cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22002/1p2rp-j2a45
title: Ecoli+Elastin

description: Raw data files of Ecoli+Elastin
description: <strong>Tilt Series Date:</strong> 2018-10-15</p>
<strong>Data Taken By:</strong> Songye Chen</p>
<strong>Species / Specimen:</strong> Escherichia coli in vitro</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.0°, constant angular increment, dosage: 180.0 eV/Å²,  defocus: -8.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Batchruntomo</p>
<strong>Collaborators and Roles:</strong> Seunghyun Sim from Tirrell Lab provided the sample</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/scy2018-10-15-21/rawdata/</p>6N_tilt21.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/scy2018-10-15-21/rawdata/6N_tilt21.mrc"
        > <i class="download icon"></i> Download </a></p>

        6N_tilt21.rec,  Reconstruction (Pixel Size 1.56 nm), 888.1 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/scy2018-10-15-21/3dimage_97629/6N_tilt21.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/cmsv7-8k674
title: Pseudomonas aeruginosa

description: Raw data files of Pseudomonas aeruginosa
description: <strong>Tilt Series Date:</strong> 2019-01-12</p>
<strong>Data Taken By:</strong> Mohammed Kaplan</p>
<strong>Species / Specimen:</strong> Pseudomonas aeruginosa</p>
<strong>Strain:</strong> PA14 flgI::MrT7 (Tn)</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 150.0 eV/Å²,  defocus: -9.0 μm,  magnification: 26000x. </p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> These cells were obtained from Diana Newman lab (cells given by the lab manager Shannon Park) from the transposon library. This is number (4658) from the non-redundant list (FlgI).</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-01-12-15/rawdata/</p>Paeruginosa_dflgI16.mrc,  Tilt Series (Pixel Size 0.53 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-01-12-15/rawdata/Paeruginosa_dflgI16.mrc"
        > <i class="download icon"></i> Download </a></p>

        Paeruginosa_dflgI16_part61_3.rec,  Reconstruction (Pixel Size 2.12 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mka2019-01-12-15/3dimage_100629/Paeruginosa_dflgI16_part61_3.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/vgn0f-0nw84
title: P. gingivalis wild type

description: Raw data files of P. gingivalis wild type
description: <strong>Tilt Series Date:</strong> 2020-11-06</p>
<strong>Data Taken By:</strong> Georges Chreifi</p>
<strong>Species / Specimen:</strong> Porphyromonas gingivalis</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3°, constant angular increment, dosage: 170.0 eV/Å²,  defocus: -6.0 μm,  magnification: 26000x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Serial EM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Eric Reynolds</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Grown and harvested from plates</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2020-11-06-24/rawdata/</p>PginWT9_024.mrc,  Tilt Series (Pixel Size 0.333 nm), 1.9 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2020-11-06-24/rawdata/PginWT9_024.mrc"
        > <i class="download icon"></i> Download </a></p>

        PginWT9_024_full.rec,  Reconstruction (Pixel Size 1.332 nm), 737.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2020-11-06-24/3dimage_115021/PginWT9_024_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/zge0f-heb83
title: JV9264

description: Raw data files of JV9264
description: <strong>Tilt Series Date:</strong> 2018-09-10</p>
<strong>Data Taken By:</strong> Jun Zhang</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 2°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -14.0 μm,  magnification: 41000x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Joseph</p>
<strong>Purification / Growth Conditions / Treatment:</strong> 37 degree and OD 2.5-3.0</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-10-36/rawdata/</p>JV9264_TS41.mrc,  Tilt Series (Pixel Size 0.2654 nm), 1.6 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-10-36/rawdata/JV9264_TS41.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9264_TS41_full.rec,  Reconstruction (Pixel Size 1.0616 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-10-36/3dimage_98172/JV9264_TS41_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/gjnsd-z2v38
title: JV9264

