AndreaBozzo/ceres-open-data-index huggingface dataset:
Xing_et_al_JGR2015

The data sets are outputs from the WRF-CMAQ modeling system. Typically these files contain a number of meteorological and atmospheric pollutant concentrations on a model grid which is either 2- or 3-dimensional and also in some instances vary with time. 

This dataset is associated with the following publication:
Xing, J., R. Mathur , J. Pleim , C. Hogrefe , C. Gan, D. Wong , C. Wei, and J. Wang. Air pollution and climate response to aerosol direct radiative effects: A modeling study of decadal trends across the northern hemisphere.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES. American Geophysical Union, Washington, DC, USA, 120(33): 12221-12236, (2015).

Tags: aerosol-direct-radiatiative-effects, aerosol-direct-radiative-effect, aod, feedback, hemispheric-cmaq, northern-hemisphere, trend, wrf-cmaq
Organization: U.S. Environmental Protection Agency
Large Drought-induced Variations in Oak Leaf Volatile Organic Compound Emissions during PINOT NOIR 2012

Leaf level oak isoprene emissions and co2/H2O exchange in the Ozarks, USA

BAGeron.csv is the speciated biomass displayed in Figure 1.

Biomass Dry Weights.xlsx is used to convert leaf area to dry leaf biomass and is used in Figure 2.

Daly Ozarks leaf ISOP.txt and MOFLUX_Isoprene Summary_refined Tcurve data.xlsx are the leaf isoprene emission rate files shown in Figure 2.

Harley Aug12_Chris.xls is the leaf isoprene emission rate file shown in Figure  3.


Daly Ozarks leaf.txt is the BVOC emissions file used for Figure 7 and Table 4.

Drought IS.txt is the review data given in Table 2.

Fig4 Aug10 2012 Harley.txt is shown in Figure 4.

Fig 5 Aug14 2012 Harley.txt is shown in Figure 5.

Daly Ozarks Leaf.txt is used in Fig 7.

Drought IS.txt is used in Fig 8. 

This dataset is associated with the following publication:
Geron , C., R. Daly , P. Harley, R. Rasmussen, R. Seco, A. Guenther, T. Karl, and L. Gu. Large Drought-Induced Variations in Oak Leaf Volatile Organic Compound Emissions during PINOT NOIR 2012.   CHEMOSPHERE. Elsevier Science Ltd, New York, NY, USA, 146: 8-21, (2016).

Tags: biogenic-emissions, drought, isoprene, megan, monoterpene, monoterpenes, ozarks, quercus
Organization: U.S. Environmental Protection Agency
Systemic Metabolic Derangement, Pulmonary Effects, and Insulin Insufficiency Following Subchronic Ozone Exposure in Rats

This data set includes individual animal data collected for various biological endpoints that are included in the manuscript.
Miller DB, Snow SJ, Henriquez A, Schladweiler MC, Ledbetter AD, Richards JE, Andrews DL, Kodavanti UP. Systemic metabolic derangement, pulmonary effects, and insulin insufficiency following subchronic ozone exposure in rats. Toxicol Appl Pharmacol. 2016 Jun 28;306:47-57. 
The primary author Desinia Miller, an UNC-EPA co-opp Student has since completed her PhD and is no longer in EPA database. 

This dataset is associated with the following publication:
Miller, D., S. Snow, A. Henriquez, M. Schladweiler, A. Ledbetter, J. Richards, D. Andrews, and U. Kodavanti. Systemic Metabolic Derangement, Pulmonary Effects, and Insulin Insufficiency following subchronic ozone exposure in rats.   TOXICOLOGY AND APPLIED PHARMACOLOGY. Academic Press Incorporated, Orlando, FL, USA, 306: 47-57, (2016).

Tags: insulin-resistance, metabolism, metabolism-ozone-stress-response-insulin-resistance-pancreatic-beta-cells, ozone, pancreatic-beta-cells, stress-response
Organization: U.S. Environmental Protection Agency
CMAQ Model Output

CMAQ and CMAQ-VBS model output. This dataset is not publicly accessible because: Files too large. It can be accessed through the following means: via EPA's NCC tape archive system (ASM) or by contacting the PI. Format: netCDF CMAQ model output. 

This dataset is associated with the following publication:
Woody , M., K. Baker , P. Hayes, J. Jimenez, B. Koo, and H. Pye. Understanding sources of organic aerosol during CalNex-2010 using the CMAQ-VBS.   Atmospheric Chemistry and Physics. Copernicus Publications, Katlenburg-Lindau,  GERMANY, 16: 4081-4100, (2016).

