# Appendix B

Conceptual Description

# ii 

# Air Resource Specialists, Inc.

VISTAS Conceptual Descri ption Support Document

Prepared for the:

Visibility Improvement State and Tribal Association of the Southeast

The Interchange Building

59 Woodfin Place

Asheville, North Carolina 28801

Prepared by:

Air Resource Specialists, Inc.

1901 Sharp Point Drive, Suite E

Fort Collins, Colorado 80525

(970) 484-7941

www.air-resource.com

With Significant Contribution from:

Patricia Brewer, VISTAS Technical Coordinator

June 28, 2007

# i TABLE OF CONTENTS

Section Page

1.0 INTRODUCTION 1-1

1.1 Overview 1-1

1.2 Data Summary Product FTP Site 1-2

2.0 ANALYTICAL METHODS 2-1

2.1 The IMPROVE Monitoring Network 2-1

2.2 Back Trajectory Modeling 2-5

3.0 VISIBILITY CO NDITIONS 3-1

3.1 Comparison of Old and New IMPROVE Algorithm 3-1

3.2 RHR Data Completeness 3-7

3.2.1 Additional Data Substitutions 3-7

3.2.1.1 Carbon Substitutions 3-10

3.2.1.2 Donor Site Substitutions 3-10

3.2.1.3 Data Completeness Following Substitutions 3-11

3.3 Extinction Trends 3-15

3.4 Baseline (2000-2004) and Natural (2064) Visibility Conditions 3-17

3.5 Glidepaths 3-28

3.6 Attribution Analysis 3-35

3.6.1 Back Trajectory Maps 3-35

3.6.2 Residence Time Maps 3-35

3.6.3 Extinction-Weighted Residence Time 3-36

3.6.4 International Contributions 3-37

APPENDIX A Nephelometer Comparisons A-1

APPENDIX B Original and Revise d Algorithm Comparisons by Site B-1

APPENDIX C File Key for Substituted Data C-1

APPENDIX D Data Substitution Results for Individual Sites D-1

APPENDIX E Extinction Trend Charts (Mm -1 

# , DV and SVR) E-1

APPENDIX F WinHaze Images (Base line, 2018 and Natural Conditions) F-1

# ii APPENDIX G 2000-2004 Timelines G-1

APPENDIX H DV Glidepaths H-1

APPENDIX I Speciated Glidepaths I-1

APPENDIX J Back Trajectory Maps J-1

APPENDIX K Residence Time Maps K-1

APPENDIX L Internati onal Attribution Plots L-1

# iii LIST OF FIGURES

Figure Page

2-1 Map of Class I Areas and IMPROVE Mon itoring sites in and around VISTAS 2-1

3-1 Comparison of Measured Light Scatteri ng (Nephelometer) and Light Scattering

Calculated Using the Original (Old) and Revised (New) IMPROVE Algorithms

for the GRSM1 Site, 1993-2004 3-3

3-2 Stacked bar chart comparing extinct ion calculated usi ng the new IMPROVE

algorithm (left), the old IMPROVE al gorithm (right), and measured light

scattering (grey line) in 2004 3-4

3-3 Stacked bar chart comparing light extinc tion calculated using both the new (left)

and old (right) IMPROVE algorithm for the average of the 20% worst visibility

days in 2000-2004 at VISTAS a nd neighboring Class I areas 3-5

3-4 Stacked bar chart comparing light extincti on calculated using both the new (left)

and old (right) IMPROVE algorithm for th e average of the 20% best visibility

days in 2000-2004 at VISTAS a nd neighboring Class I areas 3-5

3-5 Stacked bar chart comparing 20% wors t days in 2002 at the GRSM1 site

calculated using both the new (left) and old (right) IMPROVE algorithm 3-6

3-6 Flow chart of data substitution methods used 3-9

3-7 Comparison of OC and Estimated Organi c H, and EC and OC at SHRO1, NC

Using Second Quarter Raw OC and Organic H Data, 2000-2004 3-10

3-8 Comparison of Aerosol Species Mass Between SHRO1, NC (y-axis) and

GRSM1, TN (x-axis) 3-12

3-9 2000-2004 annual bar charts indicating subs tituted data at the SAMA1 site 3-14

3-10 10-year annual average extinction tr ends for sites in and around VISTAS

Blue triangles indicate decreasing trends and blank diamonds indicate

insignificant trends (p-value<0.20) 3-15

3-11 10-year trend plots for a re gional grouping of sites. Slopes and p-values are

indicated in the legend 3-16

3-12 2000-2004 baseline conditions and 2 018 projected conditions at the

GRSM1 site simulated using WinHaze Vi sual Air Quality Modeling program 3-19

# iv LIST OF FIGURES (CONTINUED)

Figure Page

3-13 2064 natural conditions at the GRSM1 site simulated using WinHaze Visual

Air Quality Modeling program 3-19

3-14 Contributions to light extinction (Mm -1 

# ) for the average of the 20% worst

visibility days in 2000-2004 at VIST AS and neighboring Class I areas 3-22

3-15 Contributions to light extinction (Mm -1 

# ) for the average of the 20% best

visibility days in 2000-2004 at VIST AS and neighboring Class I areas 3-22

3-16 Contributions to mass (μg/m 3 

# ) for the average of the 20% worst visibility

days in 2000-2004 at VISTAS a nd neighboring Class I areas 3-23

3-17 Contributions to mass (μg/m 3 

# ) for the average of the 20% best visibility

days in 2000-2004 at VISTAS a nd neighboring Class I areas 3-23

3-18 Bar charts by year indicating speciation of all data collected at the GRSM1 site 3-24

3-19 Bar charts by year indicating speciation of all data collected at the ROMA1 site 3-25

3-20 Contributions to light extinction (Mm -1 

# ) for the 20% worst visibility days in

2000-2004 at the GRSM1 site 3-26

3-21 Contributions to light extinction (Mm -1 

# ) for the 20% best vi sibility days in

2000-2004 at the GRSM1 site 3-26

3-22 Contributions to light extinction (Mm -1 

# ) for the 20% worst visibility days in

2000-2004 at the ROMA1 site 3-27

3-23 Contributions to light extinction (Mm -1 

# ) for the 20% best vi sibility days in

2000-2004 at the ROMA1 site 3-27

3-24 DV Glidepaths for the GRSM1 site, calculated using bot h the original

IMPROVE algorithm using EPA defau lt natural conditi ons (Default NB)

and the new IMPROVE algorithm using the revised estimate of natural

background conditions (NB2) 3-28

3-25 DV Glidepaths for the ROMA1 site, calculated using bot h the original

IMPROVE algorithm using EPA defau lt natural conditi ons (Default NB)

and the new IMPROVE algorithm using the revised estimate of natural

background conditions (NB2) 3-29

3-26 Glidepath depicting total b

ext 

# (Mm -1 

# ) for 20% worst days at the GRSM1 site 3-30

# v LIST OF FIGURES (CONTINUED)

Figure Page

3-27 Glidepath depicting Ammonium Sulfate fo r 20% worst days at the GRSM1 site 3-31

3-28 Glidepath depicting Ammonium Nitrate fo r 20% worst days at the GRSM1 site 3-31

3-29 Glidepath depicting Particulate Organic Material for 20% worst days at the

GRSM1 site 3-32

3-30 Glidepath depicting total b

ext 

# (Mm -1 

# ) for 20% worst days at the ROMA1 site 3-32

3-31 Glidepath depicting Ammonium Sulfate fo r 20% worst days at the ROMA1 site 3-33

3-32 Glidepath depicting Ammonium Nitrate fo r 20% worst days at the ROMA1 site 3-33

3-33 Glidepath depicting Particulate Organic Material for 20% worst days at the

ROMA1 site 3-34

3-34 Back trajectories for the 20% Worst extin ction days at the Sipsey Wilderness

Area IMPROVE monitoring site 3-35

3-35 Residence times for 72-hour back traj ectories with 100m end heights for

20% worst extinction days at the SIPS1 IMPROVE monitoring site 3-36

3-36 Stacked bar charts of mass at the GRSM1 site depicting domestic and

international contributions to the 20% worst days in 2002 3-38

3-37 Stacked bar charts for mass at the GRSM1 site depicting domestic and

international contributions to the 20% best days in 2002 3-38

3-38 Stacked bar charts of mass at the ROMA1 site depicting domestic and

international contributions to the 20% worst days in 2002 3-39

3-39 Stacked bar charts for mass at the ROMA1 site depicting domestic and

international contributions to the 20% best days in 2002 3-39

# vi LIST OF TABLES

Table Page

1-1 Summary of Data Products Avai lable on ARS VISTAS FTP Site 1-3

2-1 IMPROVE Aerosol Monitor Sites in and around the VISTAS Region 2-2

2-2 IMPROVE Aerosol Elements and Species Used to Reconstruct Light Extinction 2-3

2-3 Back Trajectory Model Parameters 2-6

3-1 RHR Data Completeness From IMPR OVE Data Sets for 2000-2004 Baseline

Years for Sites in and Around the VISTAS Region 3-8

3-2 Data Completeness Following Data Substitution 3-13

3-3 Baseline (2000-2004) and Natural Bac kground Visibility Conditions 20% Worst

Visibility Days 3-20

3-4 Baseline (2000-2004) and Natural Backgr ound Visibility Conditions 20% Best

Visibility Days 3-21

# 1-1 1.0 INTRODUCTION

The primary purpose of this document is to provide data, results and methods

documentation for analysis performed by Air Resour ce Specialists, Inc. (A RS) in support of the

Visibility Improvement State and Tribal Association of the Southeast (VISTAS).

Any questions or comments regarding contents of this report should be addressed to:

Cassie Archuleta

or

Joe Adlhoch

Air Resource Specialists, Inc.

1901 Sharp Point Drive, Suite E

Fort Collins, Colorado 80525

Telephone: 970-484-7941

Fax: 970-484-3423

carchuleta@air-resource.com

jadlhoch@air-resource.com

1.1 OVERVIEW

VISTAS is a collaborative effort of state governments, tribal gove rnments, and various

federal agencies established to initiate and coor dinate activities associated with the management

of regional haze, visibility and ot her air quality issues in the S outheastern United States. VISTAS

is working to develop the technical basis fo r the Regional Haze Rule (RHR) promulgated in

1999 by the Environmental Protection Agency (EPA ) to address visibility at 156 designated

Class I areas. Specific objectives of analyses pr esented in this report to support the VISTAS

states are:

• To describe current visibility conditions and particulate matter concentrations at Class

I areas in the VISTAS region.

• To investigate the relative contributions of regional and local sources of emissions to

fine particle concentrations a nd visibility in Class I areas.

• To understand the rate of improvement in visibility that would demonstrate a uniform

rate of progress toward visibility improvement goals between current visibility

conditions and natural background visibility conditions in 2064.

States and tribes are required to establis h “reasonable progress goals” for each Class I

area to improve visibility on the 20% haziest days and to prevent visibility degradation on the

20% clearest days. States are to evaluate their contributions to visibility impairment at Class I

areas both within and outside the State and to develop long-term control strategies to reduce

emissions of air pollutants that impa ir visibility. The nati onal goal is to return visibility to natural

background levels by 2064. Using the period 2000 to 2004 as the baseline period, States are to

evaluate progress in improving visibility by 2018 and every 10 years thereafter. State

# 1-2 Implementation Plans for the first phase of th e regional haze regulatio n are due in December

2007.

1.2 DATA SUMMARY PRODUCT FTP SITE

Methods descriptions and analys is results are provided in this document. Analysis results

for VISTAS are also available on the ARS VISTAS project public ftp site ( ftp://ftp.airresource.com/VISTAS ). Table 1-1 lists products currently available on the ftp site. Products in

this document specific to the Sipsey Wilderness Area are located as an Appendix (B1) to this

Appendix B.1-3Table 1-1Summary of Data Products Available on ARS VISTAS FTP SiteSamplePathDescription[data files]...Aerosol_dataset_VISTAS_2000-2004/SAMA1_daily_budgets_sub_nia.xlsData sets including substituted data for VISTAS andneighboring Class I Areas,old and new IMPROVEalgorithm.Average Extinction for 20% Worst DaysNew IMPROVE Algorithm (nia)2000-2004050100150200250300 SWAN1 ROMA1 OKEF1 EVER1 CHAS1 SAMA1 DOSO1 SHEN1 JARI1 LIGO1 SHRO1 GRSM1 COHU1 SIPS1 MACA1 BRIG1 BRET1 MING1 HEGL1 UPBU1 CACR1VISTAS coastalVISTAS inlandnon-VISTAS

Extinction (Mm

-1 )Sea SaltCMSoilECPOMAmm NO3Amm SO4Rayleigh...Aerosol_stacked_bar_charts/Average_BestWorstDays_2000-04/VISTAS_nia_00-04_20070129.xlsRegional stacked bar charts depicting 20% best and worstdays, extinction and mass, old and new algorithm.GRSM1Baseline Extinction, nia20% W > 1420100200300400 J -0 2 F-02 M -02 A-02 M -02 J -02 J -0 2 A-02 S-02 O- 0 2 N-02 D-02

Extinction (Mm

-1 )20% W > 1400100200300400 J-0 1 F-01 M-0 1 A-01 M-0 1 J -01 J -01 A-01 S-01 O- 0 1 N-01 D-01

Extinction (Mm

-1 )20% W > 1390100200300400 J-00 F - 0 0 M -0 0 A - 00 M -00 J-00 J -00 A - 0 0 S - 00 O-00 N-0 0 D-00

Extinction (Mm

-1 )20% W > 1390100200300400 J-0 3 F-03 M -03 A-03 M -03 J -03 J-0 3 A-0 3 S -0 3 O -0 3 N-0 3 D-03

Extinction (Mm

-1 )20% W > 1300100200300400 J -0 4 F - 0 4 M -04 A -0 4 M-04 J-04 J-04 A -0 4 S -0 4 O -0 4 N -0 4 D -0 4

Extinction (Mm

-1 )...Aerosol_stacked_bar_charts/Timelines_AllDays_2000-04/GRSM.pdfStacked bar charts depictingextinction for all monitoreddays during the baseline years, 2000-2004. For VISTASsites requiring data substitution, two charts are provided,where the first page distinguishes substituted days fromoriginal days.GRSM12000-2004 Reconstructed ExtinctionNew IMPROVE Algorithm20% Worst Days050100150200250300350400450 3/8 5/6 5/17 6/3 6/10 6/28 7/1 7/8 7/22 8/5 8/16 8/19 8/23 8/26 10/15 10/18 10/21 10/24 10/27 11/2 5/1 5/7 6/9 6/12 6/21 6/27 7/3 7/12 7/18 7/21 7/24 7/30 8/2 8/5 8/8 8/11 8/14 8/17 8/23 8/26 9/7 9/13 9/19 11/18 2/25 5/2 5/8 5/17 6/1 6/13 6/19 6/22 7/1 7/7 7/10 7/16 7/22 7/31 8/3 8/6 8/9 8/12 8/15 8/21 9/5 9/8 9/11 9/17 3/16 4/27 5/24 5/27 6/5 6/11 6/26 6/29 7/5 7/17 7/20 7/26 8/7 8/10 8/16 8/19 8/22 8/25 8/28 9/3 9/6 9/9 9/12 9/21 1/10 2/21 6/8 6/11 6/20 6/26 6/29 7/8 7/17 7/20 7/29 8/4 8/10 8/16 8/19 8/25 8/28 8/31 9/3 9/12 9/15 9/30 10/3 10/3020002001200220032004

Extinction (Mm

-1 )Sea SaltCMSoilLACPOMAmm NO3Amm SO4Rayleigh...Aerosol_stacked_bar_charts/Timelines_BestWorstDays_2000-04/GRSM1_20bw_nia.xlsStacked bar charts that selectively show just the 20% bestand worst days for 2000-2004 baseline period.1-4GRSM1Old and New IMPROVE Algorithm (oia/nia) Extinction by Species20% Best Days (2002)0102030405060 nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia1/8 1/11 1/14 1/23 2/1 2/7 2/19 2/28 3/3 3/9 3/30 4/26 7/13 9/14 9/26 10/26 10/29 11/4 11/16 11/22 12/7 12/13 12/22 Avg.

Extinction (Mm

-1 )RayleighAmm SO4Amm NO3POMLACSoilCMSea Salt...Aerosol_stacked_bar_charts/Timelines_nia_oia_comparison_2002/GRSM1_nia_oia.xlsRegional and site specific stacked bar charts whereextinction calculations using the new and old IMPROVEalgorithm are presented side by side.All Daysy = 0.93x + 9.16R2= 0.870501001502002503000 50 100 150 200 250 30024-hr Nephelometer bsp(Mm-1)

24-hr Aerosol b sp (Mm

-1 )Q4y = 1.10x + 1.49R2= 0.960501001502002503000 50 100 150 200 250 300Q1y = 0.77x + 13.88R2= 0.480501001502002503000 50 100 150 200 250 300Q2y = 0.93x + 12.17R2= 0.810501001502002503000 50 100 150 200 250 300Q3y = 0.86x + 14.28R2= 0.820501001502002503000 50 100 150 200 250 300-100-75-50-250255075100 2000 2001 2002 2003 2004

Difference (Mm

-1 ) (Aer. b sp - Neph. b sp )Aerosol Scattering vs. Nephelometer ScatteringUsing New IMPROVE Algorithm (nia) and Daily f(RH)GRSM, 2000 - 2004...Nephelometer_Aeosol_Comparisons/GRSM_neph.xlsCharts comparing collocated IMRPROVE nephelometersand IMPROVE aerosol samplers, old and newIMPROVE algorithm.Glide Path to Natural Conditions (2004-2064)(5-yr Rolling Average for 20% Haziest Days - New IMPROVE equation and NB II )05101520253035 1986-1990 1988-1992 1990-1994 1992-1996 1994-1998 1996-2000 1998-2002 2000-2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030 2032 2034 2036 2038 2040 2042 2044 2046 2048 2050 2052 2054 2056 2058 2060 2062 2064

Deciviews (dv)Default Glide Path GRSMNew Glide Path GRSMDefault 5-yr Rolling Avg GRSMNew 5-yr Rolling Avg GRSMAnnual g90 - OldAnnual g90 - NewBase old Base new Default NB NB2Great Smokey Mtns 28.8 30.3 11.4 dv 11.2 dv...Glidepaths/Revised Glide Path new IMPROVEequation_Reynolds.pptDeviview Glidepaths (developed by Scott Reynolds) byspecies depicting baselineconditions and estimatednatural conditions for boththe new and old algorithm.GRSM1Total ExtinctionGlide Slope for 20% Worst Days050100150200250 2000 2002 2004 2018 2064

Extinction (Mm

-1 )Total BextBaselineGlide Slope2018 Base GNatural Conditions...Glidepaths/Speciated_Glidepaths/Glideslopes_GRSM1.xlsGlidepaths by species depicting baseline condition, 2018modeled predictions and estimated natural conditions.1-510 Year Temporal TrendsAll Days151719212325 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004

DVOKEF1m = -0.13, p = 0.05ROMA1m = -0.24, p = 0.06SWAN1N/A (< 5 years)10 Year Temporal Trends20% Best Days101214161820 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004

DVOKEF1m = -0.05, p = 0.43ROMA1m = -0.23, p = 0.02SWAN1N/A (< 5 years)10 Year Temporal Trends20% Worst Days202224262830 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004

DVOKEF1m = -0.17, p = 0.01ROMA1m = -0.28, p = 0.24SWAN1N/A (< 5 years)...IMPROVE_Trend_Charts/Trends_DV.xls10 Year temporal trends for sites grouped regionally,includes Standard Visual Range (SVR), Deciview (DV)and Mm-1.GRSM1Domestic and International Aerosol Mass by Species20% Worst Days (2002)05101520253035 Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International Domestic International2/25 5/2 5/8 5/17 6/1 6/13 6/19 6/22 7/1 7/7 7/10 7/16 7/22 7/31 8/3 8/6 8/9 8/12 8/15 8/21 9/5 9/8 9/11 9/17

Mass (μg/m

3 )Amm SO4Amm NO3POMLACSoilCMSea Salt...International_Attribution/International_Attribution_mass_worst.xlsComparison of domestic and international attribution ofmass on 20% best and worst days, 2002....Back_Trajectory_Analyis/IMPROVE_ResidenceTimeMaps_2000-04_nia/GRSM_2002_20high.bmpBack trajectory maps for 20% worst extinction days.GRSM12000-0420% Worst Monitored Days100m Residence Times (%)< 0.010.01 - 0.020.02 - 0.040.04 - 0.080.08 - 0.160.16 - 0.32> 0.32...Back_Trajectory_Analyis/IMPROVE_ResidenceTimeMaps_2000-04_nia/GRSM_2002_20high.bmpResidence time maps for 20% worst days, 2000-2004.

# 2-1 2.0 ANALYTICAL METHODS

2.1 THE IMPROVE MONITORING NETWORK

The Interagency Monitoring of Protected Visual Environments (IMPROVE) monitoring

program collects speciated PM 2.5 

# , and PM 2.5 

# and PM 10 

# total mass. IMPROVE is a nation-wide

network which began in 1988 and expanded signi ficantly in 2000 in response to the EPA’s

Regional Haze Rule (RHR). It is data from this program that states and tribes must use to track

progress under the RHR.

The IMPROVE network collects 24-hour inte grated filter samples every third day

(Wednesdays and Saturdays prior to 2001). Each monitoring location operates four samplers

(designated Module A through D) designed to quantify PM 2.5 

# and PM 10 

# mass, and PM 2.5 

# mass

constituents, including numerous trace elemen ts, ions, Elemental Carbon (EC), and Organic

Carbon (OC).

A map of the IMPROVE sites in and around the VISTAS region and their proximity to

Class I areas is presented in Figure 2-1. A lis ting of IMPROVE sites, locations, and operational

start dates is presented in Table 2-1. The list also includes star t (and end) dates for collocated

nephelometers, which are continuous monitoring in struments that make direct measurements of

light scattering due to particles.

IMPROVE Site Federal Tribal 

# Class I Areas

BRET1 BRIG1

CACR1 CADI1

CHAS1 COHU1 DOSO1

EVER1 GRSM1 HEGL1 JARI1

LIGO1 MACA1

MING1

OKEF1 ROMA1

SAMA1 SHEN1

SHRO1

SIPS1 SWAN1

UPBU1



# Figure 2-1. Map of Class I Areas and IMPR OVE Monitoring sites in and around VISTAS.

# 2-2 Table 2-1

IMPROVE Aerosol Monitor Sites in and around the VISTAS Region

Region State Class I Area (Site) Start

Date Latitude Longitude Nephelometer

Start Date

( - End Date)

AL Sipsey Wilderness (SIPS1) 3/92 34.34 -87.34 --

Chassahowitzka NWR

(CHAS1) 4/93 28.75 -82.55 --

Everglades NP (EVER1) 9/88 25.39 -80.68 -- FL

St. Marks (SAMA1) 6/00 30.09 -84.16 --

Cohutta (COHU1) 5/00 34.79 -84.63 1/04 – 3/07

GA Okefenokee NWR (OKEF1) 9/91 30.74 -82.13 1/93 – 6/97

KY Mammoth Cave NP

(MACA1) 9/91 37.13 -86.15 1/93 - current

Linville Gorge (LIGO1) 3/00 35.97 -81.93 --

Shining Rock Wilderness

(SHRO1) 7/94 35.39 -82.77 4/94 – 9/99 NC

Swanquarter (SWAN1) 6/00 35.45 -76.21 --

SC Cape Romain NWR

(ROMA1) 9/94 32.94 -79.66 1/04 - current

TN Great Smoky Mountains NP

(GRSM1) 3/88 35.63 -83.94 4/93 - current

James River Face Wilderness

(JARI1) 6/00 37.63 -79.51 10/00 – 12/03 VA

Shenandoah NP (SHEN1) 3/88 38.52 -78.43 1/00 - current VISTAS

WV Dolly Sods Wilderness

(DOSO1) 9/91 39.11 -79.43 10/93 – 12/97

Caney Creek (CACR1) 6/00 34.45 -94.14 1/93 – 12/97

9/04 - current AR Upper Buffalo Wilderness

(UPBU1) 12/91 35.83 -93.20 --

LA Breton (BRET1) 6/00 29.12 -89.21 --

Hercules-Glades (HEGL1) 3/01 36.61 -92.92 --

MO Mingo (MING1) 5/00 36.97 -90.14 --NonVISTAS

NJ Brigantine NWR (BRIG1) 9/91 39.47 -74.45 --



# The IMPROVE program has developed methods for estimating light extinction from

speciated aerosol and relative humidity data. Th e three most common metrics used to describe

visibility impairment are:

• 

# Extinction (b ext 

# ) – Extinction is a measure of the fr action of light lost per unit length

along a sight path due to s cattering and absorption by gase s and particles, expressed

in inverse Megameters (Mm -1 

# ). This metric is useful for representing the contribution

of each aerosol species to visibility impai rment and can be practically thought of as

the units of light lost in a million meter distance.

• 

# Visual Range (VR) – Visual range is the greatest di stance a large black object can be

seen on the horizon, expressed in k ilometers (km) or miles (mi).

# 2-3 • 

# Deciview (dv) – The deciview index was designed to be linear with respect to human

perception of visibility. A one deciview change is approxi mately equivalent to a 10%

change in extinction, whether visibility is good or poor. A one deciview change in

visibility is generally considered to be the minimum change the average person can

detect. This is the metric used for tracking regional haze in the RHR.

The IMPROVE network estimates light ex tinction based upon the measured mass of

various contributing aerosol species. EPA’s 2003 guidance

(http://vista.cira.colostate.edu/improve/Publi cations/GuidanceDocs/guidancedocs.htm) for

calculating light extincti on is based on the original protoc ol defined by the IMPROVE program

in 1988. In December 2005, the IMPROVE Steer ing Committee voted to adopt a revised

algorithm for use by IMPROVE as an alte rnative to the original approach.

The elements and species meas ured by the IMPROVE network relevant for reconstructed

light extinction are listed in Table 2-2.

Table 2-2

IMPROVE

Aerosol Elements and Species

Used to Reconstruct Light Extinction

Species Composite Mass Algorithm * Comment

Ammonium Sulfate

[(NH 4 

# ) 2 

# SO 4 

# ] 4.125× [S]

-or1.375× [SO 4 

# ] [S] is derived from the Teflon

filter (A module).

[SO 4 

# ] is derived from the nylon

filter (B module).

Ammonium Nitrate

[(NH 4 

# )NO 3 

# ] 1.29× [NO 3 

# ] [NO 3 

# ] is derived from the nylon

filter (B module).

Particulate Organic Matter

[POM] 1.4× [OC] (original algorithm)

1.8× [OC] (revised algorithm) [OC] is derived from the quartz

filter (C module).

Elemental Carbon [EC] 1.0[EC] [EC] is derived from the quartz

filter (C module).

Soil 2.20× [Al] + 2.49× [Si] +

1.63× [Ca]

+ 2.42× [Fe] + 1.94× [Ti] Soil elements are derived from

the Teflon filter (A module).

Coarse Mass [CM] [PM 10 

# ] - [PM 2.5 

# ] [PM 10 

# ] is derived from the

Teflon filter (D module).

[PM 2.5 

# ] is derived from the

Teflon filter (A module).

Sea Salt (revised algorithm

only) 1.8× [Chl](Chloride)

-or1.8×[Cl](Chlorine) [Chl] and [Cl] are derived from

the Teflon filter (A module).

[Cl] only used if {Chl] is below

the detection limit.

# 2-4 The original algorithm used by IMPROVE /Regional Haze guidance to reconstruct

extinction (b

ext 

# ) is:



# [ ]

[ ]

[ ]

[ ]

[ ]

[ ]

(10) Scattering Rayleigh CM6.0 Soil Fine1 EC10 POM4 Nitrate Amm. f(RH)3 Sulfate Amm. f(RH)3b

+ ×+ ×+ ×+ ×+ ××+ ××≈

ext



# Reconstructed b

ext 

# is expressed in Mm -1 

# , dry extinction efficienci es (leading numbers) are

expressed as m 2 

# /g and species mass concentrations are expressed in μ g/m 3 

# . The f(RH) factor is a

water growth term that is a function of climatologically representative monthly average relative

humidity (RH). The f(RH) factors are designed to account for the absorption of water by sulfate

and nitrate species. In the original IM PROVE algorithm, a constant value of 10 Mm -1 

# is also

added to account for extinction due to scattering from molecules in a clean atmosphere (Rayleigh

conditions).

The original IMPROVE algorithm produces reas onable estimates of light scattering over

a broad range of conditions, but it tends to u nderestimate the highest extinction values and

overestimate the lowest extinction values. The re vised algorithm for esti mating light extinction

recommended for use by the IMPROVE steering committee is:



# [ ] [ ]

[ ][ ]

[ ][ ]

[ ]

[ ]

[ ]

[ ]

[ ]

Specific) (Site Scattering Rayleigh (ppb)NO33.0 CM6.0 Salt Sea(RH)f7.1 Soil1 EC10 POM Large1.6POM Small8.2 Nitrate Amm. Large (RH)f1.5Nitrate Amm. Small (RH)f4.2 Sulfate Amm. Large (RH)f8.4Sulfate Amm. Small (RH)f2.2b

2 ss L s L s



# + ×+ ×+ ××+ ×+ ×+ ×+ ×+ ××+ ××+ × × + ××≈

ext



# The revised algorithm splits ammonium sulfate, ammonium nitrate, and POM

concentrations into small and large size fractions as follows:

# 2-5 

# [ ] [ ] [ ] [ ]

[ ] [ ][ ]

[ ] [ ][ ] Total Large, μ g/m20TotalFor Large Total Small Total

20 Total Large

μ g/m20TotalFor

3 3



# = ≥ ⎪ ⎪

⎩ ⎪ ⎪

⎨ ⎧

−= ×=

<



# As noted in table 2-2, the organic mass con centration is 1.8 times the organic carbon

mass concentration in the revised algorithm, wher e it was calculated as 1.4 times carbon mass in

the original algorithm. The new algorithm contai ns three distinct water growth factors,

designated f S 

# (RH), f L 

# (RH), and f SS 

# (RH) for water absorption due small and large sulfate and

nitrate fractions, and for sea salt, respectively. New terms have al so been added for sea salt and

for absorption by gaseous NO 2 

# . NO 2 

# is not available at most IMPROVE sites, and is not

included in analysis presented here.

IMPROVE data are availabl e on the IMPROVE Web site

( http://vista.cira.colostate.edu/improve/ ) and the Visibility Inform ation Exchange Web System

(VIEWS) Web site ( http://vista.cira.colostate.edu/views/ ). The starting data sets for analysis

presented here are the IMPROVE RHR1 data set (updated 11/05), and the IMPROVE RHR2

data set (updated 3/06), where RHR1 is the IMPROVE designati on indicating that extinction was

calculated using the original/old IMPROVE algor ithm, and RHR2 indicates that extinction was

calculated using the revised/ new IMPROVE algorithm.

VISTAS chose to use the new IMPROVE al gorithm because it takes into account the

most recent review of the science and because it is recommended by the IMPROVE Steering

Committee. Comparisons between the old and new algorithm are presented in Section 3.1, but

most analyses presented here use the revised algorithm.

2.2 BACK TRAJECTORY MODELING

Back trajectory analyses were undertaken to identify the geographi c source areas most

likely to contribute to visibility impairment on th e 20% worst visibility days at the Class I areas.

Back trajectory analyses use interpolated measur ed or modeled meteorological fields to estimate

the most likely central path over geographical areas that provided air to a re ceptor at a given

time. The method essentially follows a parcel of air backward in hourly steps for a specified

length of time. Back trajectories account fo r the impact of wind direction and wind speed on

delivery of emissions to the receptor, but do not account for chemical transformation, dispersion

and deposition of emissions.

Trajectories were generated using the Hybr id-Single Particle La grangian Integrated

Trajectory (HYSPLIT) model developed by the National Oceanic and Atmospheric

Administration’s (NOAA) Air Resources Labora tory (ARL). HYSPLIT uses archived 3-

dimensional meteorological fields generated fr om observations and short-term forecasts.

HYSPLIT can be run to generate forward or b ackward trajectories using several available

meteorological data archives.

# 2-6 The data archives used in this analysis were the National Weather Service's National

Centers for Environmental Prediction ETA Data Assimilation System (EDAS). The EDAS

fields are archived by the ARL across the c ontinental U.S., including a buffer zone, at a

horizontal resolution of 80 km before 2004, and at a horizontal resolution of 40 km starting in

2004. Detailed information regarding the trajecto ry model and these data sets can be found on

NOAA’s Web site ( http://www.arl.noaa.gov/ready/hysplit4.html ).

The major model parameters selected for these analyses are presented in Table 2-3. The

choice of these parameters affects the trajectori es generated and the final attribution analyses

based on them. In particular, trajectories tend to become increasingly uncertain the further back

in time they are used. Vertical motion in the model is sometimes best represented by following

actual vertical motion measuremen ts (represented by model data), surfaces of constant entropy,

or surfaces of constant pressure, depending on the meteorological conditions at a given location

and time. The impact of receptor height (or e nd height) on an individual trajectory is also

important. Low-ending trajectories represent air parcels nearer to ground level and high-ending

trajectories may better represen t boundary layer flow above th e local terrain. Specific back

trajectory analyses performed by ARS fo r VISTAS are described in Section 3.6.1.

Table 2-3

Back Trajectory Model Parameters

Model Parameter: Value

Trajectory duration 72 hours backwards in time

Top of model domain 14,000 meters

Vertical motion option used model data

Meteorological Field EDAS

End Times 0600, 1200, 1800 and 2400 EST

End Heights 100 and 500 m

# 3-1 3.0 VISIBILITY CONDITIONS

The RHR sets a 60 year timeline for states to improve visibility within Federal Class I

Areas (CIAs) from “baseline” (2000-2004) leve ls to “natural conditions” by 2064. The following

sections describe some of the major component s for tracking reasonable progress at each CIA in

the VISTAS region. Analyses include comparis ons of the old and new IMPROVE algorithms,

determination of baseline (2000-2004) conditions, determination of the glide slope between

baseline and natural conditions, and determin ation of geographic so urce areas using back

trajectory analysis.

3.1 COMPARISON OF OLD AND NE W IMPROVE ALGORITHMS

One of the most compelling reasons for de veloping the revised IMPROVE algorithm was

to reduce the biases in light scattering estimates at the high and low extremes, when compared to

nephelometer measurements. Nephelometers make a direct measurement of light scattering due

to particles and are collocated with the IMPROVE aerosol samplers at some IMPROVE sites.

These measurements can be compared to light scattering derived from the particulate data.

Figure 3-1 presents scatter plots for the GRSM 1 site comparing measured light scattering

(nephelometer) and reconstructed light scattering calculated using the revised (new) and original

(old) IMPROVE algorithms. A stacked bar chart fo r the most recent year of comparable record,

in this case 2004 at the GRSM1 s ite, is included in Figure 3-2. Nephelometers make continuous

hourly measurements of light scattering and RH . For these comparisons hourly nephelometer

scattering is averaged into daily values, and ae rosol light scattering is calculated using daily

f(RH) based upon measured RH, as opposed to th e IMPROVE method of us ing climatologically

representative monthly average RH. Also light absorbing carbon (LAC) is not included in the

reconstructed extinction because nephelometers measure atmospheric scattering but do not

measure atmospheric absorption. For reconstruc ted extinction, coarse ma ss scattering was also

scaled by a factor of 0.5 to account for the tendency of a nephelometer to underestimate coarse

mass scattering.

The GRSM1 site has one of the longest peri ods of nephelometer data in the VISTAS

region, and has been in operation since 1993. In ge neral, the original algorithm tends to under

estimate light scattering on those days with high scattering and over estimate scattering on days

with low values. The new algorithm is more accurate as it does not have the same biases, but the

data is less precise, with more spread in th e data and generally sli ghtly lower correlation.

