AndreaBozzo/ceres-open-data-index huggingface dataset:
Fire AerialFireRetardantAvoidanceAreas Terrestrial (Open Data Hub)

<DIV STYLE="text-align:Left;"><DIV><P><SPAN>This data depicts terrestrial aerial fire retardant avoidance areas delivered as part of the 2011 Nationwide Aerial Application of Fire Retardant on National Forest System Land Environmental Impact Statement, the 2023 Supplemental Environmental Impact Statement, and the 2024 Record of Decision. This data shows areas, provided by each National Forest, where the aerial application of fire retardant should be avoided in order to prevent the potential of impacts to Federally listed threatened or endangered species as identified through consultation, or Forest Service sensitive species.This data is to be used in planning and implementation phases of U.S. Forest Service fire activities to help prevent intrusions of aerial fire retardant in known areas of TEPCS (Threatened, Endangered, Proposed, Candidate, Sensitive) species throughout National Forest lands. Provided here is a National merged dataset derived from each National Forest contribution. This data has been merged, dissolved, and erased of attributes contained in each original component dataset. For this purpose, specific attributes are not necessary, as any spatial areas depicted simply show areas where aerial fire retardant use is to be avoided as stated in U.S. Forest Service guidelines.</SPAN></P></DIV></DIV>

Tags: afraa, environment
Organization: Department of Agriculture
Fire AerialFireRetardantAvoidanceAreas Aquatic (Open Data Hub)

This data depicts aquatic aerial fire retardant avoidance areas delivered as part of the 2011 Nationwide Aerial Application of Fire Retardant on National Forest System Land Environmental Impact Statement, the 2023 Supplemental Environmental Impact Statement, and the 2024 Record of Decision.This data shows areas where the aerial application of fire retardant should be avoided in order to prevent the potential of impacts to aquatic features across National Forest lands. The data is based on the high resolution National Hydrographic Dataset (NHD) produced by USGS. Each National Forest has the opportunity annually to modify the default NHD water representation (300ft buffer around all perennial and intermittent water features) to more accurately represent aquatic aerial fire retardant avoidance areas.This data is to be used in planning and implementation phases of U.S. Forest Service fire activities to help prevent intrusions of aerial fire retardant in these aquatic areas throughout National Forest lands. Provided here is a regionally merged dataset. This data has been merged, dissolved, and erased of attributes contained in each original component dataset. For this purpose, specific attributes are not necessary, as any spatial areas depicted simply show areas where aerial fire retardant use is to be avoided as stated in U.S. Forest Service guidelines.

Tags: usfsfsforest-serviceaerial-fire-retardant-avoidance-areasafraahydrographyhydroaquaticfire-and-a
Organization: Department of Agriculture
Deprecated Aerial Fire Retardant Avoidance Areas: Terrestrial (Map Service)

<p><span style="font-family:Roboto;"><strong>Deprecation Notice:</strong>This Aerial Fire Retardant Avoidance Area (AFRAA) product is deprecated and will be retired end of 2025 (Calendar Year).<span> </span>All users should migrate their dependencies to the new REST endpoints:</span></p><ul><li><span style="font-family:&quot;Times New Roman&quot;,serif;"></span><a target="_blank" rel="noopener noreferrer" href="https://apps.fs.usda.gov/arcx/rest/services/EDW/EDW_AerialFireRetardantAvoidanceAreas_Aquatic_01/MapServer"><span style="font-family:Roboto;">https://apps.fs.usda.gov/arcx/rest/services/EDW/EDW_AerialFireRetardantAvoidanceAreas_Aquatic_01/MapServer</span></a></li><li><span style="font-family:Roboto;"></span><a target="_blank" rel="noopener noreferrer" href="https://apps.fs.usda.gov/arcx/rest/services/EDW/EDW_AerialFireRetardantAvoidanceAreas_Terrestrial_01/MapServer"><span style="font-family:Roboto;">https://apps.fs.usda.gov/arcx/rest/services/EDW/EDW_AerialFireRetardantAvoidanceAreas_Terrestrial_01/MapServer</span></a></li></ul><p><span style="font-family:Roboto;">For more details on deprecation and retirement, visit: </span><a target="_blank" rel="noopener noreferrer" href="https://arcg.is/0KrfPb"><span style="font-family:Roboto;">https://arcg.is/0KrfPb</span></a></p><p></p>