Tags: calnex, cmaq, organic-aerosols, volatility-basis-set
Organization: U.S. Environmental Protection Agency
Geographically isolated wetlands and watershed hydrology: A modified

Data for "An improved representation of geographically isolated wetlands in a watershed-scale hydrologic model". 

This dataset is associated with the following publication:
Evenson, G., H. Golden, C. Lane, and E. D'Amico. An improved representation of geographically isolated wetlands in a watershed-scale hydrologic model.   Hydrological Processes. John Wiley & Sons, Ltd., Indianapolis, IN, USA,  online, (2016).

Tags: downstream-effects, geographically-isolated-wetlands, hydrology, modeling, watershed, wetlands
Organization: U.S. Environmental Protection Agency
Data for Figures and Tables in Journal Article "Assessment of the Effects of Horizontal Grid Resolution on Long-Term Air Quality Trends using Coupled WRF-CMAQ Simulations", doi:10.1016/j.atmosenv.2016.02.036

The dataset represents the data depicted in the Figures and Tables of a Journal Manuscript with the following abstract: "The objective of this study is to determine the adequacy of using a relatively coarse horizontal resolution (i.e. 36 km) to simulate long-term trends of pollutant concentrations and radiation variables with the coupled WRF-CMAQ model. WRF-CMAQ simulations over the continental United State are performed over the 2001 to 2010 time period at two different horizontal resolutions of 12 and 36 km. Both simulations used the same emission inventory and model configurations. Model results are compared both in space and time to assess the potential weaknesses and strengths of using coarse resolution in long-term air quality applications. The results show that the 36 km and 12 km simulations are comparable in terms of trends analysis for both pollutant concentrations and radiation variables. The advantage of using the coarser 36 km resolution is a significant reduction of computational cost, time and storage requirement which are key considerations when performing multiple years of simulations for trend analysis. However, if such simulations are to be used for local air quality analysis, finer horizontal resolution may be beneficial since it can provide information on local gradients. In particular, divergences between the two simulations are noticeable in urban, complex terrain and coastal regions.". 

This dataset is associated with the following publication:
Gan , M., C. Hogrefe , R. Mathur , J. Pleim , J. Xing , D. Wong , R. Gilliam , G. Pouliot , and C. Wei. Assessment of the effects of horizontal grid resolution on long-term air quality trends using coupled WRF-CMAQ simulations.   ATMOSPHERIC ENVIRONMENT. Elsevier Science Ltd, New York, NY, USA, 132: 207-216, (2016).

Tags: air-quality-application, computational-cost, horizontal-grid-resolution, model-evaluation, wrf-cmaq
Organization: U.S. Environmental Protection Agency
Outdoor air quality impacts data for USGCRP Climate and Health Assessment

Gridded values of daily maximum temperature and ozone levels simulated over the continental U.S. using year-2000 and year-2030 climatic conditions as represented by two different global climate models and greenhouse gas forcing scenarios. 

This dataset is associated with the following publication:
Fann , N., C. Nolte , P. Dolwick , T. Spero , A. CurryBrown , S. Phillips , and S. Anenberg. The Geographic Distribution and Economic Value of Climate Change-Related Ozone Health Impacts in the United States in 2030.   JOURNAL OF AIR AND WASTE MANAGEMENT. Air & Waste Management Association, Pittsburgh, PA, USA, 65(5): 570-580, (2015).

Tags: air-quality, climate-change, cmaq, dynamical-downscaling, regional-climate-modeling, usgcrp
Organization: U.S. Environmental Protection Agency
Kelly et al. (2016): Simulating the phase partitioning of NH3, HNO3, and HCl with size-resolved particles over northern Colorado in winter

In this study, modeled gas- and aerosol phase ammonia, nitric acid, and hydrogen chloride are compared to measurements taken during a field campaign conducted in northern Colorado in February and March 2011.  We compare the modeled and observed gas-particle partitioning, and assess potential reasons for discrepancies between the model and measurements.  This data set contains scripts and data used for each figure in the associated manuscript.  Figures are generated using the R project statistical programming language. Data files are in either comma-separated value (CSV) format or netCDF, a standard self-describing binary data format commonly used in the earth and atmospheric sciences. 

This dataset is associated with the following publication:
Kelly , J., K. Baker , C. Nolte, S. Napelenok , W.C. Keene, and A.A.P. Pszenny. Simulating the phase partitioning of NH3, HNO3, and HCl with size-resolved particles over northern Colorado in winter.   ATMOSPHERIC ENVIRONMENT. Elsevier Science Ltd, New York, NY, USA, 131: 67-77, (2016).

