AndreaBozzo/ceres-open-data-index huggingface dataset:
Figures for EPA White Paper EPA-454/R-21-008: Overview of Progress and Findings from the Cross-EPA Coordination Effort for Understanding and Evaluating NOx Emissions Discrepancies

This white paper describes the EPA exploration of a reported discrepancy between estimates of NOX and reactive nitrogen (NOY) concentrations from the Community Multiscale Air Quality (CMAQ) model and ambient measurements.  The paper summarizes analysis that has been published in Toro et al. (2021) and Appel et al. (2017).  The data used in those publications is publicly available from Zenodo and data.gov (links below). 

Figures 1-2:  Appel, et. al, 2017, STICS ORD-018177
Appel, K.W., Napelenok, S.L, Foley, K.M., Pye, H.O.T., Hogrefe, C., Luecken, D.J., Bash, J.O., Roselle, S.J., Pleim, J.E., Foroutan, H., Hutzell, W.T., Pouliot, G.A., Sarwar, G., Fahey, K.M., Gantt, B., Gilliam, R.C., Heath, N.K., Kang, D., Mathur, R., Schwede, D.B., Spero, T.L., Wong, D.C., Young, J.O. (2017) Description and evaluation of the Community Multiscale Air Quality (CMAQ) modeling system version 5.1. Geoscientific Model Development, 10, 1703-1732. https://doi.org/10.5194/gmd-10-1703-2017
DATA:  https://catalog.data.gov/dataset/site-compare-scripts-and-output

Figures 4-10: Toro et. al, 2021, STICS  ORD-039261
Toro, C., Foley, K., Simon, H., Henderson, B., Baker, K.R., Eyth, A., Timin, B., Appel, K.W., Luecken, D., Beardsley, M., Sonntag, D., Possiel, N., Roberts, S. (2021) Evaluation of 15 years of modeled NOX across the contiguous United States. Elementa: Science of the Anthropocene, 9(1). DOI: https://doi.org/10.1525/elementa.2020.20.00158.
DATA:  https://zenodo.org/record/4633517#.YZ0mkNDMJPY

Figure 11 - US EPA 2021 MOVES Technical Report
U.S. EPA (2021c). Overview of EPA’s MOtor Vehicle Emission Simulator (MOVES3).  EPA-420-R-21-004. Office of Transportation and Air Quality, Ann Arbor, MI,  March 2021, https://www.epa.gov/moves/moves-technical-reports. 

This dataset is associated with the following publication:
Simon, H., P. Dolwick, A. Eyth, B. Henderson, S. Koplitz, R. Owen, S. Phillips, N. Possiel, V. Rao, B. Timin, J. Vukovich, C. Bailey, M. Beardsley, J. Choi, J. Han, H. Michaels, S. Roberts, D. Sonntag, J. Warila, M. Zawacki, K. Appel, J. Bash, K. Foley, G. Pouliot, H. Pye, L. Valin, S. Ballare, C. Toro, and S. Kimbrough. EPA-454/R-21-008: Overview of Progress and Findings from the Cross-EPA Coordination Effort for Understanding and Evaluating NOx Emissions Discrepancies. U.S. Environmental Protection Agency, Washington, DC, USA, 2021.

Tags: cmaq, emissions-inventory, mobile-emissions, model-evaluation, moves, nitrogen-oxides
Organization: U.S. Environmental Protection Agency
Dataset_1: data in figures. Dataset_2: SI_Tables.

Dataset for the publication "Expanded High-Throughput Screening and Chemotype-Enrichment Analysis of the Phase II:e1k ToxCast Library for Human Sodium-Iodide Symporter (NIS) Inhibition".

https://doi.org/10.1007/s00204-021-03006-2

Dataset1 contains data for figures.
Dataset2 contains all supplemental tables data. 

This dataset is associated with the following publication:
Wang, J., A. Richard, A. Murr, A. Buckalew, R. Lougee, M.A. Shobair, D. Hallinger, S. Laws, and T. Stoker. Expanded High-Throughput Screening and Chemotype-Enrichment Analysis of the Phase II:e1k ToxCast Library for Human Sodium-Iodide Symporter (NIS) Inhibition.   Archives of Toxicology. Springer, New York, NY, USA, 95(5): 1723-1737, (2021).

Tags: chemotype, endocrine-disruptor, high-throughput-in-vitro-screening-assay, sodium-iodide-symporter, thyroid, toxprint
Organization: U.S. Environmental Protection Agency
16S and ITS amplicon sequencing of reconstructed wetland soil metagenomes

Experiments tested if changes in soil microbiomes within reconstructed freshwater wetlands were associated with exposure to elevated Cu concentrations originating from immersed Micronized Copper Azole (MCA) treated wood stakes. Soil samples were collected for amplicon sequencing to quantify responses in microbial communities at 15 timepoints, spanning 2 simulated seasonal dry downs, for up to 678 days. 