Tags: aerial, afraa, fire-and-aviation, open-data, retardant-avoidance, terrestrial
Organization: Department of Agriculture
Climate Shield Bull Trout (0% Brook Trout), 1980 (Feature Layer)

This feature class represents the historical (1970-1999) scenario for bull trout, derived from the Climate Shield fish distribution models. These models provide stream-specific probabilistic predictions about the occurrence of juvenile bull trout and cutthroat trout in association with three different scenarios for climate change and brook trout invasions. These datasets indicate all potential cold-water habitats less than 11 degrees Celsius. The attribute fields BT_0BRK - BT_100BRK indicate the probabilities of bull trout occurrence within a cold-water habitat based on the prevalence of brook trout at 0%, 25%, 50%, 75%, or 100% of the sites within a habitat. The probabilities were predicted using the Climate Shield native trout models developed from known species occurrence in greater than 500 cold-water streams. The stream centerlines were based on the National Hydrography Dataset (NHD) but were modified for purposes of modeling and cross-walking to other datasets.

Tags: biota, bull-trout, climate-change, climate-shield, climatologymeteorologyatmosphere, crowd-sourcing, ectotherm, environment, geostatistics, health, inlandwaters, invasive-species, models, open-data, refugia, salmonid, species-distribution, stream-temperature, usfs
Organization: Department of Agriculture
National Wild and Scenic Rivers: Legal Status (Feature Layer)

The Land Status view of a Wild and Scenic River. Areas designated by Congress as part of the National Wild and Scenic River System, with related details including the date of the designation, status of the final boundary description, authority, and land status case and document information. <a href='https://data.fs.usda.gov/geodata/edw/edw_resources/meta/S_USA.WildScenicRiverStatus.xml' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata</a>

Tags: administrative-boundaries, alp-land-dataset, hydrography, land-status, lands-and-realty, national-forest-system-lands, open-data, us-forest-service, wild-scenic-river-name
Organization: Department of Agriculture
National Forest Lands with Nationally Designated Management or Use Limitations (Feature Layer)

An area depicting National Forest System land parcels that have management or use limits placed on them by legal authority. Examples are: National Recreation Area, National Monument, and National Game Refuge. <a href='https://data.fs.usda.gov/geodata/edw/edw_resources/meta/S_USA.OtherNationalDesignatedArea.xml' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata</a>

Tags: administrative-boundaries, alp-land-dataset, land-status, lands-and-realty, nfs-lands, open-data, other-national-designated-area-name, usda-forest-service
Organization: Department of Agriculture
MVUM Symbology - Motor Vehicle Use Map Trails (Labels)

This feature class depicts Forest Service trails where motorized use is allowed. It contains information on the specific type of motor vehicle and their seasons of use. The feature class is consistent with the appropriate National Forest's Motor Vehicle Use Map (MVUM). Non-motorized trails are not included in this data. Trails in this feature class are legal for some motorized use for at least a portion of the year. Any reference to Open or Dates Open refers strictly to when it is legal to use that motor vehicle on the trail. It is not meant to describe when the conditions would be appropriate for that use. As an example, a trail may be designated open to motorcycles all year long but there may be periods of time when snow depth prevents the use of motorcycles on that trail. It is compiled from the GIS Data Dictionary data and tabular data that the administrative units have prepared for the creation of their MVUMs. This data is published and refreshed on a unit by unit basis as needed. Individual unit's data must be verified and proved consistent with the published MVUMs prior to publication in the Enterprise Data Warehouse (EDW).

Tags: open-data
Organization: Department of Agriculture
Monitoring Trends in Burn Severity Burned Area Boundaries (Feature Layer)