Tags: aerosol-size-distributions, air-quality, cmaq, model-evaluation, nachtt, source-apportionment, wrf
Organization: U.S. Environmental Protection Agency
Evaluation of near surface ozone and particulate matter in air quality simulations driven by dynamically downscaled historical meteorological fields

This dataset supports the modeling study of Seltzer et al. (2016) published in Atmospheric Environment. In this study, techniques typically used for future air quality projections are applied to a historical 11-year period to assess the performance of the modeling system when the driving meteorological conditions are obtained using dynamical downscaling of coarse-scale fields without correcting toward higher resolution observations. The Weather Research and Forecasting model and the Community Multiscale Air Quality model are used to simulate regional climate and air quality over the contiguous United States for 2000-2010. The air quality simulations for that historical period are then compared to observations from four national networks. Comparisons are drawn between defined performance metrics and other published modeling results for predicted ozone, fine particulate matter, and speciated fine particulate matter. The results indicate that the historical air quality simulations driven by dynamically downscaled meteorology are typically within defined modeling performance benchmarks and are consistent with results from other published modeling studies using finer-resolution meteorology. This indicates that the regional climate and air quality modeling framework utilized here does not introduce substantial bias, which provides confidence in the method’s use for future air quality projections. 

This dataset is associated with the following publication:
Seltzer, K., C. Nolte, T. Spero, W. Appel, and J. Xing. Evaluation of near surface ozone and particulate matter in air quality simulations driven by dynamically downscaled historical meteorological fields.   ATMOSPHERIC ENVIRONMENT. Elsevier Science Ltd, New York, NY, USA, 138: 42-54, (2016).

Tags: air-quality, climate-change, cmaq, dynamical-downscaling, model-evaluation, regional-climate-modeling
Organization: U.S. Environmental Protection Agency
CESM Lakes Monthly

This dataset contains monthly aggregates of 2D near-surface fields from the WRF model simulations labeled "default" (using WRF default approach to setting lake surface temperatures for downscaling) and "clmlst" (which uses lake surface temperatures from CLM to supplement those provided with CMIP5 archive of CESM). 

This dataset is associated with the following publication:
Spero , T., C. Nolte , J.H. Bowden, M.S. Mallard, and J. Herwehe. The Impact of Incongruous Lake Temperatures on Regional Climate Extremes Downscaled from the CMIP5 Archive Using the WRF Model.   Journal of Climate. American Meteorological Society, Boston, MA, USA, 29(2): 839-853, (2016).

Tags: cmip5, dynamical-downscaling, monthly, regional-climate-modeling, wrf
Organization: U.S. Environmental Protection Agency
Ecohydrology_GoldenHeaher_Data_052316

Table of data used for statistical analyses. 

This dataset is associated with the following publication:
Golden , H., H. Sander, C. Lane , C. Zhao, K. Price, E. D'Amico, and J. Christensen. Relative effects of geographically isolated wetlands on streamflow: a watershed-scale analysis.   ECOHYDROLOGY. Wiley Interscience, Malden, MA, USA, 9(1): 21-38, (2016).

Tags: model, streamflow, watershed, wetlands
Organization: U.S. Environmental Protection Agency
CESM Lakes Supplement

This is a README file to indicate the locations of codes, data sets, and other supporting materials. 

This dataset is associated with the following publication:
Spero , T., C. Nolte , J.H. Bowden, M.S. Mallard, and J. Herwehe. The Impact of Incongruous Lake Temperatures on Regional Climate Extremes Downscaled from the CMIP5 Archive Using the WRF Model.   Journal of Climate. American Meteorological Society, Boston, MA, USA, 29(2): 839-853, (2016).

Tags: cmip5, dynamical-downscaling, readme, regional-climate-modeling, wrf
Organization: U.S. Environmental Protection Agency
phosphorus retention data and metadata

phosphorus retention in wetlands data and metadata. 

This dataset is associated with the following publication:
Lane , C., and B. Autrey. Phosphorus retention of forested and emergent marsh depressional wetlands in differing land uses in Florida, USA.   Wetlands Ecology and Management. Springer Science and Business Media B.V;Formerly Kluwer Academic Publishers B.V.,   GERMANY, 24(1): 45-60, (2016).

Tags: phosphorus, wetlands
Organization: U.S. Environmental Protection Agency
Suppression of antigen-specific antibody responses in mice exposed to perfluorooctanoic acid: Role of PPARa and T- and B-cell targeting

Dosing information, body weights during exposure and immune system endpoints. 