This dataset is associated with the following publication:
Reichman, J., M. Johnson, P. Rygiewicz, B. Smith, M. Bollman, M. Storm, G. King, and C. Andersen. Focused Microbiome Shifts in Reconstructed Wetlands Correlated with Elevated Copper Concentrations Orginating from Micronized Copper Azole- Treated Wood.   ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY. Society of Environmental Toxicology and Chemistry, Pensacola, FL, USA, 40(12): 3351-3368, (2021).

Tags: 16s-rrna-amplicon-sequencing, engineered-nanomaterials, its-rrna-amplicon-sequencing, microbial-communities, microbiome, micronized-copper-azole, wetlands
Organization: U.S. Environmental Protection Agency
Simulation results and model files

Two model input files and all the simulation results in the paper. 

This dataset is associated with the following publication:
Shang, F., H. Woo, J. Burkhardt, and R. Murray. Lagrangian Method to Model Advection-Dispersion-Reaction Transport in Drinking Water Pipe Networks.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT. American Society of Civil Engineers  (ASCE), Reston, VA, USA, 147(9): 04021057, (2021).

Tags: advection-dispersion, epanet, lagrangain
Organization: U.S. Environmental Protection Agency
Supporting Clean-Up of Contaminated Sites with Decision Analysis: A Case Study on Prioritization of Remediation Alternatives in Superfund

The summary from the detailed analysis of the case study in EPA (1988b) is provided in Table 3 of the manuscript, and was used as the data source for the two datasets used in this study. These include a flat and hierarchical structure of the five balancing criteria, shown in Table 4 and Table 5, respectively. Table 4 provides a comprehensive score for each balancing criterion, similar to the summary tables presented in the FS of Superfund sites (e.g., (EPA 2016b, AECOM 2019)). Table 5 uses the same information in Table 3, but in this case, each piece of information is used to define multiple sub-criteria for each balancing criterion, except the cost one. This leads to a much more elaborate information table with the four remaining balancing criteria, now characterized by 13 sub-criteria. 

It is important to note that the scoring provided in Table 4 and Table 5, with the exception of the cost (c_5), were derived from the author’s interpretation of the descriptive language of the detailed analysis in for the hypothetical case study in presented in Table A-7 in Appendix A of the guidance document of EPA (1988b). It should be noted that the analysis of the three remedy alternatives presented in this hypothetical case study is governed by site-specific characteristics and may not represent potential performance of these remediation alternatives for other sites .  The intent of this exercise is to illustrate the flexibility and adaptability of the MCDA process to address both the main, overarching criteria, as well as sub-criteria that may have specific importance in the decision process for a particular site.  Ultimately, the sub-criteria can be adapted to address specific stakeholder perspectives or technical factors that may be linked to properties unique to the contaminant or physical characteristics of the site. 

This dataset is associated with the following publication:
Cinelli, M., M.A. Gonzalez, R. Ford, J. McKernan, S. Corrente, M. Kadziński, and R. Słowiński. Supporting contaminated sites management with Multiple Criteria Decision Analysis: Demonstration of a regulation-consistent approach.   JOURNAL OF CLEANER PRODUCTION. Elsevier Science Ltd, New York, NY, USA, 316: 128347, (2021).

Tags: decision-analysis, emerging-technology, environmental-remediation, multi-criteria-decision-analysis, remediation-technology
Organization: U.S. Environmental Protection Agency
Chemical Speciation Network and IMPROVE Reduced Nitrogen Method Evaluation

Dataset includes reduced nitrogen (NHx) concentrations that were collected at Duke Forest, NC and Gainesville, FL using a CSN MetOne SuperSASS and IMPROVE PM sampler from May - October 2017. Using an acid impregnated filter in the CSN and IMPROVE samplers, NHx concentrations were compared to URG annular denuder measurements. Results are summarized in a report: Improving characterization of reduced nitrogen at IMPROVE and CSN monitoring sites (https://www.epa.gov/system/files/documents/2021-11/nhx_summary-report_final.pdf). Citation information for this dataset can be found in the EDG's Metadata Reference Information section and Data.gov's References section.

Tags: ambient-ammonia, castnet, chemical-speciation-network, improve, reduced-nitrogen
Organization: U.S. Environmental Protection Agency
Budget Formulation System

The Budget Formulation System (BFS) enables agency staff to formulate budgets, integrate budgets with strategic and annual performance plans, track financial actuals against established budgets, model future payroll needs, allocate costs, and more. BFS is a cloud based, internet application which allows agency staff to access it from virtually anywhere. The system is built in a flexible architecture which allows it to be easily customized to accommodate any budget structure and to respond quickly to constantly changing OMB and Hill requirements.

