AndreaBozzo/ceres-open-data-index huggingface dataset:
NRCS Field Office Technical Guide (eFOTG)

Technical guides are the primary scientific references for NRCS. They contain technical information about the conservation of soil, water, air, and related plant and animal resources.

Technical guides used in each field office are localized so that they apply specifically to the geographic area for which they are prepared. These documents are referred to as Field Office Technical Guides (FOTGs).

Appropriate parts of the Field Office Technical Guides are automated as databases, computer programs, and other electronic-based materials such as those included in these web based pages.

Tags: air, conservation, natural-resources, nrcs, soils, usda, water
Organization: Department of Agriculture
Ecosystem Dynamics Interpretive Tool (EDIT)

The Ecosystem Dynamics Interpretive Tool was developed to offer natural resource professionals, scientists and others a standard framework for cataloging information about how ecosystems respond to different land uses, management practices, and natural phenomena. EDIT now serves as the primary repository of Ecological Site information produced by the USDA Natural Resources Conservation Service (NRCS). The framework is also being used to support the development of other ecological land classifications in the U.S. and elsewhere.

Tags: ecological-sites, edit, esd, ncss, nrcs, soil-survey, soils, usda
Organization: Department of Agriculture
National Soil Information System (NASIS)

The National Soil Information System (NASIS) data system consists of multiple interrelated soil applications and databases. This data system aids in the collection, storage, manipulation and dissemination of soil information.

Tags: mlra, ncss, nrcs, pedon-data, soil-map, soil-survey, soils, ssurgo, statsgo, statsgo2, usda
Organization: Department of Agriculture
SENTINEL: A Shiny App for Processing and Analysis of Fenceline Sensor Data

Datasets used to generate figures and sample runs in the SENTINEL application in the journal article "SENTINEL: A Shiny App for Processing and Analysis of Fenceline Sensor Data". 

This dataset is associated with the following publication:
MacDonald, M., W. Champion, and E. Thoma. SENTINEL: A Shiny App for Processing and Analysis of Fenceline Sensor Data.   ENVIRONMENTAL MODELLING & SOFTWARE. Elsevier Science, New York, NY,   189: 0, (2025).

Tags: air-monitoring, air-pollution, air-quality, data-set-analysis, sensor, shiny-app
Organization: U.S. Environmental Protection Agency
National and Sub-national US Climate Assessment Metadata V1 (through October 2023)

This spreadsheet contains data about climate assessments published in the United States, including the Fifth National Climate Assessment and sub-national reports published by states, territories, and the District of Columbia. It includes the results of a search for the most recent version of assessment reports published (up until Nov. 2023), content categories applied to assessment chapters, and whether chapters contain theory methods or data from the social sciences, author expertise, and a typology of producing organizations. 

This dataset is associated with the following publication:
Maxwell, K., M. Shacklette, E. Eisenhauer, A. Scheetz, E. Marino, and A. Zycherman. The social sciences in climate assessments in the United States.   CLIMATIC CHANGE. Springer, New York, NY, USA, 178(91): 1-20, (2025).

Tags: climate-assessment, climate-change, social-sciences
Organization: U.S. Environmental Protection Agency
Repurposing Stormwater Models to Inform Radiological Protective Actions Dataset

Data associated with this publication includes stormwater model .inp and report files as well as GIS files for visualizing the results. The files are not allowed to be released due to a non-disclosure agreement with the stormwater utility. This dataset is not publicly accessible because: EPA cannot release CBI, or data protected by copyright, patent, or otherwise subject to trade secret restrictions. Request for access to CBI data may be directed to the dataset owner by an authorized person by contacting the party listed. It can be accessed through the following means: Please contact Anne Mikelonis at mikelonis.anne@epa.gov to determine the best path to gaining access to data. Format: This dataset includes pipe information protected by a non-disclosure agreement with the stormwater utility that is protected by a non-disclosure agreement outside of EPA. 

This dataset is associated with the following publication:
Mikelonis, A., J. Shireman, C. Buahin, and K. Ratliff. Repurposing Stormwater Models to Inform Radiological Protective Actions: A Case Study Comparing Radiological Dispersal Device Events Across Two Combined Sewer Systems.   JOURNAL OF HAZARDOUS MATERIALS. Elsevier Science Ltd, New York, NY, USA, 492(138107): 1-11, (2025).