Figures 3-3 and 3-4 present comparisons of th e average 20% worst an d best days in the

2000-2004 baseline period at VISTAS and neighboring sites calculated using both the revised

and original IMPROVE algorithm. For the wors t days, extinction calculations using the new

algorithm are higher than extinction calculations using the old algorithm Difference in total

extinction ranges between 8 Mm -1 

# (BRET1) and 35 Mm -1 

# (MACA1). For the best days, the

calculated extinction values were within 3 Mm -1 

# of each other.

Figure 3-5 presents a compar ison of the 20% worst days in 2002 at the GRSM1 site

# 3-2 calculated using both the new and old IMPROVE algorithm. The 20% best and worst days are

very similar using either the original and revi sed algorithms. In the case of GRSM1, 9/23 was a

worst day in 2002 using the old algo rithm, but this one day is trad ed for 7/22 when extinction is

calculated using the new algorithm. Other days cha nge in magnitude, but the same days are still

counted among the 20% worst days. Plots compar ing extinction calculat ed using the old and

new IMPROVE algorithms for 20% best and 20% wo rst days in 2002 for the Sipsey Wilderness

area are available in Appendix B1.3-3Old Algorithmy = 0.71x + 14.70R2= 0.890501001502002503000 50 100 150 200 250 30024-hr Nephelometer bsp(Mm-1)

24-hr Aerosol b sp (Mm

-1 )New Algorithmy = 0.98x + 5.97R2= 0.870501001502002503000 50 100 150 200 250 30024-hr Nephelometer bsp(Mm-1)

24-hr Aerosol b sp (Mm

-1 )Figure 3-1. Comparison of measured lightscattering (nephelometer) andlight scattering calculated using the original (old) and revised (new)IMPROVE algorithms for the GRSM1 site, 1993-2004.3-4050100150200250 1/1 1/4 1/7 1/13 1/16 1/19 1/22 1/28 1/31 2/9 2/21 2/24 3/1 3/4 3/7 3/10 3/13 3/19 3/22 3/25 3/28 4/3 4/6 4/9 4/15 4/18 4/21 4/24 4/27 4/30 5/9 5/12 5/15 5/21 5/24 5/27 5/30 6/2 6/5 6/11 6/14 6/17 6/20 6/29 7/5 7/8 7/11 7/23 7/29 8/1 8/4 8/7 8/10 8/16 8/19 8/25 8/28 9/3 9/6 9/12 9/15 9/18 9/21 9/24 9/27 10/6 10/9 10/15 10/18 10/27 10/30 11/2 11/5 11/8 11/11 11/14 11/17 11/26 11/29 12/2 12/5 12/8 12/17 12/26 12/29

Extinction (Mm

-1 )Amm SO4Amm NO3POMSoilCMSea SaltnephFigure 3-2. Stacked bar chart comparing extinction calculated using thenew IMPROVE algorithm(left), the old IMPROVE algorithm(right), and measured light scattering (grey line) in 2004 at GRSM1.

# 3-5 0 50 100 150 200 250 300SWAN1ROMA1OKEF1EVER1CHAS1SAMA1DOSO1SHEN1JARI1LIGO1SHRO1GRSM1COHU1SIPS1MACA1BRIG1BRET1MING1HEGL1UPBU1CACR1



# VISTAS coastal VISTAS inland non-VISTASExtinction (Mm-1) 

# CM

Soil

EC

POM

Amm NO3

Amm SO4

Rayleigh



# Figure 3-3. Stacked bar chart comp aring light extinction calculated using both the new (left) and

old (right) IMPROVE algorithm for the average of the 20% worst visibility days in 2000-2004 at

VISTAS and neighboring Class I areas.

0 10 20 30 40 50 60SWAN1ROMA1OKEF1EVER1CHAS1SAMA1DOSO1SHEN1JARI1LIGO1SHRO1GRSM1COHU1SIPS1MACA1BRIG1BRET1MING1HEGL1UPBU1CACR1



# VISTAS coastal VISTAS inland non-VISTASExtinction (Mm-1) 

# CM

Soil

EC

POM

Amm NO3

Amm SO4

Rayleigh



# Figure 3-4. Stacked bar chart comp aring light extinction calculated using both the new (left) and

old (right) IMPROVE algorithm for the average of the 20% best visibility days in 2000-2004 at

VISTAS and neighboring Class I areas.3-6GRSM1Old and New IMPROVE Algorithm (oia/nia) Extinction by Species20% Worst Days (2002)050100150200250300350400 nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia nia oia2/25 5/2 5/8 5/17 6/1 6/13 6/19 6/22 7/1 7/7 7/10 7/16 7/22 7/31 8/3 8/6 8/9 8/12 8/15 8/21 9/5 9/8 9/11 9/17 9/23 Avg.

Extinction (Mm

-1 )RayleighAmm SO4Amm NO3POMLACSoilCMSea SaltFigure 3-5. Stacked bar chart comparing 20%worst days in 2002 at the GRSM1 site calculated using both the new (left) and old(right)IMPROVE algorithm.

# 3- 7 3.2 RHR DATA COMPLETENESS

Once extinction has been calculated for each species at a monitoring site, the RHR

provides some provisions for handling missing da ta. Treatment of missi ng data is necessary

because the RHR requires that the baseline pe riod average (2000-2004) contain at least 3

complete years of data. RHR guidance require ments for IMPROVE aerosol data completeness

include the following conditions:

• Individual samples must contain all speci es required for the calculation of light

extinction (sulfate, nitrate, organic carbon, elemental car bon, soil, coarse mass, and,

for the new IMPROVE algorithm, chloride or chlorine)

• Individual seasons must contain at least 50% of all possible daily samples

• Individual years must contain at le ast 75% of all possible daily samples

• Individual years must not contain more than 10 consecutive missing daily samples

• The baseline period (2000-2004) must contai n at least 3 complete years of data

RHR guidelines provide provisions to fill in missing data under specific circumstances.

There are currently two methods routinely used in preparing the RHR data set to substitute data

for missing samples:

• The use of a surrogate in the data set:

− Total sulfate is generally determined as 3 times the sulfur measured on the A

module filter. If sulfur is missing, the sulfur measurement from the B module

filter is used to calculate sulfate.

− For the new IMPROVE algorithm, sea salt is calculated from chloride measured

on the B module filter. If chloride is missing or below detection limit, the

chlorine measurement from the A module f ilter is used to calculate sea salt.

• The application of “patching” missing data described by the RHR guidance:

− Missing samples not substituted using a surrogate as described above can be

patched, or replaced, by a seasonal average if the patching exercise passes a series

of tests outlined in the guidance document.

Once these methods have been applied to th e data, the resulting complete years are

eligible for use in calculation of baseline conditions and tracking pr ogress under the RHR.

Further details can be found in the RH R guidance document for tracking progress

( http://www.epa.gov/ttn/oarpg/ t1/m emoranda/rh_tpurhr_gd.pdf ).

# 3- 8 3.2.1 Additional Data Substitutions

Table 3-1 summarizes data completeness fo r the 2000-2004 baseline years for IMPROVE

sites in and around the VISTAS region. After routine RHR data substitutions, five IMPROVE

monitoring sites in the VISTAS states (CHAS1, SAMA1, COHU1, SH RO1 and SWAN1), and

two regional sites (BRET1 and MING1) did not ach ieve RHR data completeness requirements.

VISTAS performed additional data substitutions for these sites. Additional substitutions

included estimating missing species from other on- site measurements and appropriately scaling

data collected at selected donor sites which ha d favorable long-term comparisons. Additional

substitutions were also made for the CHAS1 site , because it is the only VISTAS site that met

RHR baseline period requirements, but still had 2003 and 2004 as incomplete years. Additional

substitutions for the MING1 site were performed separately by UCDavis. Details of data

substitutions performed by ARS for VISTAS are outlined below.

Table 3-1

RHR Data Completeness From IMPROVE Data Sets for 2000-2004 Baseline Years

for Sites in and Around the VISTAS Region

Region State 

# Site 2000 2001 2002 2003 2004 2000-04

Count



# AL SIPS1 0 1 1 1 1 4

CHAS1 1 1 1 0 0 3

EVER1 0 1 1 1 1 4 FL

SAMA1* 0 0 1 1 0 2

COHU1* 0 0 1 0 1 2 GA OKEF1 1 1 1 1 1 5

KY MACA1 1 1 1 1 1 5

LIGO1 0 1 1 1 1 4

SHRO1* 0 0 0 1 1 2 NC

SWAN1* 0 1 1 0 0 2

SC ROMA1 1 1 1 1 1 5

TN GRSM1 1 1 1 1 1 5

JARI1 0 1 1 1 1 4 VA SHEN1 1 1 1 1 1 5 VISTAS



# WV DOSO1 1 1 1 1 1 5

CACR1 0 0 1 1 1 3 AR UPBU1 1 1 1 1 1 5

LA BRET1* 0 0 0 0 0 0

HEGL1 0 0 1 1 1 3 MO MING1* 0 1 0 0 0 1NonVISTAS



# NJ BRIG1 1 1 1 1 1 5

* Indicates site has <3 complete years for RHR baseline calculations

0 indicates an incomplete year with no substitutions made

1 indicates a complete RHR year

# 3- 9 Figure 3-6 presents a flow ch art of the VISTAS data substitution methods, and details for

these methods are described below. The starti ng data set was the RHR2 IMPROVE data using

the new IMPROVE algorithm. This data set in cludes the routine surroga te and patched data

substitutions allowed by RHR guidance. Note that only years deemed incomplete under RHR

guidance were candidates for additional data substitutions. Years deemed complete were not

changed, even thought there may have been mi ssing individual sample s during those years.

Start with IMPROVE RHR dataset

(daily_budgets_nia_20060306.csv)

3 complete years

(including 2003/2004)?

Check year

for completeness Substitute OC based on Organic H,

and EC based on OC

(use raw data linear regression statistics) For each missing year,

check each incomplete day

Final Data

Set Substitute missing species from

a nearby donor site

(use raw data linear regression statistics) yes



# Check year

for completeness

no yes

yes no no



# Year remains incomplete



# Figure 3-6. Flow chart of data substitution methods used.

# 3- 10 3.2.1.1 Carbon Substitutions

The first substitution method relied on using a surrogate for carbon mass measurements

when the C module data was not available. H ydrogen (H) is measured on the A module filter,

and is assumed to be primarily associated with orga nic carbon and inorganic compounds such as

ammonium sulfate. Organic ca rbon (OC) can be estimated using the historical comparison

between estimated organic H and OC. Organic H is estimated by subtracting the portion of H

that is assumed to be associated with the i norganic compounds from the total H (Org_H = H –

0.24*S). Once OC has been estimated using this method, elemental carbon (EC) mass is

determined using long-term comparisons between OC and EC at the site.

Figure 3-7 presents sample comparisons for data collected at the Shining Rock

Wilderness area (SHRO1) site in North Caro lina during the second qua rter between 2000-2004

for OC vs. organic H, and EC vs. OC. Statistic s were calculated and appl ied quarterly to account

for seasonal variations.

Q2

r2 = 0.55

0 2 4 6 8 10

0.0 0.2 0.4 0.6 0.8 1.0

org_H (μg/m3)OC (μg/m3) 

# Q2

r2 = 0.65

0.0 0.2 0.4 0.6 0.8 1.0

0 2 4 6 8 10

OC (μg/m3)EC (μg/m3)



# Figure 3-7. Comparison of OC and Estimated Or ganic H, and EC and OC at SHRO1, NC

Using Second Quarter Raw OC and Organic H Data, 2000-2004

3.2.1.2 Donor Site Substitutions

In VISTAS, the carbon data substitution methods were not sufficient to complete the

required years. A second method involved identi fication of another nearby IMPROVE site (or,

in the case of BRET1, a nearby SEARCH site ) which had the most favorable long-term

comparisons and similar regional character istics to be used as a donor site.

Figure 3-8 presents a sample inter-site ma ss comparison by species for data collected

during the second quarter, 2000-2004, between the Shining Rock Wilderness area (SHRO1) site

and the Great Smoky Mountains National Park (GRS M1) site in Tennessee. Component specific

correlations were calculated and applied quarterly. Note that only species missing in a given

sample were substituted based on donor site data. Species collected at the site were not replaced

with data from a donor site.

# 3- 11 For BRET1 substitutions, chloride/chlorine was not available from the Gulfport, MS

(GFP) SEARCH site. In this case, sea salt could not be calculated from the GFP data, so

seasonal averages of sea salt from the BRET1 site were used as substitutes. Missing coarse mass

at the SEARCH site was also substituted usi ng SEARCH methodologies pr ior to use as a donor

for the BRET1 site.

3.2.1.3 Data Completeness Following Substitutions

Table 3-2 indicates the years that require d some degree of substitution, where a 2

indicates a substituted year, a 1 indicates the ye ar was already complete under RHR guidelines,

and dashes indicate the year di d not meet RHR guidelines and no additional substitutions were

made. The table also lists sites that were select ed as donor sites. The minimum data requirement

of 3 complete years was met for each site, and additional substitutions beyond these

requirements were made with the exception of th e year 2000, which was not substituted at any

site either because monitoring started in late 2000, or the additional substitutions did not fill in

enough data to make a complete RHR year.

Figure 3-9 presents bar charts by year for th e SAMA1 site depicti ng substituted data.

The original RHR data is indicated in blue, and substituted data by species in specific colors.

Substituted days are also indicated by a black ba r underneath the day. The red line indicates the

threshold above which days are counted in the 20% worst days for that year. A red line is not

included for any year that was incomplete a nd not substituted. In the case of SAMA1,

substitutions were made for the years 2001 a nd 2004. In 2001, data from the CHAS1 site was

scaled and substituted for about 33% of monitore d days, mostly for mid-April through May, and

August through mid-September. In 2004, about 34% of the days have some degree of

substitution, but most of these days only requi red the OC/EC substitutions from the organic H

collected at the SAMA1 site. The substituted days are mostly between June and November, but

only a very small portion of extinction for these days was substituted with most data being

salvaged from the samples actually collected at the site.

The substituted data are available on the VIEWS website,

http://vista.cira.colostate.edu/views/web/documents/substitutedata.aspx , and a key for the

substituted data files is include d in Appendix C. Additional char ts and tables for all VISTAS

substituted sites are in cluded in Appendix D.

# 3- 12 Q2

r2 = 0.68

0 10 20 30 40 50

0 10 20 30 40 50

AmmSO 4 

# (μg/m3)AmmSO4(μg/m3) 

# Q2

r2 = 0.62

0 1 2 3 4 5

012345

AmmNO 3 

# (μg/m3)AmmNO3(μg/m3)



# Q2

r2 = 0.6

0 2 4 6 8 10

0 2 4 6 8 10

OC (μg/m3)OC (μg/m3) 

# Q2

r2 = 0.49

0.0 0.5 1.0 1.5 2.0 2.5

0.0 0.5 1.0 1.5 2.0 2.5

LAC (μg/m3)LAC (μg/m3)



# Q2

r2 = 0.8

0 1 2 3 4 5

012345

Soil (μg/m3)Soil (μg/m3) 

# Q2

r2 = 0.73

0 5 10 15 20

0 5 10 15 20

CM (μg/m3)CM (μg/m3)



# Figure 3-8. Comparison of Aerosol Species Ma ss Between SHRO1, NC (y-axis) and GRSM1,

TN (x-axis).

# 3- 13 Table 3-2

Data Completeness Following Data Substitution

State 

# Site Donor

Site 2000 2001 2002 2003 2004 2000-04

Count



# CHAS1 SAMA1 1 1 1 2 2 5 FL SAMA1* CHAS1 -- 2 1 1 2 4

GA COHU1* GRSM1 -- 2 1 2 1 4

SHRO1* GRSM1 -- 2 2 1 1 4 NC SWAN1* ROMA1 -- 1 1 2 2 4

LA BRET1* GFP -- 2 2 2 2 4

-- indicates an incomplete year with no substitutions made

1 indicates a complete RHR year

2 indicates a year is considered complete with some substituted values

# 3- 14 SAMA1 (CHAS1 donor)

Baseline Extinction, New IMPROVE Algorithm

20% W > 105

0 50 100 150 200

J-0

2 F-0 2 M- 0 2

A - 0 2

M - 02 J-0 2 J-02

A -02 S-0 2 O - 02 N-02 D-0 2Extinction (Mm-1) 

# ■ ■ ■ ■■■■■■■■■■■■■■■■■■■ ■ ■ ■■ ■■■■■■■■■■ ■■■ ■ 

# 20% W > 101

0 50 100 150 200

J-

0 1 F- 01 M-01 A - 0 1 M -0

1 J-01 J- 0 1 A -01 S-0 1 O -0

1 N-01 D-0 1Extinction (Mm-1) 

# 0 50 100 150 200

J-00 F- 00 M-0 0 A-00 M-00 J- 0 0 J-0 0 A-00

S -0

0

O - 0 0 N-0 0 D-0 0Extinction (Mm-1)



# 20% W > 109

0 50 100 150 200

J-03

F -03 M-0 3

A - 03 M-0 3 J-03 J-03

A - 03 S-03 O-03 N-03 D-03Extinction (Mm-1)



# ■■■■■■■ ■ ■■■■■■■■■■■■■■■■■■■■ ■■■■■■■■■■■■■ 

# 20% W > 117

0 50 100 150 200

J-04

F -04 M-04 A-04 M-0 4 J- 0 4 J-04

A -0

4 S-0 4 O-04 N-0 4 D-04Extinction (Mm-1)



# Figure 3-9. 2000-2004 annual bar char ts indicating substituted data at the SAMA1 site. RHR

data are indicated in blue, and substituted data by species in specific colors. Substituted days are

also indicated by a black bar underneath the day. The red line indicate s the threshold above

which days are counted in the 20% worst days for that year.

# 3- 15 3.3 EXTINCTION TRENDS

10 year extinction trends for the period 1995-2004 were computed for each site that had

at least 5 years of complete data. Emissions reductions were implemented in the eastern U.S.

during this period under the Acid Rain provisi ons of the 1990 Clean Air Act Amendments and

under the NO

x 

# SIP call for ozone. Theil slopes were ca lculated to determine the trend, and pvalues were calculated using Ma nn-Kendall trend analysis to dete rmine the significance of each

slope. Lower p-values indicate higher conf idence levels in the computed slopes.

Figure 3-10 is a map indicating 10 year annual av erage extinction trends for sites with at

least 5 years of complete data. For sites in and around VISTAS, the BRIG1 and SHEN1 sites

indicated insignificant trends (p -value < 0.20) and 8 sites show ed decreasing trends (using pvalue<0.20 as indicator ). No s ites indicated increasing trends.

Figure 3-11 presents 10 year trend plots for a regional gr oup of sites. The legend

indicates the slope and p-value for the 20% worst days, 20% best days, and all monitored days.

For these plots the GRSM1 and SHRO1 sites were the only sites with sufficient data for trend

calculation, but annual observations for other site s are included on the plot for reference.

Additional trend plots for other regional groupi ngs of sites are included in Appendix E,

represented in term s of SVR, dv and Mm -1



# .



# +4 Mm-1

+2 Mm-1

Insig. Trend

-2 Mm-1

-4 Mm-1

<5 years

Total

Extinction Trends

IMPROVE

1995-2004

Light Extinction

Change Per Year

BRIG1

SHEN1

CHAS1 DOSO1

GRSM1 MACA1

OKEF1 ROMA1 SHRO1 UPBU1



# Figure 3-10. 10-year annual average extinction trends for sites in and around VISTAS Blue

triangles indicate decreasing tr ends and blank diamonds indica te insignificant trends (pvalue<0.20). No sites sh owed increasing trends.

# 3- 16 

# 10 Year Temporal Trends

All Days

0 20 40 60 80 100 120 1401995199619971998199920002001200220032004TBext (Mm-1) 

# LIGO1

N/A (< 5 years)

GRSM1

m = -1.52, p = 0.01

SHRO1

m = -1.62, p = 0.20

COHU1

N/A (< 5 years)

SIPS1

N/A (< 5 years) 

# 10 Year Temporal Trends

20% Best Days

0 10 20 30 40 50 601995199619971998199920002001200220032004TBext (Mm-1) 

# LIGO1

N/A (< 5 years)

GRSM1

m = -0.65, p = 0.19

SHRO1

m = -0.54, p = 0.09

COHU1

N/A (< 5 years)

SIPS1

N/A (< 5 years) 

# 10 Year Temporal Trends

20% Worst Days

0 50 100 150 200 250 3001995199619971998199920002001200220032004TBext (Mm-1) 

# LIGO1

N/A (< 5 years)

GRSM1

m = -6.77, p = 0.00

SHRO1

m = -4.61, p = 0.20

COHU1

N/A (< 5 years)

SIPS1

N/A (< 5 years)



# Figure 3-11. 10-year tr end plots for a regional grouping of sites. Slopes and p-values are

indicated in the legend.

# 3- 17 3.4 BASELINE (2000-2004) AND NATURAL ( 2064) VISIBILITY CONDITIONS

Baseline (2000-2004) visibility conditions we re determined using the new revised

IMPROVE algorithm to select the 20% worst a nd best visibility days, and using VISTAS

substituted data when appropriate.

Natural background visibility as defined in EPA guidance

( http://vista.cira.colostate.edu/ views/Web/RHR/RHR_Planning.aspx ) is based on annual average

concentrations of fine particle components. The same annual average natural background mass

concentrations are assumed for all Class I areas in the eastern U.S. (separate values are estimated

for the western U.S.). Natural background visibility for the 20% worst days is estimated by

assuming that fine particle concentrations fo r natural background are normally distributed and

the 90 th 

# percentile of the annual distribution repres ents natural background visibility on the 20%

worst days. These assumptions are somewhat over simplified because the distribution of

visibility conditions is likely not a normal distribution and the 92 nd 

# percentile of a normal

distribution would be a better re presentation of the mean of th e 20% worst days than the 90 th



# percentile 16 

# . EPA’s guidance did not estimate the co ntributions of indivi dual fine particle

components to natural background visibility on the 20% worst days. Following development of

the new IMPROVE algorithm, a workgroup under the IMPROVE Steering Committee

recommended revised assumptions to estimate natural background visibility on the 20% worst

days ( http://vista.cira.colostate.edu/TSS/Tools/WOEChecklist.aspx ). For each Class I area, the

natural background distribution of ea ch fine particle component is assumed to be the same as the

current (2000-2004) distributi on of that component.

For visualization purposes, haze conditions using images available for several of the

VISTAS sites were simulated using ARS’ Wi nHaze Visual Air Quality Modeler (Ver. 2.9.6).

Figure 3-12 presents a spit im age depicting simulated baselin e conditions and 2018 projected

conditions at the GRSM1 site. There is a discerna ble difference in visibility between these time

periods. Figure 3-13 depicts the estimated natural conditions goal for the GRSM1 site. Images

for all VISTAS sites available through the WinH aze program (12 sites) are included in Appendix

F, and for the Sipsey Wilderness area in Appendix B1.

Tables 3-3 and 3-4 present the average baseline conditions for individual species,

including the percent co ntribution to aerosol ex tinction (Rayleigh not in cluded), and 2064 natural

condition estimates. Figures 3- 14 and 3-15 present stacked bar charts indicating species

contributions to light extinction (Mm -1 

# ) for the average of the 20% wo rst and best visibility days

for 2000-2004 at VISTAS regional sites. Figures 3-16 and 3-17 indicate sp ecies contri bution to

mass (μg/m 3 

# ) on the 20% worst and best extinction days.

Ammonium sulfate is the largest contributor to visibility impairme nt on the 20% haziest

days in the baseline 2000-2004 pe riod (75% at SIPS1) at all the IMPROVE sites in the VISTAS

region except Everglades National Park in Florid a, where Ammonium sulfat e is a close second to

Particulate Organic Materi al, POM (40 and 45%, resp ectively). POM (also re ferred to as organic

carbon) is the second largest contributor to aerosol extinction at all other sites, contributing to

between 14% of aerosol extinction on the worst days at SIPS1. Baseline conditions for 20%

worst days at the inland sites (182.2 - 241.4 Mm -1 

# ) average higher than conditions measured at

the coastal sites (116.4 - 147.3 Mm -1 

# ).

# 3- 18 Ammonium sulfate is also the largest contributor to visibility impairment on the 20% best

days (50% at SIPS1), with large contributions fr om ammonium nitrate and POM. Sea salt is not

a factor on the 20% worst days, but for the 20% be st days it contributes to between 2 and 7% of

the aerosol extinction at the VISTAS coastal sites.

Ammonium sulfate, Coarse Ma tter (CM) and POM are the la rgest contributors to total

mass on the 20% best and worst days. CM, alt hough it is a factor for total mass, has a low

extinction efficiency and does not contribute significantly to aerosol extinction. Ammonium

sulfate contributes more significantly to aerosol extinction because it read ily absorbs water vapor

in the air.

Figures 3-18 and 3-19 present stacked bar charts including all samples days at the

GRSM1 and ROMA1 sites in the 2000 through 2004 baseline period. The red line is a threshold

line, above which days are counted in the 20% worst days. Figures 3-20 and 3-21 select just the

20% worst and best days at the GRSM1 site, and Figures 3-22 and 3-23 select the 20% worst and

best visibility days at the ROMA1 site. The same charts are presented for additional Class I

areas in Appendix G and specifically for th e Sipsey Wilderness area in Appendix B1

.

For the GRSM1 site, the 20% haziest days ar e most likely to occur in the summer, and

the 20% best days occur most frequently durin g the winter. For coastal ROMA1 site, the 20%

haziest days can occur year round, with the summe r days being dominated by ammonium sulfate,

while the worst days that occur between Octobe r and February have large contributions from

ammonium sulfate, POM and some times ammonium nitrate.

# 3- 19 

# 2000-04 Baseline

216.3 Mm -1 

# 2018 Projected

113.6 Mm -1



# Figure 3-12. 2000-2004 baseline conditions and 2018 projected conditions at the GRSM1 site

simulated using WinHaze Visual Air Quality Modeling program.



# 2064 Natural Conditions

31.3 Mm -1



# Figure 3-13. 2064 natural conditions at the GRSM 1 site simulated using WinHaze Visual Air

Quality Modeling program.

# 3- 20 Table 3-3

Baseline (2000-2004) and Natural Background Visibility Conditions

20% Worst Visibility Days

2000-2004 Component Extinction (Mm-1)

(% of aerosol extinction) 2000-2004 Baseline 2064 Natural

Conditions

Site

Amm.

SO 4 

# Amm.

NO 3 

# POM LAC Soil CM Sea

Salt b

ext 

# (Mm -1 

# ) dV VR

(km) b

ext 

# (Mm -1 

# ) dV

SWAN1 83.3

(74%) 5.8

(5%) 14.7

(13%) 3.7

(3%) 0.6

(1%) 3.5

(3%) 0.2

(0%) 123.9 24.7 33.5 33.0 11.6

ROMA1 96.5

(71%) 5.3

(4%) 23.8

(18%) 5.7

(4%) 0.6

(0%) 3.2

(2%) 0.2

(0%) 147.3 26.5 27.2 34.3 12.1

OKEF1 102.9

(69%) 4.9

(3%) 30.3

(20%) 6.2

(4%) 0.8

(1%) 3.1

(2%) 0.2

(0%) 159.4 27.1 24.8 32.5 11.4

EVER1 42.5

(40%) 4.8

(5%) 47.1

(45%) 5.9

(6%) 0.9

(1%) 3.0

(3%) 1.2

(1%) 116.4 22.3 37.6 43.1 12.2

CHAS1 87.4

(71%) 5.1

(4%) 20.6

(17%) 6.7

(5%) 0.9

(1%) 3.0

(2%) 0.2

(0%) 135.0 25.7 29.7 31.1 11.2VISTAS coastal



# SAMA1 93.1

(71%) 4.5

(3%) 24.2

(18%) 5.6

(4%) 0.8

(1%) 2.6

(2%) 0.2

(0%) 142.1 26.3 28.2 33.9 11.9

DOSO1 160.5

(87%) 3.4

(2%) 13.4

(7%) 4.7

(3%) 0.8

(0%) 1.7

(1%) 0.1

(0%) 194.6 29.0 20.1 28.5 10.4

SHEN1 155.5

(83%) 5.8

(3%) 16.1

(9%) 5.7

(3%) 0.7

(0%) 2.5

(1%) 0.1

(0%) 196.5 29.3 20.0 32.2 11.4

JARI1 136.4

(76%) 7.8

(4%) 22.8

(13%) 7.4

(4%) 0.8

(0%) 3.0

(2%) 0.2

(0%) 189.5 29.1 20.8 30.9 11.1

LIGO1 146

(85%) 2.3

(1%) 16.1

(9%) 5.2

(3%) 0.8

(0%) 2.2

(1%) 0.1

(0%) 183.6 28.8 21.3 31.0 11.2

SHRO1 149

(87%) 2.7

(2%) 14.6

(8%) 3.6

(2%) 0.9

(0%) 1.3

(1%) 0.1

(0%) 182.2 28.5 23.0 34.9 11.9

GRSM1 172.7

(84%) 3.4

(2%) 20.6

(10%) 5.7

(3%) 0.8

(0%) 1.9

(1%) 0.2

(0%) 216.3 30.3 18.1 31.3 11.2

COHU1 171.6

(84%) 3.5

(2%) 22.1

(11%) 5.1

(2%) 1.0

(0%) 1.8

(1%) 0.1

(0%) 216.0 30.3 19.0 33.5 11.4

SIPS1 133

(75%) 8.5

(5%) 24

(14%) 6.5

(4%) 0.8

(0%) 3.2

(2%) 0.3

(0%) 187.3 29.0 20.9 30.3 11.0VISTAS inland



# MACA1 188.9

(82%) 9.7

(4%) 22.3

(10%) 6.2

(3%) 0.9

(0%) 2.2

(1%) 0.1

(0%) 241.4 31.4 16.3 30.7 11.1

BRIG1 127.1

(70%) 15.7

(9%) 24.2

(13%) 7.0

(4%) 1.0

(1%) 5.4

(3%) 0.4

(0%) 192.7 29.0 20.4 36.3 12.2

BRET1 97

(76%) 8.5

(7%) 11.7

(9%) 5.2

(4%) 1.0

(1%) 3.8

(3%) 0.7

(1%) 139.0 26.0 29.9 33.6 11.9

MING1 99.8

(62%) 26.9

(17%) 20.9

(13%) 5.6

(3%) 1.4

(1%) 6.5

(4%) 0.2

(0%) 173.3 28.1 23.8 35.4 12.4

HEGL1 87.9

(63%) 17.9

(13%) 25.3

(18%) 5.2

(4%) 0.9

(1%) 2.8

(2%) 0.2

(0%) 151.2 26.7 25.9 32.1 11.3

UPBU1 83.2

(63%) 13.3

(10%) 22.5

(17%) 4.7

(4%) 1.2

(1%) 6.8

(5%) 0.2

(0%) 142.9 26.3 27.5 32.5 11.6non-VISTAS



# CACR1 87.1

(65%) 13.8

(10%) 23.4

(17%) 4.8

(4%) 1.1

(1%) 3.7

(3%) 0.2

(0%) 145.1 26.4 27.2 32.2 11.6

# 3- 21 Table 3-4

Baseline (2000-2004) and Natural Background Visibility Conditions

20% Best Visibility Days

2000-2004 Component Extinction (Mm-1)

(% of aerosol extinction) 2000-2004 Baseline 2064 Natural

Conditions

Site

Amm.

SO 4 

# Amm.

NO 3 

# POM LAC Soil CM Sea

Salt b

ext 

# (Mm -1 

# ) dV VR

(km) b

ext 

# (Mm -1 

# ) dV

SWAN1 11.4

(52%) 2.3

(10%) 2.4

(11%) 0.8

(4%) 0.2

(1%) 3.1

(14%) 1.5

(7%) 33.7 12.0 118.9 16.4 4.9

ROMA1 15.7

(51%) 3.1

(10%) 4.7

(15%) 1.7

(5%) 0.3

(1%) 2.9

(10%) 2.2

(7%) 42.4 14.3 92.7 24.4 8.6

OKEF1 19.7

(55%) 3.7

(10%) 6.8

(19%) 2.2

(6%) 0.4

(1%) 2.2

(6%) 0.7

(2%) 46.7 15.2 84.7 17.3 5.4

EVER1 9.6

(45%) 2.2

(10%) 3.5

(16%) 1.1

(5%) 0.4

(2%) 2.7

(13%) 1.9

(9%) 32.3 11.7 121.3 16.9 5.2

CHAS1 18.4

(50%) 4.2

(11%) 6.3

(17%) 2.9

(8%) 0.6

(2%) 3.3

(9%) 1.0

(3%) 47.7 15.5 83.1 16.8 5.0VISTAS coastal



# SAMA1 18.6

(59%) 2.8

(9%) 4.9

(16%) 1.7

(5%) 0.5

(2%) 2.3

(7%) 0.7

(2%) 42.7 14.4 93.1 16.0 4.6

DOSO1 14.3

(56%) 3.1

(12%) 4.9

(19%) 2.1

(8%) 0.2

(1%) 0.7

(3%) 0.1

(0%) 35.4 12.3 111.0 14.4 3.6

SHEN1 11.2

(53%) 4.2

(20%) 2.9

(14%) 1.6

(8%) 0.2

(1%) 1.1

(5%) 0.1

(1%) 31.2 10.9 127.2 13.8 3.1

JARI1 17.5

(56%) 3.7

(12%) 5.6

(18%) 3.0

(9%) 0.2

(1%) 1.2

(4%) 0.1

(0%) 42.3 14.2 93.3 15.5 4.4

LIGO1 11.3

(56%) 2.2

(11%) 3.8

(19%) 1.8

(9%) 0.2

(1%) 0.8

(4%) 0.1

(1%) 31.2 11.1 126.4 22.1 7.6

SHRO1 7.1

(58%) 1.5

(12%) 2.1

(17%) 0.9

(7%) 0.2

(1%) 0.4

(4%) 0.1

(1%) 22.3 7.7 182.0 12.1 1.8

GRSM1 16.4

(56%) 3.9

(14%) 4.9

(17%) 2.2

(8%) 0.2

(1%) 1.3

(5%) 0.2

(1%) 40.2 13.6 98.0 15.9 4.6

COHU1 16.3

(55%) 5.2

(17%) 4.8

(16%) 2.0

(7%) 0.2

(1%) 1.0

(3%) 0.1

(0%) 40.6 13.8 100.1 14.4 3.5

SIPS1 18.5

(50%) 7.1

(19%) 6.5

(17%) 2.6

(7%) 0.4

(1%) 2.1

(6%) 0.1

(0%) 48.3 15.6 81.4 16.6 5.0VISTAS inland



# MACA1 22.1

(53%) 8.8

(21%) 6.3

(15%) 3.0

(7%) 0.3

(1%) 1.4

(3%) 0.1

(0%) 53.0 16.5 74.2 16.5 5.0

BRIG1 14.8

(49%) 3.9

(13%) 4.5

(15%) 2.4

(8%) 0.2

(1%) 3.2

(11%) 1.4

(4%) 42.4 14.3 92.2 17.4 5.5

BRET1 17.1

(56%) 3.1

(10%) 3.2

(11%) 1.8

(6%) 0.4

(1%) 3.4

(11%) 1.3

(4%) 41.3 14.0 97.6 16.9 5.2

MING1 14.3

(46%) 4.8

(15%) 6.3

(20%) 2.3

(7%) 0.4

(1%) 3.1

(10%) 0.1

(0%) 43.2 14.5 92.9 15.7 4.5

HEGL1 10.8

(42%) 4.9

(19%) 5.1

(20%) 2.0

(8%) 0.3

(1%) 2.3

(9%) 0.2

(1%) 36.6 12.8 107.2 16.0 4.7

UPBU1 8.7

(39%) 4.6

(21%) 4.2

(19%) 1.5

(7%) 0.3

(2%) 2.8

(13%) 0.1

(0%) 33.2 11.7 118.9 15.2 4.2non-VISTAS



# CACR1 8.5

(41%) 4.0

(20%) 4.3

(21%) 1.5

(7%) 0.2

(1%) 1.8

(9%) 0.2

(1%) 31.6 11.2 124.0 15.3 4.2

# 3- 22 Average Extinction for 20% Worst Days

New IMPROVE Algorithm (nia)

2000-2004

0 50 100 150 200 250 300SWAN1ROMA1OKEF1EVER1CHAS1SAMA1DOSO1SHEN1JARI1LIGO1SHRO1GRSM1COHU1SIPS1MACA1BRIG1BRET1MING1HEGL1UPBU1CACR1



# VISTAS coastal VISTAS inland non-VISTASExtinction (Mm-1) 

# Sea Salt

CM

Soil

EC

POM

Amm NO3

Amm SO4

Rayleigh



# Figure 3-14. Contributions to light extinction (Mm -1 

# ) for the average of the 20% worst visibility

days in 2000-2004 at VISTAS and neighboring Class I areas.

Average Extinction for 20% Best Days

New IMPROVE Algorithm (nia)

2000-2004

0 10 20 30 40 50 60SWAN1ROMA1OKEF1EVER1CHAS1SAMA1DOSO1SHEN1JARI1LIGO1SHRO1GRSM1COHU1SIPS1MACA1BRIG1BRET1MING1HEGL1UPBU1CACR1



# VISTAS coastal VISTAS inland non-VISTASExtinction (Mm-1) 

# Sea Salt

CM

Soil

EC

POM

Amm NO3

Amm SO4

Rayleigh



# Figure 3-15. Contributions to light extinction (Mm -1 

# ) for the average of the 20% best visibility

days in 2000-2004 at VISTAS and neighboring Class I areas.

# 3- 23 0 5 10 15 20 25 30 35SWAN1ROMA1OKEF1EVER1CHAS1SAMA1DOSO1SHEN1JARI1LIGO1SHRO1GRSM1COHU1SIPS1MACA1BRIG1BRET1MING1HEGL1UPBU1CACR1



# VISTAS coastal VISTAS inland non-VISTASMass (μg/m3) 

# Sea Salt

CM

Soil

EC

POM

Amm NO3

Amm SO4



# Figure 3-16. Contributions to mass (μg/m 3 

# ) for the average of the 20% worst visibility days in

2000-2004 at VISTAS and neighboring Class I areas.