description: Raw data files of JV9264
description: <strong>Tilt Series Date:</strong> 2018-09-06</p>
<strong>Data Taken By:</strong> Jun Zhang</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 2°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -7.0 μm,  magnification: 41000x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Joseph</p>
<strong>Purification / Growth Conditions / Treatment:</strong> 37 degree and OD 2.5-3.0</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-48/rawdata/</p>JV9264_B142.mrc,  Tilt Series (Pixel Size 0.2654 nm), 1.6 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-48/rawdata/JV9264_B142.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9264_B142_full.rec,  Reconstruction (Pixel Size 1.0616 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/jza2018-09-06-48/3dimage_97843/JV9264_B142_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/8xydn-k1f08
title: caulobacter rs_deletion

description: Raw data files of caulobacter rs_deletion
description: <strong>Tilt Series Date:</strong> 2019-12-07</p>
<strong>Data Taken By:</strong> Debnath Ghosal</p>
<strong>Species / Specimen:</strong> Caulobacter crescentus</p>
<strong>Strain:</strong> NA1000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 3.0°, constant angular increment, dosage: 130.0 eV/Å²,  defocus: -7.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> SerialEM</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Debnath Ghosal collected and processed.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2019-12-07-131/rawdata/</p>Cc_TS66.mrc,  Tilt Series (Pixel Size 0.353 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2019-12-07-131/rawdata/Cc_TS66.mrc"
        > <i class="download icon"></i> Download </a></p>

        Cc_TS66.rec,  Reconstruction (Pixel Size 1.412 nm), 1.5 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2019-12-07-131/3dimage_112283/Cc_TS66.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15483/2584866
title: 1991 Los Angeles Travel and Congestion Survey
DOI: 10.15483/2584867
title: 1994 Detroit Household-Based Person Trip Survey
DOI: 10.22002/ykg79-c6635
title: Clostridium thermocellum

description: CTN7 cellulosome-free - provided by Yannick Bomble
description: <strong>Tilt Series Date:</strong> 2019-05-26</p>
<strong>Data Taken By:</strong> William Nicolas</p>
<strong>Species / Specimen:</strong> Clostridium thermocellum</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 50.0°), step: 2°, constant angular increment, dosage: 80.0 eV/Å²,  defocus: -8.0 μm,  magnification: 19500x. </p>
<strong>Microscope:</strong> Caltech Titan Krios</p>
<strong>Acquisition Software:</strong> Undefined</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Nicholas Sarai's project on C. thermocellum. He did all the work except the imaging where we were both there.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2019-05-26-9/rawdata/</p>ctn7-3_sq1_cell4.mrc,  Tilt Series (Pixel Size 0.45 nm), 2.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2019-05-26-9/rawdata/ctn7-3_sq1_cell4.mrc"
        > <i class="download icon"></i> Download </a></p>

        ctn7-3_sq1_cell4_full.rec,  Reconstruction (Pixel Size 1.8 nm), 1.5 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/wnj2019-05-26-9/3dimage_103150/ctn7-3_sq1_cell4_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15483/2584868
title: 1994 Detroit Household-Based Person Trip Survey
DOI: 10.15483/2584869
title: 2000 Northeast Florida Household Travel Survey
DOI: 10.15483/2584870
title: 2000 Philadelphia Household Interview Survey
DOI: 10.22002/j23xb-ff691
title: CR2715_Janelia

description: Legionella thyA ΔdotG.This strain is published in Nat Mic (2018). Roy and Liu.
description: <strong>Tilt Series Date:</strong> 2018-08-27</p>
<strong>Data Taken By:</strong> Debnath Ghosal</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2.0°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -6.0 μm,  magnification: 26000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Legionella thyA ΔdotG.This strain is published in Nat Mic (2018). Roy and Liu.CR2715</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2018-08-27-718/rawdata/</p>CR2715_201808280033.mrc,  Tilt Series (Pixel Size 0.42 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2018-08-27-718/rawdata/CR2715_201808280033.mrc"
        > <i class="download icon"></i> Download </a></p>

        CR2715_201808280033_full.rec,  Reconstruction (Pixel Size 1.68 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2018-08-27-718/3dimage_96257/CR2715_201808280033_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15483/2584871
title: 2003 Interstate 595 Vehicle Trip-Length Study

description: # 2003 Interstate 595 Vehicle Trip-Length Study
The 2003 Vehicle Trip-Length Study focused on Interstate 595 between Davie Road and University Drive in Florida.