Tags: budget, budget-execution, budget-formulation, environment, management, performance, united-states, washington-dc
Organization: U.S. Environmental Protection Agency
H12219: NOS Hydrographic Survey , OCNMS, WA, 2010-06-22

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, olympic coast national marine sanctuary, passive remote sensing, point of arches, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12220: NOS Hydrographic Survey , OCNMS, WA, 2010-06-29

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, northwest offshore portion of cape flattery, ocean, oceans, olympic coast national marine sancuary, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12222: NOS Hydrographic Survey , OCNMS, WA, 2010-06-22

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, central offshore portion of cape flattery, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, olympic coast national marine sanctuary, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Simulating Flood-Induced Soil and Sediment Transport with a Coupled HEC-RAS 2D and WASP Model

These datasets contain results of sediment and contaminant transport (arsenic) simulation for 100-year flood in Woodbridge watershed, NJ. The flood discharge is simulated by HEC-HMS model using 24-hours storm and runoff curve number method. HEC-RAS 2D is used to simulate flood with 48-hours duration. The External Coupler program links HEC-RAS 2D and WASP in an offline and one-way direction. The Coupler is developed in python. The source code, executable file, and users’ manual for the program are available in the External Coupler folder. Using hydrodynamic file generated by the External Coupler, WASP simulated sediment and contaminant transport in flood. 

This dataset is associated with the following publication:
Shabani, A., S. Woznicki, M. Mehaffey, J. Butcher, T. Wool, and P. Whung. A coupled hydrodynamic (HEC-RAS 2D) and water quality model (WASP) for simulating flood-induced soil, sediment, and contaminant transport.   Journal of Flood Risk Management. John Wiley & Sons, Inc., Hoboken, NJ, USA, 14(4): e12747, (2021).

Tags: flood, hydrodynamic-linkage, sediment-and-contaminant-transport, water-quality
Organization: U.S. Environmental Protection Agency
NCUA Freedom of Information Act Annual Report

The Annual Freedom of Information Act (FOIA) reports cover annual periods, except as indicated in Part XII of the report, as required by 5 U.S.C. 552.

Tags: credit-union, credit-union-data, data-on-credit-unions, foia-annual-report, foia-data, freedom-of-information-act, ncua
Organization: National Credit Union Administration NCUA
NCUA Financial Performance Reports for Natural Person Credit Unions

Financial Performance Reports provide a financial summary for a credit union, including assets, liabilities and capital, and income and expense. Users may request an FPR shortly after the credit union’s Call Report data has been submitted and validated by the regulator. The NCUA relies on credit unions to submit accurate information. The agency does not guarantee FPR data accuracy, and is not responsible for the conclusions users may draw.

Tags: 5300-call-report, call-report-data, credit-union-data, credit-unions, data-on-credit-unions, financial-performance-reports, ncua
Organization: National Credit Union Administration NCUA
NCUA Community Development Revolving Loan Fund Grant and Loan Program

The Community Development Revolving Loan Fund grant and loan program provides funds to low-income credit unions so that they may extend services to their members and improve credit union operations. Loan and Grant awardee data is available to users by year.

Tags: cdlf, community-development-revolving-loan-fund, credit-union, credit-union-data, data-on-credit-unions, grants, loans, ncua
Organization: National Credit Union Administration NCUA
NCUA Community Chartering Activity

Community charter activity including community conversions, expansions, and new community charters approved under IRPS 99-1, as amended by IRPS 00-1 and IRPS 01-1 or, after May 15, 2003, under IRPS 03-1.

Tags: chartering, community-charters, community-conversions, community-expansions, credit-union, credit-union-data, data-on-credit-unions, ncua
Organization: National Credit Union Administration NCUA
NCUA Aggregated Natural Person Credit Union Financial Performance Reports

This provides aggregated Financial Performance Reports (FPR) organized by Federally Insured Credit Unions, Federally Insured State Credit Unions, and Federal Credit Unions. Financial Performance Reports provide a financial summary for a credit union, including assets, liabilities and capital, and income and expense. Users may request an FPR shortly after the credit union’s Call Report data has been submitted and validated by the regulator. The NCUA relies on credit unions to submit accurate information. The agency does not guarantee FPR data accuracy, and is not responsible for the conclusions users may draw.

Tags: 5300-call-report, aggregate-financial-performance-reports, call-report-data, credit-union-data, credit-unions, data-on-credit-unions, financial-performance-data, financial-performance-reports, fprs
Organization: National Credit Union Administration NCUA
NCUA Public Letters of Understanding and Agreement

Letters of Understanding and Agreement (LUAs) are supervisory tools used by NCUA. An LUA is essentially a contract between NCUA and a credit union and/or its officials, in which the credit union or officials agree to take, or not take, certain specified actions. Normally, LUAs are negotiated when credit unions have not adequately responded to less severe measures, such as Documents of Resolution. NCUA also requires LUAs for newly chartered credit unions and to grant permanent special assistance.