Tags: homeland-security, protective-action-guidelines, radiological-dispersal-device, stormwater, swmm
Organization: U.S. Environmental Protection Agency
Long-term exposure to ambient O3 and PM2.5 is associated with reduced cognitive performance in young adults: A retrospective longitudinal repeated measures study in adults aged 18–90 years

The data consists of a series of tables containing individual identifiers; date and time of gameplay; game score; exposure data from publicly available air pollution data (PM2.5 and O3) from the EPA Data Mart; meteorological conditions (temperature and relative humidity) the National Centers for Environmental Information's Global Historical Climatology Network (NOAA); and 2010 US Census tract population data. This dataset is not publicly accessible because: EPA cannot release personally identifiable information regarding living individuals, according to the Privacy Act and the Freedom of Information Act (FOIA). This dataset contains information about human research subjects. Because there is potential to identify individual participants and disclose personal information, either alone or in combination with other datasets, individual level data are not appropriate to post for public access. Restricted access may be granted to authorized persons by contacting the party listed. It can be accessed through the following means: Please reach out to the corresponding author. Format: The data consists of a series of tables containing individual identifiers; date and time of gameplay; game score; exposure data from publicly available air pollution data (PM2.5 and O3) from the EPA Data Mart; meteorological conditions (temperature and relative humidity) the National Centers for Environmental Information's Global Historical Climatology Network (NOAA); and 2010 US Census tract population data. 

This dataset is associated with the following publication:
Wyatt, L., S. Cleland, L. Wei, P. Naman, A. Patil, C. Ward-Caviness, S. Henderson, and A. Rappold. Long-term exposure to ambient O3 and PM2.5 is associated with reduced cognitive performance in young adults: A retrospective longitudinal repeated measures study in adults aged 18–90 years.   ENVIRONMENTAL POLLUTION. Elsevier Science Ltd, New York, NY, USA, 320: 121085, (2023).

Tags: air-pollution, human-health, ozone, particulate-matter-pm
Organization: U.S. Environmental Protection Agency
NOAA ZCTA-level daily NC weather data (2009-2021)

This data contains daily, ZCTA-level records of five meteorological variables: mean temperature, maximum temperature, minimum temperature, relative humidity, and dewpoint. The geographic extent of the data is the state of North Carolina, and the data can be used in spatial analyses if it is joined with 2010-2019 ZCTA boundaries from the U.S. Census. The associated codebook describes each variable including its format, units, and range of values. 

This dataset is associated with manuscript: "Effects of Extreme Humidity and Heat on Ventricular Arrhythmia Risk in Patients With Cardiac Devices" (DOI: 10.1016/j.jacadv.2024.101463). 

This dataset is associated with the following publication:
Keeler, C., S. Cleland, K. Hill, A. Mazzella, W. Cascio, A. Rappold, and L. Rosman. Effects of Extreme Humidity and Heat on Ventricular Arrhythmia Risk in Patients With Cardiac Devices.   JACC: Advances. Elsevier B.V., Amsterdam,  NETHERLANDS, 4(1): 101463, (2025).

Tags: heat, humidity, weather, zcta
Organization: U.S. Environmental Protection Agency
Data and Code Availability for "Characterizing the Extracellular Vesicle Proteomic Landscape of the Human Airway using In vitro Organotypic Multi-Cellular Models"

Data and code availability
•The full proteomics mass spectrometry data were uploaded into the PRoteomics IDEntifications Database (PRIDE) and are publicly available as of the date of publication. (65) EV isolation methods and study logistics have been uploaded to the EV-Track knowledgebase (EV-TRACK ID: EV230971). (66) Cell viability, cell permeability, NTA, and proteomics data were also uploaded to the UNC Center for Environmental Medicine, Asthma and Lung Biology (UNC-CEMALB)-Dataverse. (67) The PRIDE project accession number, EV-TRACK ID, and accession link to UNC-CEMALB-Dataverse are listed in the key resources table.
•Script used to analyze NTA and proteomics data were organized via the UNC-CEMALB Github website and is publicly available as of the date of publication. (68)
•Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request. 

This dataset is associated with the following publication:
Vitucci, E., C. Carberry, A. Payton, L. Herring, A. Mordant, S. McCullough, and J. Rager. Characterizing the Extracellular Vesicle Proteomic Landscape of the Human Airway using In vitro Organotypic Multi-Cellular Models.   iScience. Elsevier B.V., Amsterdam,  NETHERLANDS, 26(11): 108162, (2023).

Tags: alveolar, extracellular-vesicles, in-vitro, inhalation, nams, respiratory
Organization: U.S. Environmental Protection Agency
Chitosan Porites lobata growth and water quality data

This dataset includes data for tissue surface area, calcification, and water quality (turbidity and PAR) for an experiment that exposed the stony coral, Porites lobata, to the flocculant, chitosan. 