Survey participants answered questions about their trip's origin and destination—including the type of location such as work, home, store, etc.—the on- and off-ramps used, how many people were in the car, and the type of vehicle. The survey also collected household demographic data such as annual household income, available vehicles, the number of people living in their household, and the number of workers in their household above the age of 16. It also asked if they would use proposed bus-only lanes or train service along the corridor, if available.

## Data Collection Agency
The survey was conducted by and for the Florida Department of Transportation.

## Survey Methodology
The survey was conducted via mail and online in March 2003.

## Survey Records, Data, and Documentation
Survey records include 7,917 participants.

Origin and destination locations include street addresses, nearest intersections or landmarks, city, state, zip code, and latitude/longitude.
DOI: 10.15483/2584872
title: 2007 Indiana Household Travel Inventory Study
DOI: 10.15483/2584873
title: 2009 Interstate 95 Express Phase 1A Survey

description: # 2009 Interstate 95 Express Phase 1A Survey
The 2009 Phase 1A Survey focused on commuters using Interstate 95 express lanes between downtown Miami and the Golden Glades Interchange in Florida.

Survey participants answered questions about their trip's purpose, frequency, and mode as well as demographics such as their age, race/ethnicity, and income. It also asked if and why or why not they had used Interstate 95 before and/or after the installation of two high-occupancy toll lanes, if they were satisfied with the upgrade, and about their related perceptions of safety.

## Data Collection Agency
The survey was conducted by and for the Florida Department of Transportation.

## Survey Methodology
The survey was conducted online in May 2009.

## Survey Records, Data, and Documentation
Survey records include 9,156 participants.
DOI: 10.15483/2584874
title: 2012 California Household Travel Survey Supplement

description: # 2012 California Household Travel Survey Supplement
The 2012 California Household Travel Survey Supplement focused on gathering specific travel information from residents for the development of next-generation, activity-based models.

Called the "Augment Survey," it supplemented the  [2010–2012 California Household Travel Survey](https://www.nrel.gov/transportation/secure-transportation-data/tsdc-california-travel-survey).

## Data Collection Agency
The Southern California Association of Governments (SCAG) hired Abt-SRBI, Inc. to conduct the survey.

## Methodology
Travel data were collected from households via in-vehicle (625 vehicles) and wearable (244 participants) global positioning system (GPS) devices.

## Drive Cycle Processing and Filtering
NREL has developed a GPS data filtration routine to filter erroneous data points in individual drive cycles sourced from GPS devices mounted in vehicles. Second-by-second drive cycle data collected from GPS-instrumented vehicles during this survey have passed through NREL's drive cycle processing and filtering routines.

## Survey Records
Study records include 473 households.

## Transportation Data
The SCAG data set contains data from 473 households that participated in one or more areas of study. Of these, 141 completed the wearable GPS portion of the study and 332 completed the vehicle GPS portion. There was no overlap between households participating in the two study areas (wearable and vehicle GPS). For details on available travel survey data and variable definitions, see the [data dictionary](https://www.nrel.gov/media/docs/libraries/tsdc/caltrans_scag_data_dictionary.pdf?sfvrsn=6ec36d7a_1).

NREL-generated drive cycle data are also available for this survey. For details on available data and variable definitions, see the [drive cycle data dictionary](https://www.nrel.gov/media/docs/libraries/tsdc/drive_cycles_data_dictionary.pdf?sfvrsn=7de7e888_1).

Transportation data are available as zipped files. [Download Winzip](http://www.winzip.com/downwz.htm).
DOI: 10.15468/dl.9uftm8
title: Occurrence Download

description: A dataset containing 8866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "TaxonKey is Eresia aveyrona mylitta"
 ]
}

 The dataset includes 8866 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046950-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15483/2584875
title: 2013 Metropolitan Area Planning Agency External Travel Survey

description: # 2013 Metropolitan Area Planning Agency External Travel Survey
The 2013 Metropolitan Area Planning Agency (MAPA) External Travel Survey was conducted to measure and identify travel patterns into, within, and out of the greater Omaha/Council Bluffs metropolitan area in Nebraska. MAPA sponsored the survey in conjunction with the Federal Highway Administration, the Nebraska Department of Roads, and the Iowa Department of Transportation.