0 2 4 6 8 10 12SWAN1ROMA1OKEF1EVER1CHAS1SAMA1DOSO1SHEN1JARI1LIGO1SHRO1GRSM1COHU1SIPS1MACA1BRIG1BRET1MING1HEGL1UPBU1CACR1



# VISTAS coastal VISTAS inland non-VISTASMass (μg/m3) 

# Sea Salt

CM

Soil

EC

POM

Amm NO3

Amm SO4



# Figure 3-17. Contributions to mass (μg/m 3 

# ) for the average of the 20% best visibility days in

2000-2004 at VISTAS and neighboring Class I areas.

# 3- 24 GRSM1

Baseline Extinction, New IMPROVE Algorithm

20% W > 142

0 100 200 300 400

J-0

2 F-0 2 M- 0 2

A - 0 2

M - 02 J-0 2 J-02

A -02 S-0 2 O - 02 N-02 D-0 2Extinction (Mm-1) 

# 20% W > 140

0 100 200 300 400

J-

0 1 F- 01 M-01 A - 0 1 M -0

1 J-01 J- 0 1 A -01 S-0 1 O -0

1 N-01 D-0 1Extinction (Mm-1) 

# 20% W > 139

0 100 200 300 400

J-00 F- 00 M-0 0 A-00 M-00 J- 0 0 J-0 0 A-00

S -0

0

O - 0 0 N-0 0 D-0 0Extinction (Mm-1)



# 20% W > 139

0 100 200 300 400

J-03

F -03 M-0 3

A - 03 M-0 3 J-03 J-03

A - 03 S-03 O-03 N-03 D-03Extinction (Mm-1)



# 20% W > 130

0 100 200 300 400

J-04

F -04 M-04 A-04 M-0 4 J- 0 4 J-04

A -0

4 S-0 4 O-04 N-0 4 D-04Extinction (Mm-1)



# Figure 3-18. Bar charts by year indicating speciat ion of all data collected at the GRSM1 site.

The red line indicates the thre shold above which days are counted in the 20% worst days.

# 3- 25 ROMA1

Baseline Extinction, New IMPROVE Algorithm

20% W > 92

0 50 100 150 200 250 300

J -0

2 F- 0 2 M-0 2 A-02 M-02

J -0

2 J-0 2 A-02 S-02

O - 0 2 N-0 2 D- 02Extinction (Mm-1) 

# 20% W > 102

0 50 100 150 200 250 300

J -0

1 F-01 M-0 1 A-01 M-01 J-0 1 J-01 A-01 S-01 O - 0 1 N-01 D-01Extinction (Mm-1) 

# 20% W > 133

0 50 100 150 200 250 300

J-0

0 F- 00 M- 00

A - 00 M-00 J-0 0 J-0 0

A - 00 S- 0 0 O-00 N- 0 0 D- 00Extinction (Mm-1)



# 20% W > 96

0 50 100 150 200 250 300

J -0

3 F-03 M-0 3

A - 03

M -03 J-03 J-0 3

A - 03

S - 03

O - 03 N- 0 3 D-03Extinction (Mm-1)



# 20% W > 116

0 50 100 150 200 250 300

J -0

4 F- 0 4 M-04

A -04 M- 04 J-0 4 J-04

A -0

4 S-04 O-04 N- 04 D- 04Extinction (Mm-1)



# Figure 3-19. Bar charts by year indicating speciation of all data collected at the ROMA1 site.

The red line indicates the thre shold above which days are counted in the 20% worst days.

# 3- 26 y

0 50 100 150 200 250 300 350 400 4503/85/65/176/36/106/287/17/87/228/58/168/198/238/2610/1510/1810/2110/2410/2711/25/15/76/96/126/216/277/37/127/187/217/247/308/28/58/88/118/148/178/238/269/79/139/1911/182/255/25/85/176/16/136/196/227/17/77/107/167/227/318/38/68/98/128/158/219/59/89/119/173/164/275/245/276/56/116/266/297/57/177/207/268/78/108/168/198/228/258/289/39/69/99/129/211/102/216/86/116/206/266/297/87/177/207/298/48/108/168/198/258/288/319/39/129/159/3010/310/30



# 2000 2001 2002 2003 2004Extinction (Mm-1) 

# Sea Salt

CM

Soil

LAC

POM

Amm NO3

Amm SO4

Rayleigh



# Figure 3-20. Contributions to light extinction (Mm -1 

# ) for the 20% worst visibility days in 2000-

2004 at the GRSM1 site.

0 10 20 30 40 50 60 70 801/81/121/151/221/261/292/123/113/294/54/84/124/154/224/2610/911/1411/2012/1412/231/71/101/191/221/312/62/152/242/273/143/204/135/256/309/19/49/2510/710/1010/1610/2511/3012/1512/211/81/111/141/232/12/72/192/283/33/93/304/267/139/149/2610/2610/2911/411/1611/2212/712/1312/221/302/22/52/172/263/193/314/94/185/125/217/210/610/1510/2711/511/2011/2612/212/512/812/1412/171/11/71/161/251/312/62/122/152/273/73/314/66/239/1810/1511/1111/1411/2311/2611/2912/212/812/1112/23



# 2000 2001 2002 2003 2004Extinction (Mm-1) 

# Sea Salt

CM

Soil

LAC

POM

Amm NO3

Amm SO4

Rayleigh



# Figure 3-21. Contributi ons to light extinction (Mm -1 

# ) for the 20% best vi sibility days in 2000-

2004 at the GRSM1 site.

# 3- 27 y

0 50 100 150 200 250 300 350 4001/12/122/235/37/17/87/127/157/198/128/168/198/269/1510/1510/1811/511/812/812/111/11/42/213/24/105/135/165/195/285/316/157/97/127/158/88/238/268/299/199/229/2810/3111/911/1812/31/171/292/132/162/224/205/26/46/77/17/47/77/167/197/257/318/249/119/149/1710/2010/2310/2612/71/92/202/263/255/275/306/56/116/206/236/267/117/298/198/259/69/99/129/2110/310/610/1210/211/101/131/222/243/134/95/65/125/276/207/117/147/207/237/268/48/199/39/249/3010/310/2710/3012/5



# 2000 2001 2002 2003 2004Extinction (Mm-1) 

# Sea Salt

CM

Soil

LAC

POM

Amm NO3

Amm SO4

Rayleigh



# Figure 3-22. Contributions to light extinction (Mm -1 

# ) for the 20% worst visibility days in 2000-

2004 at the ROMA1 site.

0 10 20 30 40 50 60 70 801/51/151/292/264/224/266/146/176/287/298/28/239/99/129/1810/910/2412/2312/261/101/312/123/144/255/16/276/307/38/28/59/109/1610/710/1010/1310/2211/311/1511/2411/2712/612/1812/241/141/233/33/63/94/24/144/175/56/106/196/226/257/108/158/309/29/59/209/239/2610/1112/191/242/52/233/314/95/215/246/146/177/147/237/268/169/39/159/2711/511/1411/1711/2012/1112/2012/231/72/122/152/273/13/43/73/314/156/146/177/298/18/139/2111/211/511/1111/2612/212/1112/1412/20



# 2000 2001 2002 2003 2004Extinction (Mm-1) 

# Sea Salt

CM

Soil

LAC

POM

Amm NO3

Amm SO4

Rayleigh



# Figure 3-23. Contributions to light extinction (Mm -1 

# ) for the 20% best visibility days in 2000-

2004 at the ROMA1 site.

# 3- 28 3.5 GLIDEPATHS

The RHR guidance requires reasonable prog ress to be tracked using the Haze Index

(deciviews), which is determined as a logar ithmic transformation of the sum of all light

extinction terms in the IMPROVE light extinction algorithm. The rate of visibility improvement

between baseline conditions in 2000-2004 and natu ral background conditions in 2064 is defined

as the glidepath for the uniform rate of progress toward visibility goals. Glidepaths calculated

using the original and revised IMPROVE al gorithm for the GRSM1 and ROMA1 sites are

presented in Figures 3-24 and 3-25 and for th e Sipsey Wilderness in Appendix B1. Natural

conditions for the glidepath usi ng the original IMPROVE equati on are EPA default calculations,

and natural conditions for the path using the re vised IMPROVE equations are the revised natural

condition calculations discussed in Section 2.1. Curre nt conditions at the interior sites are poorer

than at the coastal sites and t hus a higher rate of improvement is required in each decade to

achieve a uniform rate of progress toward natural bac kground conditions in 2064.

Glide Path to Natural Conditions (2004-2064)

(5-yr Rolling Average for 20% Haziest Days - New IMPROVE equation and NB II )



# 0 5 10 15 20 25 30 351986-19901988-19921990-19941992-19961994-19981996-20001998-20022000-2004200620082010201220142016201820202022202420262028203020322034203620382040204220442046204820502052205420562058206020622064Deciviews (dv) 

# Default Glide Path GRSM New Glide Path GRSM

Default 5-yr Rolling Avg GRSM New 5-yr Rolling Avg GRSM

Annual g90 - Old Annual g90 - New



# Base old Base new Default NB NB2

Great Smokey Mtns 28.8 30.3 11.4 dv 11.2 dv



# Figure 3-24. DV Glidepaths for the GRSM1 site , calculated using both the original IMPROVE

algorithm using EPA default natural conditions (Default NB) and the new IMPROVE algorithm

using the revised estimate of na tural background conditions (NB2).

# 3- 29 Glide Path to Natural Conditions (2004-2064)

(5-yr Rolling Average for 20% Haziest Days - New IMPROVE equation and NB II )



# 0 5 10 15 20 25 30 351986-19901988-19921990-19941992-19961994-19981996-20001998-20022000-2004200620082010201220142016201820202022202420262028203020322034203620382040204220442046204820502052205420562058206020622064Deciviews (dv) 

# New Glide Path ROMA Default Glide Path ROMA

New 5-yr Rolling Avg ROMA Default 5-yr Rolling Avg ROMA

Annual g90 - New Annual g90 - Old



# Base old Base new Default NB NB2

Cape Romain 25.3 26.5 11.4 dv 12.1 dv



# Figure 3-25. DV Glidepaths for the ROMA1 site, calculated usi ng both the original IMPROVE

algorithm using EPA default natural conditions (Default NB) and the new IMPROVE algorithm

using the revised estimate of na tural background conditions (NB2).

The glidepath defined using deciview (dv) does not provide information regarding the

relative contributions of individua l species to overall visibility. This information is useful

because some species (sulfate and nitrate) orig inate from largely anthropogenic sources, while

others (organic carbon, elemental carbon) orig inate from a mixture of both anthropogenic and

natural sources.

To look at individual species contribution, species specific glidepaths were constructed

using extinction in a manner similar to that outlined in RHR guidance for total deciviews.

Figures 3-26 through 3-29 present glidepath ch arts for total extinction and for ammonium

sulfate, ammonium nitrate and POM extinction at the GRSM1 site, a nd figures 3-30 through 3-

33 present the glidepaths for the ROMA1 site. Th e dv glidepath is linear as defined in the RHR,

which, because it is a logarithmic transformation of extinction data, translates to a curved line

when converted to total extinction in Mm -1 

# . The dv contribution can not be constructed for

individual species, so li near approximations in Mm -1 

# are used for the species specific glidepaths

to approximate progress goals. 2018 projecte d extinction values were provided by ENVIRON

based on CMAQ modeling of the 2018 Base G1 invent ory. Plots for each site in and around the

VISTAS region are included in Appendix I, and specifically for the Sipsey Wilderness area in

Appendix B1.

# 3- 30 For total extinction, the proj ected 2018 value at the GRSM1 site is well below the

glidepath to natural conditions. This is in large part due to the substantial improvement in

projected ammonium sulfate values, from 173 Mm -1 

# to 70 Mm -1 

# in 2018. POM needs little

improvement to reach natural conditions, and projected 2018 values fall slightly below the

glidepath. For ammonium nitrate, baseline co nditions are low, and are similar to estimated

natural conditions. Projected 2018 nitrate values are actually higher than the baseline emissions,

but still low at 9 Mm -1 

# when compared to the baseline ammonium sulfate emissions of 173

Mm -1



# .

At the ROMA1 site, the baseline is lower than for the GRSM1 site, and the projected

2018 value for total extinction at the ROMA1 site is on the glidepath. Projected ammonium

sulfate is below the glidepath, with a projecte d value of 54 Mm -1 

# in 2018. POM again needs little

improvement to reach natural c onditions, and projecte d 2018 values are on the glidepath. For

ammonium nitrate, projected 2018 values are lower than the ba seline emissions, slightly above

the glidepath, but still low, w ith projected 2018 values of 5 Mm -1



# .

0 50 100 150 200 25020002002200420182064Extinction (Mm-1) 

# Total Bext

Baseline

Glide Slope

2018 Base G

Natural Conditions



# Figure 3-26. Glidepat h depicting total b

ext 

# (Mm -1 

# ) for 20% worst days at the GRSM1 site.

# 3- 31 0 20 40 60 80 100 120 140 160 180 20020002002200420182064Extinction (Mm-1) 

# Ammonium Sulfate

Baseline

Glide Slope

2018 Base G

Natural Conditions



# Figure 3-27. Glidepath depicti ng Ammonium Sulfate for 20% wo rst days at the GRSM1 site.

0 1 2 3 4 5 6 7 8 9 1020002002200420182064Extinction (Mm-1) 

# Ammonium Nitrate

Baseline

Glide Slope

2018 Base G

Natural Conditions



# Figure 3-28. Glidepath depicti ng Ammonium Nitrate for 20% wo rst days at the GRSM1 site.

# 3- 32 0 5 10 15 20 25 30 35 4020002002200420182064Extinction (Mm-1) 

# Particulate Organic Matter

Baseline

Glide Slope

2018 Base G

Natural Conditions



# Figure 3-29. Glidepath depicti ng Particulate Organic Material for 20% worst days at the

GRSM1 site.

0 20 40 60 80 100 120 140 160 180 20020002002200420182064Extinction (Mm-1) 

# Total Bext

Baseline

Glide Slope

2018 Base G

Natural Conditions



# Figure 3-30. Glidepat h depicting total b

ext 

# (Mm -1 

# ) for 20% worst days at the ROMA1 site.

# 3- 33 0 20 40 60 80 100 120 14020002002200420182064Extinction (Mm-1) 

# Ammonium Sulfate

Baseline

Glide Slope

2018 Base G

Natural Conditions



# Figure 3-31. Glidepath depicti ng Ammonium Sulfate for 20% worst days at the ROMA1 site.

0 1 2 3 4 5 6 7 820002002200420182064Extinction (Mm-1) 

# Ammonium Nitrate

Baseline

Glide Slope

2018 Base G

Natural Conditions



# Figure 3-32. Glidepath depicti ng Ammonium Nitrate for 20% wo rst days at the ROMA1 site.

# 3- 34 0 5 10 15 20 25 30 3520002002200420182064Extinction (Mm-1) 

# Particulate Organic Matter

Baseline

Glide Slope

2018 Base G

Natural Conditions



# Figure 3-33. Glidepath depicti ng Particulate Organic Material for 20% worst days at the

ROMA1 site.

# 3- 35 3.6 ATTRIBUTION ANALYSIS

An attribution analysis was performed to allo w states to understand what source regions

impact Class I areas in the VISTAS region. The analysis included construction of back

trajectory and residence time maps, and compar isons of international and domestic mass

attribution.

3.6.1 Back Trajectory Maps

For the year 2002, back trajectories were computed for IMPROVE monitoring sites in

and around the VISTAS region. These analyses used the VISTAS substituted data set, with

extinction calculated using the original IMPROVE algorithm. The original algorithm was used

because the maps were generated and mapped be fore VISTAS made the decision to use the

revised algorithm, but the days identified as the 20% worst days are similar, if not exactly the

same, between algorithms. Each ho urly point for back trajectori es with end dates corresponding

to the 20% worst visibility days was plotted on a map. A back trajectory map for the 20% worst

measured extinction days at the SIPS1 site is pres ented in Figure 3-34. Back trajectory maps for

all VISTAS sites are included in Appendix J.

Figure 3-34. Back trajectories for the 20% Wors t extinction days at the Sipsey Wilderness area

IMPROVE monitoring site.

# 3- 36 3.6.2 Residence Time Maps

Residence time maps were constructed us ing 2000-2004 back trajectories. 20% worst

extinction days were determined using th e substituted IMPROVE RHR2 (new IMPROVE

algorithm, updated 3/06) data set. Each hourly point for back trajecto ries with end dates

corresponding to the 20% worst visibility da ys was counted and summed into 1⁄4 degree

horizontal grid cells of latitude and longitude. The percent of hourly point s in each grid cell was

calculated and mapped using color gradients, where darker colors indicate regional areas where

air parcels spent the most time before reachin g the IMPROVE monitors. A residence time map

for the 20% worst measured extinction days at the SIPS1 site for trajectories with end heights of

100m is presented in Figure 3- 31. 100m and 500m residence ti me maps for all VISTAS and

regional sites are incl uded in Appendix K.

Residence time over an area is indicative of general flow patterns, but since it does not

account for emissions and removal processes, it does not necessarily imply specific areas

contributed significantly to h aze compounds at a receptor site.

Figure 3-35. Residence times fo r 72-hour back trajectories with 100m end heights for 20% worst

extinction days at the SIPS1 IMPROVE monitoring site.

# 3- 37 3.6.3 Extinction-Weighted Residence Time

For the years 2000-2004 ARS genera ted extinction-weighted resi dence time data for each

IMPROVE site in and around the VISTAS region. These analyses used the VISTAS substituted

data set, with extinction calculated using th e original IMPROVE algorithm. The original

algorithm was used because these da ta files were generated prior to VISTAS decision to use the

new algorithm, and it was determined that updating these data with the revised algorithm would

not affect interpretation. Each hourly point for back traject ories with end dates corresponding to

one the 20% worst visibility days were weighted with calculated extinction values for that day.

Trajectory data were weighted by total extinction, and by ex tinction components including

ammonium sulfate (AmmSO4), ammonium nitrate (AmmNO3), particulate organic material

(POM), Light Absorbing Carbon (LAC), Soil, a nd Coarse Mass (CM). The extinction values

associated with hourly points were summed into 1 degree horizontal grid cells of latitude and

longitude.

These extinction-weighted residence time data files were provided to ENVIRON to use in

conjunction with emissions information to relate emissions and transport to components of haze,

and to apply distance weighting to estimate remova l processes. These char ts are available from

ENVIRON.

3.6.4 International Contributions

To account for contribution to mass measured at VISTAS sites from international

emissions, VISTAS generated model results with zeroed out Mexican and Canadian emissions,

and boundary conditions (as defined by the GEOS-CHEM global model). The difference

between the model run with and without the in ternational emissions wa s used to represent

species mass attributable to international sources.

Figure 3-36 and 3-37 present st acked bar charts separating domestic and international

attribution of mass on the 20% worst and best extinction days in 2002 at the GRSM1 site, and

Figures 3-38 and 3-39 present charts for the RO MA1 site. For this comparison all sulfate and

nitrate were assumed to be fu lly neutralized by particulate NH 4 + 

# (similar to IMPROVE

monitoring network assumptions). Negative number s in the international results indicated that

species concentration went up when the non-U.S. anthropogenic emissions were removed. The

negative impacts were usually small, and these values were set to zero for purposes of this

comparison. Domestic contributions were comput ed as the difference between total measured

mass and international modeled mass.

International attribution at the GRSM1 site ra nges between 2 and 7% of total mass on the

20% worst days. Magnitudes on the 20% best days were similar, but accounted for up to 41% of

total measured mass. At the ROMA1 site, attr ibution was between 0 a nd 18% on the worst days,

and up to 21% on the best days. Similar charts for the other Class I areas are included in

Appendix L and specifically for the Si psey Wilderness area in Appendix B1.

# 3- 38 GRSM1

Domestic and Internationa l Aerosol Mass by Species

20% Worst Days (2002)

0 5 10 15 20 25 30 35DomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternational



# 2/25 5/2 5/8 5/17 6/1 6/13 6/19 6/22 7/1 7/7 7/10 7/16 7/22 7/31 8/3 8/6 8/9 8/12 8/15 8/21 9/5 9/8 9/11 9/17Mass (μg/m3)



# Amm SO4 Amm NO3 POM LAC Soil CM Sea Salt



# Figure 3-36. Stacked bar charts of mass at the GRSM1 site depict ing domestic and international

contributions to the 20% worst days in 2002.

GRSM1

Domestic and Internationa l Aerosol Mass by Species

20% Best Days (2002)

0 2 4 6 8 10 12DomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternational



# 1/8 1/11 1/14 1/23 2/1 2/7 2/19 2/28 3/3 3/9 3/30 4/26 7/13 9/14 9/26 10/26 10/29 11/4 11/16 11/22 12/7 12/13 12/22Mass (μg/m3)



# Amm SO4 Amm NO3 POM LAC Soil CM Sea Salt



# Figure 3-37. Stacked bar charts for mass at the GRSM1 site depicting dome stic and international

contributions to the 20% best days in 2002.

# 3- 39 ROMA1

Domestic and Internationa l Aerosol Mass by Species

20% Worst Days (2002)

0 5 10 15 20 25 30 35 40DomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternational



# 1/17 1/29 2/13 2/16 2/22 4/20 5/2 6/4 6/7 7/1 7/4 7/7 7/16 7/19 7/25 7/31 8/24 9/11 9/14 9/17 10/20 10/23 10/26 12/7Mass (μg/m3)



# Amm SO4 Amm NO3 POM LAC Soil CM Sea Salt



# Figure 3-38. Stacked bar charts of mass at the ROMA1 site depict ing domestic and international

contributions to the 20% worst days in 2002.

ROMA1

Domestic and Internationa l Aerosol Mass by Species

20% Best Days (2002)

0 2 4 6 8 10 12 14 16 18 20DomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternationalDomesticInternational



# 1/14 1/23 3/3 3/6 3/9 4/2 4/14 4/17 5/5 6/10 6/19 6/22 6/25 7/10 8/15 8/30 9/2 9/5 9/20 9/23 9/26 10/11 12/19Mass (μg/m3)