<div style="text-align:Left;"><p>The Monitoring Trends in Burn Severity (MTBS) Program assesses the frequency, extent, and magnitude (size and severity) of all large wildland fires (including wildfires and prescribed fires) in the conterminous United States (CONUS), Alaska, Hawaii, and Puerto Rico from the beginning of the Landsat Thematic Mapper archive to the present. All fires reported as greater than 1,000 acres in the western U.S. and greater than 500 acres in the eastern U.S. are mapped across all ownerships. MTBS produces a series of geospatial and tabular data for analysis at a range of spatial, temporal, and thematic scales and are intended to meet a variety of information needs that require consistent data about fire effects through space and time. This map layer is a vector polygon shapefile of the location of all currently inventoried fires occurring between calendar year 1984 and the current MTBS release for CONUS, Alaska, Hawaii and Puerto Rico. Please visit https://mtbs.gov/announcements to determine the current release. Fires omitted from this mapped inventory are those where suitable satellite imagery was not available or fires were not discernable from available imagery.</p><p></p></div>

Tags: ak, alaska, burn-severity, burned-area, continental-u-s, conus, differenced-normalized-burn-ratio, fire-location, fire-occurrence, hawaii, hi, imagerybasemapsearthcover, landsat, location, mtbs, normalized-burn-ratio, pr, prescribed-fire, puerto-rico, sentinel, united-states, us, wildfire, wildland-fire
Organization: Department of Agriculture
Geopolitical Units adjusted within Administrative Forest Boundaries: Civil Division (Feature Layer)

<div style="text-align:Left;"><div><div><p>This feature class includes States, Counties or Boroughs, Congressional Districts, Alaska Recording Districts, County Subdivisions, and Places boundaries that are derived from the latest official Census Bureau and Alaska Department of Natural Resources datasets. Features within Forest Service Administrative Forest boundaries may have been modified by the Forest Service for improved accuracy and spatial coincidence(vertical integration).</p></div></div></div>

Tags: alp-geopolitical-dataset, boundaries, land-status, usda-forest-service
Organization: Department of Agriculture
Geopolitical Units adjusted within Administrative Forest Boundaries: County FS revised 2020 Census (Feature Layer)

<div style="text-align:Left;"><div><div><p>This feature class includes States, Counties or Boroughs, Congressional Districts, Alaska Recording Districts, County Subdivisions, and Places boundaries that are derived from the latest official Census Bureau and Alaska Department of Natural Resources datasets. Features within Forest Service Administrative Forest boundaries may have been modified by the Forest Service for improved accuracy and spatial coincidence(vertical integration).</p></div></div></div>

Tags: alp-geopolitical-dataset, boundaries, land-status, usda-forest-service
Organization: Department of Agriculture
Geopolitical Units adjusted within Administrative Forest Boundaries: State FS revised 2020 Census (Feature Layer)

<div style="text-align:Left;"><div><div><p>This feature class includes States, Counties or Boroughs, Congressional Districts, Alaska Recording Districts, County Subdivisions, and Places boundaries that are derived from the latest official Census Bureau and Alaska Department of Natural Resources datasets. Features within Forest Service Administrative Forest boundaries may have been modified by the Forest Service for improved accuracy and spatial coincidence(vertical integration).</p></div></div></div>

Tags: alp-geopolitical-dataset, boundaries, land-status, usda-forest-service
Organization: Department of Agriculture
Benefit Redemption Patterns in SNAP: Fiscal Year 2017

This report examines patterns of SNAP benefit redemption in Fiscal Year 2017, particularly related to the timing and amount of transactions and the rate at which households​ exhaust their benefits. Patterns in Fiscal Year 2017 are compared with findings from two similar studies conducted for Fiscal Years 2003 and 2009.  This study also examines spending behaviors identified as atypical – months in which a benefit is received but the household does not make a transaction, an ending monthly balance greater than $200, and out-of-state transactions that occur beyond the state’s border counties.​

Tags: 2017, benefits, redemption, snap-benefit, transactions
Organization: Department of Agriculture
Recreation Opportunities (Feature Layer)

This dataset contains the recreation opportunity information that the Forest Service collects through the Recreation Portal and shares with the public on https://www.recreation.gov, the Forest Service World Wide Web pages (https://www.fs.usda.gov/) and the Interactive Visitor Map. This recreation data contains detailed descriptions of recreational sites, areas, activities &amp; facilities. This published dataset consists of one point feature class for recreational areas, one spatial view and three related tables such as activities, facilities &amp; rec area advisories. The purpose of each related table is described below RECAREAACTIVITIES: This related table contains information about the activities that are associated with the rec area.RECAREAFACILITIES: This related table contains information about the amenities that are associated with the rec area. RECAREAADVISORIES: This table contains events, news, alerts and warnings that are associated with the rec area.RECAREAACTIVITIES_V: This spatial view/feature class is generated by joining the RECAREAACTIVITIES table to the RECREATION OPPORTUNITIES Feature Class. Please note that the RECAREAID is the unique identifier present in point feature class and in the related tables as well. The RECAREAID is used as foreign key to access relate records.This published data is updated nightly from an XML feed maintained by the CIO Rec Portal team. This data is intended for public use and distribution. <a href='https://data.fs.usda.gov/geodata/edw/edw_resources/meta/S_USA.RECREATIONOPPORTUNITIES.xml' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata</a>