## Data Collection Agency
MAPA conducted the survey.

## Methodology
The purpose of the survey was to collect information and data needed as input for MAPA’s travel-demand model. The survey employed a combination of nine survey methods and data-collection activities, including Bluetooth technology, intercept surveys, postcard handouts, travel-time studies, vehicle classification counts, and a web-based survey.

## Survey Records
Survey records include a total of 729 participants.

## Transportation Data
This study provides Bluetooth records and supplementary data for 17,434 passenger trips and 3,123 commercial trips, accounting for 714,218 vehicle miles traveled.

Transportation data are available as zipped files. [Download Winzip](http://www.winzip.com/downwz.htm).
DOI: 10.22002/4wcvk-w3618
title: P. gingivalis ABK mutant

description: Triple gingipain ABK mutant in the P. gingivalis W50 strain
description: <strong>Tilt Series Date:</strong> 2018-01-15</p>
<strong>Data Taken By:</strong> Georges Chreifi</p>
<strong>Species / Specimen:</strong> Porphyromonas gingivalis</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Eric Reynolds</p>
<strong>Sample Preparation:</strong> Harvested and plunge-frozen from liquid culture.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-01-15-72/rawdata/</p>Pgin_18.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-01-15-72/rawdata/Pgin_18.mrc"
        > <i class="download icon"></i> Download </a></p>

        Pgin_18_full.rec,  Reconstruction (Pixel Size 1.56 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/gca2018-01-15-72/3dimage_91904/Pgin_18_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15483/2584876
title: 2013-2014 Greater Fairbanks, Alaska, Transportation Survey

description: # 2013–2014 Greater Fairbanks, Alaska, Transportation Survey
The 2013–2014 Greater Fairbanks Transportation Survey obtained behavior data for regional travel demand modeling. The planning region in Alaska comprised the North Star Borough—known as the PM2.5 nonattainment region—and included the cities of Fairbanks and North Pole.

## Data Collection Agency
The Alaska Department of Transportation and Public Facilities conducted the survey.

## Methodology
Data collection occurred in two phases: the first in fall 2013 and the second in winter 2014. The first phase employed address-based sampling to recruit more than 1,700 households for a one-day personal travel survey, and a sub-sample participated with global position system (GPS) and on-board diagnostic (OBD) loggers installed in their vehicles (282 vehicles) for one week. The purpose of phase one was to better understand the impact of vehicle emissions on air quality in the PM2.5 nonattainment region. Many of the households participating in the vehicle GPS/OBD portion of phase one were asked to participate in phase two.

## Drive Cycle Processing and Filtering
NREL has developed a GPS data filtration routine to filter erroneous data points in individual drive cycles sourced from GPS devices mounted in vehicles. Second-by-second drive cycle data collected from GPS-instrumented vehicles during this survey have passed through NREL's drive cycle processing and filtering routines.

## Survey Records
Survey records include 135 households.

## More Information
For more information about the survey, see the [Greater Fairbanks Transportation Survey Final Report](https://www.nrel.gov/media/docs/libraries/tsdc/greater-fairbanks-transportation-survey-final-report.pdf?sfvrsn=16ecd45b_1).

## Transportation Data
For details on available travel survey data and variable definitions, see the [data dictionary](https://www.nrel.gov/media/docs/libraries/tsdc/akdot_data_dictionary.pdf?sfvrsn=16778e11_1).

NREL-generated drive cycle data are also available for this survey. For details on available data and variable definitions, see the [drive cycle data dictionary](https://www.nrel.gov/media/docs/libraries/tsdc/drive_cycles_data_dictionary.pdf?sfvrsn=7de7e888_1).

Transportation data are available as zipped files. [Download Winzip](http://www.winzip.com/downwz.htm).