This dataset is associated with the following publication:
DeWitt, J., W. Williams , J. Creech, and R. Luebke. Suppression of antigen-specific antibody responses in mice exposed to perfluorooctanoic acid: Role of PPARalpha and T- and B-cell targeting.   JOURNAL OF IMMUNOTOXICOLOGY. Taylor & Francis, Inc., Philadelphia, PA, USA, 13(1): 38-45, (2016).

Tags: immunotoxicity, perfluorooctanoic-acid, peroxisome-proliferator-activated-receptor-alpha
Organization: U.S. Environmental Protection Agency
Economic and environmental evaluation of coal-and-biomass-to-liquids-and-electricity plants equipped with carbon capture and storage (data for figures and tables)

Data used in the manuscript's tables and figures. Most data represent the modeled optimal capacity of the coal-and-biomass-to-liquid fuels-and-electricity (CBTLE) with integrated carbon capture and sequestration (CCS) over a wide range of scenarios. 

This dataset is associated with the following publication:
Aitken, M., D. Loughlin , R. Dodder , and W. Yelverton. Economic and environmental evaluation of coal-and-biomass-to-liquids-and-electricity plants equipped with carbon capture and storage.   CLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY. Springer-Verlag, New York, NY, USA, 18(2): 573-581, (2015).

Tags: air-quality, climate-change, coal, electricity-generation, emission-projections, energy-systems-modeling, markal, nested-sensitivity-analysis, scenario-analysis
Organization: U.S. Environmental Protection Agency
2000-2010 Annual State-Scale Service and Domain Scores for Forecasting Well-Being from Service-Based Decisions

2000-2010 Annual State-Scale Service and Domain scores used to support the approach for forecasting EPA's Human Well-Being Index. A modeling approach was developed based relationship function equations derived from select economic, social and ecosystem final goods and service scores and calculated human well-being index and related domain scores. These data are being used in a secondary capacity. The foundational data and scoring techniques were originally described in: a) U.S. EPA. 2012. Indicators and Methods for Constructing a U.S. Human Well-being Index (HWBI) for Ecosystem Services Research. Report. EPA/600/R-12/023. pp. 121; and b) U.S. EPA. 2014. Indicators and Methods for Evaluating Economic, Ecosystem and Social Services Provisioning. Report. EPA/600/R-14/184. pp. 174. Mode Smith, L. M., Harwell, L. C., Summers, J. K., Smith, H. M., Wade, C. M., Straub, K. R. and J.L. Case (2014). 

This dataset is associated with the following publication:
Summers , K., L. Harwell , and L. Smith. A Model For Change: An Approach for Forecasting Well-Being From Service-Based Decisions.   ECOLOGICAL INDICATORS. Elsevier Science Ltd, New York, NY, USA, 69: 295-309, (2016).

Tags: affective-forecasting, community-decision-making, domain-scores, forecasting, human-well-being-index, hwbi, relationship-functions, secondary-data, service-scores
Organization: U.S. Environmental Protection Agency
Do Not Call (DNC) Reported Calls Data 2/22/19 - 2/28/19

This data set includes information on Do Not Call and robocall complaints reported to the Federal Trade Commission. The data set contains information reported by consumers, including the telephone number originating the unwanted call, the date the complaint was created, the time the call was made, the consumer’s city and state locations reported, the subject of the call, and whether the call was a robocall. None of the information about the reported calls is verified.

Tags: consumer-complaints, consumer-protection, do-not-call-registry, federal-government, robocalls
Organization: Federal Trade Commission
Simkin et al. 2016 PNAS data on herbaceous species richness and associated plot and covariate information

This dataset includes the geographic location (lat/lon) for 15,136 plots, as well as the herbaceous species richness, climate, soil pH, and other variables related to the plots. 

This dataset is associated with the following publication:
Simkin, S., C. Clark , W. Bowman, E. Allen, J. Belnap, and L. Pardo. Conditional vulnerability of plant diversity to atmospheric nitrogen deposition across the United States.   PNAS  (PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES). National Academy of Sciences, WASHINGTON, DC, USA, 113(15): 4086-4091, (2016).

Tags: biodiversity, climate, critical-loads, nitrogen-deposition, plant-species-richness, soil-ph
Organization: U.S. Environmental Protection Agency
CHARACTERIZING EMISSIONS FROM OPEN BURNING OF MILITARY FOOD WASTE AND PACKAGING FROM FORWARD OPERATING BASES

Data for tables and figures. 