# Amm SO4 Amm NO3 POM LAC Soil CM Sea Salt



# Figure 3-39. Stacked bar charts for mass at the ROMA1 site depicting domestic and

international contributions to the 20% best days in 2002.naturalsite Group_FREQ_NIA_Ammonium_Sulfate_ExtNIA_Ammonium_Nitrate_ExtNIA_Organic_extNIA_Elemental_Carbon_ExtNIA_Fine_Soil_ExtNIA_Sea_Salt_ExtNIA_Coarse_ExtNIA_Natural_Extrayleigh_extNat_DVmethod valueACAD1 10 5 0.759453960.272969022.000489740.08351760.104311230.179137140.5636724715.963551212 4.655779NIA Norm NaturalACAD1 90 5 4.793782451.9724994611.80595960.398354470.517074272.118136392.172656435.7784631 12 12.43123 NIA Norm NaturalACAD1 100 5 2.036258420.93433385.432542830.2 0.247100750.952484291.2826696423.085389712 7.877019NIA Norm NaturalADPI1 10 3 0.66484160.375005452.057692530.08994731 0.126112740.189942230.6183695915.121911511 4.118528NIA Norm NaturalADPI1 90 3 4.043475451.0870099913.12294860.338908070.835585590.224556772.5251633333.177647811 11.56668NIA Norm NaturalADPI1 100 3 1.82529870.830966055.931407950.2 0.397514070.18418841 1.549007721.918382911 7.379644 NIA Norm NaturalAGTI1 10 4 0.17424750.221515880.738990790.10509661 0.256763620.201089930.7207621913.418466511 2.923249NIA Norm NaturalAGTI1 90 4 0.991412940.936114762.982893160.260091030.82666981.681443392.98204351 21.660668611 7.643351 NIA Norm NaturalAGTI1 100 4 0.617437020.593288221.76579181 0.2 0.5 0.688101481.8 17.164618511 5.248436 NIA Norm NaturalAREN1 10 3 0.708405150.281842442.04714560.09102970.19467131 0.168306720.8066726915.298073611 4.236947 NIA Norm NaturalAREN1 90 3 3.094444641.3121015812.57860320.317047850.912706671.421570832.8528143633.4892891 11 11.76572 NIA Norm NaturalAREN1 100 3 1.719103320.77913955.907569240.2 0.47886161 0.687818771.8 22.572492411 7.68337 NIA Norm NaturalBADL1 10 5 0.36359950.365585460.66079490.107054340.215943040.013666930.5913371313.317981311 2.857986 NIA Norm NaturalBADL1 90 5 1.189661660.863082554.095893260.344309970.951421090.187503044.0372070822.669078711 8.059062 NIA Norm NaturalBADL1 100 5 0.763777730.743894851.789129790.2 0.496577070.050783421.8 16.844162911 5.010513 NIA Norm NaturalBALD1 10 2 0.230492640.189143950.56426321 0.106058670.097237920.00357431 0.2944781610.48524889 0.462738NIA Norm NaturalBALD1 90 2 0.578859590.731678863.91230511 0.358027121.133790090.134216133.4578474719.30672449 6.393608NIA Norm NaturalBALD1 100 2 0.466312430.449090261.796625640.2 0.5 0.045834981.6292461514.08710959 3.156531 NIA Norm NaturalBAND1 10 5 0.355495190.306794 0.895453460.120463540.16161861 0.002865950.5437474211.38643829 1.28671 NIA Norm NaturalBAND1 90 5 0.647933490.807306834.006447770.324238881.072493820.238218793.6392338619.73587349 6.257156 NIA Norm NaturalBAND1 100 5 0.530260320.5358651.88385940.2 0.497086450.06605871.7189124414.43204239 3.366726 NIA Norm NaturalBIBE1 10 4 0.192900940.181904430.681369720.107574220.111513330.016276920.4822420611.773781610 1.622494 NIA Norm NaturalBIBE1 90 4 0.591589390.819080263.23005850.272095361.228860050.379320964.2324722820.753476810 7.158402 NIA Norm NaturalBIBE1 100 4 0.466312220.434773391.774685570.2 0.5 0.105263841.8 15.28103510 4.014705NIA Norm NaturalBLIS1 10 4 0.236544370.224305840.438554470.067773 0.090948180.033546280.305564 10.3972361 9 0.373637 NIA Norm NaturalBLIS1 90 4 0.861437250.880182074.149783920.378743270.971812490.090203052.297211918.62937399 6.051946 NIA Norm NaturalBLIS1 100 4 0.552532990.58631531 1.792513720.2 0.427683520.05441291 1.1498087713.76326729 2.949367 NIA Norm NaturalBLMO1 10 2 0.87770230.289453272.10117601 0.086551490.219489580.102784280.8061993215.483356311 4.35561 NIA Norm NaturalBLMO1 90 2 3.159853331.1691416711.75728490.332589370.971694880.33603851 3.29671731 32.02332 11 11.52639NIA Norm NaturalBLMO1 100 2 1.689704260.804003045.787579580.2 0.5 0.260271221.8 22.0415581 11 7.559392 NIA Norm NaturalBOAP1 10 3 0.340052070.281220870.86112980.128940360.15384990.076061160.5798008812.4210551 10 2.155863 NIA Norm NaturalBOAP1 90 3 0.584923881.006196173.147083680.288982051.062376 0.246071663.5552603819.890893810 6.729305NIA Norm NaturalBOAP1 100 3 0.487129180.512123631.77152351 0.2 0.5 0.142412441.8 15.413188810 4.162559NIA Norm NaturalBOND1 10 3 0.86446861 0.555183382.455026380.100052280.241817890.232305521.0667511916.515605211 4.997143 NIA Norm NaturalBOND1 90 3 3.694283570.9177329810.7785261 0.312056721.000817550.68436251 3.0243927331.4121721 11 11.35439NIA Norm NaturalBOND1 100 3 1.896185240.919823945.738909060.2 0.498669830.550111721.8 22.603699811 7.873438NIA Norm NaturalBOWA1 10 2 0.755608740.1410872 1.47851690.059212920.108171430.024306150.4516156814.01851911 3.352685NIA Norm NaturalBOWA1 90 2 3.130819131.7343257511.39239890.404206550.693285880.173493143.5284464732.056975811 11.48986 NIA Norm NaturalBOWA1 100 2 1.646489270.777958555.52752331 0.2 0.345280950.12222551.6900361421.309513711 7.10409 NIA Norm NaturalBRCA1 10 5 0.238256590.286966470.506100530.093057490.103302730.0056962 0.3616935210.59507359 0.567872 NIA Norm NaturalBRCA1 90 5 0.630545290.685527344.30344121 0.397498431.176901620.104568724.1219432520.42042589 6.79645 NIA Norm NaturalBRCA1 100 5 0.474382620.526172051.823799980.2 0.5 0.036641971.7191628714.28015959 3.219171 NIA Norm NaturalBRID1 10 5 0.282839870.246301790.40660680.08294350.072831390.00851070.1970639210.2970989 0.283917 NIA Norm NaturalPage 1naturalBRID1 90 5 0.817511220.789701194.64322550.392513771.07139611 0.036751092.6650783419.41617729 6.453072 NIA Norm NaturalBRID1 100 5 0.571639320.562801841.816832070.2 0.444398780.024723751.126416613.74681249 2.887357 NIA Norm NaturalBRIG1 10 5 0.88118970.352355962.544759460.119581790.242305730.21538761 1.0397225617.395302812 5.513209NIA Norm NaturalBRIG1 90 5 3.155743421.0711576712.77802560.28884561 0.846442233.56726671 2.620765736.328246912 12.24268NIA Norm NaturalBRIG1 100 5 1.802888670.815992086.008419490.2 0.471617451.384903171.8 24.483820912 8.475495NIA Norm NaturalBRLA1 10 3 0.238058720.143739320.279733930.052820250.080036220.00059861 0.155730488.950717538 -1.12044 NIA Norm NaturalBRLA1 90 3 0.916954760.881387564.996730280.448397 1.157222420.098324592.1959604618.6949771 8 6.04737 NIA Norm NaturalBRLA1 100 3 0.586289130.56997531 1.81941390.2 0.486927120.02310471.0409720912.72668238 2.026529NIA Norm NaturalBRMA1 10 3 0.744760650.30022971 1.844371440.078127870.108555340.209952220.6553465215.941343812 4.644756 NIA Norm NaturalBRMA1 90 3 4.412673351.5193891912.77228370.383984470.589802770.536966951.9131248834.128225312 12.0649 NIA Norm NaturalBRMA1 100 3 1.79257461 0.817193765.841411850.2 0.271490830.336623261.2729340622.532228412 7.705452 NIA Norm NaturalCABA1 10 3 0.726529740.229807881.991488760.079614270.168027970.174457770.868977616.23890412 4.826686 NIA Norm NaturalCABA1 90 3 3.590374191.4687800514.11705730.340772640.65338932.722108493.1163553838.008837412 12.83178NIA Norm NaturalCABA1 100 3 1.716004380.79390691 6.077017960.2 0.321621021.05025551.760696323.9195021 12 8.13929 NIA Norm NaturalCABI1 10 4 0.36160861 0.43250891 0.38034131 0.058697770.088346360.04157521 0.2493111211.612389310 1.48183 NIA Norm 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0.137101490.018362540.4818958412.125718910 1.91446 NIA Norm NaturalIKBA1 90 4 0.604885860.705881633.234374480.304355571.069381630.086193883.7877687919.792841810 6.682102 NIA Norm NaturalIKBA1 100 4 0.443746570.459981071.764879590.2 0.5 0.062418441.8 15.231025710 4.028969NIA Norm NaturalISLE1 10 5 0.716715460.140712750.964804340.050910960.089724480.094363940.4729369814.530168912 3.719481 NIA Norm NaturalISLE1 90 5 3.630453432.22682001 13.33914290.437678420.448811070.400984863.5469166436.030807312 12.36683 NIA Norm NaturalISLE1 100 5 1.767852060.838385525.187057160.2 0.239607170.20556991.73320451 22.171676312 7.326908NIA Norm NaturalJARB1 10 4 0.28521241 0.210915790.384985030.07339231 0.045912380.010363590.2006138311.211395310 1.138888NIA Norm NaturalJARB1 90 4 0.784003650.936479234.202297220.374393861.349524320.366833674.3377042422.351236210 7.866072 NIA Norm NaturalJARB1 100 4 0.546233980.559174841.812283840.2 0.5 0.10505041.8 15.5227431 10 4.050816 NIA Norm NaturalJARI1 10 4 0.812876430.468875262.072941550.0962091 0.197806620.059362050.8320632 15.540134211 4.386438NIA Norm NaturalJARI1 90 4 3.183744181.1060403211.48001720.293545160.810726260.24781421 2.75466181 30.876549211 11.12576 NIA Norm NaturalJARI1 100 4 1.778441960.797547685.77798911 0.2 0.481071330.117998871.8 21.95304911 7.545872 NIA Norm NaturalJOSH1 10 4 0.209164680.141418050.573240260.082627580.171402930.092097380.5658330511.835783910 1.67684 NIA Norm NaturalJOSH1 90 4 0.942949971.029263123.526220760.356778680.976610160.164162883.734063420.73004910 7.186363 NIA Norm NaturalJOSH1 100 4 0.551147970.559611231.765970620.2 0.5 0.131984531.8 15.508714410 4.169221 NIA Norm NaturalKAIS1 10 2 0.153631290.069090590.348372150.09761031 0.070887850.03485730.24635031 10.02079989 0.01687 NIA Norm NaturalKAIS1 90 2 1.031880691.01012201 4.20665890.322294860.883446460.348818683.72219251 20.5254141 9 7.105954 NIA Norm NaturalKAIS1 100 2 0.557087450.555032681.798738390.2 0.44202090.145614161.6916846914.39017839 3.266876 NIA Norm NaturalKALM1 10 4 0.299306060.2332931 0.887056260.134334770.050729780.294296090.5946259414.493642 12 3.696828NIA Norm NaturalKALM1 90 4 1.626857481.852924 2.919279390.24244030.395215054.72225391 2.2345830425.993553212 9.436643 NIA Norm NaturalKALM1 100 4 1.00170690.95930661.77630330.2 0.197601441.621127781.3457595919.101805612 6.231456 NIA Norm NaturalLABE1 10 4 0.264914450.302004560.392662870.064779230.059969850.033433160.2744280711.392192210 1.293542 NIA Norm NaturalLABE1 90 4 1.351345581.86128794.863312230.453284290.986351730.097267932.8328744922.4457241 10 7.854931 NIA Norm NaturalLABE1 100 4 0.808263770.853078891.836846680.2 0.437047280.092811491.4164551 15.644503210 4.134253 NIA Norm NaturalLASU1 10 2 0.772182240.493607722.409184170.092732330.22756540.210007971.0778066817.283086512 5.460301 NIA Norm NaturalLASU1 90 2 3.15015801 1.138379411.59437580.3279661 0.788423940.431584152.5913728932.022260312 11.50278NIA Norm NaturalLASU1 100 2 1.751347730.824030745.780206240.2 0.49449481 0.33279211 1.8 23.182871612 8.14078 NIA Norm NaturalLAVO1 10 5 0.235786 0.162417090.33352571 0.05549141 0.07958011 0.051404040.1438231211.062027510 0.999848NIA Norm NaturalLAVO1 90 5 1.176132651.63472571 4.531821650.419770770.887182360.052777062.3527920721.055202310 7.306781 NIA Norm NaturalLAVO1 100 5 0.692332670.707160461.811584020.2 0.444669150.064554481.0898765815.010177410 3.766909NIA Norm NaturalLIGO1 10 4 0.645333790.535586361.958682860.092233480.139590320.073049960.62271601 15.067192811 4.07178 NIA Norm NaturalLIGO1 90 4 4.005889031.08302451 11.01052440.311426580.833297890.275787732.5201252431.040075411 11.22283 NIA Norm NaturalLIGO1 100 4 2.061605780.889803435.777937520.2 0.449080290.164673231.5593946422.102494911 7.58034 NIA Norm NaturalLIVO1 10 3 0.786444420.644988122.72324781 0.112306440.229251 0.15738781 1.1309608816.784586511 5.160587 NIA Norm NaturalLIVO1 90 3 3.439043860.7721006410.02451290.277714770.967066650.429124732.5981511829.507714711 10.75542 NIA Norm NaturalLIVO1 100 3 1.83399261 0.850253455.69370690.2 0.5 0.321195491.8 22.199148411 7.768945NIA Norm NaturalLOST1 10 5 0.4207242 0.336920020.66126150.097011870.223168430.03101240.6328615713.40296 11 2.919422 NIA Norm NaturalLOST1 90 5 1.053259721.102255783.790063690.362528630.94820361 0.52406 3.7435087822.523880211 7.996907 NIA Norm NaturalLOST1 100 5 0.75900740.767790491.79127671 0.2 0.495471880.147357241.8 16.960903711 5.089079NIA Norm NaturalLYBR1 10 5 0.394766090.25932861 1.026822480.058912330.08571301 0.040227020.37729551 13.24306511 2.789916 NIA Norm NaturalLYBR1 90 5 4.821002051.4100622414.81869580.444273960.664610120.08804641 2.0123989935.259089611 11.73147 NIA Norm NaturalPage 5naturalLYBR1 100 5 1.77120311 0.797497695.417139560.2 0.278797230.128085381.072318620.665041611 6.443175NIA Norm NaturalMACA1 10 5 0.9211090.693453842.532271970.124801880.238418120.07978311 0.9258539316.515691811 4.99029 NIA Norm NaturalMACA1 90 5 4.507945920.7505716310.65443220.288440850.97882001 0.184857452.3154404330.680508511 11.08296 NIA Norm NaturalMACA1 100 5 2.213468360.929116435.746102570.2 0.5 0.11193861.6372152 22.337841211 7.768 NIA Norm NaturalMAVI1 10 2 0.809818290.368000042.950437890.124678170.16986271.24700691 1.0852773218.755081312 6.245053 NIA Norm NaturalMAVI1 90 2 3.064907881.33031688.80784870.265643870.5954865512.13725242.9169718941.1184281 12 13.95243 NIA Norm NaturalMAVI1 100 2 1.720776330.785620725.62921711 0.2 0.31145764.495074081.8 26.942145912 9.476952 NIA Norm NaturalMEAD1 10 1 0.191976190.215505650.882003560.126292430.109617360.028539040.39681881 11.95075310 1.773781 NIA Norm NaturalMEAD1 90 1 0.616044320.52987782.969069660.275770661.096258470.160800783.957482719.605304410 6.687636 NIA Norm NaturalMEAD1 100 1 0.401773720.404596261.752635690.2 0.5 0.069275631.8 15.128281310 3.974784 NIA Norm NaturalMELA1 10 5 0.40297691 0.352077840.695313730.097362320.203626620.024876990.677408313.453642711 2.960097 NIA Norm NaturalMELA1 90 5 1.093015440.984090123.968019480.357823930.99623580.04346581 3.9111492822.353799911 7.893528NIA Norm NaturalMELA1 100 5 0.733535490.758564251.800040280.2 0.478071940.048582681.8 16.818794611 5.005839NIA Norm NaturalMEVE1 10 5 0.361085270.358043240.675384020.1108211 0.169828070.001443720.40218721 11.07879269 1.014784 NIA Norm NaturalMEVE1 90 5 0.731967440.83301181 4.194933020.363967231.16379830.039793964.3015151620.62898699 6.805649NIA Norm NaturalMEVE1 100 5 0.57413370.58288651 1.830907340.2 0.5 0.018221921.7262804414.43242999 3.331191 NIA Norm NaturalMING1 10 1 0.655023180.277720851.824647950.07960551 0.174493250 0.6633751415.674865912 4.485946 NIA Norm NaturalMING1 90 1 2.716718471.4690835913.83060480.360526791.067038990 3.9756493635.419622 12 12.40005NIA Norm NaturalMING1 100 1 1.77577280.840240335.88225971 0.2 0.5 0.061524581.8 23.059797412 7.89446 NIA Norm NaturalMKGO1 10 3 0.793824930.47430052.138675070.089893380.199270990.20484301 0.872269815.773077711 4.521566 NIA Norm NaturalMKGO1 90 3 3.728978721.1855030910.58946650.303995430.836856640.882441292.8080882731.33533 11 11.35683 NIA Norm NaturalMKGO1 100 3 1.960673870.890842255.738247360.2 0.4603082 0.415586431.8 22.4656581 11 7.788532 NIA Norm NaturalMOHO1 10 4 0.250015870.2233231 0.160927120.043462270.051560530.110437920.0881441 10.927870910 0.875796 NIA Norm NaturalMOHO1 90 4 1.905266172.300032985.601884080.479309190.75694561 0.212859582.684031323.940328910 8.434948NIA Norm NaturalMOHO1 100 4 1.007214870.988650871.86363640.2 0.286745960.375354390.9492102815.670812810 4.026485NIA Norm NaturalMOMO1 10 3 0.641174160.281738341.603696850.079818570.159666 0.152470350.551157414.469721711 3.672911 NIA Norm NaturalMOMO1 90 3 4.275305721.3524790414.26931460.372180140.801755771.388196862.4683455335.927577611 12.42181 NIA Norm NaturalMOMO1 100 3 1.763400050.803482765.977842120.2 0.39577661 0.466672271.4880483922.095222211 7.30831 NIA Norm NaturalMONT1 10 4 0.346777670.327897730.52654901 0.085147330.083413680.011215230.2216457511.602646410 1.476935NIA Norm NaturalMONT1 90 4 1.042563061.228451694.481613320.38605301 1.185792970.018969973.8858382422.229282310 7.734488NIA Norm NaturalMONT1 100 4 0.740680820.753879231.815930690.2 0.440424460.035998461.4035633915.3904771 10 3.982105NIA Norm NaturalMOOS1 10 5 0.839944590.325162392.245682880.124464870.11956271 0.154415390.7513734716.560606312 5.013796 NIA Norm NaturalMOOS1 90 5 4.046782131.7126003811.64110280.355358380.398011121.507404092.3471940934.008452912 12.00725NIA Norm NaturalMOOS1 100 5 1.9045182 0.872912775.779101670.2 0.232216670.684453881.5336220823.206825312 8.044142 NIA Norm NaturalMORA1 10 4 0.34435090.311737950.51939840.06404790.05687831 0.140728460.4958563412.932998211 2.558318NIA Norm NaturalMORA1 90 4 2.195358552.623464963.436785860.343800090.550241860.991047722.4471154223.587814511 8.536926 NIA Norm NaturalMORA1 100 4 1.26215221 1.226783721.777672490.2 0.237306940.611268161.3600173417.675200911 5.458155NIA Norm NaturalMOZI1 10 4 0.310467990.241874560.46209031 0.082269130.08510331 0.011147240.36070661 9.553659158 -0.47527 NIA Norm NaturalMOZI1 90 4 0.745666980.881443634.527019950.390509151.028166950.023933143.5694482219.1661888 6.079038NIA Norm NaturalMOZI1 100 4 0.567394850.551607731.836120870.2 0.446010590.017951941.6160516313.23513768 2.412878NIA Norm NaturalNEBR1 10 2 0.320425460.197755520.573839530.070240580.2146791 0.033413450.54121681 12.951570511 2.580203 NIA Norm NaturalNEBR1 90 2 1.424343171.233104023.820787420.374917490.862669480.134768863.642610522.493200911 8.038857 NIA Norm NaturalNEBR1 100 2 0.768871250.735998051.778844230.2 0.5 0.072912251.8 16.856625811 5.009951 NIA Norm NaturalNOAB1 10 3 0.266203860.2314751 0.455077150.048382670.10676290.01593181 0.4910050510.61483859 0.584279NIA Norm NaturalNOAB1 90 3 0.81358151 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1.221027030.726046792.736392240.125072040.222256660.210269021.0148921417.255955911 5.422303 NIA Norm NaturalOKEF1 90 5 3.336910491.2772377511.96459490.318693070.803188531.332695582.4717749832.505095311 11.43969NIA Norm NaturalOKEF1 100 5 2.160355651.01062555.873138060.2 0.5 0.588066661.8 23.132185911 8.065182 NIA Norm NaturalOLTO1 10 2 0.707076450.205806252.0796541 0.098152570.202722970.266719530.8248823316.385014212 4.908136 NIA Norm NaturalOLTO1 90 2 3.24074931 1.7192297812.6079571 0.346481 0.879812032.178796323.4080400636.381065612 12.65574 NIA Norm NaturalOLTO1 100 2 1.804354290.826479125.871582820.2 0.459107 0.965280921.8 23.926804212 8.269024 NIA Norm NaturalOLYM1 10 3 0.388680980.335738960.661828750.091253280.0348221 0.312634090.2974250713.122383211 2.700799NIA Norm NaturalOLYM1 90 3 1.528282272.040772993.05204251 0.286074430.258032073.39237871 1.9382392823.495822311 8.440715NIA Norm NaturalOLYM1 100 3 1.053257161.054578861.770884 0.2 0.153199981.090028221.1258780417.447826311 5.336863 NIA Norm NaturalOMAH1 10 1 0.77632711 0.336260492.292430940.101796220.212080880.30997861 0.8495218415.8783961 11 4.593085NIA Norm NaturalOMAH1 90 1 2.837923480.8556495312.21464150.32197601 0.979045120.402984223.242352431.854572311 11.52777 NIA Norm NaturalOMAH1 100 1 1.701251780.806569395.786562030.2 0.5 0.39750721 1.8 22.191890411 7.650019NIA Norm NaturalORPI1 10 2 0.21042160.255103360.923994540.131032740.179504550.125734030.6982017313.523992511 3.013791 NIA Norm NaturalORPI1 90 2 0.585399320.598271162.861859780.240704821.073592840.764464163.8830700821.007362211 7.256289NIA Norm NaturalORPI1 100 2 0.39959840.391465951.754614250.2 0.5 0.330646141.8 16.376324711 4.779039NIA Norm NaturalPASA1 10 4 0.387918360.337788170.202197870.038148680.070186250.062398960.1411749511.239813310 1.160854 NIA Norm NaturalPASA1 90 4 1.703751052.171906425.907548380.552192140.808668340.20495161 2.2450613823.594079310 8.254155NIA Norm NaturalPASA1 100 4 1.034703621.078938991.875807130.2 0.330336980.1173682 0.8989693815.536124310 3.974237 NIA Norm NaturalPEFO1 10 5 0.280996920.309708640.796508260.142531070.153542550.005555330.4524154511.14125829 1.07091 NIA Norm NaturalPEFO1 90 5 0.602538040.565175193.854064320.253160291.124623460.130322534.29505981 19.82494369 6.485791 NIA Norm NaturalPEFO1 100 5 0.478069150.473977361.835127570.2 0.5 0.035914571.8 14.32308869 3.305597 NIA Norm NaturalPHOE1 10 3 0.33050090.193063340.851938420.1079792 0.29199071 0.174488870.98705 13.937011411 3.312492 NIA Norm NaturalPHOE1 90 3 0.418263291.10631491 3.808537920.359662560.658710250.830689072.4434149720.62559311 7.15765 NIA Norm NaturalPHOE1 100 3 0.383925320.432885571.77054590.2 0.5 0.459691091.8 16.547047911 4.922887 NIA Norm NaturalPINN1 10 4 0.41760930.323508520.888061860.118230840.16372471 0.338414650.8981724614.147722311 3.450113 NIA Norm NaturalPINN1 90 4 1.04593091.294701192.806862330.258757480.559807052.741800492.65294041 22.360799811 7.991796 NIA Norm NaturalPINN1 100 4 0.743790770.768120881.766106670.2 0.353396831.044048951.8 17.6754641 11 5.55493 NIA Norm NaturalPMRF1 10 3 0.570059420.245552922.04162251 0.086953340.088350380.144040070.5555509814.732129611 3.854448NIA Norm NaturalPMRF1 90 3 4.803933751.4648347912.9154241 0.375176950.660244290.29370272.1403065633.653623211 11.83986 NIA Norm NaturalPMRF1 100 3 1.80264180.797715045.859016680.2 0.282722160.276581241.2672526421.485929611 7.155681 NIA Norm NaturalPORE1 10 3 0.759228770.293068950.95615380.13186991 0.125269571.374418290.6492329816.289242312 4.818321 NIA Norm NaturalPORE1 90 3 0.810223160.930727232.170324670.17162 0.3782658229.67243853.3429373249.476536712 15.76805NIA Norm NaturalPORE1 100 3 0.77401640.827925621.848046580.2 0.2425466911.94628231.8 29.638817612 10.03554 NIA Norm NaturalPRIS1 10 3 0.719739640.268170962.0450851 0.1176661 0.207126440.203232420.8076420716.368662712 4.908722 NIA Norm NaturalPRIS1 90 3 3.948093341.8213799612.67472020.327947570.900042350.782646393.0528094735.507639312 12.42025NIA Norm NaturalPRIS1 100 3 1.83950390.838663045.85988741 0.2 0.497694640.465564761.8 23.501313812 8.107651 NIA Norm NaturalPUSO1 10 3 0.608719240.406225650.790200240.137130330.242572970.550313151.0162166415.751378212 4.527206 NIA Norm NaturalPUSO1 90 3 1.735875982.354807263.325421360.283271180.727580086.01238492.2183441628.657684912 10.37629NIA Norm NaturalPUSO1 100 3 1.083904851.122564461.773194730.2 0.489616072.235725241.8 20.705005312 7.018514 NIA Norm NaturalQUCI1 10 3 0.768910820.584877252.667630290.114506490.222980240.121740730.9722362616.4528821 11 4.955407 NIA Norm NaturalPage 7naturalQUCI1 90 3 3.647773190.7339832210.36558350.286387390.92530841 0.781540892.578370830.318947411 10.96775NIA Norm NaturalQUCI1 100 3 1.875931420.84739031 5.716019680.2 0.48629461 0.285890071.8 22.2115261 11 7.728066 NIA Norm NaturalQURE1 10 3 0.625975550.21894091 1.834781440.080233040.121190490.22912630.71838261 14.828630311 3.921663 NIA Norm NaturalQURE1 90 3 4.061856161.6508675914.83102470.383734380.827491720.39448611 2.5297241735.679184811 12.04701 NIA Norm NaturalQURE1 100 3 1.747095520.790940426.062268380.2 0.368355920.301136121.61202151 22.081817911 7.283673 NIA Norm NaturalQUVA1 10 3 0.282550870.171401960.981694350.131801720.191682180.05222851 0.6751190413.486478611 2.982584 NIA Norm NaturalQUVA1 90 3 0.527569250.965533532.873435320.26550860.928865470.301121033.4988078320.360841 11 6.964825NIA Norm NaturalQUVA1 100 3 0.419847380.454622381.757101770.2 0.5 0.128672851.8 16.260244411 4.727811 NIA Norm NaturalRAFA1 10 2 0.234434250.266725430.60444141 0.096976490.10861051 0.23859040.402541611.9523201 10 1.757821 NIA Norm NaturalRAFA1 90 2 1.179725561.034163573.357237050.30261411 0.943340961.720895383.382137921.920114510 7.771876 NIA Norm NaturalRAFA1 100 2 0.743205880.711001841.778434590.2 0.5 0.803011321.8 16.535653610 4.788564 NIA Norm NaturalREDW1 10 5 0.539584290.332732520.811993550.121691250.057174190.721024250.6094006614.193600711 3.461632 NIA Norm NaturalREDW1 90 5 1.689943252.0013322 2.53212071 0.21306940.2685189719.9570491 3.4458482841.107881911 13.9074 NIA Norm NaturalREDW1 100 5 1.137033581.059031231.793977140.2 0.161024087.168765471.8 24.319831511 8.113088NIA Norm NaturalROMA1 10 5 1.15165801 0.5509771 2.606879450.11158470.242116370.273720721.192888618.129824912 5.927118NIA Norm NaturalROMA1 90 5 2.36443861.22237861 11.1210681 0.287099670.736241974.00093742.5529768534.285141212 12.12281 NIA Norm NaturalROMA1 100 5 1.929525040.884396425.848942430.2 0.448106691.298138331.8 24.409108912 8.630053 NIA Norm NaturalROMO1 10 5 0.20799170.112773780.41167781 0.052035740.092642180.002861750.408372 10.2883559 0.277907 NIA Norm NaturalROMO1 90 5 0.93187470.953739034.296342920.389683971.144360890.011591334.0767405720.80433349 7.153147 NIA Norm NaturalROMO1 100 5 0.572338880.549790571.803207560.2 0.5 0.017788671.737852314.3809789 3.282554 NIA Norm NaturalSACR1 10 4 0.238908560.294838290.893748430.137703760.165029350.05505670.5971813912.382466510 2.124982 NIA Norm NaturalSACR1 90 4 0.776679270.767070192.972817430.256137140.9829501 0.196689064.0861929620.0385361 10 6.811347 NIA Norm NaturalSACR1 100 4 0.504687070.512440051.76037750.2 0.5 0.13368461.8 15.411189210 4.155552 NIA Norm NaturalSAFO1 10 2 0.77737951 0.458099242.066555090.088265140.252143560.177183521.13523671 15.954862811 4.644829NIA Norm NaturalSAFO1 90 2 2.712634081.1150238312.47440330.310348340.71157391 0.903486782.4717268831.6991971 11 11.21335NIA Norm NaturalSAFO1 100 2 1.64472741 0.77161845.866359280.2 0.5 0.392463391.8 22.175168511 7.608423 NIA Norm NaturalSAGA1 10 3 0.16054290.185757520.43569621 0.061655380.139212850.070830180.4021397610.45583489 0.431582 NIA Norm NaturalSAGA1 90 3 1.001225861.241330553.662924370.342739660.781396240.462100064.1724718720.66418869 6.988862 NIA Norm NaturalSAGA1 100 3 0.63058770.62153181 1.789037120.2 0.5 0.182741751.8 14.72389849 3.531846 NIA Norm NaturalSAGO1 10 4 0.1500131 0.09989351 0.435061270.070051750.104662240.093902970.3700523211.323637210 1.233407 NIA Norm NaturalSAGO1 90 4 0.971878270.889997463.600509390.346274620.918869470.222118343.92605271 20.875700310 7.30343 NIA Norm NaturalSAGO1 100 4 0.55485270.55357881.76974590.2 0.5 0.212276691.8 15.5904541 10 4.195647 NIA Norm NaturalSAGU1 10 3 0.273128570.201939560.915073460.131633540.222087490.08060370.6906557612.5151221 10 2.233822 NIA Norm NaturalSAGU1 90 3 0.50162081 0.876547923.154486880.271494240.886599390.30369791 3.3486042519.343051410 6.46079 NIA Norm NaturalSAGU1 100 3 0.397993230.408934261.763974270.2 0.5 0.145181151.8 15.216082910 4.052351 NIA Norm NaturalSAMA1 10 2 1.129965730.655602572.327465020.095169740.236012890.124451081.2998157216.868482711 5.201542 NIA Norm NaturalSAMA1 90 2 2.987406291.3369645612.71595430.353489160.939325640.65827082.5495156632.540926511 11.53417 NIA Norm NaturalSAMA1 100 2 2.108032640.99358151 5.894415160.2 0.5 0.252452171.8 22.748481511 7.892265NIA Norm NaturalSAPE1 10 4 0.263800180.225443620.406463650.098135730.093463350.019053330.205721479.312081348 -0.72582 NIA Norm NaturalSAPE1 90 4 0.698478520.80183634.01702901 0.340075231.16444101 0.117967383.0240170218.16384458 5.715907 NIA Norm NaturalSAPE1 100 4 0.521801920.507755551.807447680.2 0.5 0.041526021.312093512.89062478 2.212656 NIA Norm NaturalSAWE1 10 3 0.290956450.21631851 1.112667420.151537130.233475140.094671580.7491678212.84879410 2.497341 NIA Norm NaturalSAWE1 90 3 0.517595890.899394532.73658951 0.252540140.903653290.38275993.2682121918.960745510 6.244459NIA Norm NaturalSAWE1 100 3 0.401319570.42553161 1.754424530.2 0.5 0.205747781.8 15.287023510 4.119777 NIA Norm NaturalSAWT1 10 4 0.295200050.26191601 0.649105430.081441650.102752 0.016298070.2226275311.629340710 1.502943 NIA Norm NaturalSAWT1 90 4 0.80977150.697141583.938417990.382325770.940639240.130259842.3909592219.2895151 10 6.42337 NIA Norm NaturalPage 8naturalSAWT1 100 4 0.575163550.463814981.793384470.2 0.411824320.042142860.9853059314.4716361 10 3.495391 NIA Norm NaturalSENE1 10 5 0.63764871 0.1225191 1.082837670.0556611 0.091581030.078163890.4811918514.549603412 3.737794 NIA Norm NaturalSENE1 90 5 4.663090442.2653598414.1057791 0.45385181 0.53133781 0.04682242.2170490636.283290512 12.65211 NIA Norm NaturalSENE1 100 5 1.876335870.86965755.74930501 0.2 0.259346040.117187591.1703409322.242172912 7.376714 NIA Norm NaturalSEQU1 10 3 0.17692651 0.175098990.5715012 0.082039270.084398640.169808370.4614143412.721187311 2.398969NIA Norm NaturalSEQU1 90 3 0.866501871.340324562.843040990.311049270.90249011 0.834624533.1784312821.276462611 7.517095NIA Norm NaturalSEQU1 100 3 0.580310290.653872581.757238490.2 0.5 0.257556661.8 16.74897811 4.985817 NIA Norm NaturalSHEN1 10 5 0.557012250.553695151.636321860.083782340.14487411 0.063726620.7177866413.75719910 3.141131 NIA Norm NaturalSHEN1 90 5 3.574282960.6117622413.70104980.343597730.831134290.173284083.0203123332.255423410 11.35034 NIA Norm NaturalSHEN1 100 5 1.822860320.791938755.961666270.2 0.408602720.122834661.7282201321.036122810 6.896379NIA Norm NaturalSHRO1 10 2 0.35951630.397566751.299323120.06548680.147404330.043450660.115378512.428126510 2.151381 NIA Norm NaturalSHRO1 90 2 4.411760981.2733167612.78671450.372144180.9335092 0.360210941.9003497932.038006410 11.54917 NIA Norm NaturalSHRO1 100 2 2.127085070.925662345.843297790.2 0.5 0.187477440.8412539520.624776610 6.645952 NIA Norm NaturalSIAN1 10 4 0.26943381 0.257036790.956184730.167515120.136489030.031479730.4400745712.258213810 2.027941 NIA Norm NaturalSIAN1 90 4 0.60462070.613398042.966007290.245663581.12552631 0.083852634.1233247719.762393310 6.585903 NIA Norm NaturalSIAN1 100 4 0.449965970.449614631.76898150.2 0.5 0.053304071.8 15.221866210 4.015384 NIA Norm NaturalSIKE1 10 2 0.906409680.681183322.77708111 0.130053990.159753690.1892922 0.9040971416.7478711 11 5.139249NIA Norm NaturalSIKE1 90 2 3.371779451.5669993411.47846480.310019140.84887501 0.690197432.6044399831.870775211 11.40756 NIA Norm NaturalSIKE1 100 2 2.076330350.980420625.800306340.2 0.5 0.38492521 1.8 22.741982511 7.919828NIA Norm NaturalSIME1 10 3 0.760795990.60628901 0.717596030.150076130.040000872.047026220.7105311617.032315412 5.280837 NIA Norm NaturalSIME1 90 3 1.757792231.667592052.644018090.237337680.2145725227.50424573.1534341449.178992512 15.60349NIA Norm NaturalSIME1 100 3 1.280880671.205170841.456316760.2 0.1268716310.23540281.8 28.304642712 9.602232 NIA Norm NaturalSIPS1 10 4 0.90586001 0.85012691 