Tags: areas, open-data, opportunities, rec, rec-sites, recreation, ridb, usfs
Organization: Department of Agriculture
Department of Agriculture Inventory of Artificial Intelligence Use Cases

This dataset is an inventory of the uses of artificial intelligence (AI) at USDA.  The inventory was developed and published as required by [OMB M-24-10](https://www.whitehouse.gov/wp-content/uploads/2024/03/M-24-10-Advancing-Governance-Innovation-and-Risk-Management-for-Agency-Use-of-Artificial-Intelligence.pdf), "Advancing Governance, Innovation, and Risk Management for Agency Use of
Artificial Intelligence".  The inventory attributes were collected in accordance with a data standard established by OMB.

Tags: artificial-intelligence, inventory, m-24-10, machine-learning, usda
Organization: Department of Agriculture
Pesticide Data Program 2014

The USDA Pesticide Data Program (PDP) database provides national data on pesticide residues in food and water, with an emphasis on foods consumed by infants and children. PDP data are used primarily by EPA to prepare realistic pesticide dietary exposures for pesticide registration activities. Data for each calendar-year survey are stored in a separate dataset.

Tags: baby, chemical, child, children, diet, exposure, food, infant, pesticide, residue, water
Organization: Department of Agriculture
Pesticide Data Program 2016

The USDA Pesticide Data Program (PDP) database provides national data on pesticide residues in food and water, with an emphasis on foods consumed by infants and children. PDP data are used primarily by EPA to prepare realistic pesticide dietary exposures for pesticide registration activities. Data for each calendar-year survey are stored in a separate dataset.

Tags: baby, chemical, child, children, diet, exposure, food, infant, pesticide, residue, water
Organization: Department of Agriculture
Pesticide Data Program 2015

The USDA Pesticide Data Program (PDP) database provides national data on pesticide residues in food and water, with an emphasis on foods consumed by infants and children. PDP data are used primarily by EPA to prepare realistic pesticide dietary exposures for pesticide registration activities. Data for each calendar-year survey are stored in a separate dataset.

Tags: baby, chemical, child, children, diet, exposure, food, infant, pesticide, residue, water
Organization: Department of Agriculture
Pesticide Data Program 2017

The USDA Pesticide Data Program (PDP) database provides national data on pesticide residues in food and water, with an emphasis on foods consumed by infants and children. PDP data are used primarily by EPA to prepare realistic pesticide dietary exposures for pesticide registration activities. Data for each calendar-year survey are stored in a separate dataset.

Tags: baby, chemical, child, children, diet, exposure, food, infant, pesticide, residue, water
Organization: Department of Agriculture
Pesticide Data Program 2018

The USDA Pesticide Data Program (PDP) database provides national data on pesticide residues in food and water, with an emphasis on foods consumed by infants and children. PDP data are used primarily by EPA to prepare realistic pesticide dietary exposures for pesticide registration activities. Data for each calendar-year survey are stored in a separate dataset.

Tags: baby, chemical, child, children, diet, exposure, food, infant, pesticide, residue, water
Organization: Department of Agriculture
Pesticide Data Program 2019

The USDA Pesticide Data Program (PDP) database provides national data on pesticide residues in food and water, with an emphasis on foods consumed by infants and children. PDP data are used primarily by EPA to prepare realistic pesticide dietary exposures for pesticide registration activities. Data for each calendar-year survey are stored in a separate dataset.