The Federal Credit Union Act requires that the NCUA Board publish and make available to the public “any written agreement or other written statement for which a violation may be enforced by the Board unless the Board, in its discretion, determines that publication would be contrary to public interest.” Violations of the terms of a published LUA constitute grounds for administrative actions. The NCUA Board may therefore take administrative actions against credit unions or officials that fail to comply with the terms of published LUAs.

Tags: administrative-action, credit-union-data, credit-unions, data-on-credit-unions, luas, ncua, pluas, published-letters-of-understanding-and-agreement
Organization: National Credit Union Administration NCUA
NCUA Minority Depository Institution Credit Unions List

The NCUA defines a minority depository institution (MDI) as a federally insured credit union in which a majority of its current members, its board of directors, and the community it services, as designated in its charter, fall within any of the eligible minority groups as described in Section 308 of the Financial Institutions Reform, Recovery and Enforcement Act of 1989: any Black American, Asian American, Hispanic American, or Native American.  Credit unions self-designate as MDIs by answering the minority questions on the CUOnline Profile. The NCUA encourages credit unions to determine whether they qualify for MDI certification. This resource allows users to identify those credit unions that meet the MDI criteria.

Tags: credit-union, credit-union-data, data-on-credit-unions, mdis, minority-depository-institutions, ncua
Organization: National Credit Union Administration NCUA
NCUA Merger Chartering and Field of Membership Report

Summary statistics for the chartering activity and field of membership actions processed by the Office of Credit Union Resources and Expansion’s Division of Consumer Access. This resource also provides specific details regarding notable events such as large expansions, community charter actions, and charter conversions. In addition, the report provides summary and detailed information about mergers approved by NCUA's Regional Offices.

Tags: chartering, credit-union, credit-union-data, data-on-credit-unions, field-of-membership, insurance-activity, merger, ncua
Organization: National Credit Union Administration NCUA
FOIA Request Log - Fleet Management - Historical

FOIA requests received by Fleet Management from May 1, 2010-December 31, 2011. For requests made after January 1, 2012, please see Fleet & Facility Management FOIA Request Log at https://data.cityofchicago.org/FOIA/FOIA-Request-Log-Fleet-Facility-Management/nd4p-ckx9

Tags: historical
Organization: City of Chicago
Parks - Public Art

Public art located in Chicago parks. To download KML, go to https://data.cityofchicago.org/Parks-Recreation/Parks-Public-Art-KML/pmh6-gzg6. To download Shapefiles, go to https://data.cityofchicago.org/Parks-Recreation/Parks-Public-Art-Shapefiles/gfnu-w3q6.

Tags: public-art
Organization: City of Chicago
FOIA Request Log - Community Development - Historical

FOIA requests received by Community Development May 1, 2010-December 31, 2010; For requests made after January 1, 2011, please see Housing & Economic Development FOIA Request Log  at https://data.cityofchicago.org/Government/FOIA-Request-Log-Housing-And-Economic-Development/5ztz-espx

Tags: historical
Organization: City of Chicago
Green Roofs

This dataset and corresponding map provide the location, satellite images and square footage of existing green roofs within the City of Chicago. This information is derived from an analysis of high-spatial resolution (50cm), pan-sharpened, ortho-rectified, 8-band multi-spectral satellite images collected by Digital Globe’s Worldview-2 satellite. The City supplied the consultant with a 2009 City boundary shapefile to determine the required extent of the imagery. Acquisition of three different strips of imagery corresponding to the satellite’s paths was required. These strips of imagery spanned three consecutive months and were collected in August 2010 (90% coverage), September 2010 (5% coverage) and October 2010 (5% coverage). The results of the analysis include overall count of vegetated roofs, their total square footage, and the ratio of required to elective vegetated roofs. A total of 359 vegetated roofs were identified within the City of Chicago. The total square footage of these vegetated roofs was calculated to be approximately 5,469,463 square feet. The ratio of required vegetated roofs to elective vegetative roofs was 297:62 (~5:1). The median size of the vegetated roofs was calculated to be 5,234 square feet.

Tags: sustainability
Organization: City of Chicago
FOIA Request Log - Cultural Affairs - Historical

FOIA requests received by Cultural Affairs from May 1, 2010 -  December 31, 2010;  for requests made after January 1, 2011, see Cultural Affairs & Special Events FOIA Request Log at https://data.cityofchicago.org/FOIA/FOIA-Request-Log-Cultural-Affairs-Special-Events/hv7d-ut55

Tags: historical
Organization: City of Chicago