2.379686540.114778990.246038780.084552770.9933551716.574399211 5.024894 NIA Norm NaturalSIPS1 90 4 3.279824780.9856601210.82582750.309236230.774307990.716863262.4304783730.322198211 10.98879NIA Norm NaturalSIPS1 100 4 1.9548502 0.886769775.748328840.2 0.5 0.253737161.8 22.34368611 7.793946 NIA Norm NaturalSNPA1 10 4 0.411973990.3135622 0.425464240.092155860.054362660.159777030.1826211712.6399171 11 2.329996 NIA Norm NaturalSNPA1 90 4 2.005161452.61756581 4.446484520.369982420.527665280.9705841 1.687388723.624832311 8.429653 NIA Norm NaturalSNPA1 100 4 1.18966741.267643371.799519130.2 0.226995650.540548720.7798460317.004220311 5.031028NIA Norm NaturalSPOK1 10 3 0.518984020.33135031 0.694861140.104751950.188272760.087018570.6625759313.587814711 3.057804 NIA Norm NaturalSPOK1 90 3 1.49417191 2.78866581 3.76591761 0.364656830.812974690.267506832.4925168622.986410511 8.255382 NIA Norm NaturalSPOK1 100 3 0.942541781.088103541.7843590.2 0.5 0.174304441.8 17.489308811 5.40413 NIA Norm NaturalSTAR1 10 4 0.375985630.174353570.490151020.066090540.100706070.100036920.2985076811.605831410 1.475505NIA Norm NaturalSTAR1 90 4 1.29552982.9129632 4.027338480.384076361.223338830.648773164.32517501 24.817194810 8.922948NIA Norm NaturalSTAR1 100 4 0.877445931.068276941.801628480.2 0.5 0.286007581.7911429916.524501910 4.622204 NIA Norm NaturalSULA1 10 4 0.274435140.244528020.351773040.056884670.071159150.007197370.18832651 11.194303910 1.120232 NIA Norm NaturalSULA1 90 4 1.0960922 1.12019411 4.838116780.428916960.911949160.26732951 2.6964108421.359009610 7.426687 NIA Norm NaturalSULA1 100 4 0.708677240.727288271.816250870.2 0.385036140.07303061 1.0748182314.985101410 3.735743 NIA Norm NaturalSWAN1 10 2 0.924749580.505956382.401393530.115574530.196929870.132488291.3148717417.591963912 5.637904 NIA Norm NaturalSWAN1 90 2 2.550533521.309149513.39057070.330572730.720267141.381047782.14185841 33.823999812 11.94191 NIA Norm NaturalSWAN1 100 2 1.676230050.77808845.931727050.2 0.434142860.781679481.8 23.601867812 8.261401 NIA Norm NaturalSYCA1 10 4 0.291418620.293539780.810923550.141153790.115017790.018970520.3712502811.04227439 0.97794 NIA Norm NaturalSYCA1 90 4 0.583067850.643504723.061685860.244040741.236442990.184732884.7761818519.72965699 6.654523 NIA Norm NaturalSYCA1 100 4 0.509649660.515447331.765391650.2 0.5 0.0878411 1.8 14.37832979 3.389916 NIA Norm NaturalTALL1 10 2 0.615011220.446724451.597589790.078015860.207440180.107334450.93177281 14.983888811 4.017698NIA Norm NaturalTALL1 90 2 2.710406660.9905669218.8347040.366161260.811896840.2059301 2.7696481337.68931411 11.7471 NIA Norm NaturalTALL1 100 2 1.622192730.762329686.541360340.2 0.5 0.171565981.8 22.597448711 7.298337 NIA Norm NaturalPage 9naturalTHBA1 10 1 0.412137540.208334080.665918650.08804771 0.200857020.020693480.5582978912.154286410 1.941488NIA Norm NaturalTHBA1 90 1 0.934716761.49628411 3.64717370.289498240.844474680.065122563.121434520.398704510 7.021395NIA Norm NaturalTHBA1 100 1 0.645953230.635919261.787163820.2 0.5 0.027322521.8 15.596358810 4.262147 NIA Norm NaturalTHRO1 10 4 0.438873720.31463241 0.770130760.103965820.20815050.041141660.7012852413.5781801 11 3.050755NIA Norm NaturalTHRO1 90 4 0.99878741.03884701 3.814664380.314283260.957008680.295883763.69574571 22.115220211 7.79247 NIA Norm NaturalTHRO1 100 4 0.740905630.736803771.800316570.2 0.5 0.090634431.8 16.868660411 5.04719 NIA Norm NaturalTHSI1 10 5 0.238477950.229624420.2316392 0.037970070.032992860.107793450.18580681 12.064304811 1.861681 NIA Norm NaturalTHSI1 90 5 2.013070092.31688544.972589580.437821260.646880320.452743092.8440787824.684068511 8.788429NIA Norm NaturalTHSI1 100 5 1.11723751 1.110953581.852425430.2 0.25937921 0.390035951.1871833517.11721511 4.995293 NIA Norm NaturalTONT1 10 3 0.303815980.257152680.937171770.142008550.162046580.020164230.5087343912.331094210 2.086293 NIA Norm NaturalTONT1 90 3 0.529133760.672532733.0172411 0.267634571.072421170.125729453.9466647919.631357610 6.611482 NIA Norm NaturalTONT1 100 3 0.429495690.43293461.76154511 0.2 0.5 0.059519421.8 15.183494810 4.014688NIA Norm NaturalTRCR1 10 3 0.278797180.168432860.225144790.09296901 0.050812870.062337970.241460413.1199551 12 2.710786 NIA Norm NaturalTRCR1 90 3 1.793121191.107171355.946678020.39929761 0.30085890.538136961.716932523.802196512 8.398263 NIA Norm NaturalTRCR1 100 3 0.884514450.54331581.88893630.2 0.151892420.288738180.9141515716.871548712 4.942356 NIA Norm NaturalTRIN1 10 3 0.26047361 0.214677890.387507770.06280611 0.06080651 0.098301690.21202431 11.296597910 1.207683 NIA Norm NaturalTRIN1 90 3 1.54233981 2.626364775.336091730.49868970.863469650.434276092.5431876923.844419410 8.120937 NIA Norm NaturalTRIN1 100 3 0.848203920.913677821.893943180.2 0.40911670.276342541.1737366515.715020810 4.050485NIA Norm NaturalTUXE1 10 3 0.304366680.357113670.261294790.064761950.032645640.38142540.3121967813.713804912 3.149135NIA Norm NaturalTUXE1 90 3 1.790386081.577048595.481010780.33579441 0.141047148.892307252.4826030332.700197312 11.31412 NIA Norm NaturalTUXE1 100 3 0.962100580.868430971.977603470.2 0.098523352.672377551.2379011520.0169371 12 6.314597 NIA Norm NaturalULBE1 10 4 0.281156940.182346050.500151980.08754930.153021520.027046550.5574604212.788732811 2.453431 NIA Norm NaturalULBE1 90 4 0.977267421.459522374.496881390.383987880.952641420.003217223.9175725423.191090211 8.159213 NIA Norm NaturalULBE1 100 4 0.638828640.659055021.839472530.2 0.454351330.016075731.8 16.607783211 4.793878NIA Norm NaturalUPBU1 10 5 0.6449152 0.476285172.00319840.098066580.156775970.052321170.7968584615.228420911 4.177877 NIA Norm NaturalUPBU1 90 5 3.35225551 0.7099322912.47141680.318731551.072671320.255092523.3607676632.540867711 11.5747 NIA Norm NaturalUPBU1 100 5 1.779948770.839237955.856891640.2 0.5 0.160898661.8 22.13697711 7.533752 NIA Norm NaturalVIIS1 10 4 0.99779111 0.399034440.585418960.133661470.11585841 1.422377020.9152282515.569369711 4.411008NIA Norm NaturalVIIS1 90 4 1.48341111 0.947763031.744016550.277809661.394714329.403590963.2767196529.528025311 10.68113 NIA Norm NaturalVIIS1 100 4 1.264798540.595779141.035669430.2 0.5 4.568653141.8 20.964900211 7.100319NIA Norm NaturalVILA1 10 2 0.8877681 0.528474232.355810960.096962960.244918620.207916821.0196336416.341485311 4.886261 NIA Norm NaturalVILA1 90 2 2.97650631.05454351 12.28020480.340280540.74674671 0.533990182.6819522731.614224311 11.31161 NIA Norm NaturalVILA1 100 2 1.684411670.79250091 5.824844230.2 0.5 0.452367391.8 22.254124211 7.682124 NIA Norm NaturalVOYA2 10 5 0.804590920.148476671.631221350.070228970.099674450.078800570.5152562515.348249212 4.264823 NIA Norm NaturalVOYA2 90 5 2.651343281.502439814.11315260.395614360.499223120.616243633.4755835835.253600412 12.05542 NIA Norm NaturalVOYA2 100 5 1.580851030.754715335.88644121 0.2 0.255973230.26492341.6385422422.581446412 7.582222 NIA Norm NaturalWARI1 10 1 0.319081560.2520371 0.97975780.119144880.177143180.15121660.43093011 12.429311210 2.168801 NIA Norm NaturalWARI1 90 1 0.728441671.754782882.68098911 0.308925680.942396660.726351 3.7184947220.860381710 7.04913 NIA Norm NaturalWARI1 100 1 0.53517771 0.666231271.755687820.2 0.5 0.27758181 1.8 15.734678610 4.311434 NIA Norm NaturalWASH1 10 5 0.865067490.391211362.346929860.12815161 0.289161620.16688591 1.19015141 17.377559312 5.512981 NIA Norm NaturalWASH1 90 5 2.58647771.3200766511.47376690.2832271 0.797114582.292749482.5099249733.263337412 11.86131 NIA Norm NaturalWASH1 100 5 1.682886960.774562325.777607790.2 0.5 0.803197041.8 23.5382541 12 8.262119NIA Norm NaturalWEMI1 10 4 0.313227740.240052630.675579260.129955490.131755750.020404280.5272896611.03826489 0.975958NIA Norm NaturalWEMI1 90 4 0.715979570.890815253.7331082 0.27069811 1.197443740.143227193.2954103219.24668249 6.210558NIA Norm NaturalWEMI1 100 4 0.538574330.531691671.804179370.2 0.487442050.050876291.5565470414.16931089 3.224402 NIA Norm NaturalWHIT1 10 3 0.218120820.159121130.681931270.115561940.083073660.034867550.3994899810.69216639 0.65909 NIA Norm NaturalPage 10naturalWHIT1 90 3 0.742496590.981717273.715031430.310225191.187754980.224550434.3477698820.50954589 6.804145NIA Norm NaturalWHIT1 100 3 0.498900330.485278631.815678270.2 0.5 0.108364021.8 14.40822129 3.308748NIA Norm NaturalWHPA1 10 4 0.231010890.17415841 0.17466 0.042165640.036794180.080826960.1237556310.863371710 0.8214 NIA Norm NaturalWHPA1 90 4 1.9650482.424652365.700571380.483568750.62643551 0.514646191.9196822623.634604510 8.354194 NIA Norm NaturalWHPA1 100 4 1.052840721.055810431.856985160.2 0.231707240.269262080.7356701415.402275810 3.866415NIA Norm NaturalWHPE1 10 3 0.239439060.192157720.45079260.083026520.081767330.010002270.404740699.461926198 -0.56642 NIA Norm NaturalWHPE1 90 3 0.751987890.83548661 4.20098150.403567441.17655861 0.492621853.2108763519.07208028 6.080488NIA Norm NaturalWHPE1 100 3 0.560263440.532213261.830838590.2 0.5 0.118132551.3767262813.1181741 8 2.336718NIA Norm NaturalWHRI1 10 4 0.227101220.19261931 0.404102970.105089340.078570360.005171740.21581 9.228464948 -0.81649 NIA Norm NaturalWHRI1 90 4 0.86226990.856677254.560523750.351040161.19081311 0.018131692.9914929818.83094888 6.064155NIA Norm NaturalWHRI1 100 4 0.566082490.542137751.815515390.2 0.475674170.0154731 1.2737538512.88863688 2.16367 NIA Norm NaturalWICA1 10 5 0.317176120.243703350.577843490.099906140.194946780.01010940.6322338512.0759191 10 1.877799NIA Norm NaturalWICA1 90 5 1.093261541.214839994.40098281 0.395440960.97273521 0.027929943.7985977421.903788210 7.710951 NIA Norm NaturalWICA1 100 5 0.692996360.676866231.805475570.2 0.488212030.028639141.7850169215.677206210 4.237018NIA Norm NaturalWIMO1 10 3 0.222492880.274753260.798740380.101609980.15442941 0.070239190.914494913.53676 11 3.020958NIA Norm NaturalWIMO1 90 3 1.2211491.166103463.196796270.29462971.145488070.214443833.1463730821.384983411 7.533029NIA Norm NaturalWIMO1 100 3 0.731858880.71609931.765365340.2 0.5 0.147620231.8 16.860943811 5.081742 NIA Norm NaturalYELL2 10 5 0.325139370.292557630.478435140.067808870.08187641 0.002422080.1984783210.44671789 0.429985NIA Norm NaturalYELL2 90 5 0.755836870.630366534.61471331 0.430053181.017705670.032541282.98891551 19.47013249 6.440343 NIA Norm NaturalYELL2 100 5 0.593185860.598990831.825301980.2 0.410149450.021400571.1523982413.80142699 2.926663 NIA Norm NaturalYOSE1 10 5 0.178691250.128060350.279963060.041336380.080516120.036777090.299449311.044793510 0.986316 NIA Norm NaturalYOSE1 90 5 0.856703131.243002324.735519590.45167551 0.86466391 0.115348863.6537712 21.920684510 7.641895NIA Norm NaturalYOSE1 100 5 0.558451890.618122571.822301080.2 0.441007870.11693841 1.8 15.556821810 4.082668NIA Norm NaturalZICA1 10 1 0.242740320.345728930.806913650.099621620.100837360.023682450.36018461 11.979708910 1.80162 NIA Norm NaturalZICA1 90 1 0.669025850.839209743.238250740.307494961.019426350.069287023.5609387619.703633410 6.700387 NIA Norm NaturalZICA1 100 1 0.456835590.50730681 1.761413860.2 0.5 0.03812781 1.8 15.2636841 10 4.061966 NIA Norm NaturalZION1 10 3 0.247602780.239445350.762603770.130590040.143861620.01902311 0.6042656712.147392310 1.936025NIA Norm NaturalZION1 90 3 0.609429070.816136593.757195020.298913441.128539360.015964963.7679199320.394098410 6.98588 NIA Norm NaturalZION1 100 3 0.460185590.564940481.781856320.2 0.5 0.018898931.8 15.325881310 4.076506 NIA Norm NaturalPage 11substitute_sitessite Group_FREQ_NIA_Ammonium_Sulfate_ExtNIA_Ammonium_Nitrate_ExtNIA_Organic_extNIA_Elemental_Carbon_ExtNIA_Fine_Soil_ExtNIA_Sea_Salt_ExtNIA_Coarse_ExtNIA_Natural_Ext ss_rayleigh Nat_DV method valueBALD1 10 4 0.25569945 0.20639965 0.53516675 0.10263491 0.11033094 0.00244611 0.31852216 10.5312 9 0.506401 NIA Substitute NaturalBALD1 90 4 0.58768595 0.64515678 4.29692784 0.3717702 1.05463839 0.08865331 3.56750066 19.6123331 9 6.2370253 NIA Substitute NaturalBALD1 100 4 0.46830662 0.43423267 1.77473298 0.1907539 0.5 0.02981529 1.6933533 14.0911948 9 3.0855762 NIA Substitute NaturalBOWA1 10 5 0.7473107 0.15239305 1.45510235 0.06957538 0.12542745 0.05141862 0.51500407 14.1162316 11 3.4234073 NIA Substitute NaturalBOWA1 90 5 3.11420216 1.75553232 13.3683877 0.39407523 0.5983781 0.11459545 3.06668448 33.4118554 11 11.611953 NIA Substitute NaturalBOWA1 100 5 1.64780859 0.78056745 5.70152565 0.2 0.31318082 0.11803037 1.51916761 21.2802805 11 6.9754427 NIA Substitute NaturalBRET1 10 4 1.28623523 0.44140433 2.16447801 0.10494419 0.27193909 0.47570057 1.35320196 17.0979034 11 5.3326733 NIA Substitute NaturalBRET1 90 4 3.02770015 1.6308001 12.6031293 0.3318652 0.57769017 2.45869038 2.02636141 33.6562367 11 11.928671 NIA Substitute NaturalBRET1 100 4 2.05424245 0.95392498 5.81595702 0.19902204 0.47915406 1.32462925 1.80714272 23.6340725 11 8.2750593 NIA Substitute NaturalCAPI1 10 5 0.33795126 0.46979673 0.74680073 0.12500592 0.15394445 0.03691034 0.47321408 11.3436235 9 1.2512986 NIA Substitute NaturalCAPI1 90 5 0.64025563 0.54328695 3.42963101 0.27741904 1.06779117 0.01669767 3.58671702 18.5617985 9 6.0258649 NIA Substitute NaturalCAPI1 100 5 0.51339407 0.57918985 1.71449684 0.19619759 0.49981165 0.02024039 1.6658719 14.1892023 9 3.3139043 NIA Substitute NaturalCHAS1 10 5 1.25422833 0.75367168 3.03149946 0.12626858 0.28070091 0.16619777 1.47767262 18.0902394 11 5.9098551 NIA Substitute NaturalCHAS1 90 5 2.76645092 1.20169519 11.369646 0.29829095 0.76401073 1.14439121 1.98162865 30.5261136 11 11.032271 NIA Substitute NaturalCHAS1 100 5 2.09327153 0.99851024 5.81037912 0.20188413 0.49825105 0.53532841 1.80000905 22.9376335 11 8.103989 NIA Substitute NaturalCOHU1 10 4 0.74497817 0.72189051 2.00486204 0.10502282 0.15257001 0.06540124 0.6362195 15.4309443 11 4.3160945 NIA Substitute NaturalCOHU1 90 4 4.02652507 0.76231752 10.2992608 0.29216875 0.98762914 0.17444892 2.30208248 29.8444327 11 10.778016 NIA Substitute NaturalCOHU1 100 4 2.03753822 0.8962994 5.44529382 0.19370878 0.49951039 0.12273091 1.47131671 21.6663982 11 7.4239915 NIA Substitute NaturalGLAC1 10 5 0.42405235 0.27874496 0.48550517 0.0789959 0.11220066 0.02769179 0.34444171 12.7516325 11 2.4202358 NIA Substitute NaturalGLAC1 90 5 1.28571997 2.07176004 4.99009579 0.39424572 1.31689117 0.26997002 4.64883914 25.9775218 11 9.1760044 NIA Substitute NaturalGLAC1 100 5 0.93595881 0.94941043 1.8566512 0.19864924 0.49827659 0.08659971 1.79960189 17.3251479 11 5.082112 NIA Substitute NaturalKAIS1 10 3 0.16351814 0.06432387 0.34501342 0.09058109 0.07453925 0.04336864 0.26137846 10.0427229 9 0.0386229 NIA Substitute NaturalKAIS1 90 3 0.9927931 1.02897677 4.30594841 0.35984355 0.93263071 0.23304502 3.77313741 20.626375 9 7.123204 NIA Substitute NaturalKAIS1 100 3 0.55580153 0.54317828 1.75053432 0.1980273 0.46115112 0.11506936 1.72821611 14.351978 9 3.2376989 NIA Substitute NaturalMINGW 10 4 0.82349621 0.36301896 2.55889151 0.10048855 0.21698052 0.08097691 0.85567827 16.9995309 12 5.2768548 NIA Substitute NaturalMINGW 90 4 2.54701264 1.39727237 11.1233767 0.33602674 0.97672285 0.46041042 3.30911334 32.1499351 12 11.540929 NIA Substitute NaturalMINGW 100 4 1.76919788 0.83733155 5.74156269 0.19985162 0.50032072 0.2523103 1.80303727 23.103612 12 8.0922054 NIA Substitute NaturalMING1 10 4 0.88368162 0.36024082 2.60314385 0.09988892 0.2104086 0.07107776 0.89298758 17.1214292 12 5.3511233 NIA Substitute NaturalMING1 90 4 2.36441588 1.57356388 11.4617209 0.35435029 0.92939877 0.52558656 3.20790329 32.4169396 12 11.622012 NIA Substitute NaturalMING1 100 4 1.78968661 0.84538172 5.85323896 0.20283956 0.50783138 0.26540349 1.82775104 23.2921328 12 8.1720795 NIA Substitute NaturalNOCA1 10 4 0.25662682 0.32101896 0.25564635 0.04576364 0.03811523 0.04577425 0.16942485 12.1323701 11 1.9264853 NIA Substitute NaturalNOCA1 90 4 2.0294025 2.10771235 6.48273124 0.50839765 0.50085486 0.19874092 1.88910867 24.7169482 11 8.3917289 NIA Substitute NaturalNOCA1 100 4 1.01450871 0.98694046 1.99819712 0.20042017 0.18894521 0.16014724 0.79225391 16.3414128 11 4.4379527 NIA Substitute NaturalRAFA1 10 5 0.2277672 0.28305446 0.62230154 0.09570983 0.10947718 0.13279626 0.47466662 11.9457731 10 1.7587031 NIA Substitute NaturalRAFA1 90 5 1.12427403 1.02191256 3.33087309 0.29859446 0.95636963 1.53274631 3.24783569 21.5126058 10 7.5742184 NIA Substitute NaturalRAFA1 100 5 0.74065492 0.71567574 1.78342999 0.20086332 0.50156685 0.61455466 1.8 16.3567455 10 4.6930573 NIA Substitute NaturalSAMA1 10 4 1.2456373 0.62030585 2.40031895 0.10384403 0.23668948 0.27336153 1.30266271 17.1828198 11 5.3885085 NIA Substitute NaturalSAMA1 90 4 2.80023402 1.38957701 12.9936196 0.34132822 0.80370049 1.40069965 2.33594045 33.0650994 11 11.670056 NIA Substitute NaturalSAMA1 100 4 2.09257025 1.01008562 5.91701502 0.19915582 0.49833396 0.67429275 1.80218059 23.193634 11 8.0859915 NIA Substitute NaturalSEQU1 10 5 0.1811444 0.17681357 0.50913232 0.07501241 0.08456195 0.11322494 0.44003612 12.5799257 11 2.2869237 NIA Substitute NaturalSEQU1 90 5 0.83656312 1.211017 3.25672702 0.34587901 0.99779826 0.61185417 3.45737546 21.717214 11 7.6958745 NIA Substitute NaturalSEQU1 100 5 0.57486467 0.64517875 1.76194477 0.19925732 0.50027087 0.19597984 1.79799969 16.6754959 11 4.9155436 NIA Substitute NaturalSHRO1 10 4 0.41121661 0.43026643 1.46669672 0.0797946 0.1291122 0.03597402 0.33441336 12.8874739 10 2.5056603 NIA Substitute NaturalPage 1substitute_sitesSHRO1 90 4 4.71222536 1.18277272 12.2909867 0.33810291 1.02305831 0.18398092 2.05114915 31.782276 10 11.472007 NIA Substitute NaturalSHRO1 100 4 2.12645101 0.91247313 5.68043485 0.19637647 0.49727113 0.10759088 1.05874558 20.579343 10 6.6685581 NIA Substitute NaturalSWAN1 10 4 0.84906976 0.44839777 1.90195331 0.09899446 0.23489878 0.3262275 1.42855711 17.2880987 12 5.4586106 NIA Substitute NaturalSWAN1 90 4 2.71397421 1.3010355 12.0811371 0.33743884 0.6567742 1.41251618 2.14013185 32.6430079 12 11.548053 NIA Substitute NaturalSWAN1 100 4 1.66306086 0.78627515 5.33639441 0.20064103 0.40908604 0.84994859 1.8 23.0454061 12 8.031245 NIA Substitute NaturalTHRO1 10 5 0.44339599 0.31424835 0.74437489 0.10396481 0.21299127 0.03327178 0.71755687 13.569804 11 3.0449033 NIA Substitute NaturalTHRO1 90 5 0.99854063 1.03752114 3.91706434 0.31739703 0.96982767 0.23670701 3.6604914 22.1375492 11 7.7983045 NIA Substitute NaturalTHRO1 100 5 0.74292288 0.74698562 1.80891747 0.20037723 0.50493187 0.07257923 1.80050663 16.8772209 11 5.0516507 NIA Substitute NaturalTONT1 10 4 0.30660937 0.24505551 0.8875513 0.14108965 0.16381081 0.01560884 0.50380956 12.263535 10 2.0314121 NIA Substitute NaturalTONT1 90 4 0.53569575 0.68230201 3.12370481 0.27749275 1.05029061 0.11837403 3.74963982 19.5374998 10 6.5366286 NIA Substitute NaturalTONT1 100 4 0.42918986 0.42945978 1.73771843 0.19774414 0.50246928 0.0551145 1.8 15.151696 10 3.987726 NIA Substitute NaturalTRIN1 10 4 0.26591769 0.20284828 0.34032851 0.05767128 0.06173215 0.10450161 0.21375389 11.2467534 10 1.1646339 NIA Substitute NaturalTRIN1 90 4 1.55215283 2.42276021 4.74094833 0.45097425 0.85495178 0.44598851 2.6853964 23.1531723 10 7.9014757 NIA Substitute NaturalTRIN1 100 4 0.85498499 0.88347603 1.63783538 0.17699735 0.41988906 0.277473 1.24594301 15.4965988 10 3.9420717 NIA Substitute NaturalPage 2all_sitessite Group_FREQ_NIA_Ammonium_Sulfate_ExtNIA_Ammonium_Nitrate_ExtNIA_Organic_extNIA_Elemental_Carbon_ExtNIA_Fine_Soil_ExtNIA_Sea_Salt_ExtNIA_Coarse_ExtNIA_Natural_Ext ss_rayleigh Nat_DV method valueBALD1 10 4 0.25569945 0.20639965 0.53516675 0.10263491 0.11033094 0.00244611 0.31852216 10.5312 9 0.50640101 NIA Substitute NaturalBALD1 90 4 0.58768595 0.64515678 4.29692784 0.3717702 1.05463839 0.08865331 3.56750066 19.6123331 9 6.2370253 NIA Substitute NaturalBALD1 100 4 0.46830662 0.43423267 1.77473298 0.1907539 0.5 0.02981529 1.6933533 14.0911948 9 3.08557617 NIA Substitute NaturalBOWA1 10 5 0.7473107 0.15239305 1.45510235 0.06957538 0.12542745 0.05141862 0.51500407 14.1162316 11 3.42340732 NIA Substitute NaturalBOWA1 90 5 3.11420216 1.75553232 13.3683877 0.39407523 0.5983781 0.11459545 3.06668448 33.4118554 11 11.6119534 NIA Substitute NaturalBOWA1 100 5 1.64780859 0.78056745 5.70152565 0.2 0.31318082 0.11803037 1.51916761 21.2802805 11 6.97544268 NIA Substitute NaturalBRET1 10 4 1.28623523 0.44140433 2.16447801 0.10494419 0.27193909 0.47570057 1.35320196 17.0979034 11 5.33267331 NIA Substitute NaturalBRET1 90 4 3.02770015 1.6308001 12.6031293 0.3318652 0.57769017 2.45869038 2.02636141 33.6562367 11 11.9286711 NIA Substitute NaturalBRET1 100 4 2.05424245 0.95392498 5.81595702 0.19902204 0.47915406 1.32462925 1.80714272 23.6340725 11 8.2750593 NIA Substitute NaturalBRIG1 10 5 0.83628729 0.35701359 2.48410607 0.11767816 0.24615627 0.2097587 1.03636204 17.2873621 12 5.44993962 NIA Substitute NaturalBRIG1 90 5 2.95180615 1.09723854 12.3748143 0.28343495 0.84314193 3.4874886 2.62584531 35.6637698 12 12.060624 NIA Substitute NaturalBRIG1 100 5 1.71671299 0.82167946 5.81892766 0.19675997 0.47082862 1.35265423 1.788255 24.1658179 12 8.35467167 NIA Substitute NaturalCACR1 10 3 0.56481265 0.52391922 1.9804616 0.10091762 0.14416574 0.10563831 0.90797691 15.3278921 11 4.22686575 NIA Substitute NaturalCACR1 90 3 3.19008503 1.05582878 12.0153471 0.31729515 1.12028799 0.2845996 3.14525212 32.1286957 11 11.5703324 NIA Substitute NaturalCACR1 100 3 1.82148629 0.87089423 5.79069327 0.19978769 0.5 0.21492783 1.8 22.1977893 11 7.61230863 NIA Substitute NaturalCADI1 10 3 0.89378145 0.6498025 2.62863149 0.121048 0.23879914 0.19785003 1.07054941 16.800462 11 5.1694325 NIA Substitute NaturalCADI1 90 3 3.3861205 0.79056889 10.3356612 0.2971158 0.92873616 0.38385287 2.58606732 29.7081228 11 10.8162451 NIA Substitute NaturalCADI1 100 3 1.86150912 0.84937392 5.70974056 0.1998274 0.49936623 0.2971954 1.80053188 22.2175445 11 7.76308438 NIA Substitute NaturalCAPI1 10 5 0.33795126 0.46979673 0.74680073 0.12500592 0.15394445 0.03691034 0.47321408 11.3436235 9 1.25129864 NIA Substitute NaturalCAPI1 90 5 0.64025563 0.54328695 3.42963101 0.27741904 1.06779117 0.01669767 3.58671702 18.5617985 9 6.02586494 NIA Substitute NaturalCAPI1 100 5 0.51339407 0.57918985 1.71449684 0.19619759 0.49981165 0.02024039 1.6658719 14.1892023 9 3.31390434 NIA Substitute NaturalCHAS1 10 5 1.25422833 0.75367168 3.03149946 0.12626858 0.28070091 0.16619777 1.47767262 18.0902394 11 5.90985513 NIA Substitute NaturalCHAS1 90 5 2.76645092 1.20169519 11.369646 0.29829095 0.76401073 1.14439121 1.98162865 30.5261136 11 11.0322713 NIA Substitute NaturalCHAS1 100 5 2.09327153 0.99851024 5.81037912 0.20188413 0.49825105 0.53532841 1.80000905 22.9376335 11 8.10398896 NIA Substitute NaturalCOHU1 10 4 0.74497817 0.72189051 2.00486204 0.10502282 0.15257001 0.06540124 0.6362195 15.4309443 11 4.31609451 NIA Substitute NaturalCOHU1 90 4 4.02652507 0.76231752 10.2992608 0.29216875 0.98762914 0.17444892 2.30208248 29.8444327 11 10.7780161 NIA Substitute NaturalCOHU1 100 4 2.03753822 0.8962994 5.44529382 0.19370878 0.49951039 0.12273091 1.47131671 21.6663982 11 7.42399151 NIA Substitute NaturalDOSO1 10 5 0.79601288 0.38664214 2.3469134 0.10419815 0.1668537 0.06216208 0.59077002 14.4535524 10 3.63868648 NIA Substitute NaturalDOSO1 90 5 3.20164419 1.1813006 10.3866723 0.29349472 0.75069017 0.33717346 2.28096302 28.4319384 10 10.3604467 NIA Substitute NaturalDOSO1 100 5 1.88027344 0.82398053 5.71362159 0.19971273 0.42520547 0.13283436 1.3137608 20.4893889 10 6.87212281 NIA Substitute NaturalEVER1 10 4 1.01280672 0.52321858 2.25153601 0.11733074 0.16265903 0.67822805 1.11640825 16.8621874 11 5.20581527 NIA Substitute NaturalEVER1 90 4 1.74586841 0.90444203 21.2502064 0.33242634 1.07165244 3.83498485 2.52061979 42.6602003 11 12.0920923 NIA Substitute NaturalEVER1 100 4 1.46299705 0.68241035 6.81092755 0.19588998 0.5035722 1.78559 1.80216734 24.2435545 11 7.74566195 NIA Substitute NaturalGLAC1 10 5 0.42405235 0.27874496 0.48550517 0.0789959 0.11220066 0.02769179 0.34444171 12.7516325 11 2.42023581 NIA Substitute NaturalGLAC1 90 5 1.28571997 2.07176004 4.99009579 0.39424572 1.31689117 0.26997002 4.64883914 25.9775218 11 9.1760044 NIA Substitute NaturalGLAC1 100 5 0.93595881 0.94941043 1.8566512 0.19864924 0.49827659 0.08659971 1.79960189 17.3251479 11 5.08211197 NIA Substitute NaturalGRSM1 10 5 0.78855504 0.59486589 2.16359242 0.10730919 0.16566706 0.09542189 0.88627023 15.8016817 11 4.54188632 NIA Substitute NaturalGRSM1 90 5 3.55427719 1.03476346 10.8100119 0.29106211 0.87845741 0.35651841 2.82760546 30.752696 11 11.0509889 NIA Substitute NaturalGRSM1 100 5 2.05551154 0.9156148 5.47568865 0.19402088 0.48044993 0.1636443 1.74622405 22.0311541 11 7.582617 NIA Substitute NaturalHEGL1 10 3 0.70833496 0.50881582 2.26319619 0.10995655 0.16360714 0.11427386 1.11393755 15.9821221 11 4.6707346 NIA Substitute NaturalHEGL1 90 3 2.93684983 1.00329107 12.8367407 0.32164644 0.97183073 0.16793345 2.66135897 31.8996512 11 11.2449599 NIA Substitute NaturalHEGL1 100 3 1.76177171 0.82814404 5.83603358 0.19879416 0.50020049 0.15019393 1.79966819 22.0748061 11 7.53996998 NIA Substitute NaturalJARI1 10 4 0.8087629 0.47159746 2.05777469 0.09594566 0.19795804 0.05936205 0.83274063 15.5241414 11 4.37653528 NIA Substitute NaturalJARI1 90 4 3.16963065 1.11156894 11.3826449 0.29275442 0.81153904 0.24781421 2.75787348 30.7738256 11 11.0941148 NIA Substitute NaturalPage 1all_sitesJARI1 100 4 1.77235519 0.80134808 5.73805156 0.19939844 0.48152182 0.11794302 1.80225944 21.9128775 11 7.53022886 NIA Substitute NaturalKAIS1 10 3 0.16351814 0.06432387 0.34501342 0.09058109 0.07453925 0.04336864 0.26137846 10.0427229 9 0.03862287 NIA Substitute NaturalKAIS1 90 3 0.9927931 1.02897677 4.30594841 0.35984355 0.93263071 0.23304502 3.77313741 20.626375 9 7.123204 NIA Substitute NaturalKAIS1 100 3 0.55580153 0.54317828 1.75053432 0.1980273 0.46115112 0.11506936 1.72821611 14.351978 9 3.23769886 NIA Substitute NaturalLIGO1 10 4 0.65955441 0.53287158 1.94956347 0.0925351 0.14463798 0.07246372 0.62111587 15.0727421 11 4.07520804 NIA Substitute NaturalLIGO1 90 4 3.94749931 1.09559428 10.9538444 0.31112139 0.82923177 0.2736705 2.5195019 30.9304635 11 11.1868803 NIA Substitute NaturalLIGO1 100 4 2.04928022 0.89244825 5.74747751 0.19930965 0.44898913 0.16292232 1.5604615 22.0608886 11 7.56482524 NIA Substitute NaturalMACA1 10 5 0.92102767 0.69278817 2.53110454 0.12486727 0.23851126 0.07978311 0.92581289 16.5138949 11 4.98918254 NIA Substitute NaturalMACA1 90 5 4.50788472 0.74955168 10.6481525 0.28859533 0.97920712 0.18485745 2.31527561 30.6735244 11 11.0810068 NIA Substitute NaturalMACA1 100 5 2.21343855 0.92797082 5.74324734 0.20010216 0.5001756 0.1119386 1.63711583 22.3339889 11 7.76640115 NIA Substitute NaturalMINGW 10 4 0.82349621 0.36301896 2.55889151 0.10048855 0.21698052 0.08097691 0.85567827 16.9995309 12 5.27685482 NIA Substitute NaturalMINGW 90 4 2.54701264 1.39727237 11.1233767 0.33602674 0.97672285 0.46041042 3.30911334 32.1499351 12 11.5409289 NIA Substitute NaturalMINGW 100 4 1.76919788 0.83733155 5.74156269 0.19985162 0.50032072 0.2523103 1.80303727 23.103612 12 8.09220538 NIA Substitute NaturalMING1 10 4 0.88368162 0.36024082 2.60314385 0.09988892 0.2104086 0.07107776 0.89298758 17.1214292 12 5.35112326 NIA Substitute NaturalMING1 90 4 2.36441588 1.57356388 11.4617209 0.35435029 0.92939877 0.52558656 3.20790329 32.4169396 12 11.6220117 NIA Substitute NaturalMING1 100 4 1.78968661 0.84538172 5.85323896 0.20283956 0.50783138 0.26540349 1.82775104 23.2921328 12 8.17207951 NIA Substitute NaturalNOCA1 10 4 0.25662682 0.32101896 0.25564635 0.04576364 0.03811523 0.04577425 0.16942485 12.1323701 11 1.9264853 NIA Substitute NaturalNOCA1 90 4 2.0294025 2.10771235 6.48273124 0.50839765 0.50085486 0.19874092 1.88910867 24.7169482 11 8.39172886 NIA Substitute NaturalNOCA1 100 4 1.01450871 0.98694046 1.99819712 0.20042017 0.18894521 0.16014724 0.79225391 16.3414128 11 4.43795268 NIA Substitute NaturalOKEF1 10 5 1.2149094 0.7270385 2.55509709 0.11821939 0.22187338 0.20798275 1.0092561 17.0543766 11 5.30578274 NIA Substitute NaturalOKEF1 90 5 3.31540814 1.26230885 10.8953442 0.29303108 0.85485073 1.53922506 2.55147734 31.7116454 11 11.2076218 NIA Substitute NaturalOKEF1 100 5 2.15818828 1.00770659 5.47412262 0.18784906 0.50075822 0.62618634 1.8 22.7548111 11 7.91480666 NIA Substitute NaturalRAFA1 10 5 0.2277672 0.28305446 0.62230154 0.09570983 0.10947718 0.13279626 0.47466662 11.9457731 10 1.7587031 NIA Substitute NaturalRAFA1 90 5 1.12427403 1.02191256 3.33087309 0.29859446 0.95636963 1.53274631 3.24783569 21.5126058 10 7.57421842 NIA Substitute NaturalRAFA1 100 5 0.74065492 0.71567574 1.78342999 0.20086332 0.50156685 0.61455466 1.8 16.3567455 10 4.69305727 NIA Substitute NaturalROMA1 10 5 1.14589906 0.55427954 2.61017747 0.11199046 0.24195398 0.27372072 1.18762176 18.125643 12 5.92494155 NIA Substitute NaturalROMA1 90 5 2.39703037 1.21681958 11.0967286 0.28730345 0.73208433 3.91744669 2.5553955 34.2028086 12 12.1012006 NIA Substitute NaturalROMA1 100 5 1.92905381 0.88647611 5.85965244 0.20061468 0.44810669 1.29105207 1.8 24.4149558 12 8.63368238 NIA Substitute NaturalSAMA1 10 4 1.2456373 0.62030585 2.40031895 0.10384403 0.23668948 0.27336153 1.30266271 17.1828198 11 5.38850851 NIA Substitute NaturalSAMA1 90 4 2.80023402 1.38957701 12.9936196 0.34132822 0.80370049 1.40069965 2.33594045 33.0650994 11 11.6700557 NIA Substitute NaturalSAMA1 100 4 2.09257025 1.01008562 5.91701502 0.19915582 0.49833396 0.67429275 1.80218059 23.193634 