This dataset is associated with the following publication:
Dominguez, T., J. Aurell, B. Gullett, R. Eninger, and D. Yamamoto. Characterizing emissions from open burning of military food
waste and ration packaging compositions.   Journal of Material Cycles and Waste Management. Springer Japan KK, Tokyo,  JAPAN, 20(2): 903-913, (2018).

Tags: emissions, military-waste, mres, open-burning, packaging
Organization: U.S. Environmental Protection Agency
Dataset of NRDA emission data

Emissions data from open air oil burns. 

This dataset is associated with the following publication:
Gullett, B., J. Aurell, A. Holder, B. Mitchell, D. Greenwell, M. Hays, R. Conmy, D. Tabor, W. Preston, I. George, J. Abrahamson, R. Vander Wal, and E. Holder. Characterization of Emissions and Residues from Simulations of the Deepwater Horizon Surface Oil Burns.   MARINE POLLUTION BULLETIN. Elsevier Science Ltd, New York, NY, USA, 117: 392-405, (2017).

Tags: deepwater-horizon, emissions, in-situ-burns, oil-spill
Organization: U.S. Environmental Protection Agency
Total and methyl mercury, moisture, and porosity in Lake Michigan surficial sediment

Total and methyl mercury, moisture content (%), and porosity were measured in Lake Michigan sediment by the U.S. Environmental Protection Agency/Office of Research and Development/National Health and Environmental Effects Research Laboratory/Mid-Continent Ecology Division/Large Lakes Research Station, Grosse Ile, MI. Both core and Ponar grab samples were collected. The samples were collected from 1994 through 1996. These mercury data were used in the LM2-Mercury model. 

This dataset is associated with the following publication:
Zhang, X., K. Rygwelski , M. Rowe, R. Rossmann, and R. Kreis. Global and regional contributions to total mercury concentrations in Lake Michigan water.   JOURNAL OF GREAT LAKES RESEARCH. International Association for Great Lakes Research, Ann Arbor, MI, USA, 42(1): 62-69, (2016).

Tags: lake-michigan, methyl-mercury, percent-moisture, porosity, sediments, total-mercury
Organization: U.S. Environmental Protection Agency
St. Louis River Estuary 2011 - 2013 Faucet snail location data

The dataset consists of GPS coordinates for benthic invertebrate collections made in the St. Louis River Estuary in 2011 through 2013, and information on whether and how many faucet snail individuals were found. 

This dataset is associated with the following publication:
Trebitz , A., G. Shepard, V. Brady, and K. Schmude. The non-native faucet snail (Bithynia tentaculata) makes the leap to Lake Superior.   JOURNAL OF GREAT LAKES RESEARCH. International Association for Great Lakes Research, Ann Arbor, MI, USA, 41(4): 1197-1200, (2015).

Tags: aquatic-invasive-species, bithynia-tentaculata, dna-technology, faucet-snail, great-lakes, sampling-design, st-louis-river-estuary
Organization: U.S. Environmental Protection Agency
Lead mineral types identified in control and treated Garden and City Lot soil using X-ray absorption fine structure spectroscopy

Table listing the location, amendment type, distribution (percentage) of lead phases identified, and fitting error (R-factor). BM=bone meal, FB=fish bone, DAP=diammonium phosphate, MAP=monoammonium phosphate, TSP=triple super phosphate, PL=poultry litter. 

This dataset is associated with the following publication:
Obrycki, J., N. Basta, K. Scheckel , B. Stevens, and K. Minca. Phosphorus Amendment Efficacy for In Situ Remediation of Soil Lead Depends on the Bioaccessible Method.  Elizabeth Guertal, David Myroid, and C. Wayne Smith  JOURNAL OF ENVIRONMENTAL QUALITY. American Society of Agronomy, MADISON, WI, USA, 45(1): 37-44, (2016).

Tags: in-vitro-bioaccessibility, lead-contaminated-soil, lead-speciation, phosphate-amendments
Organization: U.S. Environmental Protection Agency
Linear combination fitting data

The dataset shows the weighted percentage of arsenic speciation for untreated and treated soil samples with amendments designed to immobilize arsenic in soils. 

This dataset is associated with the following publication:
Mele, E., E. Donner, A. Juhasz, G. Brunetti, E. Smith, A. Betts , P. Castaldi, S. Deiana, K. Scheckel , and E. Lombi. In situ fixation of metal(loid)s in contaminated soils: a comparison of conventional, by product and engineered soil amendments.  David L. Sedlak  ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 49: 13501-13509, (2015).

Tags: arsenic, immobilization, lead, soil, soil-amendments, synchrotron-speciation, waste-reuse
Organization: U.S. Environmental Protection Agency