Tags: baby, chemical, child, children, diet, exposure, food, infant, pesticide, residue, water
Organization: Department of Agriculture
SNAP EBT Third Party Processor (TPP) List and Guidance to Retailers

The list below provides Third Party Processor options for SNAP ‐ authorized retailers who may not know where to obtain EBT equipment and services. All SNAP ‐ authorized retailers, except those exempted below, must pay for their own EBT equipment and services and should arrange for lease or purchase of EBT equipment and services as soon as they can, in order to ensure future participation in SNAP

Tags: ebt, equipment, participation, retailers, snap
Organization: Department of Agriculture
Farm to School Grant Program Overview and How to Apply - Webinar

In this webinar, the Office of Community Food Systems National Office Team provides an overview of the FY2021 Farm to School Grant Program Request for Applications (RFA), including information about eligibility, new Turnkey projects, and more. View this webinar to help become familiar with the requirements of the RFA and how to submit your completed application on grants.gov.

Tags: community-food-systems, farm-to-school, request-for-applications, rfa, school-grant-program
Organization: Department of Agriculture
WIC Participant and Program Characteristics 2018 Food Packages and Costs Report - Full Report

This report supplements FNS administrative data on total food costs by estimating the average monthly food costs for each WIC participant category and food package type. It also estimates total pre- and post-rebate dollars spent on 18 major categories of WIC-eligible foods in FY 2018. This report is an update to the previous WIC Food Package Report for FY 2016 and WIC Food Package Costs Report for FY 2014.

Tags: administrative-data, average-monthly-food-costs, eligible-foods, food-costs, fy-2014, fy-2018, wic
Organization: Department of Agriculture
School Nutrition and Meal Cost Study

This study is the first nationally representative, comprehensive assessment of the school meal programs since the updated nutrition standards for school meals were phased in beginning School Year 2012-2013. The study results are presented in four separate reports summarizing study findings related to (1) foodservice operations, (2) the nutrient content of school meals as offered and served, (3) meal costs and revenues, and (4) student participation, dietary intake and plate waste. A study methodology report that describes the study design, sampling and data collection and a Summary Report that provides a brief overview of the study and key findings from the various reports are also available.

Tags: 2012-2013, dietary-intake, foodservice-operations, meal-costs, meal-programs, meal-revenue, nutrient-content, nutrition-standards, school-meal, student-participation
Organization: Department of Agriculture
Child Nutrition Program Operations Study II (CN-OPS II) SY 2016-17 Report

The Child Nutrition Program Operations Study II (CN-OPS II) is a multiyear study designed to provide the U.S. Department of Agriculture’s (USDA) Food and Nutrition Service (FNS) with information on current state agency (SA) and school food authority (SFA) policies, practices, and needs related to school nutrition service operations, financial management, meal counting, eligibility, nutrition standards, and personnel. Results inform CN program management and policy development.

Tags: child-nutrition, child-nutrition-program, cn-ops-ii, financial-management, meal-counting, nutrition-standards, operations-study, school-nutrition, service-operations, state-agency
Organization: Department of Agriculture
Barriers that Constrain the Adequacy of Supplemental Nutrition Assistance Program (SNAP) Allotments

This study identifies the barriers that SNAP participants face when trying to achieve a healthy diet through a nationally representative survey of SNAP participants.  The study identifies the individual, household, and environmental barriers faced by SNAP participants that prevent them from having access to a healthy diet throughout the month; describes the interaction between these barriers; describes the nature of the barriers and the coping strategies used; and identifies any associations with household food insecurity.

Tags: food-insecurity, healthy-diet, snap, snap-participants
Organization: Department of Agriculture
Direct Certification in the NSL Program State Implementation Report to Congress SY17-18 and SY18-19

This report responds to the requirement of PL 110-246 to assess the effectiveness of state and local efforts to directly certify children for free school meals. Direct certification is a process conducted by the states and by local educational agencies (LEAs) to certify eligible children for free meals without the need for household applications. The 2004 Child Nutrition and WIC Reauthorization Act (PL 108-265) required LEAs to establish systems to directly certify children from households that receive Supplemental Nutrition Assistance Program (SNAP) benefits by school year (SY) 2008-2009. This report presents information on the outcomes of direct certification for SY 2017-2018 and SY 2018-2019.

Tags: certification, child-nutrition-and-wic-reauthorization-act, lea, local-educational-agencies, national-school-lunch-program, pl-110-246, progress-report, school-meals, snap
Organization: Department of Agriculture