11 8.08599153 NIA Substitute NaturalSEQU1 10 5 0.1811444 0.17681357 0.50913232 0.07501241 0.08456195 0.11322494 0.44003612 12.5799257 11 2.28692369 NIA Substitute NaturalSEQU1 90 5 0.83656312 1.211017 3.25672702 0.34587901 0.99779826 0.61185417 3.45737546 21.717214 11 7.69587452 NIA Substitute NaturalSEQU1 100 5 0.57486467 0.64517875 1.76194477 0.19925732 0.50027087 0.19597984 1.79799969 16.6754959 11 4.91554365 NIA Substitute NaturalSHEN1 10 5 0.55468723 0.55807373 1.61614393 0.0829481 0.14482248 0.06368132 0.73383644 13.7541932 10 3.13994962 NIA Substitute NaturalSHEN1 90 5 3.58639148 0.61311572 13.7405612 0.34480356 0.82796692 0.16986584 3.01884074 32.3015454 10 11.3657057 NIA Substitute NaturalSHEN1 100 5 1.82066438 0.78986457 5.95198319 0.20031588 0.40869555 0.12100469 1.72709343 21.0196217 10 6.89082278 NIA Substitute NaturalSHRO1 10 4 0.41121661 0.43026643 1.46669672 0.0797946 0.1291122 0.03597402 0.33441336 12.8874739 10 2.50566027 NIA Substitute NaturalSHRO1 90 4 4.71222536 1.18277272 12.2909867 0.33810291 1.02305831 0.18398092 2.05114915 31.782276 10 11.4720074 NIA Substitute NaturalSHRO1 100 4 2.12645101 0.91247313 5.68043485 0.19637647 0.49727113 0.10759088 1.05874558 20.579343 10 6.66855814 NIA Substitute NaturalSIPS1 10 4 0.89622962 0.87056014 2.37325887 0.11425409 0.23955927 0.08835067 1.00779865 16.5900113 11 5.03400051 NIA Substitute NaturalSIPS1 90 4 3.23119211 0.99261975 10.6331882 0.30707223 0.7755725 0.6980782 2.42580243 30.0635254 11 10.9043012 NIA Substitute NaturalSIPS1 100 4 1.94028398 0.89119057 5.66963096 0.19871841 0.50218236 0.24750077 1.80441935 22.2539264 11 7.75902841 NIA Substitute NaturalSWAN1 10 4 0.84906976 0.44839777 1.90195331 0.09899446 0.23489878 0.3262275 1.42855711 17.2880987 12 5.45861057 NIA Substitute NaturalSWAN1 90 4 2.71397421 1.3010355 12.0811371 0.33743884 0.6567742 1.41251618 2.14013185 32.6430079 12 11.5480535 NIA Substitute NaturalSWAN1 100 4 1.66306086 0.78627515 5.33639441 0.20064103 0.40908604 0.84994859 1.8 23.0454061 12 8.03124504 NIA Substitute NaturalTHRO1 10 5 0.44339599 0.31424835 0.74437489 0.10396481 0.21299127 0.03327178 0.71755687 13.569804 11 3.04490326 NIA Substitute NaturalPage 2all_sitesTHRO1 90 5 0.99854063 1.03752114 3.91706434 0.31739703 0.96982767 0.23670701 3.6604914 22.1375492 11 7.79830454 NIA Substitute NaturalTHRO1 100 5 0.74292288 0.74698562 1.80891747 0.20037723 0.50493187 0.07257923 1.80050663 16.8772209 11 5.05165065 NIA Substitute NaturalTONT1 10 4 0.30660937 0.24505551 0.8875513 0.14108965 0.16381081 0.01560884 0.50380956 12.263535 10 2.03141209 NIA Substitute NaturalTONT1 90 4 0.53569575 0.68230201 3.12370481 0.27749275 1.05029061 0.11837403 3.74963982 19.5374998 10 6.53662862 NIA Substitute NaturalTONT1 100 4 0.42918986 0.42945978 1.73771843 0.19774414 0.50246928 0.0551145 1.8 15.151696 10 3.98772602 NIA Substitute NaturalTRIN1 10 4 0.26591769 0.20284828 0.34032851 0.05767128 0.06173215 0.10450161 0.21375389 11.2467534 10 1.16463392 NIA Substitute NaturalTRIN1 90 4 1.55215283 2.42276021 4.74094833 0.45097425 0.85495178 0.44598851 2.6853964 23.1531723 10 7.90147571 NIA Substitute NaturalTRIN1 100 4 0.85498499 0.88347603 1.63783538 0.17699735 0.41988906 0.277473 1.24594301 15.4965988 10 3.94207172 NIA Substitute NaturalUPBU1 10 5 0.63025689 0.48190288 1.9384536 0.09643087 0.15940065 0.0454606 0.80771458 15.1596201 11 4.13292132 NIA Substitute NaturalUPBU1 90 5 3.40891063 0.69889033 12.1273732 0.31385471 1.09804997 0.25977426 3.36566902 32.2725221 11 11.4856434 NIA Substitute NaturalUPBU1 100 5 1.79208308 0.83715774 5.67717382 0.19594374 0.50924521 0.15898774 1.81095043 21.9815418 11 7.46694386 NIA Substitute NaturalPage 3baselinesitey_group_FREQ_NIA_Ammonium_Sulfate_ExtNIA_Ammonium_Nitrate_ExtNIA_Organic_extNIA_Elemental_Carbon_ExtNIA_Fine_Soil_ExtNIA_Sea_Salt_ExtNIA_Coarse_ExtNIA_total_Ext rayleigh_extDV method valueACAD1 10 5 6.76024538 1.07722537 2.23627391 0.86952333 0.11071823 0.43265019 0.71560845 24.2022449 12 8.7727819 NIA Norm BaselineACAD1 90 5 69.2170594 8.02033535 11.1674081 4.33148743 0.52275436 1.26535524 1.88580588 108.410206 12 22.891257 NIA Norm BaselineACAD1 100 5 25.2172528 3.83264412 5.38576473 2.10616009 0.24615866 0.93691296 1.29036398 51.0152573 12 14.593877 NIA Norm BaselineADPI1 10 3 12.2562282 3.27275381 3.36825142 1.64765942 0.14445983 0.21744316 1.0098446 32.9166404 11 11.784472 NIA Norm BaselineADPI1 90 3 134.360911 12.4056484 15.6784931 5.89709722 0.73771601 0.14766362 2.15984 182.387369 11 28.293573 NIA Norm BaselineADPI1 100 3 49.6677233 9.41748393 8.30208098 3.52367955 0.39599485 0.17972932 1.56585859 84.0525505 11 19.279858 NIA Norm BaselineAGTI1 10 4 3.90044387 3.27345197 2.99154557 1.87076391 0.46911437 0.79077334 2.40753945 26.7036325 11 9.5839298 NIA Norm BaselineAGTI1 90 4 31.8199807 29.9089701 17.5469426 6.37034405 1.25150666 0.81504017 8.64252211 107.355306 11 23.500705 NIA Norm BaselineAGTI1 100 4 16.7504928 13.9193234 9.13533454 4.1724134 0.90645881 0.70867535 5.8952748 62.4879732 11 17.123553 NIA Norm BaselineAREN1 10 3 16.7574569 5.94943156 4.64716533 2.30279529 0.20648771 0.19485738 1.4266163 42.4848105 11 14.227338 NIA Norm BaselineAREN1 90 3 144.056119 33.9431657 23.0741101 7.41109389 0.98844235 1.16140466 3.5607695 225.195106 11 30.7248 NIA Norm BaselineAREN1 100 3 59.1958679 19.6317287 12.2946126 4.8369949 0.51770502 0.68781877 2.70890263 110.87363 11 22.299757 NIA Norm BaselineBADL1 10 5 3.35657293 1.19966368 1.80985697 0.78770399 0.33275758 0.01986608 1.50811455 20.0145358 11 6.8867463 NIA Norm BaselineBADL1 90 5 18.8545124 5.84667201 11.7778002 2.58532164 0.97719939 0.19124315 5.94469846 57.1774472 11 17.136951 NIA Norm BaselineBADL1 100 5 9.43209752 3.14877815 5.23857884 1.46084052 0.62023071 0.05076589 3.3533561 34.3046477 11 11.569607 NIA Norm BaselineBALD1 10 2 1.5443418 0.33702972 1.21165522 0.57778557 0.1367624 0.00479831 0.36536804 13.1777411 9 2.7150186 NIA Norm BaselineBALD1 90 2 5.73490897 1.19780145 10.2964195 2.2441404 1.21658859 0.067709 2.92544951 32.6830175 9 11.505842 NIA Norm BaselineBALD1 100 2 3.60963941 0.78870371 4.09594885 1.14003239 0.65808847 0.0456538 1.72877063 21.0668373 9 6.8684726 NIA Norm BaselineBAND1 10 5 2.43656016 0.7413824 2.13876539 0.89053486 0.30373555 0.01184897 0.93646826 16.4592956 9 4.9504835 NIA Norm BaselineBAND1 90 5 6.89280877 2.51093749 14.2281177 3.14656957 1.12115534 0.24025067 2.93049886 40.0703384 9 12.224883 NIA Norm BaselineBAND1 100 5 4.59470153 1.44830608 5.73198174 1.66341173 0.64649902 0.06944772 1.79572888 24.9500767 9 8.2985649 NIA Norm BaselineBIBE1 10 4 3.54645176 0.50450011 1.47666489 0.65429023 0.38107798 0.10407109 1.39443805 18.0614941 10 5.7797707 NIA Norm BaselineBIBE1 90 4 26.0964158 2.0450147 7.96537076 2.12428288 2.53741145 0.09715048 7.02584518 57.8914912 10 17.300313 NIA Norm BaselineBIBE1 100 4 12.8467403 1.15578821 3.95585364 1.27616886 1.32259403 0.10526384 4.03151721 34.6939261 10 11.569823 NIA Norm BaselineBLIS1 10 4 1.27519458 0.51003982 1.13093116 0.4726154 0.11890944 0.09375203 0.36815635 12.9695988 9 2.521044 NIA Norm BaselineBLIS1 90 4 5.07485889 2.37558792 14.0546704 2.99137825 1.00803498 0.0165233 2.10175116 36.6228049 9 12.630831 NIA Norm BaselineBLIS1 100 4 3.16175977 1.41921912 5.66652563 1.54664848 0.48567147 0.05485734 1.14307442 22.4777562 9 7.3510346 NIA Norm BaselineBLMO1 10 2 7.42596223 4.66630339 3.2355688 1.20234783 0.41962952 0.17683475 3.34030826 31.4669548 11 11.30446 NIA Norm BaselineBLMO1 90 2 40.8241063 74.9817006 9.03216959 3.78074275 0.69455355 0.53745989 4.96988592 145.820619 11 26.157718 NIA Norm BaselineBLMO1 100 2 19.1123547 26.2791312 6.45934811 2.50777443 0.67515773 0.26027122 5.02177751 71.3158148 11 17.983949 NIA Norm BaselineBOAP1 10 3 2.7869937 0.81299046 2.12792254 1.1027846 0.33889324 0.12756998 1.57539476 18.8725493 10 6.2780714 NIA Norm BaselineBOAP1 90 3 7.51313359 3.24163524 8.72561601 2.59940133 1.93835349 0.19398138 6.69127246 40.9033935 10 13.795082 NIA Norm BaselineBOAP1 100 3 4.91749771 1.55118804 4.66090553 1.72321315 1.01462895 0.14241244 3.81469208 27.8245379 10 9.7922471 NIA Norm BaselineBOND1 10 3 14.433257 9.41242271 5.08210754 2.51119324 0.32906803 0.26485687 3.08053935 46.1134447 11 15.147355 NIA Norm BaselineBOND1 90 3 105.717757 60.00903 13.936837 6.33802536 0.85357497 0.79195854 3.25229438 201.899477 11 29.659439 NIA Norm BaselineBOND1 100 3 47.2894339 30.3923291 9.35106283 4.21872108 0.59886839 0.54425878 3.41755892 106.812233 11 22.26099 NIA Norm BaselineBOWA1 10 2 4.32005885 0.73690099 1.67551591 0.51867087 0.12706502 0.30705433 0.60581027 19.2910762 11 6.4623653 NIA Norm BaselineBOWA1 90 2 27.1545623 20.6710961 9.90904782 3.66671569 0.62288668 0 2.93536235 75.959671 11 19.987714 NIA Norm BaselineBOWA1 100 2 12.4695191 5.91619029 5.67436609 1.80005882 0.34570216 0.12009798 1.68650913 39.0124435 11 12.338863 NIA Norm BaselineBRCA1 10 5 1.47547497 0.67084055 1.03286505 0.40868787 0.14583214 0.00688617 0.49939556 13.2399823 9 2.766886 NIA Norm BaselineBRCA1 90 5 5.23294985 2.51555911 9.3529965 2.37363045 1.24177518 0.08289819 4.00994437 33.8097537 9 11.649044 NIA Norm BaselineBRCA1 100 5 3.37248759 1.5045983 3.71171965 1.16136529 0.60477407 0.03643678 1.8529172 21.2442989 9 6.8793 NIA Norm BaselineBRID1 10 5 1.45488806 0.42742922 0.7976412 0.35698478 0.08928889 0.00896287 0.24848749 12.3836825 9 2.0985056 NIA Norm BaselinePage 1baselineBRID1 90 5 4.99103365 1.42608068 10.5460985 1.98671377 1.10317798 0.03669695 2.50885904 31.5986605 9 11.116088 NIA Norm BaselineBRID1 100 5 3.24502069 0.97486715 3.88777968 0.97515937 0.46932784 0.02458511 1.1282494 19.7049892 9 6.1561328 NIA Norm BaselineBRIG1 10 5 14.8256315 3.85524369 4.54377503 2.41481885 0.23420524 1.35502872 3.2038272 42.4325302 12 14.332564 NIA Norm BaselineBRIG1 90 5 127.12736 15.6897514 24.2114722 6.96174332 0.96884952 0.38544149 5.38948033 192.734098 12 29.005921 NIA Norm BaselineBRIG1 100 5 51.933377 10.7594486 11.1355651 4.49060841 0.49327722 1.35265423 4.53725993 96.7021905 12 21.143254 NIA Norm BaselineBRLA1 10 3 1.26438005 0.32037703 0.47512407 0.20536464 0.10502793 0.00115739 0.21044679 10.5818779 8 0.5106091 NIA Norm BaselineBRLA1 90 3 6.41582483 2.1252083 9.61212638 1.74565079 1.24099181 0.09393794 1.86673797 31.100478 8 10.962788 NIA Norm BaselineBRLA1 100 3 3.67698141 1.22214423 3.37917904 0.76254067 0.58236916 0.02258786 1.04712337 18.6929257 8 5.4628298 NIA Norm BaselineBRMA1 10 3 6.47160597 1.14462929 2.98527889 1.17243532 0.11273275 0.43012431 0.84116448 25.157971 12 9.1499238 NIA Norm BaselineBRMA1 90 3 74.0080457 6.58397595 15.351573 5.31753397 0.60413848 0.19241958 1.7752982 115.832985 12 23.329164 NIA Norm BaselineBRMA1 100 3 25.3676666 3.34523023 7.6104049 2.78363729 0.26652354 0.34447498 1.25484194 52.9727795 12 14.822993 NIA Norm BaselineCABA1 10 3 7.07062555 1.21351415 3.34068085 1.4505942 0.17378523 0.59266484 1.11422957 26.9560944 12 9.8240061 NIA Norm BaselineCABA1 90 3 62.2025666 9.56127761 26.1487566 7.11304167 0.63244718 1.31263409 2.984675 121.955399 12 24.147239 NIA Norm BaselineCABA1 100 3 23.3159374 4.67170172 10.9844775 3.82994711 0.32162102 1.0502555 1.90858075 58.0825211 12 15.89232 NIA Norm BaselineCABI1 10 4 1.79341093 0.77042283 1.03070264 0.3231166 0.10939515 0.12341371 0.31668595 14.4671478 10 3.622717 NIA Norm BaselineCABI1 90 4 6.48011089 2.02191168 16.9464436 2.79053487 1.02817302 0.10043391 2.81152761 42.1791356 10 14.090936 NIA Norm BaselineCABI1 100 4 4.23775478 1.41214916 6.33689833 1.30693698 0.47482084 0.10683858 1.38848301 25.2638817 10 8.4951781 NIA Norm BaselineCACO1 10 3 8.71076918 2.1051657 2.85501819 1.07440097 0.12043838 2.27137528 2.26381056 31.4009783 12 11.382759 NIA Norm BaselineCACO1 90 3 88.8631843 7.68706461 17.0806914 4.74995455 0.72880204 1.41231604 3.75035018 136.272363 12 25.271264 NIA Norm BaselineCACO1 100 3 31.365194 4.83435484 7.2514318 2.39642418 0.31496181 3.09385993 3.15624683 64.4124734 12 16.975485 NIA Norm BaselineCACR1 10 3 8.52642495 4.03943525 4.32885517 1.49876954 0.2491416 0.15652053 1.8156435 31.6147905 11 11.242143 NIA Norm BaselineCACR1 90 3 87.0546648 13.7820557 23.4389413 4.80089128 1.1226519 0.17635408 3.72694841 145.102507 11 26.362456 NIA Norm BaselineCACR1 100 3 38.872408 9.2259404 11.9485789 2.99810287 0.83377603 0.21492783 3.11237083 78.2061048 11 19.127483 NIA Norm BaselineCADI1 10 3 17.8912997 7.37943026 6.72229681 2.48315876 0.32995961 0.46888897 2.61310374 48.8881379 11 15.734597 NIA Norm BaselineCADI1 90 3 134.620367 20.0960318 18.8925003 5.98715217 0.89978331 0.24277486 3.44266598 195.181276 11 29.394747 NIA Norm BaselineCADI1 100 3 57.8147497 14.5807691 11.9008566 3.9704402 0.61525041 0.2971954 3.04030324 103.219565 11 22.052859 NIA Norm BaselineCANY1 10 5 2.17273873 0.59491702 1.11848174 0.43331378 0.3119846 0.03006235 0.96492662 14.6264248 9 3.7468077 NIA Norm BaselineCANY1 90 5 5.58334769 2.96623183 7.07442036 1.74601435 1.45683878 0.0525362 3.82933022 31.7087194 9 11.244847 NIA Norm BaselineCANY1 100 5 3.82733006 1.51951094 3.12980441 0.98409658 0.7688287 0.04544389 2.10554558 21.3805602 9 7.1630065 NIA Norm BaselineCAPI1 10 2 1.79384705 0.76371706 1.19387309 0.49102368 0.43274554 0.07984309 0.67177603 14.4268255 9 3.6202452 NIA Norm BaselineCAPI1 90 2 5.90942573 2.93476693 4.58491286 1.34708947 1.16449239 0.01777743 2.42891984 27.3873847 9 9.9685003 NIA Norm BaselineCAPI1 100 2 3.53643174 1.6530516 2.64548903 0.90125342 0.79547633 0.03422639 1.45187086 20.0177994 9 6.6574308 NIA Norm BaselineCEBL1 10 2 4.20593664 2.9030658 2.19381689 0.91341369 0.49174241 0.03832364 3.68972107 25.4360201 11 9.2553809 NIA Norm BaselineCEBL1 90 2 34.1927971 34.1040759 10.8628513 3.23328182 0.83206883 0.18104783 5.28510365 99.6912264 11 22.718355 NIA Norm BaselineCEBL1 100 2 16.3648164 13.9083091 6.09995948 1.9696359 0.81418317 0.12078328 5.17751409 55.4552014 11 15.949175 NIA Norm BaselineCHAS1 10 3 19.8723929 4.72231689 5.81970657 2.81119596 0.54996743 1.20799294 3.43083108 49.4144037 11 15.869425 NIA Norm BaselineCHAS1 90 3 89.4320401 5.79034555 22.7019382 6.90094481 0.92001408 0.18061918 2.93121678 139.857119 11 26.094279 NIA Norm BaselineCHAS1 100 3 46.6213446 5.49080711 12.0349605 4.88550436 0.77953858 0.53787962 3.45412764 84.8041624 11 20.651221 NIA Norm BaselineCHER1 10 2 6.93919008 3.81568396 4.6950893 1.78239881 0.55197094 0.10275994 5.70455946 34.5916525 11 12.25859 NIA Norm BaselineCHER1 90 2 45.7250949 32.7913269 27.5664417 5.23180682 1.47213887 0.22408597 12.6377322 136.648627 11 25.738133 NIA Norm BaselineCHER1 100 2 24.3453161 14.8023389 12.1613737 3.30120694 1.0773791 0.21194657 9.29527222 76.1948336 11 19.132553 NIA Norm BaselineCHIR1 10 5 2.28229911 0.53310633 1.39645379 0.67135497 0.33067577 0.01356764 1.22022389 16.4476815 10 4.9068293 NIA Norm BaselineCHIR1 90 5 8.12726847 1.34685881 7.28998647 1.67553452 2.67925029 0.10432462 8.63219479 39.855418 10 13.42731 NIA Norm BaselineCHIR1 100 5 5.13818866 0.90819763 3.24079406 1.08712881 1.17659165 0.07077332 3.81402643 25.4357006 10 8.754349 NIA Norm BaselineCLPE1 10 2 1.04424502 0.320327 0.37084038 0.12308696 0.07170201 0.00148749 0.41185696 11.3435458 9 1.2396649 NIA Norm BaselineCLPE1 90 2 6.54132224 1.62937308 13.4519653 2.02295833 0.74958803 0.15324216 2.83823125 36.3866804 9 12.349894 NIA Norm BaselinePage 2baselineCLPE1 100 2 3.43092587 0.88272166 4.16700979 0.75495668 0.32249071 0.04266153 1.3687927 19.9695589 9 5.8806977 NIA Norm BaselineCOGO1 10 3 4.11774491 2.58559782 3.34174559 1.51347694 0.11532927 1.08191158 0.9409202 25.6967263 12 9.2952455 NIA Norm BaselineCOGO1 90 3 25.1930389 33.5903643 25.3018943 5.94696212 0.60902659 0.86738034 4.1217006 107.630367 12 23.087915 NIA Norm BaselineCOGO1 100 3 13.368828 12.1095098 10.8514941 3.33807588 0.40011708 1.3073281 3.16835842 56.5437113 12 15.954339 NIA Norm BaselineCOHI1 10 3 11.7883654 3.91009805 3.2089823 1.41992693 0.15600819 0.37482194 0.98020548 32.8384083 11 11.750693 NIA Norm BaselineCOHI1 90 3 122.183441 16.2921139 14.0615193 5.34998225 0.83835285 0.32223148 2.11999876 172.167639 11 27.798091 NIA Norm BaselineCOHI1 100 3 46.2490121 10.4138735 7.57081472 3.17873766 0.39976577 0.28674333 1.52173594 80.620683 11 18.995198 NIA Norm BaselineCOHU1 10 2 16.0959032 4.71853242 4.52674663 1.88698696 0.25870963 0.1157785 0.963426 39.5660833 11 13.614918 NIA Norm BaselineCOHU1 90 2 171.218593 3.5677892 23.4096219 5.00622619 1.07131926 0.07897784 1.62147339 216.974001 11 30.303489 NIA Norm BaselineCOHU1 100 2 68.2830935 6.5129494 12.1755865 3.25360298 0.71876572 0.19504059 1.3327857 103.471824 11 21.533728 NIA Norm BaselineCORI1 10 3 4.51014546 2.31877744 2.66367614 1.49462319 0.29770749 0.81535353 2.3722519 26.4725351 12 9.619471 NIA Norm BaselineCORI1 90 3 23.2539702 64.2092271 18.858635 5.61045109 0.6681103 0.24433707 4.32203257 129.166763 12 24.679596 NIA Norm BaselineCORI1 100 3 12.2781741 17.0015897 9.53410146 3.29680252 0.73312944 0.83039362 4.31407534 59.9882662 12 16.107659 NIA Norm BaselineCRES1 10 2 3.1985962 1.46218621 1.58432611 0.62764229 0.28627383 0.03584208 1.91813846 19.1130052 10 6.4345581 NIA Norm BaselineCRES1 90 2 14.3411191 25.5256363 6.7886086 2.01336957 0.52774855 0.11503224 3.66670696 62.9782213 10 18.137982 NIA Norm BaselineCRES1 100 2 7.8560365 8.37704271 4.33111223 1.28260889 0.50078986 0.05097348 3.29099686 35.6895605 10 11.770464 NIA Norm BaselineCRLA1 10 3 0.94875392 0.25819231 0.58226707 0.65136094 0.07902469 0.16161043 0.21378586 11.8949952 9 1.6935372 NIA Norm BaselineCRLA1 90 3 7.33943687 2.6079326 21.4180626 4.31450716 0.82966528 0.05313637 2.31712848 47.8798693 9 13.738697 NIA Norm BaselineCRLA1 100 3 3.84806104 1.19517074 6.23552494 1.78635756 0.40718547 0.16571015 1.00600901 23.6440189 9 6.9491844 NIA Norm BaselineCRMO1 10 4 1.52654237 1.24938281 1.29173266 0.37179881 0.19946488 0.04495124 0.7855145 15.4693873 10 4.3063974 NIA Norm BaselineCRMO1 90 4 5.69427253 11.3494144 9.05979392 1.91966097 1.04383047 0.03345206 2.94909888 42.0495232 10 13.996767 NIA Norm BaselineCRMO1 100 4 3.32262148 4.0614658 4.30112404 1.04296122 0.60390261 0.04683478 1.89016466 25.2690746 10 8.5545593 NIA Norm BaselineDENA1 10 5 0.80893504 0.12745197 0.3185457 0.17155014 0.04773816 0.07151934 0.20797842 12.7537188 11 2.4224657 NIA Norm BaselineDENA1 90 5 4.85389529 0.59867717 10.8310886 1.583954 0.3122675 0.44539626 1.37257297 30.9978518 11 9.8569491 NIA Norm BaselineDENA1 100 5 2.49106817 0.34344818 3.03325929 0.64557981 0.1407896 0.22964252 0.67439629 18.5581839 11 5.3447253 NIA Norm BaselineDEVA1 10 3 1.8223104 0.42731886 0.90584622 0.44782323 0.32356296 0.04549522 1.42675038 16.3991073 11 4.9071646 NIA Norm BaselineDEVA1 90 3 9.38055641 3.67942042 10.4670251 2.13644696 3.36516871 0.07987018 10.3276443 50.436132 11 15.831675 NIA Norm BaselineDEVA1 100 3 5.27588677 1.70148917 4.00062153 1.18119654 1.56190202 0.06955964 5.27843697 30.0690926 11 10.131095 NIA Norm BaselineDOME1 10 4 1.7849757 0.93937106 2.00199842 0.84367575 0.14665988 0.0880212 0.94342708 16.7481291 10 5.0686738 NIA Norm BaselineDOME1 90 4 12.0191408 15.9480453 17.1229665 3.919982 1.49294839 0.15829467 10.9931795 71.6545571 10 19.432086 NIA Norm BaselineDOME1 100 4 6.89818765 6.65734708 8.04910124 2.21985392 0.81900048 0.11547677 5.25111681 40.0100839 10 12.506073 NIA Norm BaselineDOSO1 10 5 14.3474889 3.1030299 4.87547789 2.05302256 0.17822445 0.11853216 0.73362208 35.4093979 10 12.276035 NIA Norm BaselineDOSO1 90 5 160.524603 3.39654119 13.3758126 4.6819667 0.77293726 0.11757404 1.73537221 194.604807 10 29.044985 NIA Norm BaselineDOSO1 100 5 61.4028261 4.96814495 9.45163896 3.40167016 0.43515387 0.13283436 1.3137608 91.1060292 10 20.091865 NIA Norm BaselineELDO1 10 2 9.63872076 4.87369514 5.6475085 2.20730114 0.47711547 0.15516375 3.66771318 37.667218 11 13.058793 NIA Norm BaselineELDO1 90 2 67.115201 38.6038871 28.2313344 5.60674457 1.15806503 0.31433544 6.79585864 158.825426 11 27.252479 NIA Norm BaselineELDO1 100 2 33.586805 17.0646324 13.4185856 3.62303923 0.86757614 0.21164417 5.65224103 85.4245236 11 20.169583 NIA Norm BaselineELLI1 10 2 4.49333086 2.20763184 3.08252019 1.21701515 0.33461565 0.07772474 2.9952342 25.4080726 11 9.2468935 NIA Norm BaselineELLI1 90 2 31.879155 29.5807311 13.0649361 3.76351087 0.54008542 0.22478341 3.08206658 93.1352685 11 22.110203 NIA Norm BaselineELLI1 100 2 17.1494503 10.4527629 7.36660116 2.29294392 0.63047534 0.17466683 3.75804079 52.8249413 11 15.581251 NIA Norm BaselineEVER1 10 4 9.56710559 2.19643704 3.50161454 1.12170697 0.39210971 1.85012578 2.69406643 32.3231661 11 11.685104 NIA Norm BaselineEVER1 90 4 42.5106796 4.83421881 47.0543124 5.90806223 0.93914528 1.20058406 2.98881992 116.435822 11 22.304732 NIA Norm BaselineEVER1 100 4 21.7605675 3.4167147 13.1944676 2.72550181 0.95006418 1.78559 3.39404576 58.2269515 11 16.046231 NIA Norm BaselineFLAT1 10 2 1.64280479 0.72765228 1.18436294 0.35280929 0.08094362 0.10413852 0.38448095 14.4771924 10 3.6509652 NIA Norm BaselineFLAT1 90 2 7.53686529 3.09178338 39.3371455 4.45207576 0.65235591 0.01121531 2.84399557 67.9254367 10 17.160681 NIA Norm BaselineFLAT1 100 2 4.4516032 1.83021358 10.9230896 1.64500886 0.31034684 0.12112937 1.48080175 30.7621932 10 9.1959522 NIA Norm BaselinePage 3baselineFOPE1 10 2 3.73464438 1.04127211 1.5501252 0.40566977 0.28161792 0.05496816 1.6243213 19.6926188 11 6.7492384 NIA Norm BaselineFOPE1 90 2 18.9957295 15.9168153 11.9517532 2.2263125 0.49369498 0.29588696 2.99213268 63.8723251 11 17.966912 NIA Norm BaselineFOPE1 100 2 8.62693984 5.84175613 5.40535644 1.26648309 0.490885 0.0958579 2.79901594 35.5262943 11 11.694833 NIA Norm BaselineGAMO1 10 4 1.00959545 0.48499569 0.71434018 0.1961589 0.07615245 0.04106381 0.3878094 11.9101159 9 1.7069197 NIA Norm BaselineGAMO1 90 4 5.41129199 1.87507755 11.2559873 1.81899934 0.74766361 0.06298124 1.67521213 31.8472131 9 11.292168 NIA Norm BaselineGAMO1 100 4 3.07359779 1.1456679 3.98201154 0.7975291 0.34576664 0.03538041 0.91835673 19.2983101 9 5.8818979 NIA Norm BaselineGICL1 10 4 1.86413818 0.33065817 1.54357866 0.6347961 0.17126892 0.0168829 0.42562279 13.9869457 9 3.3147096 NIA Norm BaselineGICL1 90 4 6.86660845 0.91427702 15.995417 3.16593363 1.45154789 0.06620768 2.84730787 40.3072996 9 13.109189 NIA Norm BaselineGICL1 100 4 4.24171472 0.60382337 5.65246065 1.40090618 0.755464 0.0416882 1.52381886 23.219876 9 7.5281113 NIA Norm BaselineGLAC1 10 3 3.1009519 0.82527965 3.33392919 1.30645614 0.17745578 0.02327608 0.90989039 20.6772391 11 7.1950776 NIA Norm BaselineGLAC1 90 3 11.2337078 10.2260797 37.8420458 6.71349722 1.4385413 0.41318871 5.71728883 84.5843494 11 20.465142 NIA Norm BaselineGLAC1 100 3 7.0905951 3.62393619 13.9624762 3.63749017 0.67786385 0.10716786 3.2196358 43.3191652 11 13.23743 NIA Norm BaselineGRBA1 10 5 1.14897309 0.30394958 1.53447414 0.57670646 0.17778266 0.01330109 0.62381047 13.3789975 9 2.8614444 NIA Norm BaselineGRBA1 90 5 4.32425361 1.2806202 7.10854875 1.85362671 1.33892882 0.1198584 4.12663282 29.1524693 9 10.423067 NIA Norm BaselineGRBA1 100 5 2.58918435 0.84282464 3.64326375 1.15895723 0.59750557 0.04491844 1.85577065 19.7324246 9 6.3617299 NIA Norm BaselineGRCA2 10 4 1.45193991 0.44027919 0.63077572 0.3486512 0.14345546 0.01760192 0.44631616 12.4790195 9 2.1639968 NIA Norm BaselineGRCA2 90 4 5.36484258 2.18918001 10.6653035 2.40196458 1.3339582 0.13487201 3.49074965 34.5808706 9 11.661857 NIA Norm BaselineGRCA2 100 4 3.43194906 1.15837379 3.71645448 1.09995712 0.63413504 0.06212031 1.7808008 20.8837906 9 6.5780921 NIA Norm BaselineGRGU1 10 4 5.77446339 0.97101062 2.00586684 0.83059684 0.10242796 0.16889785 0.87398321 21.7272467 11 7.6612442 NIA Norm BaselineGRGU1 90 4 76.5952905 3.01875234 14.3744755 3.92137002 0.57310641 0.12185362 2.97377256 112.578621 11 22.81953 NIA Norm BaselineGRGU1 100 4 25.5270236 2.08368712 6.39772873 1.98304971 0.2641864 0.17634372 1.67812105 49.1101403 11 13.774973 NIA Norm BaselineGRRI1 10 2 7.77938539 3.69177379 3.96926967 1.67945455 0.24173797 0.16862061 2.32970182 30.8599438 11 11.159248 NIA Norm BaselineGRRI1 90 2 55.1645411 68.8508219 12.3778403 4.53565217 0.74392083 0.7559716 4.83455087 158.263299 11 26.983092 NIA Norm BaselineGRRI1 100 2 23.8211898 23.272564 8.1888262 2.86703595 0.4711042 0.3797276 3.77908971 73.7795374 11 18.084763 NIA Norm BaselineGRSA1 10 5 2.12699187 0.65164283 1.80492612 0.61061668 0.37815454 0.02183448 1.13201948 15.726186 9 4.4984679 NIA Norm BaselineGRSA1 90 5 5.97240866 1.96190077 8.47123816 1.74136007 2.814462 0.05078891 7.24269313 37.2548517 9 12.778679 NIA Norm BaselineGRSA1 100 5 4.21312806 1.24800472 4.11498039 1.07714711 1.22907636 0.03842112 3.21613039 24.1368882 9 8.2657247 NIA Norm BaselineGRSM1 10 5 16.4192611 3.94124187 4.8900243 2.21595522 0.19877762 0.20249997 1.32175386 40.189514 11 13.576461 NIA Norm BaselineGRSM1 90 5 172.722896 3.39393246 20.6404041 5.68792833 0.80146798 0.15045439 1.9409702 216.338053 11 30.275808 NIA Norm BaselineGRSM1 100 5 68.1615899 5.74543943 11.7024291 3.80043486 0.52265007 0.1636443 1.95681087 103.052999 11 21.472231 NIA Norm BaselineGUMO1 10 5 3.43338079 1.14677722 1.60313311 0.72007766 0.41480153 0.057517 2.04031541 18.4160027 9 5.945114 NIA Norm BaselineGUMO1 90 5 16.5108978 3.80855182 6.72684011 1.33844836 4.3666781 0.09877095 16.0224282 57.8726153 9 17.189347 NIA Norm BaselineGUMO1 100 5 8.91149826 2.24783693 3.75146909 1.06704707 1.85136276 0.05751282 7.24920961 34.1359365 9 11.369437 NIA Norm BaselineHALE1 10 4 2.16541862 0.55697049 0.67162301 0.20409169 0.0999926 1.08680288 1.04356855 15.8284679 10 4.5466486 NIA Norm BaselineHALE1 90 4 17.5320738 2.66331108 2.89052763 1.39533077 0.34901629 1.28565204 2.62794116 38.7438527 10 13.33264 NIA Norm BaselineHALE1 100 4 7.44266481 1.63372001 1.78600211 0.81491155 0.22922919 1.42159061 1.94224555 25.2703638 10 8.7364004 NIA Norm BaselineHAVO1 10 4 2.16746031 0.29527671 1.07662593 0.183193 0.05384378 0.90603666 0.38351953 15.0659559 10 4.0617696 NIA Norm BaselineHAVO1 90 4 59.9514237 0.86970227 2.47880968 0.99653776 0.29527767 1.15054467 0.75064803 76.4929438 10 18.855601 NIA Norm BaselineHAVO1 100 4 16.6887167 0.8341126 1.71309028 0.44665597 0.15497077 1.84874755 0.8588827 32.5451765 10 9.5834034 NIA Norm BaselineHECA1 10 3 1.93215213 0.78433504 2.01313893 0.58456223 0.25183065 0.07559637 0.80436419 17.4459795 11 5.5178984 NIA Norm BaselineHECA1 90 3 8.37102851 28.4705241 15.6029887 3.05965083 0.66053552 0.04644968 1.93143199 69.1426093 11 18.554164 NIA Norm BaselineHECA1 100 3 4.38841223 7.39723854 7.35546771 1.57640196 0.58548469 0.07165137 1.86660179 34.2412583 11 10.889009 NIA Norm BaselineHEGL1 10 3 10.8467784 4.8947091 5.10657365 2.00980556 0.32181952 0.15062557 2.25036167 36.5806734 11 12.838575 NIA Norm BaselineHEGL1 90 3 87.9377189 17.9135683 25.2690855 5.22359667 0.91807118 0.19237212 2.78376817 151.238181 11 26.749095 NIA Norm BaselineHEGL1 100 3 39.6959814 11.6965428 12.4638598 3.33415349 0.72579375 0.15019393 2.82090002 81.8874251 11 19.69792 NIA Norm BaselineHILL1 10 3 1.66213249 0.57193478 1.28911926 0.52469838 0.31704224 0.0316814 0.85673996 15.2533485 10 4.17816 NIA Norm BaselinePage 4baselineHILL1 90 3 6.42810729 4.00317376 6.00914083 1.5275588 2.52985057 0.19490067 6.52606779 37.2187997 10 12.921396 NIA Norm BaselineHILL1 100 3 4.07232706 1.84392188 3.05538089 1.00148294 1.18100554 0.10886243 3.06048919 24.3234699 10 8.3653983 NIA Norm BaselineHOOV1 10 3 0.9197445 0.30857557 0.49365871 0.24811957 0.09446318 0.00946499 0.50120326 11.5752298 9 1.4370273 NIA Norm BaselineHOOV1 90 3 5.0001931 1.62587793 15.3821395 2.41630556 1.56397658 0.12849736 4.73856361 39.8555537 9 12.867251 NIA Norm BaselineHOOV1 100 3 2.76311647 1.05425102 4.6835802 0.99899447 0.69518472 0.039547 1.95095937 21.1856333 9 6.3270725 NIA Norm BaselineIKBA1 10 4 2.21824515 0.87232761 1.83716184 0.87600461 0.413862 0.01901045 1.04069322 17.2773049 10 5.3996553 NIA Norm BaselineIKBA1 90 4 6.51218927 3.50907648 7.64172648 2.32613752 2.63814618 0.07639648 6.21680449 38.9204769 10 13.345175 NIA Norm BaselineIKBA1 100 4 4.40116465 1.97764636 3.97594686 1.46438176 1.30528078 0.06230774 3.15526071 26.3419889 10 9.2334387 NIA Norm BaselineISLE1 10 5 4.60740834 0.70107083 1.17939205 0.40775288 0.09456981 0.12681831 0.69227404 19.8092863 12 6.7695535 NIA Norm BaselineISLE1 90 5 33.5660382 19.7774753 11.8545558 3.64764722 0.43439354 0.15086507 3.42908347 84.8600586 12 20.737259 NIA Norm BaselineISLE1 100 5 14.5226458 5.77946097 5.16628397 1.64789399 0.23884359 0.20423938 1.87013044 41.4294981 12 12.662145 NIA Norm BaselineJARB1 10 4 1.20980513 0.29110483 0.77067879 0.27573214 0.08292642 0.04603743 0.27103865 12.9473234 10 2.5633513 NIA Norm BaselineJARB1 90 4 3.99740172 1.09852248 10.042108 1.64787888 2.40884035 0.05650724 5.4703591 34.7216178 10 12.067641 NIA Norm BaselineJARB1 100 4 2.54626937 0.74756564 3.85684824 0.79980185 0.89107745 0.1048972 2.34992901 21.2963888 10 6.8596104 NIA Norm BaselineJARI1 10 4 17.4757578 3.73458944 5.56038948 2.96875873 0.24519715 0.0726294 1.23431699 42.291639 11 14.208787 NIA Norm BaselineJARI1 90 4 136.357494 7.76821097 22.838811 7.42877406 0.83672227 0.23711437 3.01795228 189.485079 11 29.117261 NIA Norm BaselineJARI1 100 4 57.1494579 6.88732705 13.3632593 5.19773326 0.52347327 0.11794302 2.06210778 96.3013016 11 21.173773 NIA Norm BaselineJOSH1 10 4 2.39330598 1.51650587 1.64581289 0.89692391 0.3948449 0.11379261 