This dataset is associated with the following publications:
Hankins, C., K. McDaniel, A. Glahn, D. Lasseigne, and J. Slay. Chitosan has the potential to improve water quality without negative effects on the stony coral, Porites lobata. Presented at SETAC North America 45th Annual Meeting, Fort Worth, TX, USA, 10/20/2024 - 10/24/2024.
Hankins, C., K. McDaniel, A. Glahn, D. Lasseigne, and J. Slay. Chitosan has the potential to improve water quality without negative effects on the coral, Porites lobata.   JOURNAL OF ENVIRONMENTAL MANAGEMENT. Elsevier Science Ltd, New York, NY, USA, 380: 124964, (2025).
Hankins, C. Chitosan Has Potential to Improve Water Quality in West Maui without Negative Effects on the Coral, Porites lobata. Presented at Presentation to Maui Community, Maalaea, HI, USA, 03/18/2024 - 03/22/2024.

Tags: chitosan, coral, coral-reefs, marine-pollution, sediment-basins, sedimentation, sediments, water-quality, watershed
Organization: U.S. Environmental Protection Agency
Amendment effectiveness and seasonal variations in a lead contaminated acidic wetland

This is the data used in the publication "Amendment effectiveness and seasonal variations in a lead contaminated acidic wetland" in Applied Geochemistry (https://doi.org/10.1016/j.apgeochem.2025.106396). 

This dataset is associated with the following publication:
Noerpel, M.R., A.M. Wade, A.R. Betts, J. Goetz, R. Ford, A. Krause, M. Zeolla, D. Cutt, S.M. Wilson, and T.P. Luxton. Amendment effectiveness and seasonal variations in a lead contaminated acidic wetland.   APPLIED GEOCHEMISTRY. Elsevier Science Ltd, New York, NY, USA, 185: 106396, (2025).

Tags: lead, remediation, soil-amendments, superfund
Organization: U.S. Environmental Protection Agency
Burn pit smoke condensate-mediated toxicity in human nasal epithelial cells

This dataset provides information about how short-term inhalation of burn pit smoke particles, specifically plastic smoke particles, causes significant toxicity in human nasal epithelial cells and how toxicity caused by inhaled emissions from plastic incinerations could contribute to the development of sinonasal disease associated with burn pits and other environmental particulate matter exposures. 

This dataset is associated with the following publication:
Rogers, K., E. WaMaina, A. Barber, S. Masood, C. Love, Y.H. Kim, M. Gilmour, and i. Jaspers. Emissions from plastic incineration induce inflammation, oxidative stress, and impaired bioenergetics in primary human respiratory epithelial cells.   TOXICOLOGICAL SCIENCES. Society of Toxicology, RESTON, VA,  199(2): 301-315, (2024).

Tags: burn-pit, combustion-smoke, human-nasal-epithelial-cells, particulate-matter-pm, wildland-fire
Organization: U.S. Environmental Protection Agency
EnviroAtlas - Ecosystem Services Market-Based Programs Web Service, U.S., 2016, Forest Trends' Ecosystem Marketplace

This EnviroAtlas web service contains layers depicting market-based programs and projects addressing ecosystem services protection in the United States. Layers include data collected via surveys and desk research conducted by Forest Trends' Ecosystem Marketplace from 2008 to 2016 on biodiversity (i.e., imperiled species/habitats; wetlands and streams), carbon, and water markets and enabling conditions that facilitate, directly or indirectly, market-based approaches to protecting and investing in those ecosystem services. This dataset was produced by Forest Trends' Ecosystem Marketplace for EnviroAtlas in order to support public access to and use of information related to environmental markets. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: agriculture, alabama, alaska, american samoa, arizona, arkansas, biodiversity, california, canada, chesapeake bay, chesapeake bay watershed, climate, colorado, connecticut, conservation, delaware, economy, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, florida, georgia, habitat, hawaii, idaho, illinois, indiana, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, mexico, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, puerto rico, regulatory, rhode island, south carolina, south dakota, tennessee, texas, united states, utah, vermont, virginia, washington, washington dc, waste, water, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
EnviroAtlas - Ecosystem Service Market and Project Enabling Conditions, U.S., 2016, Forest Trends' Ecosystem Marketplace

This EnviroAtlas dataset contains polygons depicting conditions enabling market-based programs, referred to herein as markets, and projects addressing ecosystem services protection in the United States. Polygons represent the area in which a particular condition, policy, or regulation is implemented with the result of direct or indirect facilitation of a market-based approach to investing in and protecting biodiversity (i.e., imperiled species/habitats; wetlands and streams), carbon, and/or water ecosystem services. The data were collected via desk research conducted by Forest Trends' Ecosystem Marketplace during 2015-2016. Attribute data include the ecosystem service(s) of interest, year established, design mechanisms(s) employed, and the regulatory authority associated with a particular condition. This dataset was produced by Forest Trends' Ecosystem Marketplace for Enviroatlas in order to support public access to and use of information related to environmental markets. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: alabama, alaska, american samoa, arizona, arkansas, biodiversity, california, canada, chesapeake bay, chesapeake bay watershed, climate, colorado, connecticut, delaware, economy, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, florida, georgia, hawaii, idaho, illinois, indiana, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, mexico, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, puerto rico, regulatory, rhode island, south carolina, south dakota, tennessee, texas, united states, utah, vermont, virginia, washington, washington dc, water, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
EnviroAtlas - Number of Water Markets per HUC8 Watershed, U.S., 2015, Forest Trends' Ecosystem Marketplace