1.608375 18.5695612 10 6.0751426 NIA Norm BaselineJOSH1 90 4 12.3035498 27.2703149 10.2549081 4.11349432 1.56761786 0.19516575 7.8217058 73.5267565 10 19.615315 NIA Norm BaselineJOSH1 100 4 7.14194734 10.4146827 5.35019847 2.28522591 0.91831935 0.13198453 4.43300137 40.6753596 10 12.808355 NIA Norm BaselineKAIS1 10 2 1.00837529 0.31848163 0.94039818 0.68764833 0.07407992 0.07115363 0.34279012 12.4429271 9 2.1581469 NIA Norm BaselineKAIS1 90 2 7.94696483 6.50327162 13.8215582 2.56354239 0.97371158 0.16781833 3.99265448 44.9695214 9 14.754086 NIA Norm BaselineKAIS1 100 2 4.12464657 2.75233819 5.60383465 1.5155905 0.5208822 0.14337509 1.98711766 25.6477849 9 8.2795589 NIA Norm BaselineKALM1 10 4 1.5604897 0.40490551 2.74189453 0.81994054 0.04415036 0.68146805 0.58114074 18.8339894 12 6.271243 NIA Norm BaselineKALM1 90 4 10.3342841 3.18281218 14.5933853 2.50052822 0.38365708 2.93435732 2.14377517 48.0727994 12 15.508613 NIA Norm BaselineKALM1 100 4 5.97918271 1.62680012 6.75840879 1.5172153 0.19823953 1.61810695 1.34924411 31.0471975 12 10.74621 NIA Norm BaselineLABE1 10 4 1.17685234 0.55030732 1.19767018 0.40759524 0.08051743 0.07215659 0.36768521 13.8527843 10 3.2118458 NIA Norm BaselineLABE1 90 4 6.80076395 3.46654706 22.0136361 3.33689958 0.97986458 0.0514669 2.62007614 49.2692543 10 15.053465 NIA Norm BaselineLABE1 100 4 3.92251529 1.59300079 7.31110513 1.4070569 0.47381372 0.11361424 1.40192419 26.2230303 10 8.4296838 NIA Norm BaselineLASU1 10 2 9.20593775 4.27736885 4.48707291 1.64225216 0.35213342 0.18491039 4.83436851 36.984044 12 12.972436 NIA Norm BaselineLASU1 90 2 62.64952 68.5697961 11.8573708 5.06832816 0.62020919 0.60142745 4.03545832 165.40211 12 27.530314 NIA Norm BaselineLASU1 100 2 28.4889764 25.6724691 7.98660552 3.17728893 0.49691385 0.33279211 4.99578715 83.1508331 12 19.679081 NIA Norm BaselineLAVO1 10 5 1.15106856 0.3800889 0.87021789 0.36728016 0.0951791 0.09247061 0.16751188 13.1238171 10 2.6673605 NIA Norm BaselineLAVO1 90 5 6.76914699 3.6594476 17.1861761 3.10547445 0.97346823 0.03356419 2.03741561 43.7646931 10 14.146069 NIA Norm BaselineLAVO1 100 5 3.71469009 1.51254247 6.17331884 1.45648247 0.51408957 0.06511212 1.07881451 24.5150501 10 7.9194766 NIA Norm BaselineLIGO1 10 4 11.287135 2.24541641 3.78053932 1.78825155 0.16004265 0.10967149 0.81877106 31.1898274 11 11.108171 NIA Norm BaselineLIGO1 90 4 146.018626 2.26363494 16.064383 5.1760324 0.75172378 0.13181579 2.18525678 183.591473 11 28.773484 NIA Norm BaselineLIGO1 100 4 56.4085413 3.31779331 10.0200013 3.48810335 0.46291612 0.16292232 1.6509683 86.5112461 11 19.564093 NIA Norm BaselineLIVO1 10 3 19.2727257 8.92162122 5.6120363 2.71637681 0.30412049 0.2016563 2.61132174 50.6398585 11 16.015326 NIA Norm BaselineLIVO1 90 3 143.982044 22.0434073 14.9656937 6.81466667 0.91974861 0.28276015 3.48817208 203.496492 11 29.835322 NIA Norm BaselineLIVO1 100 3 60.9862569 19.6766519 9.51728632 4.47619169 0.59331224 0.32057315 3.005431 109.575703 11 22.695073 NIA Norm BaselineLOST1 10 5 4.38721925 1.85954278 2.25789861 0.70504058 0.34174835 0.03194214 2.30511591 22.8885076 11 8.1912194 NIA Norm BaselineLOST1 90 5 21.3969389 22.943805 11.0531981 2.84130877 0.62189771 0.26024226 3.93169632 74.049087 11 19.572848 NIA Norm BaselineLOST1 100 5 10.9482636 8.26472671 6.00718568 1.58151572 0.57834747 0.14735724 3.68178848 42.2091849 11 13.445347 NIA Norm BaselineLYBR1 10 5 4.44157963 1.15352175 1.28695893 0.59753356 0.09351459 0.04503155 0.51455219 19.1326922 11 6.3634609 NIA Norm BaselineLYBR1 90 5 87.2856492 9.08125781 15.3450096 4.76175926 0.64036933 0.08406347 1.79577107 129.99388 11 24.445793 NIA Norm BaselinePage 5baselineLYBR1 100 5 27.7207276 4.57378228 5.88186656 2.14055004 0.27917912 0.14396433 1.06597601 52.8060459 11 13.897129 NIA Norm BaselineMACA1 10 5 22.1024849 8.78073402 6.30325136 3.02378826 0.3248883 0.08961229 1.37066849 52.9954276 11 16.5099 NIA Norm BaselineMACA1 90 5 188.922495 9.74434705 22.2753207 6.222325 0.93425795 0.08963338 2.167129 241.355508 11 31.372051 NIA Norm BaselineMACA1 100 5 75.8201227 14.1049862 12.8929836 4.47887239 0.60180328 0.1119386 1.830564 120.841271 11 23.382832 NIA Norm BaselineMAVI1 10 2 10.0620097 2.2808234 3.61161257 1.34346651 0.14551844 2.056654 2.17387078 33.6739554 12 12.039094 NIA Norm BaselineMAVI1 90 2 103.691426 9.24448215 11.5883534 4.16675 0.66049381 3.627894 3.12259317 148.101993 12 26.185537 NIA Norm BaselineMAVI1 100 2 36.8160596 5.62035316 6.47100862 2.33315882 0.3141636 4.45171894 2.94487793 70.9513407 12 17.964085 NIA Norm BaselineMEAD1 10 1 1.67257333 0.62063582 1.26754386 0.64454167 0.2674844 0.02853904 0.7743025 15.2756206 10 4.2053723 NIA Norm BaselineMEAD1 90 1 7.65376821 2.17273106 3.97665469 1.43466667 2.30891406 0.17544263 5.790565 33.5127423 10 12.048069 NIA Norm BaselineMEAD1 100 1 4.35803109 1.22418004 2.50477842 1.04374167 1.0853962 0.06927563 2.8318945 23.1172975 10 7.9810547 NIA Norm BaselineMELA1 10 5 3.48984777 1.17434515 1.9460067 0.61139522 0.35084841 0.04415088 2.16037475 20.7769689 11 7.2570762 NIA Norm BaselineMELA1 90 5 16.9588192 16.2691294 9.4820407 2.34323268 0.75455294 0.03027948 4.45737569 61.2954301 11 17.715792 NIA Norm BaselineMELA1 100 5 8.88264978 6.32937815 4.81199674 1.34386901 0.5779438 0.04858268 3.42619009 36.4206102 11 12.098818 NIA Norm BaselineMEVE1 10 5 2.37449786 0.84310799 1.48920579 0.60111929 0.39791756 0.0142246 0.74436094 15.464434 9 4.3218376 NIA Norm BaselineMEVE1 90 5 6.46273386 2.29752798 12.2844668 2.36726667 2.51321101 0.03731929 6.52146201 41.4839876 9 13.031098 NIA Norm BaselineMEVE1 100 5 4.43406994 1.42119889 4.75642284 1.19627587 1.10648377 0.0179002 2.66712511 24.5994766 9 8.1285146 NIA Norm BaselineMING1 10 1 13.1584507 5.08015382 4.9855344 2.09536364 0.37403207 0 2.09834455 39.7918792 12 13.667996 NIA Norm BaselineMING1 90 1 91.5754309 39.2675961 38.469955 8.95256522 1.55155064 0 8.40034696 200.217445 12 29.540078 NIA Norm BaselineMING1 100 1 44.6306605 16.8826337 17.3615786 5.17083929 0.99479852 0.06152458 5.19428518 102.29632 12 21.668434 NIA Norm BaselineMKGO1 10 3 15.1603374 5.92203582 5.26567412 2.65908394 0.20190975 0.22706624 1.26583304 41.7019403 11 14.087258 NIA Norm BaselineMKGO1 90 3 121.394434 19.7022472 19.364705 7.73445056 0.83139605 0.72689937 2.93081123 183.684943 11 28.688314 NIA Norm BaselineMKGO1 100 3 51.5905122 13.8723095 11.6600936 5.03541185 0.46902955 0.41514263 2.18700761 96.2295069 11 21.185412 NIA Norm BaselineMOHO1 10 4 1.16424648 0.44749993 0.23815888 0.1960942 0.05120659 0.29620423 0.0993509 12.4927612 10 2.1663332 NIA Norm BaselineMOHO1 90 4 11.3037142 5.54274728 14.5510249 2.87116634 0.71053037 0.08271224 2.47038649 47.5322818 10 14.860929 NIA Norm BaselineMOHO1 100 4 5.44197052 2.35337944 4.51686916 1.13885691 0.28674596 0.37535439 0.94921028 25.0623866 10 7.889409 NIA Norm BaselineMOMO1 10 3 8.51932339 2.01674053 2.89280167 1.3280779 0.15007923 0.22435204 0.95449525 27.08587 11 9.8322337 NIA Norm BaselineMOMO1 90 3 108.59964 10.9648197 21.3162553 6.01871722 0.8417483 0.7839848 2.14755883 161.672724 11 26.895312 NIA Norm BaselineMOMO1 100 3 37.6486152 6.26390903 9.04152349 3.19996822 0.39577661 0.46667227 1.49197263 69.5084375 11 17.040768 NIA Norm BaselineMONT1 10 4 1.49600953 0.51415528 1.82197234 0.51173666 0.10534684 0.04129493 0.30022393 14.7907395 10 3.8537478 NIA Norm BaselineMONT1 90 4 5.12413154 1.43182618 22.2946043 2.803875 1.29197507 0.02615426 3.60278402 46.5753503 10 14.481568 NIA Norm BaselineMONT1 100 4 3.60083683 0.89941571 7.83529018 1.30294351 0.54016863 0.03512896 1.50595196 25.7197358 10 8.3902996 NIA Norm BaselineMOOS1 10 5 6.6664309 1.05956356 3.06683614 1.02317095 0.11445634 0.29408958 1.06305217 25.2875996 12 9.1535695 NIA Norm BaselineMOOS1 90 5 58.4506995 6.39490133 11.9427301 4.40293312 0.38358437 0.94702336 2.11492551 96.6367973 12 21.721282 NIA Norm BaselineMOOS1 100 5 22.3112768 3.19350779 6.40131791 2.44737717 0.23218698 0.68989655 1.54703922 48.8226024 12 14.478945 NIA Norm BaselineMORA1 10 4 2.56908211 0.63698116 1.48727727 0.66042258 0.04961959 0.49191254 0.54628313 17.4415784 11 5.4739533 NIA Norm BaselineMORA1 90 4 23.6967979 5.1436926 15.0557403 5.13043485 0.51491048 0.06011261 2.20365577 62.8053445 11 18.244359 NIA Norm BaselineMORA1 100 4 11.4975951 2.58057932 6.87005487 2.68506815 0.23618623 0.61133412 1.35756677 36.8383846 11 11.981728 NIA Norm BaselineMOZI1 10 4 1.53041819 0.51199684 0.80461621 0.33818261 0.09550178 0.02330754 0.53077844 11.8348016 8 1.6093484 NIA Norm BaselineMOZI1 90 4 5.2483251 2.15744333 9.93929222 1.7601217 0.98081876 0.02304921 3.1474785 31.2565288 8 10.516398 NIA Norm BaselineMOZI1 100 4 3.46045631 1.19007402 3.60882858 0.8330766 0.45962698 0.01742291 1.69373705 19.2632225 8 5.796109 NIA Norm BaselineNEBR1 10 2 3.42317222 1.41100225 1.66823581 0.56088636 0.27849099 0.03641308 1.40447591 19.7826766 11 6.7604366 NIA Norm BaselineNEBR1 90 2 25.4607761 25.5691346 10.460762 2.82602964 0.74407301 0.17203863 4.40044494 80.6332588 11 20.511964 NIA Norm BaselineNEBR1 100 2 11.9044679 9.18651203 5.2879154 1.5633148 0.52776178 0.07237254 2.94178477 42.4841293 11 13.160896 NIA Norm BaselineNOAB1 10 3 1.10560753 0.36922156 0.79563736 0.16268543 0.11768981 0.02033375 0.70842342 12.2795988 9 2.02175 NIA Norm BaselineNOAB1 90 3 4.86886055 1.6053652 11.6420393 1.85926024 0.84637322 0.0063847 2.90695466 32.7352379 9 11.45463 NIA Norm BaselineNOAB1 100 3 2.90935125 1.00452651 4.07393633 0.78899804 0.4409177 0.02862967 1.78763173 20.0339912 9 6.2483046 NIA Norm BaselinePage 6baselineNOCA1 10 2 1.55457655 0.41287853 0.61451107 0.22529348 0.03190029 0.17001699 0.17309816 14.1822751 11 3.4540861 NIA Norm BaselineNOCA1 90 2 15.2618184 2.44897466 8.30458731 1.98724432 0.57930717 0.00029266 1.74759125 41.3298157 11 13.96037 NIA Norm BaselineNOCA1 100 2 7.19178156 1.26684456 3.29399843 0.94013002 0.22159754 0.10664986 0.73314176 24.7541437 11 8.3045442 NIA Norm BaselineNOCH1 10 2 1.55391287 0.50796163 0.90850503 0.31728755 0.20123669 0.00560742 0.70975411 14.2042653 10 3.4784507 NIA Norm BaselineNOCH1 90 2 8.67664666 2.45337775 21.358646 3.43880435 0.77764166 0.07083539 3.55369717 50.3296489 10 14.683542 NIA Norm BaselineNOCH1 100 2 4.81954125 1.49632962 6.36010195 1.26254652 0.4628421 0.03056321 1.84734667 26.2792713 10 8.3060714 NIA Norm BaselineOKEF1 10 5 19.6889678 3.66350601 6.83919366 2.17343059 0.44035761 0.7104418 2.17197593 46.6878734 11 15.229009 NIA Norm BaselineOKEF1 90 5 102.858857 4.88176517 30.3121285 6.18498824 0.84342916 0.23483061 3.08252015 159.398519 11 27.133905 NIA Norm BaselineOKEF1 100 5 49.9378918 4.78673611 14.872967 3.82347158 0.70466329 0.62618634 2.86470441 88.6166205 11 20.747372 NIA Norm BaselineOLTO1 10 2 8.72429131 0.92821004 3.65052542 2.32169565 0.2141397 0.58099249 1.81457891 30.2344335 12 10.951907 NIA Norm BaselineOLTO1 90 2 70.2419141 8.08594278 26.2995174 8.47858333 0.80346537 1.35394706 4.96203125 132.225401 12 25.1332 NIA Norm BaselineOLTO1 100 2 28.4348636 3.97526023 11.8135786 4.92089744 0.45779756 0.96198601 3.51547056 66.079854 12 17.340907 NIA Norm BaselineOLYM1 10 3 2.66335774 1.24146676 1.91069724 0.64738285 0.0324068 0.61973005 0.31851783 18.4335593 11 6.0247492 NIA Norm BaselineOLYM1 90 3 16.6669511 8.30081928 12.0558748 2.74279167 0.29622826 1.4383414 1.7771725 54.278179 11 16.742616 NIA Norm BaselineOLYM1 100 3 9.3518457 4.12991522 5.76420196 1.56850491 0.15313404 1.08431529 1.1276797 34.1795968 11 11.561121 NIA Norm BaselineOMAH1 10 1 7.12922107 4.62779457 3.18404398 1.24835 0.33827458 0.26015187 3.771387 31.5592231 11 11.304968 NIA Norm BaselineOMAH1 90 1 34.8815524 65.7996823 10.0470225 3.7652381 0.70376111 0.65156041 5.01321714 131.862034 11 25.23748 NIA Norm BaselineOMAH1 100 1 19.0992968 24.9266628 6.69807419 2.49616346 0.60166085 0.39750721 5.02886308 70.2482285 11 18.187043 NIA Norm BaselineORPI1 10 2 2.40499884 1.00092842 2.09223855 0.73977273 0.5440889 0.16075876 1.82338091 19.7661671 11 6.7856964 NIA Norm BaselineORPI1 90 2 9.7314846 2.56682579 6.92609424 1.62378261 2.9406639 0.4214517 8.9427 44.1530028 11 14.458409 NIA Norm BaselineORPI1 100 2 5.46917042 1.57430214 4.05322112 1.16626832 1.41154833 0.33064614 4.35351133 29.3586678 11 10.300363 NIA Norm BaselinePASA1 10 4 1.53619977 0.54002038 0.54046714 0.20746014 0.07275678 0.12313127 0.15992991 13.1799654 10 2.7279051 NIA Norm BaselinePASA1 90 4 8.05883503 3.28456826 21.9033934 3.31797056 0.81647172 0.08232527 2.06741034 49.5309746 10 15.226702 NIA Norm BaselinePASA1 100 4 4.60698252 1.60429548 6.48349059 1.17312269 0.33980015 0.11702278 0.90053907 25.2252533 10 7.9327535 NIA Norm BaselinePEFO1 10 5 2.2521243 0.8054125 1.88229263 1.30989478 0.37800407 0.00634735 0.96335661 16.5974322 9 5.0223362 NIA Norm BaselinePEFO1 90 5 6.64536881 1.84440444 10.8534497 2.94408513 2.01991887 0.02920814 7.3025729 40.639008 9 13.21204 NIA Norm BaselinePEFO1 100 5 4.32722466 1.36559452 4.76549867 2.06788979 1.00243797 0.03488143 3.16480175 25.7283288 9 8.7775574 NIA Norm BaselinePHOE1 10 3 4.65907144 2.26245421 8.26778664 4.33089394 1.83812905 0.28179355 8.52170091 41.1618297 11 14.064128 NIA Norm BaselinePHOE1 90 3 5.49205532 20.6357722 64.0466214 19.045527 3.10550274 0.61970916 16.1650695 140.110257 11 25.910226 NIA Norm BaselinePHOE1 100 3 5.5981429 6.96841201 24.5324898 9.7127856 2.86166126 0.45969109 13.2888665 74.4220492 11 18.947193 NIA Norm BaselinePINN1 10 4 4.41739269 2.60412298 2.63524457 1.24447328 0.16219094 0.91695473 1.69401481 24.674394 11 8.8936078 NIA Norm BaselinePINN1 90 4 13.8829942 17.1359225 13.2070732 4.5751928 0.56905431 0.91671117 3.78391575 65.0708639 11 18.45973 NIA Norm BaselinePINN1 100 4 8.88519196 7.70534693 6.84594089 2.6888394 0.38036024 0.98972011 3.15566955 41.6510691 11 13.630006 NIA Norm BaselinePMRF1 10 3 5.65690665 1.23565755 2.8670566 1.08867732 0.10023866 0.25055557 0.82404051 23.0231329 11 8.2500745 NIA Norm BaselinePMRF1 90 3 93.6510006 9.72702941 14.6202649 4.87019022 0.64244337 0.13807257 1.81492011 136.463921 11 24.926819 NIA Norm BaselinePMRF1 100 3 29.5146193 4.81735589 7.29124094 2.53369418 0.28272216 0.27658124 1.26725264 56.9834664 11 14.996597 NIA Norm BaselinePORE1 10 3 6.72819118 2.36742556 1.4794096 0.56629573 0.10375515 3.44638954 2.29531395 28.9867807 12 10.510599 NIA Norm BaselinePORE1 90 3 14.079795 38.4015754 12.0737803 3.26578137 0.41776781 21.1828949 7.49112973 108.912725 12 22.809777 NIA Norm BaselinePORE1 100 3 10.7297247 11.5964161 4.6940462 1.40735276 0.23853221 12.5151765 4.86584808 58.0470966 12 16.267338 NIA Norm BaselinePRIS1 10 3 5.80900161 0.76640336 3.25421267 1.722407 0.27467228 0.24811138 1.92293888 25.9977472 12 9.480223 NIA Norm BaselinePRIS1 90 3 51.215489 7.26778247 18.7429823 5.44541278 0.89961518 0.48462839 5.33168873 101.387599 12 22.346715 NIA Norm BaselinePRIS1 100 3 19.7435951 3.17810679 8.76609928 3.40699822 0.53581561 0.46138836 3.53767182 51.6296752 12 15.043676 NIA Norm BaselinePUSO1 10 3 7.82674014 3.79772326 5.25875603 4.121049 0.20395062 2.3214847 2.12953896 37.6592427 12 13.194159 NIA Norm BaselinePUSO1 90 3 34.3316639 39.1000698 51.7004372 12.6076717 0.73416525 2.88288484 4.3942872 157.75118 12 27.109333 NIA Norm BaselinePUSO1 100 3 19.0593252 15.193855 20.4774718 7.55042662 0.50758373 2.2461768 3.67226104 80.7071003 12 19.519559 NIA Norm BaselineQUCI1 10 3 18.663706 6.92992655 5.04317844 2.65898188 0.26727925 0.16821588 1.81414054 46.5454285 11 15.22564 NIA Norm BaselinePage 7baselineQUCI1 90 3 178.274121 6.7003519 14.6622285 5.99167833 1.12620796 0.34704611 2.60633443 220.707969 11 30.462893 NIA Norm BaselineQUCI1 100 3 68.610434 10.2011485 9.6395555 4.42032173 0.59024866 0.28361347 2.28586115 107.031183 11 22.055786 NIA Norm BaselineQURE1 10 3 8.44511725 1.64457424 2.95998202 1.30604167 0.13424989 0.38729122 0.96227274 26.839529 11 9.7734593 NIA Norm BaselineQURE1 90 3 96.8597415 12.9728225 22.9199187 6.64655333 0.8452732 0.28303223 2.22974017 153.757082 11 26.278743 NIA Norm BaselineQURE1 100 3 34.3090103 6.09170349 9.62851363 3.50283963 0.36670734 0.30360432 1.6103423 66.812721 11 16.732602 NIA Norm BaselineQUVA1 10 3 3.00358141 1.03379118 2.24525929 1.09403304 0.70737078 0.07996383 2.83191062 21.9959102 11 7.8216687 NIA Norm BaselineQUVA1 90 3 7.95280728 9.18812572 7.33240108 2.6551553 2.69785636 0.20601013 11.8486511 52.881007 11 15.96407 NIA Norm BaselineQUVA1 100 3 5.53312586 3.27729713 4.35175286 1.78878489 1.60000201 0.12805536 6.62024785 34.299266 11 11.695278 NIA Norm BaselineRAFA1 10 2 2.81413629 1.67111309 1.86932594 0.65877778 0.14545324 0.5977824 1.16045379 18.9170425 10 6.1784294 NIA Norm BaselineRAFA1 90 2 20.5257691 11.5429107 12.9829282 2.81485812 1.0403582 1.01568807 7.21599103 67.1385034 10 18.856095 NIA Norm BaselineRAFA1 100 2 10.5413114 6.83698696 6.40035171 1.66122974 0.62806295 0.80301132 4.44477049 41.3157245 10 13.194503 NIA Norm BaselineREDW1 10 5 2.32581929 0.71645535 1.50697323 0.49446949 0.05025819 1.66354528 0.91606031 18.6735811 11 6.0861752 NIA Norm BaselineREDW1 90 5 14.8877173 6.95173339 7.97548825 1.45074061 0.28518601 17.6125423 4.0699308 64.2333387 11 18.45319 NIA Norm BaselineREDW1 100 5 8.77302055 3.15234306 4.23298844 0.9716883 0.16057607 7.19077792 2.24777272 37.7291671 11 12.312257 NIA Norm BaselineROMA1 10 5 15.653369 3.11611859 4.66392408 1.65999439 0.27472149 2.1537209 2.88966057 42.411509 12 14.288337 NIA Norm BaselineROMA1 90 5 96.5310224 5.3239613 23.7855709 5.73620591 0.58575747 0.1503649 3.21767424 147.330557 12 26.478357 NIA Norm BaselineROMA1 100 5 46.5902822 4.81364933 12.2168289 3.88504291 0.49764975 1.29105207 3.17904355 84.4735487 12 20.290672 NIA Norm BaselineROMO1 10 5 1.32561107 0.32666982 0.88065883 0.31094638 0.12699877 0.01302596 0.63693064 12.6208415 9 2.2922308 NIA Norm BaselineROMO1 90 5 7.90919527 5.26022951 10.5131678 2.55823971 1.36592075 0.00998853 4.90317977 41.5199214 9 13.829735 NIA Norm BaselineROMO1 100 5 4.18423527 2.25899522 4.22408171 1.24854771 0.69251742 0.01778867 2.35904128 23.9852073 9 7.7880263 NIA Norm BaselineSACR1 10 4 3.42955185 2.04097881 2.27539307 1.08090217 0.70431652 0.07761022 2.53560913 22.1443618 10 7.8399669 NIA Norm BaselineSACR1 90 4 16.7495037 11.1498973 7.48615083 2.30603216 3.34348404 0.19534708 11.4688025 62.6992176 10 18.032272 NIA Norm BaselineSACR1 100 4 9.32692946 4.91433334 4.49902149 1.59752488 1.96903864 0.1336846 6.06087155 38.501404 10 12.753343 NIA Norm BaselineSAFO1 10 2 7.95639731 4.27318601 4.27259069 1.97093182 0.53089886 0.17067622 4.75890682 34.9335877 11 12.33037 NIA Norm BaselineSAFO1 90 2 44.9922297 55.2547797 17.086307 4.81304348 0.79049059 0.69436382 4.73801478 139.369229 11 25.821825 NIA Norm BaselineSAFO1 100 2 23.740451 22.0411378 9.14683336 3.35923081 0.71024394 0.39095098 5.27059023 75.6594381 11 18.956797 NIA Norm BaselineSAGA1 10 3 1.8836123 2.05222553 1.48404098 0.70119038 0.25123888 0.07419521 1.16685154 16.6133548 9 4.8203026 NIA Norm BaselineSAGA1 90 3 12.3409846 27.6623247 15.2599283 4.31969565 0.87562365 0.4439694 8.2544087 78.1569349 9 19.942695 NIA Norm BaselineSAGA1 100 3 7.51692244 10.6974822 6.70804905 2.37974828 0.69384457 0.18274175 4.23753009 41.4163184 9 12.678855 NIA Norm BaselineSAGO1 10 4 1.80554073 1.80288156 1.55234664 1.00819508 0.24035207 0.15880123 0.84970907 17.4178264 10 5.3987263 NIA Norm BaselineSAGO1 90 4 13.1925931 44.9431092 13.9990119 5.17717659 1.09414852 0.22170124 6.13968429 94.7674249 10 22.171433 NIA Norm BaselineSAGO1 100 4 7.42711596 17.9339606 7.19246628 3.01548312 0.76338955 0.21027866 3.66378545 50.2064796 10 14.435851 NIA Norm BaselineSAGU1 10 3 2.6718928 0.98864807 2.17542989 1.26814773 1.10131859 0.11259801 1.82623462 20.1442697 10 6.9440121 NIA Norm BaselineSAGU1 90 3 7.41697136 5.77253659 9.3680718 3.1355163 3.35291707 0.17971447 7.05080623 46.2765338 10 14.83388 NIA Norm BaselineSAGU1 100 3 4.98757398 2.2285566 4.6679559 2.08393115 2.10822805 0.14518115 4.10052796 30.3219548 10 10.561201 NIA Norm BaselineSAMA1 10 2 17.6748234 2.65952511 4.56371461 1.50998864 0.44672492 0.35668625 2.49608234 40.7075453 11 13.890971 NIA Norm BaselineSAMA1 90 2 90.7926794 4.51903818 21.6605836 5.9924472 0.86628424 0.00019511 2.98868398 137.819912 11 26.030161 NIA Norm BaselineSAMA1 100 2 47.1973649 4.02719378 10.9958425 3.59772315 0.64717068 0.25009765 2.70458364 80.4199762 11 19.904723 NIA Norm BaselineSAPE1 10 4 1.57886582 0.44394555 0.72738722 0.39498146 0.15596408 0.01850988 0.30265949 11.6223135 8 1.4538236 NIA Norm BaselineSAPE1 90 4 5.7842361 1.57364948 7.65949976 1.62945639 1.47007806 0.09988502 2.69916097 28.9159658 8 10.17235 NIA Norm BaselineSAPE1 100 4 3.72313039 1.02336181 3.21473266 0.87392259 0.71609944 0.03913854 1.30428118 18.8946666 8 5.7819758 NIA Norm BaselineSAWE1 10 3 3.26695801 1.18829847 2.73540617 1.76097524 1.51323459 0.1501146 3.13308145 23.7480685 10 8.5754005 NIA Norm BaselineSAWE1 90 3 7.74506937 6.01694194 7.53944207 3.20146778 5.79550243 0.26506945 12.7777106 53.3412037 10 16.224817 NIA Norm BaselineSAWE1 100 3 5.30278368 2.55444594 4.66692605 2.43282821 3.10430545 0.20574778 7.01175474 35.2787918 10 12.091713 NIA Norm BaselineSAWT1 10 4 1.20548973 0.29748644 2.37294341 0.61985599 0.13950856 0.01539151 0.31885905 14.9695347 10 3.9884662 NIA Norm BaselineSAWT1 90 4 3.06242523 0.62968067 22.2388282 4.20007662 0.77023155 0.12309517 1.74247994 42.7668174 10 13.780434 NIA Norm BaselinePage 8baselineSAWT1 100 4 2.32909356 0.4618182 8.3461828 1.82019276 0.43161804 0.04121073 0.98842071 24.4185368 10 8.0332201 NIA Norm BaselineSENE1 10 5 4.80016565 0.8042745 1.60643711 0.49197708 0.10225806 0.11086878 0.68049757 20.5964787 12 7.1423391 NIA Norm BaselineSENE1 90 5 60.7057491 26.933858 13.2564571 4.28713693 0.50969491 0.04892269 1.87045166 119.61227 12 24.163884 NIA Norm BaselineSENE1 100 5 21.697607 8.35244846 6.09968165 1.90626713 0.25895567 0.11712657 1.17029061 51.6023771 12 14.099723 NIA Norm BaselineSEQU1 10 3 2.97344513 3.31946964 3.87966985 1.52099796 0.17435008 0.21874122 1.6878559 24.7745298 11 8.8098081 NIA Norm BaselineSEQU1 90 3 17.6000668 64.5136434 22.2165954 6.13259508 0.92878021 0.27640145 6.56245814 129.23054 11 24.617929 NIA Norm BaselineSEQU1 100 3 11.1142885 19.5613241 13.5836388 3.9221981 0.85770989 0.25755666 5.75475014 66.0514663 11 17.122884 NIA Norm BaselineSHEN1 10 5 11.16388 4.16455293 2.86839207 1.59648861 0.15733349 0.14039248 1.0978435 31.1888831 10 10.925321 NIA Norm BaselineSHEN1 90 5 155.50717 5.81969413 16.1026021 5.71710935 0.7246707 0.07283335 2.53799345 196.482073 10 29.306814 NIA Norm BaselineSHEN1 100 5 57.6847665 7.81494948 8.31191609 3.4065274 0.40869555 0.12100469 1.79913908 89.5469988 10 19.695476 NIA Norm BaselineSHRO1 10 2 5.81395389 1.19461321 1.79310694 0.75567976 0.17947624 0.07142869 0.20618464 20.0144434 10 6.7514796 NIA Norm BaselineSHRO1 90 2 140.194585 2.3265724 14.5561119 4.02316591 0.83570561 0.17924256 0.95851902 173.073902 10 27.888028 NIA Norm BaselineSHRO1 100 2 49.6809122 2.71459171 7.61435285 2.13638726 0.56798699 0.18498722 0.83591227 73.7351305 10 17.049474 NIA Norm BaselineSIAN1 10 4 2.19369793 0.83098464 2.94104823 1.28131369 0.37213572 0.03881895 0.93614363 18.5941428 10 6.1616301 NIA Norm BaselineSIAN1 90 4 6.4122826 2.13803463 11.9681199 2.43618561 2.19054408 0.06606902 5.91270373 41.1239396 10 13.669835 NIA Norm BaselineSIAN1 100 4 4.1405372 1.46771836 6.23556797 1.71316583 1.0781028 0.05250374 2.93989409 27.62749 10 9.6737753 NIA Norm BaselineSIKE1 10 2 12.2422567 2.97489243 7.42512773 2.20810417 0.28045164 0.2923117 1.8719508 38.2950952 11 13.308024 NIA Norm BaselineSIKE1 90 2 87.5533228 9.42815346 30.4966914 6.06215217 0.81338681 0.20421429 3.01725223 148.575173 11 26.467457 NIA Norm BaselineSIKE1 100 2 43.0914197 4.99184262 14.8851025 3.60834696 0.69246429 0.3824433 2.91332903 81.5649485 11 19.751715 NIA Norm BaselineSIME1 10 3 3.71588738 0.52926841 0.58575259 0.4333756 0.03013594 3.20771433 1.08339797 21.5855322 12 7.6026788 NIA Norm BaselineSIME1 90 3 15.3008064 1.9122314 4.56334036 1.93974722 0.1760917 25.1632702 4.38888773 65.444375 12 18.5585 NIA Norm BaselineSIME1 100 3 9.62853724 1.269431 1.90225153 0.99690608 0.12756007 10.147941 2.57316457 38.6457915 12 12.720029 NIA Norm BaselineSIPS1 10 4 18.4973543 7.05055471 6.45603733 2.62644529 0.42343643 0.10340015 2.11279666 48.2700249 11 15.571405 NIA Norm BaselineSIPS1 90 4 133.035593 8.53063523 23.9768079 6.48403896 0.82152196 0.28758967 3.18623558 187.322422 11 29.028395 NIA Norm BaselineSIPS1 100 4 58.9355132 9.06431229 14.3464182 4.45686921 0.65250906 0.24750077 2.78318286 101.486306 11 21.963408 NIA Norm BaselineSNPA1 10 4 2.60292132 1.15928403 1.06468201 0.88093116 0.05513608 0.5132622 0.20753717 17.483754 11 5.4988416 NIA Norm BaselineSNPA1 90 4 17.0811728 11.5634213 15.4055028 4.22127958 0.42202266 0.43542108 1.49622692 61.6250471 11 17.835775 NIA Norm BaselineSNPA1 100 4 9.12745514 5.20563208 5.79232407 2.1939199 0.22678329 0.53925184 0.77920522 34.8645715 11 11.450689 NIA Norm BaselineSPOK1 10 3 3.04914305 1.28435338 4.93219239 1.41218609 0.97137536 0.17842424 2.71440195 25.5420765 11 9.2673678 NIA Norm BaselineSPOK1 90 3 11.5749484 16.0401239 49.9142963 7.28685354 2.13255754 0.31103919 4.09700597 102.356825 11 22.727463 NIA Norm BaselineSPOK1 100 3 6.58024832 5.60143932 18.725013 3.42368661 1.92118328 0.17430444 5.04966235 52.4755373 11 15.24425 NIA Norm BaselineSTAR1 10 4 2.01743015 0.65272163 1.74336307 0.5395317 0.14113136 0.23154324 0.52989179 15.8556129 10 4.4859786 NIA Norm BaselineSTAR1 90 4 7.74673657 15.7981291 24.1186476 4.21310505 1.27486353 0.13829381 4.77585412 68.0656298 10 18.570699 NIA Norm BaselineSTAR1 100 4 5.04454268 4.7712231 9.04739715 1.96488308 0.60060832 0.28600758 2.45362435 34.1682863 10 10.810053 NIA Norm BaselineSULA1 10 4 1.09354114 0.33904675 0.93664881 0.27787796 0.09828073 0.03037894 0.21054494 12.9863193 10 2.5784805 NIA Norm BaselineSULA1 90 4 4.83279837 1.46381177 20.0119586 2.52287862 0.93867421 0.25548081 2.49364774 42.5192501 10 13.412914 NIA Norm BaselineSULA1 100 4 3.081537 0.96496004 6.39290987 1.08902314 0.41929111 0.07026536 1.0757659 23.0937524 10 7.2283534 NIA Norm BaselineSWAN1 10 2 12.7382465 2.79900161 3.13922807 1.0831087 0.19384625 1.71621251 3.02908957 36.6987332 12 12.94821 NIA Norm BaselineSWAN1 90 2 84.9064837 6.81791099 19.5774153 4.65980435 0.60118622 0.02616699 3.23341783 131.822385 12 25.488589 NIA Norm BaselineSWAN1 100 2 40.1800208 4.7579613 8.93259799 2.71894348 0.43570615 0.77881677 3.08804078 72.8920872 12 18.787344 NIA Norm BaselineSYCA1 10 4 2.04608436 0.88038872 2.44387952 1.56095482 0.66339643 0.02752556 1.03361833 17.6558477 9 5.5824637 NIA Norm BaselineSYCA1 90 4 4.990554 2.02590854 11.6787865 3.1731363 6.77591829 0.12193482 9.38520073 47.1514392 9 15.254711 NIA Norm BaselineSYCA1 100 4 3.99026362 1.6150415 5.99574108 2.39985455 2.78558784 0.0878411 3.76179383 29.6361235 9 10.210501 NIA Norm BaselineTALL1 10 2 6.68904798 4.54456699 3.94265952 1.49853953 0.34557574 0.08599898 2.94642065 31.0528094 11 11.090692 NIA Norm BaselineTALL1 90 2 47.7100866 43.2740003 34.5201681 5.61356159 0.77973258 0.25608198 4.33229391 147.485925 11 26.05271 NIA Norm BaselineTALL1 100 2 25.6512954 17.1616857 13.3426061 3.29527403 0.66991201 0.17156598 4.10583365 75.3981729 11 18.578283 NIA Norm BaselinePage 9baselineTHBA1 10 1 2.13865094 0.7678541 1.51978823 0.60990476 0.425799 0.03522877 1.14616 16.6433858 10 5.0274158 NIA Norm BaselineTHBA1 90 1 8.70744411 6.74728128 8.4820511 1.9625 1.33992758 0.07395227 4.20697636 41.5201327 10 13.997179 NIA Norm BaselineTHBA1 100 1 4.98338329 2.48845509 4.01549073 1.37987963 0.85740673 0.02732252 2.97352778 26.7254658 10 9.2791371 NIA Norm BaselineTHRO1 10 4 3.5408077 1.50685019 1.9869259 0.87691515 0.41835011 0.03985988 2.21833315 21.5880421 11 7.6452562 NIA Norm BaselineTHRO1 90 4 17.8148678 13.7725228 10.5765482 2.61718984 0.93155989 0.0871824 4.62096994 61.4208409 11 17.737865 NIA Norm BaselineTHRO1 100 4 9.20699102 5.51900901 4.90902533 1.60319814 0.73215066 0.09063443 3.53587221 36.5968808 11 12.205216 NIA Norm BaselineTHSI1 10 5 1.10145612 0.33836536 0.48554349 0.22121101 0.0308478 0.2402313 0.21429184 13.6319469 11 3.0413854 NIA Norm BaselineTHSI1 90 5 11.7736353 2.69174008 17.1072434 3.20688657 0.64718492 0.20217242 2.71738295 49.3462456 11 15.333545 NIA Norm BaselineTHSI1 100 5 6.11189578 1.40163559 5.8276797 1.40128938 0.27412729 0.37055614 1.25559816 27.642782 11 9.0227359 NIA Norm BaselineTONT1 10 3 2.67372389 0.95010694 2.36313252 1.04656763 0.51248436 0.05665345 1.43941011 19.0420789 10 6.381887 NIA Norm BaselineTONT1 90 3 7.07539005 2.984652 8.64501353 2.56791326 2.31712902 0.11135525 7.6681185 41.3695716 10 13.936784 NIA Norm BaselineTONT1 100 3 4.83805657 1.7515444 4.73517907 1.81338374 1.18883967 0.05951942 3.81498104 28.2015039 10 9.941245 NIA Norm BaselineTRCR1 10 3 0.92918646 0.17455883 0.35540325 0.29509118 0.04855335 0.08381432 0.25581917 14.1424266 12 3.4541088 NIA Norm BaselineTRCR1 90 3 7.53729174 1.08661166 9.06256153 1.30827778 0.26659284 0.47198139 1.63368583 33.3670028 12 11.612413 NIA Norm BaselineTRCR1 100 3 3.43009687 0.5433158 2.82904529 0.64831339 0.15189242 0.28873818 0.91415157 20.8055535 12 6.7499014 NIA Norm BaselineTRIN1 10 3 1.17374597 0.45777718 1.31664439 0.44973532 0.06089279 0.22103428 0.25428614 13.9341161 10 3.2504875 NIA Norm BaselineTRIN1 90 3 8.58566381 6.41853045 27.3507495 4.32000556 0.86604081 0.31833515 2.35963667 60.218962 10 16.316197 NIA Norm BaselineTRIN1 100 3 4.5563427 2.16464358 8.78214951 1.67245761 0.42946014 0.28543366 1.15592646 29.0464137 10 8.9295184 NIA Norm BaselineTUXE1 10 3 1.06199081 0.39050876 0.39280606 0.19655489 0.03405651 0.53036393 0.33078186 14.9370628 12 3.9905178 NIA Norm BaselineTUXE1 90 3 8.74153474 1.78460156 8.87616396 1.17831582 0.14864586 8.24277255 2.48763959 43.4596741 12 14.108658 NIA Norm BaselineTUXE1 100 3 4.30239208 0.94842102 3.04259515 0.65780282 0.09828982 2.66410173 1.23316141 24.946764 12 8.2629973 NIA Norm BaselineULBE1 10 4 1.77274485 0.51491062 1.23858892 0.4743742 0.18317047 0.04682958 0.91666944 16.1472881 11 4.7493768 NIA Norm BaselineULBE1 90 4 9.78367324 8.00832967 12.7636661 2.08271414 0.77236967 0.00633195 4.01027164 48.4273564 11 15.135413 NIA Norm BaselineULBE1 100 4 5.33159126 2.6184237 4.99023273 1.07039436 0.45620608 0.01607573 2.30350591 27.7864298 11 9.3239801 NIA Norm BaselineUPBU1 10 5 8.67599323 4.55104322 4.24337623 1.51085729 0.33748593 0.05813029 2.8113245 33.1882107 11 11.713116 NIA Norm BaselineUPBU1 90 5 83.180259 13.3026193 22.5378802 4.71935049 1.20577765 0.15683513 6.84695693 142.949679 11 26.265056 NIA Norm BaselineUPBU1 100 5 36.447452 10.7852319 11.2378109 2.97876376 0.79240823 0.15898774 4.60830483 78.0089594 11 19.151281 NIA Norm BaselineVIIS1 10 4 4.10759585 0.73954964 0.63193149 0.50901753 0.28424304 2.29653847 3.96918891 23.5380649 11 8.5335874 NIA Norm BaselineVIIS1 90 4 10.3060646 2.07500289 1.83616576 1.54553891 5.90177284 7.47954637 15.7080773 55.8521686 11 17.023664 NIA Norm BaselineVIIS1 100 4 7.05140583 1.22461438 1.03303831 0.86651785 1.99068706 4.54094203 7.97329413 35.6804996 11 12.196412 NIA Norm BaselineVILA1 10 2 8.67249914 6.11033066 4.2322156 1.85337945 0.45338113 0.36289267 5.40225107 38.0869497 11 13.197636 NIA Norm BaselineVILA1 90 2 44.3603848 70.6459614 12.8277751 4.75757699 0.67809463 0.58222018 5.55601505 150.408028 11 26.574919 NIA Norm BaselineVILA1 100 2 22.9669978 27.2288683 7.87195922 3.28682343 0.6312535 0.45236739 6.28051793 79.7187877 11 19.435133 NIA Norm BaselineVOYA2 10 5 4.19590846 0.78530166 2.11147395 0.59139568 0.10152497 0.13627224 0.69559196 20.6174689 12 7.14377 NIA Norm BaselineVOYA2 90 5 21.3187214 18.1534346 13.5779012 3.20426872 0.44787646 0.48824122 2.79993302 71.9903766 12 19.265357 NIA Norm BaselineVOYA2 100 5 11.0018129 5.69075888 6.41926007 1.64170857 0.25614004 0.26368157 1.63345505 38.906817 12 12.478814 NIA Norm BaselineWARI1 10 1 2.00916955 1.17563983 2.97140965 1.19186364 0.67722436 0.14131125 1.95927 20.1258883 10 6.9408046 NIA Norm BaselineWARI1 90 1 6.51707983 14.2830161 9.44406064 3.78026087 2.45788516 0.76177516 9.26605043 56.5101282 10 16.661701 NIA Norm BaselineWARI1 100 1 4.15818275 4.26667032 5.86243479 2.2952193 1.55752767 0.27758181 5.28361947 33.7012361 10 11.378075 NIA Norm BaselineWASH1 10 5 20.3343789 7.67777493 7.18119121 5.78001309 0.45921016 0.44331689 2.70616542 56.5820507 12 17.184826 NIA Norm BaselineWASH1 90 5 124.383931 27.9810792 33.8986519 12.2973152 1.20093907 1.04743055 4.01639398 216.825741 12 30.471051 NIA Norm BaselineWASH1 100 5 57.5192623 17.6556627 17.4882248 8.72525729 0.76672609 0.81155507 3.28768131 118.25437 12 23.497774 NIA Norm BaselineWEMI1 10 4 1.47590376 0.33804856 1.23740389 0.78591809 0.17498387 0.03875983 0.6504699 13.7014879 9 3.1132891 NIA Norm BaselineWEMI1 90 4 4.98555683 1.20609291 8.28727323 2.00293011 1.25354233 0.12662916 2.98954294 29.8515675 9 10.332365 NIA Norm BaselineWEMI1 100 4 3.20894001 0.75784089 3.57091393 1.35448002 0.58354758 0.05090456 1.568013 20.09464 9 6.4851058 NIA Norm BaselineWHIT1 10 3 1.89274432 0.45991739 1.33547603 0.57766337 0.18258066 0.0469701 0.85208514 14.347437 9 3.5503849 NIA Norm BaselinePage 10baselineWHIT1 90 3 10.5103921 3.04629276 8.96711045 1.81983031 1.89294636 0.16747491 6.67809402 42.0821409 9 13.702175 NIA Norm BaselineWHIT1 100 3 5.40859628 1.33835189 3.99236196 1.09712047 0.91633864 0.10670209 3.22375101 25.0832223 9 8.3319816 NIA Norm BaselineWHPA1 10 4 0.89147783 0.24026679 0.25135418 0.14248765 0.02935019 0.13410062 0.14831881 11.8373561 10 1.6620316 NIA Norm BaselineWHPA1 90 4 9.91944769 3.05331912 9.63225841 1.79159239 0.56036042 0.38659631 1.74172098 37.0852953 10 12.758601 NIA Norm BaselineWHPA1 100 4 4.70752727 1.35528933 3.04752616 0.73207528 0.22965201 0.26718015 0.7322747 21.0715249 10 6.5275755 NIA Norm BaselineWHPE1 10 3 1.16665853 0.34087827 0.77776594 0.39030195 0.12906412 0.05453669 0.48872212 11.3479276 8 1.2191945 NIA Norm BaselineWHPE1 90 3 5.26818546 1.63507058 8.36850361 2.18121501 1.74501478 0.47161633 2.76543535 30.4350411 8 10.414433 NIA Norm BaselineWHPE1 100 3 3.31040423 0.99502 3.36204716 1.03922222 0.76416546 0.11744206 1.38021264 18.9685138 8 5.6744848 NIA Norm BaselineWHRI1 10 4 1.06376656 0.30606096 0.60278164 0.45241312 0.09644512 0.00523488 0.24862274 10.775325 8 0.7008231 NIA Norm BaselineWHRI1 90 4 4.78995337 1.30492742 7.83056698 1.75688657 1.17801117 0.0181055 2.81173918 27.6901902 8 9.6120404 NIA Norm BaselineWHRI1 100 4 2.93775727 0.84972396 2.87208028 0.89589013 0.50574705 0.01509367 1.28069531 17.3569877 8 4.8471629 NIA Norm BaselineWICA1 10 5 2.57776168 0.80416273 1.42160887 0.70182876 0.23399453 0.01178018 1.05494944 16.8060862 10 5.1376295 NIA Norm BaselineWICA1 90 5 13.2047046 6.98198716 13.220048 2.92401874 0.85144374 0.03169733 3.52477947 50.7386791 10 15.84121 NIA Norm BaselineWICA1 100 5 6.89961281 2.74836185 5.24995929 1.45717529 0.51505267 0.02848536 2.15860506 29.0572523 10 9.7867453 NIA Norm BaselineWIMO1 10 3 5.10787673 2.79317816 3.59920601 1.27055072 0.31190267 0.09591778 2.68743598 26.8660681 11 9.7766968 NIA Norm BaselineWIMO1 90 3 49.1216407 23.7192503 17.2820187 4.46968056 0.78930526 0.15384031 4.644875 111.180611 11 23.809136 NIA Norm BaselineWIMO1 100 3 22.6852927 10.6368032 8.68801689 2.63143771 0.8169865 0.14588347 4.18039145 60.7848119 11 16.800686 NIA Norm BaselineYELL2 10 5 1.47358766 0.72428177 1.12603955 0.31010739 0.10167158 0.01331086 0.24226625 12.9912651 9 2.5761789 NIA Norm BaselineYELL2 90 5 4.26256966 1.77266686 13.4822312 2.47916887 0.9511016 0.02005683 2.57865137 34.5464464 9 11.763298 NIA Norm BaselineYELL2 100 5 3.06313265 1.40330022 4.89250588 1.08748189 0.41815955 0.0209596 1.14678218 21.032322 9 6.7042567 NIA Norm BaselineYOSE1 10 5 1.36844159 0.55345254 1.16470939 0.39142892 0.09596769 0.12685875 0.45123821 14.1520971 10 3.3972066 NIA Norm BaselineYOSE1 90 5 7.9089963 8.07004637 28.9651376 4.79031177 0.88746074 0.09012191 3.97164648 64.6837212 10 17.632092 NIA Norm BaselineYOSE1 100 5 4.94666752 3.26670153 9.94778388 2.09378341 0.49812689 0.12061125 2.23523696 33.1089114 10 10.360228 NIA Norm BaselineZICA1 10 1 1.77879542 0.72840728 1.62222613 0.6775 0.17698878 0.01287136 0.70223455 15.6990235 10 4.4779472 NIA Norm BaselineZICA1 90 1 6.86944695 2.82322924 5.62829864 1.79486957 1.77129363 0.08082817 5.33019391 34.2981601 10 12.158802 NIA Norm BaselineZICA1 100 1 4.08910255 1.31235572 3.20942711 1.15007895 0.87603008 0.03812781 2.97942211 23.6545443 10 8.2023513 NIA Norm BaselineZION1 10 3 1.74025624 0.79025339 1.28906855 1.11813859 0.34880798 0.01910614 1.18914672 16.4947776 10 4.957648 NIA Norm BaselineZION1 90 3 5.28540321 6.86462425 7.25219877 2.60979382 1.74910386 0.0078631 4.85676933 38.6257563 10 13.23817 NIA Norm BaselineZION1 100 3 3.59493794 2.69567126 3.38476391 1.73518282 0.95122096 0.01889893 2.73049451 25.1111703 10 8.7108227 NIA Norm BaselinePage 11substitutedsite Group_FREQ_NIA_Ammonium_NIA_Ammonium_NIA_Organic_extNIA_Elemental_Carbon_ExtNIA_Fine_Soil_ExtNIA_Sea_Salt_ExtNIA_Coarse_ExtNIA_Total_Ext ss_rayleigh DV method valueBALD1 10 4 1.6251257 0.41257444 1.22494983 0.62205539 0.1915094 0.00305811 0.46104818 13.5403211 9 2.98031832 NIA_Substitute BaselineBALD1 90 4 6.19638995 1.12175015 12.9592134 2.80047628 1.14064675 0.04258104 2.83022749 36.091285 9 11.8472107 NIA_Substitute BaselineBALD1 100 4 3.80012143 0.8180201 4.60059064 1.26817696 0.70223079 0.02981529 1.74699096 21.9659462 9 7.06487296 NIA_Substitute BaselineBOWA1 10 5 4.10270065 0.7096039 1.90491357 0.56473973 0.13243993 0.15712504 0.66927501 19.2407978 11 6.43256065 NIA_Substitute BaselineBOWA1 90 5 27.4454893 17.3942071 12.4158634 3.09848048 0.53531018 0.05298298 2.55041316 74.4927466 11 19.5904978 NIA_Substitute BaselineBOWA1 100 5 12.4782199 5.32889402 6.1757166 1.59997445 0.31318082 0.11803037 1.51916761 38.5331837 11 12.1935123 NIA_Substitute BaselineBRET1 10 4 17.0483418 3.05038911 3.24707551 1.81468694 0.39881624 1.14354276 3.38382797 41.0866803 11 13.9925938 NIA_Substitute BaselineBRET1 90 4 97.0377188 8.46809956 11.7236802 5.21083688 1.00211919 0.71362988 3.8022059 138.95829 11 25.9950262 NIA_Substitute BaselineBRET1 100 4 46.1034911 5.65083798 6.28548182 3.19979065 0.74948985 1.32462925 4.01440921 78.3281298 11 19.58591 NIA_Substitute BaselineCAPI1 10 5 1.88448202 0.95675158 1.3517718 0.588122 0.33251468 0.0539133 0.95929272 15.1268481 9 4.09655777 NIA_Substitute BaselineCAPI1 90 5 5.88747649 3.41552266 5.82298627 1.62322763 1.26263728 0.01352987 3.36624807 30.3916283 9 10.8903021 NIA_Substitute BaselineCAPI1 100 5 3.76125331 1.86041113 3.00200917 1.0203319 0.73627632 0.02024039 1.95091502 21.3514372 9 7.23236786 NIA_Substitute BaselineCHAS1 10 5 18.3199272 4.16457847 6.31072673 2.91881281 0.56019107 1.01204078 3.34017159 47.6264487 11 15.4900864 NIA_Substitute BaselineCHAS1 90 5 87.6026129 5.16706756 20.6565449 6.712821 0.88093363 0.2147889 2.98088321 135.215652 11 25.7628758 NIA_Substitute BaselineCHAS1 100 5 45.2763034 5.02797957 11.8647122 4.76435315 0.80604878 0.53532841 3.36473872 82.6394642 11 20.3864953 NIA_Substitute BaselineCOHU1 10 4 16.1448103 5.17416182 4.81230554 2.00875569 0.24797547 0.14595012 0.96310963 40.4970686 11 13.7331287 NIA_Substitute BaselineCOHU1 90 4 171.574092 3.49671113 22.1090334 5.06031497 0.96276027 0.06154098 1.7827004 216.047153 11 30.2533739 NIA_Substitute BaselineCOHU1 100 4 67.7390803 6.8855009 12.3431453 3.46842555 0.69209882 0.12273091 1.47131671 103.722298 11 21.5957416 NIA_Substitute BaselineGLAC1 10 5 3.0499653 0.85910719 3.30388455 1.43276064 0.21574784 0.05324344 0.84409389 20.7588029 11 7.21941127 NIA_Substitute BaselineGLAC1 90 5 11.3687921 9.35967564 87.6799503 11.1965163 1.39793849 0.2766126 5.21940069 137.498886 11 22.2575272 NIA_Substitute BaselineGLAC1 100 5 7.20576172 3.48837589 24.076723 4.52118842 0.72064161 0.08659971 3.05721574 54.1565061 11 13.6278657 NIA_Substitute BaselineKAIS1 10 3 1.03966976 0.31340194 1.00106737 0.68618539 0.08964575 0.08092179 0.39668491 12.6075769 9 2.28985897 NIA_Substitute BaselineKAIS1 90 3 7.62264539 6.96528434 16.8259375 3.42804479 1.10069949 0.11273263 4.28174248 49.3370866 9 15.5257789 NIA_Substitute BaselineKAIS1 100 3 4.06299288 2.99144572 6.36630309 1.68523733 0.58042397 0.11506936 2.15454505 26.9560174 9 8.62560569 NIA_Substitute BaselineMING1 10 4 14.2877502 4.62485279 6.15005627 2.26483932 0.41996805 0.0909186 3.10586544 42.9442507 12 14.4138394 NIA_Substitute BaselineMING1 90 4 100.155931 27.8403971 21.7565626 5.94569735 1.36009827 0.19583215 6.64557428 175.900093 12 28.2762888 NIA_Substitute BaselineMING1 100 4 46.3480634 14.7604525 12.7909001 4.06288861 0.90849058 0.2523103 4.72867936 95.8517849 12 21.3259893 NIA_Substitute BaselineMINGW 10 4 13.8494589 4.44432989 6.27150603 2.27694713 0.41808855 0.06302009 3.15368772 42.4770383 12 14.3194957 NIA_Substitute BaselineMINGW 90 4 104.572364 27.2161647 20.5443094 5.50470163 1.39428075 0.2090317 6.45984416 177.900697 12 28.4186304 NIA_Substitute BaselineMINGW 100 4 48.1906871 14.0077862 12.6773808 3.95316748 0.96911918 0.26540349 4.84850129 96.9120455 12 21.4017027 NIA_Substitute BaselineNOCA1 10 4 1.38637954 0.42275466 0.64297674 0.23971811 0.03510894 0.13211802 0.19296044 14.0520164 11 3.36975105 NIA_Substitute BaselineNOCA1 90 4 14.8707376 2.69456685 33.0229907 3.80607359 0.47921458 0.01118129 1.75202511 67.6367897 11 16.0114481 NIA_Substitute BaselineNOCA1 100 4 6.84869279 1.28319751 8.4558769 1.32344409 0.18894521 0.16014724 0.79225391 30.0525577 11 8.6812448 NIA_Substitute BaselineRAFA1 10 5 2.75654222 2.08640065 1.80723273 0.73012548 0.14872537 0.54680759 1.28893593 19.36477 10 6.43022934 NIA_Substitute BaselineRAFA1 90 5 20.4156975 12.5748913 12.3707181 3.02425868 1.0489201 0.75338061 6.85190612 67.0397724 10 18.8277419 NIA_Substitute BaselineRAFA1 100 5 10.7490145 7.20284862 6.09577288 1.81301338 0.65788971 0.61455466 4.42364836 41.5567421 10 13.2812179 NIA_Substitute BaselineSAMA1 10 4 18.5612206 2.77484809 4.92613961 1.73182949 0.52755044 0.60574583 2.31956906 42.4469031 11 14.3065452 NIA_Substitute BaselineSAMA1 90 4 93.1455258 4.52248893 24.2198907 5.63358944 0.79432701 0.24679873 2.5768858 142.139506 11 26.3055887 NIA_Substitute BaselineSAMA1 100 4 47.960189 4.12228695 11.7013082 3.53761197 0.70931644 0.67429275 2.53590177 82.2409071 11 20.130658 NIA_Substitute BaselineSEQU1 10 5 2.95910974 3.46503956 3.86222361 1.48519343 0.17069481 0.15002313 1.60873559 24.7010199 11 8.76279565 NIA_Substitute BaselineSEQU1 90 5 16.5353273 60.698573 32.4239019 7.01544846 1.07292599 0.22962 7.65371582 136.629512 11 25.3665632 NIA_Substitute BaselineSEQU1 100 5 10.787337 19.2935921 16.2744431 4.08314596 0.85298025 0.19597984 5.71775933 68.2052375 11 17.3497082 NIA_Substitute BaselineSHRO1 10 4 7.03226882 1.48338099 2.08368561 0.90708735 0.15287504 0.08628361 0.40829169 22.1538731 10 7.69378105 NIA_Substitute BaselineSHRO1 90 4 149.042497 2.69372161 14.6205174 3.62021101 0.85052216 0.09652983 1.26335934 182.187358 10 28.4575058 NIA_Substitute BaselinePage 1substitutedSHRO1 100 4 52.5717039 3.01425003 7.51085837 2.11623538 0.55377727 0.10759088 1.05874558 76.9331614 10 17.5072183 NIA_Substitute BaselineSWAN1 10 4 11.2979498 2.2603446 2.32669732 0.82867828 0.2354791 1.53511069 3.15853185 33.6427917 12 11.9892483 NIA_Substitute BaselineSWAN1 90 4 83.5169758 5.81649537 14.7932445 3.73435944 0.63207639 0.17869798 3.512634 124.184483 12 24.7449541 NIA_Substitute BaselineSWAN1 100 4 37.8079738 4.17848535 6.9388916 2.211961 0.40908604 0.84994859 3.22644429 67.6227907 12 17.9392399 NIA_Substitute BaselineTHRO1 10 5 3.81520314 1.52024974 1.97698667 0.93203867 0.39600205 0.03224636 2.19172784 21.8644545 11 7.76244632 NIA_Substitute BaselineTHRO1 90 5 17.5315413 13.7392966 10.8224362 2.74510487 0.8964397 0.06974592 4.81859081 61.6231554 11 17.8027713 NIA_Substitute BaselineTHRO1 100 5 9.29979792 5.48119947 5.04327993 1.70688414 0.70255693 0.07257923 3.63485906 36.9411567 11 12.3186914 NIA_Substitute BaselineTONT1 10 4 2.78170208 0.92622185 2.315138 1.08518325 0.54255822 0.04300808 1.48531445 19.1791259 10 6.45524055 NIA_Substitute BaselineTONT1 90 4 7.19017488 3.04757978 9.9653862 2.72888189 2.3795992 0.10521944 7.39975835 42.8165998 10 14.160478 NIA_Substitute BaselineTONT1 100 4 4.90565659 1.76316876 4.99585867 1.82070497 1.2811599 0.0551145 3.9498563 28.7715197 10 10.089442 NIA_Substitute BaselineTRIN1 10 4 1.25505813 0.48193845 1.42423621 0.46995659 0.06818598 0.23213596 0.27438125 14.2058926 10 3.43811889 NIA_Substitute BaselineTRIN1 90 4 8.38209883 6.05634786 35.2592812 4.61318119 0.83355719 0.30396468 2.54221201 67.990643 10 17.3497259 NIA_Substitute BaselineTRIN1 100 4 4.52714338 2.23526417 10.4170996 1.73050455 0.43758956 0.277473 1.24594301 30.8710172 10 9.24293914 NIA_Substitute BaselinePage 2all_sitessite Group_FREQ_NIA_Ammonium_Sulfate_ExtNIA_Ammonium_Nitrate_ExtNIA_Organic_extNIA_Elemental_Carbon_ExtNIA_Fine_Soil_ExtNIA_Sea_Salt_ExtNIA_Coarse_ExtNIA_Total_Ext ss_rayleigh DV method valueBALD1 10 4 1.6251257 0.41257444 1.22494983 0.62205539 0.1915094 0.00305811 0.46104818 13.5403211 9 2.9803183 NIA_Substitute BaselineBALD1 90 4 6.19638995 1.12175015 12.9592134 2.80047628 1.14064675 0.04258104 2.83022749 36.091285 9 11.847211 NIA_Substitute BaselineBALD1 100 4 3.80012143 0.8180201 4.60059064 1.26817696 0.70223079 0.02981529 1.74699096 21.9659462 9 7.064873 NIA_Substitute BaselineBOWA1 10 5 4.10270065 0.7096039 1.90491357 0.56473973 0.13243993 0.15712504 0.66927501 19.2407978 11 6.4325607 NIA_Substitute BaselineBOWA1 90 5 27.4454893 17.3942071 12.4158634 3.09848048 0.53531018 0.05298298 2.55041316 74.4927466 11 19.590498 NIA_Substitute BaselineBOWA1 100 5 12.4782199 5.32889402 6.1757166 1.59997445 0.31318082 0.11803037 1.51916761 38.5331837 11 12.193512 NIA_Substitute BaselineBRET1 10 4 17.0483418 3.05038911 3.24707551 1.81468694 0.39881624 1.14354276 3.38382797 41.0866803 11 13.992594 NIA_Substitute BaselineBRET1 90 4 97.0377188 8.46809956 11.7236802 5.21083688 1.00211919 0.71362988 3.8022059 138.95829 11 25.995026 NIA_Substitute BaselineBRET1 100 4 46.1034911 5.65083798 6.28548182 3.19979065 0.74948985 1.32462925 4.01440921 78.3281298 11 19.58591 NIA_Substitute BaselineBRIG1 10 5 14.8256315 3.85524369 4.54377503 2.41481885 0.23420524 1.35502872 3.2038272 42.4325302 12 14.332564 NIA_Substitute BaselineBRIG1 90 5 127.12736 15.6897514 24.2114722 6.96174332 0.96884952 0.38544149 5.38948033 192.734098 12 29.005921 NIA_Substitute BaselineBRIG1 100 5 51.933377 10.7594486 11.1355651 4.49060841 0.49327722 1.35265423 4.53725993 96.7021905 12 21.143254 NIA_Substitute BaselineCACR1 10 3 8.52642495 4.03943525 4.32885517 1.49876954 0.2491416 0.15652053 1.8156435 31.6147905 11 11.242143 NIA_Substitute BaselineCACR1 90 3 87.0546648 13.7820557 23.4389413 4.80089128 1.1226519 0.17635408 3.72694841 145.102507 11 26.362456 NIA_Substitute BaselineCACR1 100 3 38.872408 9.2259404 11.9485789 2.99810287 0.83377603 0.21492783 3.11237083 78.2061048 11 19.127483 NIA_Substitute BaselineCADI1 10 3 17.8912997 7.37943026 6.72229681 2.48315876 0.32995961 0.46888897 2.61310374 48.8881379 11 15.734597 NIA_Substitute BaselineCADI1 90 3 134.620367 20.0960318 18.8925003 5.98715217 0.89978331 0.24277486 3.44266598 195.181276 11 29.394747 NIA_Substitute BaselineCADI1 100 3 57.8147497 14.5807691 11.9008566 3.9704402 0.61525041 0.2971954 3.04030324 103.219565 11 22.052859 NIA_Substitute BaselineCAPI1 10 5 1.88448202 0.95675158 1.3517718 0.588122 0.33251468 0.0539133 0.95929272 15.1268481 9 4.0965578 NIA_Substitute BaselineCAPI1 90 5 5.88747649 3.41552266 5.82298627 1.62322763 1.26263728 0.01352987 3.36624807 30.3916283 9 10.890302 NIA_Substitute BaselineCAPI1 100 5 3.76125331 1.86041113 3.00200917 1.0203319 0.73627632 0.02024039 1.95091502 21.3514372 9 7.2323679 NIA_Substitute BaselineCHAS1 10 5 18.3199272 4.16457847 6.31072673 2.91881281 0.56019107 1.01204078 3.34017159 47.6264487 11 15.490086 NIA_Substitute BaselineCHAS1 90 5 87.6026129 5.16706756 20.6565449 6.712821 0.88093363 0.2147889 2.98088321 135.215652 11 25.762876 NIA_Substitute BaselineCHAS1 100 5 45.2763034 5.02797957 11.8647122 4.76435315 0.80604878 0.53532841 3.36473872 82.6394642 11 20.386495 NIA_Substitute BaselineCOHU1 10 4 16.1448103 5.17416182 4.81230554 2.00875569 0.24797547 0.14595012 0.96310963 40.4970686 11 13.733129 NIA_Substitute BaselineCOHU1 90 4 171.574092 3.49671113 22.1090334 5.06031497 0.96276027 0.06154098 1.7827004 216.047153 11 30.253374 NIA_Substitute BaselineCOHU1 100 4 67.7390803 6.8855009 12.3431453 3.46842555 0.69209882 0.12273091 1.47131671 103.722298 11 21.595742 NIA_Substitute BaselineDOSO1 10 5 14.3474889 3.1030299 4.87547789 2.05302256 0.17822445 0.11853216 0.73362208 35.4093979 10 12.276035 NIA_Substitute BaselineDOSO1 90 5 160.524603 3.39654119 13.3758126 4.6819667 0.77293726 0.11757404 1.73537221 194.604807 10 29.044985 NIA_Substitute BaselineDOSO1 100 5 61.4028261 4.96814495 9.45163896 3.40167016 0.43515387 0.13283436 1.3137608 91.1060292 10 20.091865 NIA_Substitute BaselineEVER1 10 4 9.56710559 2.19643704 3.50161454 1.12170697 0.39210971 1.85012578 2.69406643 32.3231661 11 11.685104 NIA_Substitute BaselineEVER1 90 4 42.5106796 4.83421881 47.0543124 5.90806223 0.93914528 1.20058406 2.98881992 116.435822 11 22.304732 NIA_Substitute BaselineEVER1 100 4 21.7605675 3.4167147 13.1944676 2.72550181 0.95006418 1.78559 3.39404576 58.2269515 11 16.046231 NIA_Substitute BaselineGLAC1 10 5 3.0499653 0.85910719 3.30388455 1.43276064 0.21574784 0.05324344 0.84409389 20.7588029 11 7.2194113 NIA_Substitute BaselineGLAC1 90 5 11.3687921 9.35967564 87.6799503 11.1965163 1.39793849 0.2766126 5.21940069 137.498886 11 22.257527 NIA_Substitute BaselineGLAC1 100 5 7.20576172 3.48837589 24.076723 4.52118842 0.72064161 0.08659971 3.05721574 54.1565061 11 13.627866 NIA_Substitute BaselineGRSM1 10 5 16.4192611 3.94124187 4.8900243 2.21595522 0.19877762 0.20249997 1.32175386 40.189514 11 13.576461 NIA_Substitute BaselineGRSM1 90 5 172.722896 3.39393246 20.6404041 5.68792833 0.80146798 0.15045439 1.9409702 216.338053 11 30.275808 NIA_Substitute BaselineGRSM1 100 5 68.1615899 5.74543943 11.7024291 3.80043486 0.52265007 0.1636443 1.95681087 103.052999 11 21.472231 NIA_Substitute BaselineHEGL1 10 3 10.8467784 4.8947091 5.10657365 2.00980556 0.32181952 0.15062557 2.25036167 36.5806734 11 12.838575 NIA_Substitute BaselineHEGL1 90 3 87.9377189 17.9135683 25.2690855 5.22359667 0.91807118 0.19237212 2.78376817 151.238181 11 26.749095 NIA_Substitute BaselineHEGL1 100 3 39.6959814 11.6965428 12.4638598 3.33415349 0.72579375 0.15019393 2.82090002 81.8874251 11 19.69792 NIA_Substitute BaselineJARI1 10 4 17.4757578 3.73458944 5.56038948 2.96875873 0.24519715 0.0726294 1.23431699 42.291639 11 14.208787 NIA_Substitute BaselineJARI1 90 4 136.357494 7.76821097 22.838811 7.42877406 0.83672227 0.23711437 3.01795228 189.485079 11 29.117261 NIA_Substitute BaselinePage 1all_sitesJARI1 100 4 57.1494579 6.88732705 13.3632593 5.19773326 0.52347327 0.11794302 2.06210778 96.3013016 11 21.173773 NIA_Substitute BaselineKAIS1 10 3 1.03966976 0.31340194 1.00106737 0.68618539 0.08964575 0.08092179 0.39668491 12.6075769 9 2.289859 NIA_Substitute BaselineKAIS1 90 3 7.62264539 6.96528434 16.8259375 3.42804479 1.10069949 0.11273263 4.28174248 49.3370866 9 15.525779 NIA_Substitute BaselineKAIS1 100 3 4.06299288 2.99144572 6.36630309 1.68523733 0.58042397 0.11506936 2.15454505 26.9560174 9 8.6256057 NIA_Substitute BaselineLIGO1 10 4 11.287135 2.24541641 3.78053932 1.78825155 0.16004265 0.10967149 0.81877106 31.1898274 11 11.108171 NIA_Substitute BaselineLIGO1 90 4 146.018626 2.26363494 16.064383 5.1760324 0.75172378 0.13181579 2.18525678 183.591473 11 28.773484 NIA_Substitute BaselineLIGO1 100 4 56.4085413 3.31779331 10.0200013 3.48810335 0.46291612 0.16292232 1.6509683 86.5112461 11 19.564093 NIA_Substitute BaselineMACA1 10 5 22.1024849 8.78073402 6.30325136 3.02378826 0.3248883 0.08961229 1.37066849 52.9954276 11 16.5099 NIA_Substitute BaselineMACA1 90 5 188.922495 9.74434705 22.2753207 6.222325 0.93425795 0.08963338 2.167129 241.355508 11 31.372051 NIA_Substitute BaselineMACA1 100 5 75.8201227 14.1049862 12.8929836 4.47887239 0.60180328 0.1119386 1.830564 120.841271 11 23.382832 NIA_Substitute BaselineMING1 10 4 14.2877502 4.62485279 6.15005627 2.26483932 0.41996805 0.0909186 3.10586544 42.9442507 12 14.413839 NIA_Substitute BaselineMING1 90 4 100.155931 27.8403971 21.7565626 5.94569735 1.36009827 0.19583215 6.64557428 175.900093 12 28.276289 NIA_Substitute BaselineMING1 100 4 46.3480634 14.7604525 12.7909001 4.06288861 0.90849058 0.2523103 4.72867936 95.8517849 12 21.325989 NIA_Substitute BaselineMINGW 10 4 13.8494589 4.44432989 6.27150603 2.27694713 0.41808855 0.06302009 3.15368772 42.4770383 12 14.319496 NIA_Substitute BaselineMINGW 90 4 104.572364 27.2161647 20.5443094 5.50470163 1.39428075 0.2090317 6.45984416 177.900697 12 28.41863 NIA_Substitute BaselineMINGW 100 4 48.1906871 14.0077862 12.6773808 3.95316748 0.96911918 0.26540349 4.84850129 96.9120455 12 21.401703 NIA_Substitute BaselineNOCA1 10 4 1.38637954 0.42275466 0.64297674 0.23971811 0.03510894 0.13211802 0.19296044 14.0520164 11 3.3697511 NIA_Substitute BaselineNOCA1 90 4 14.8707376 2.69456685 33.0229907 3.80607359 0.47921458 0.01118129 1.75202511 67.6367897 11 16.011448 NIA_Substitute BaselineNOCA1 100 4 6.84869279 1.28319751 8.4558769 1.32344409 0.18894521 0.16014724 0.79225391 30.0525577 11 8.6812448 NIA_Substitute BaselineOKEF1 10 5 19.6889678 3.66350601 6.83919366 2.17343059 0.44035761 0.7104418 2.17197593 46.6878734 11 15.229009 NIA_Substitute BaselineOKEF1 90 5 102.858857 4.88176517 30.3121285 6.18498824 0.84342916 0.23483061 3.08252015 159.398519 11 27.133905 NIA_Substitute BaselineOKEF1 100 5 49.9378918 4.78673611 14.872967 3.82347158 0.70466329 0.62618634 2.86470441 88.6166205 11 20.747372 NIA_Substitute BaselineRAFA1 10 5 2.75654222 2.08640065 1.80723273 0.73012548 0.14872537 0.54680759 1.28893593 19.36477 10 6.4302293 NIA_Substitute BaselineRAFA1 90 5 20.4156975 12.5748913 12.3707181 3.02425868 1.0489201 0.75338061 6.85190612 67.0397724 10 18.827742 NIA_Substitute BaselineRAFA1 100 5 10.7490145 7.20284862 6.09577288 1.81301338 0.65788971 0.61455466 4.42364836 41.5567421 10 13.281218 NIA_Substitute BaselineROMA1 10 5 15.653369 3.11611859 4.66392408 1.65999439 0.27472149 2.1537209 2.88966057 42.411509 12 14.288337 NIA_Substitute BaselineROMA1 90 5 96.5310224 5.3239613 23.7855709 5.73620591 0.58575747 0.1503649 3.21767424 147.330557 12 26.478357 NIA_Substitute BaselineROMA1 100 5 46.5902822 4.81364933 12.2168289 3.88504291 0.49764975 1.29105207 3.17904355 84.4735487 12 20.290672 NIA_Substitute BaselineSAMA1 10 4 18.5612206 2.77484809 4.92613961 1.73182949 0.52755044 0.60574583 2.31956906 42.4469031 11 14.306545 NIA_Substitute BaselineSAMA1 90 4 93.1455258 4.52248893 24.2198907 5.63358944 0.79432701 0.24679873 2.5768858 142.139506 11 26.305589 NIA_Substitute BaselineSAMA1 100 4 47.960189 4.12228695 11.7013082 3.53761197 0.70931644 0.67429275 2.53590177 82.2409071 11 20.130658 NIA_Substitute BaselineSEQU1 10 5 2.95910974 3.46503956 3.86222361 1.48519343 0.17069481 0.15002313 1.60873559 24.7010199 11 8.7627957 NIA_Substitute BaselineSEQU1 90 5 16.5353273 60.698573 32.4239019 7.01544846 1.07292599 0.22962 7.65371582 136.629512 11 25.366563 NIA_Substitute BaselineSEQU1 100 5 10.787337 19.2935921 16.2744431 4.08314596 0.85298025 0.19597984 5.71775933 68.2052375 11 17.349708 NIA_Substitute BaselineSHEN1 10 5 11.16388 4.16455293 2.86839207 1.59648861 0.15733349 0.14039248 1.0978435 31.1888831 10 10.925321 NIA_Substitute BaselineSHEN1 90 5 155.50717 5.81969413 16.1026021 5.71710935 0.7246707 0.07283335 2.53799345 196.482073 10 29.306814 NIA_Substitute BaselineSHEN1 100 5 57.6847665 7.81494948 8.31191609 3.4065274 0.40869555 0.12100469 1.79913908 89.5469988 10 19.695476 NIA_Substitute BaselineSHRO1 10 4 7.03226882 1.48338099 2.08368561 0.90708735 0.15287504 0.08628361 0.40829169 22.1538731 10 7.6937811 NIA_Substitute BaselineSHRO1 90 4 149.042497 2.69372161 14.6205174 3.62021101 0.85052216 0.09652983 1.26335934 182.187358 10 28.457506 NIA_Substitute BaselineSHRO1 100 4 52.5717039 3.01425003 7.51085837 2.11623538 0.55377727 0.10759088 1.05874558 76.9331614 10 17.507218 NIA_Substitute BaselineSIPS1 10 4 18.4973543 7.05055471 6.45603733 2.62644529 0.42343643 0.10340015 2.11279666 48.2700249 11 15.571405 NIA_Substitute BaselineSIPS1 90 4 133.035593 8.53063523 23.9768079 6.48403896 0.82152196 0.28758967 3.18623558 187.322422 11 29.028395 NIA_Substitute BaselineSIPS1 100 4 58.9355132 9.06431229 14.3464182 4.45686921 0.65250906 0.24750077 2.78318286 101.486306 11 21.963408 NIA_Substitute BaselineSWAN1 10 4 11.2979498 2.2603446 2.32669732 0.82867828 0.2354791 1.53511069 3.15853185 33.6427917 12 11.989248 NIA_Substitute BaselineSWAN1 90 4 83.5169758 5.81649537 14.7932445 3.73435944 0.63207639 0.17869798 3.512634 124.184483 12 24.744954 NIA_Substitute BaselineSWAN1 100 4 37.8079738 4.17848535 6.9388916 2.211961 0.40908604 0.84994859 3.22644429 67.6227907 12 17.93924 NIA_Substitute BaselineTHRO1 10 5 3.81520314 1.52024974 1.97698667 0.93203867 0.39600205 0.03224636 2.19172784 21.8644545 11 7.7624463 NIA_Substitute BaselinePage 2all_sitesTHRO1 90 5 17.5315413 13.7392966 10.8224362 2.74510487 0.8964397 0.06974592 4.81859081 61.6231554 11 17.802771 NIA_Substitute BaselineTHRO1 100 5 9.29979792 5.48119947 5.04327993 1.70688414 0.70255693 0.07257923 3.63485906 36.9411567 11 12.318691 NIA_Substitute BaselineTONT1 10 4 2.78170208 0.92622185 2.315138 1.08518325 0.54255822 0.04300808 1.48531445 19.1791259 10 6.4552405 NIA_Substitute BaselineTONT1 90 4 7.19017488 3.04757978 9.9653862 2.72888189 2.3795992 0.10521944 7.39975835 42.8165998 10 14.160478 NIA_Substitute BaselineTONT1 100 4 4.90565659 1.76316876 4.99585867 1.82070497 1.2811599 0.0551145 3.9498563 28.7715197 10 10.089442 NIA_Substitute BaselineTRIN1 10 4 1.25505813 0.48193845 1.42423621 0.46995659 0.06818598 0.23213596 0.27438125 14.2058926 10 3.4381189 NIA_Substitute BaselineTRIN1 90 4 8.38209883 6.05634786 35.2592812 4.61318119 0.83355719 0.30396468 2.54221201 67.990643 10 17.349726 NIA_Substitute BaselineTRIN1 100 4 4.52714338 2.23526417 10.4170996 1.73050455 0.43758956 0.277473 1.24594301 30.8710172 10 9.2429391 NIA_Substitute BaselineUPBU1 10 5 8.67599323 4.55104322 4.24337623 1.51085729 0.33748593 0.05813029 2.8113245 33.1882107 11 11.713116 NIA_Substitute BaselineUPBU1 90 5 83.180259 13.3026193 22.5378802 4.71935049 1.20577765 0.15683513 6.84695693 142.949679 11 26.265056 NIA_Substitute BaselineUPBU1 100 5 36.447452 10.7852319 11.2378109 2.97876376 0.79240823 0.15898774 4.60830483 78.0089594 11 19.151281 NIA_Substitute BaselinePage 3