This EnviroAtlas dataset contains polygons depicting the number of watershed-level market-based programs, referred to herein as markets, in operation per 8-digit HUC watershed throughout the United States. The data were collected via surveys and desk research conducted by Forest Trends' Ecosystem Marketplace during 2014 regarding markets operating to protect watershed ecosystem services. Utilizing these data, the number of water market coverage areas overlaying each HUC8 watershed were calculated to produce this dataset. Only water markets identified as operating at the watershed level (i.e., single or multiple watersheds define the market boundaries) were included in the count of water markets per HUC8 watershed. Excluded were water markets operating at the national, state, county, or federal lands level and all water projects. Attribute data include the watershed's 8-digit hydrologic unit code and name, in addition to the watershed-level water market count associated with the watershed. This dataset was produced by Forest Trends' Ecosystem Marketplace to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: alabama, alaska, american samoa, arizona, arkansas, california, canada, chesapeake bay, chesapeake bay watershed, colorado, connecticut, delaware, economy, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, florida, georgia, hawaii, idaho, illinois, indiana, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, mexico, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, puerto rico, rhode island, south carolina, south dakota, tennessee, texas, united states, utah, vermont, virginia, washington, washington dc, water, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
Unpaved Roads of Loudoun County

<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This application uses surface type data to illustrate the extensive network of unpaved roads in Loudoun County, Virginia.</span>

Tags: centerline, dirt, gravel, loudoun, loudoun-county, open-data, paved, roads, transportation, unpaved, va
Organization: Loudoun County, Virginia
Loudoun Subdivisions

<div><a href='https://logis.loudoun.gov/Loudoun/metadata/subdiv.htm' target='_blank'>More Metadata</a><br /></div><div>Subdivisions are larger, whole tracts of land that are legally separated or broken down into smaller parcels through a recorded instrument at the County Court House. The subdivision layer is derived from the subdivision title as shown on recorded plats.</div><div><br /></div><div>The subdivision layer was created to allow subdivisions to be queried and categorized both for the general public and for various departments within Loudoun County government. It serves as tool to monitor the Loudoun County Subdivision Ordinance. The ordinance states a subdivision as being a &quot;division of any parcel into two or more parcels, each separately transferable from the other, and shall include condominium development.&quot;<br /></div><div><br /></div><div>These data were generated for use by Loudoun County and are available to the public. These data are intended for use at 1:2400 scale or smaller. Acknowledgement of Loudoun County would be appreciated in products derived from this data.<br /></div>

Tags: clipandship, clipandshiplr, land-records, loudoun, open-data, subdivision
Organization: Loudoun County, Virginia
Calls for Service (2012-2015)

<p><span style='font-weight:600;'>Note:</span> This dataset was deprecated effective April 30, 2025. Please refer to the <a href='https://arcg.is/1LjPWn0' style='text-decoration:inherit;' rel='nofollow ugc'><span style='border-bottom:0.05em solid rgba(55, 53, 47, 0.4); border-top-color:rgba(55, 53, 47, 0.4); border-right-color:rgba(55, 53, 47, 0.4); border-left-color:rgba(55, 53, 47, 0.4);'>Calls for Service (Consolidated)</span></a> dataset for current data and access to historical records, including prior reporting years.<br /><br />The Calls for Service dataset includes police service requests for which patrol officers, traffic officers, bike officers and, on occasion, detectives will be dispatched to public safety response. It also includes self-initiated calls for service where an officer witnesses a violation or suspicious activity for which they would respond.</p><p><a href='mailto:data@tempe.gov' target='_blank' rel='nofollow ugc noopener noreferrer'>Contact E-mail</a><br /></p><p>Contact Phone: N/A</p><p>Link: N/A</p><p>Data Source: Versaterm Informix RMS</p><p>Data Source Type: Informix and/or SQL Server</p><p>Preparation Method: Preparation Method: Automated View pulled from CADWSQL (SQL Server) and duplicated on the GIS Server</p><p>Publish Frequency: Weekly</p><p>Publish Method: Automatic</p><p><a href='https://gis.tempe.gov/cfs-dictionary' rel='nofollow ugc'>Data Dictionary</a></p>

Tags: archived-data, calls-for-service, open-data, police-department-data, public-safety
Organization: City of Tempe