AndreaBozzo/ceres-open-data-index huggingface dataset:
National Interagency Fire Occurrence Sixth Edition 1992-2020 (Feature Layer)

<div style='text-align:Left;'><p><span>This data publication contains a spatial database of wildfires that occurred in the United States from 1992 to 2020. It is the fifth update of a publication originally generated to support the national Fire Program Analysis (FPA) system. The wildfire records were acquired from the reporting systems of federal, state, and local fire organizations. The following core data elements were required for records to be included in this data publication: discovery date, final fire size, and a point location at least as precise as a Public Land Survey System (PLSS) section (1-square mile grid). The data were transformed to conform, when possible, to the data standards of the National Wildfire Coordinating Group (NWCG), including an updated wildfire-cause standard (approved August 2020). Basic error-checking was performed and redundant records were identified and removed, to the degree possible. The resulting product, referred to as the Fire Program Analysis fire-occurrence database (FPA FOD), includes 2.3 million geo-referenced wildfire records, representing a total of 180 million acres burned during the 29-year period. Identifiers necessary to link the point-based, final-fire-reporting information to published large-fire-perimeter and operational-situation-reporting datase</span>ts are included. </p><p><a href='https://apps.fs.usda.gov/arcx/rest/services/EDW/EDW_FireOccurrence6thEdition_01/MapServer/29/metadata' target='_blank' rel='nofollow ugc noopener noreferrer'>View Metadata</a><br /></p><p><a href='https://www.fs.usda.gov/rds/archive/catalog/RDS-2013-0009.6' target='_blank' rel='nofollow ugc noopener noreferrer'>Additional Information</a><br /></p><p><br /></p></div>

Tags: edw, fire, fire-occurrence, fod, forest-service, fpa, open-data, rdw, usfs, wildfire
Organization: Department of Agriculture
National USFS Fire Occurrence Point (Feature Layer)

The FireOccurrence point layer represents ignition points, or points of origin, from which individual USFS wildland fires started. Data are maintained at the Forest/District level, or their equivalent, to track the occurrence and the origin of individual USFS wildland fires. Forests are working to include historical data, which may be incomplete.<div><br /></div><div><ul>National USFS fire occurrence locations where wildland fires have historically occurred on National Forest System Lands and/or where protection is the responsibility of the US Forest Service. Knowing where wildland fire events have happened in the past is critical to land management efforts in the future.</ul><div><ul>This data is utilized by fire &amp; aviation staffs, land managers, land planners, and resource specialists on and around National Forest System Lands. The attributes included within the FireOccurrence point layer are needed to meet the needs of the US Forest Service, for data exchange between interagency data systems, to relate to the FirePerimeter polygon data layer and various fire data systems, and to track the locations of wildland fires.</ul><div>*This data has been updated to match 2021 National GIS Data Dictionary Standards.<br /></div></div></div><div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=national+usfs+fire+occurrence' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: fire-occurrence, open-data, perimeter, usfs, wildfire
Organization: Department of Agriculture
National USFS Fire Perimeter (Feature Layer)

The FirePerimeter polygon layer represents daily and final mapped wildland fire perimeters. Incidents of 10 acres or greater in size are expected. Incidents smaller than 10 acres in size may also be included. Data are maintained at the Forest/District level, or their equivalent, to track the area affected by wildland fire. Records in FirePerimeter include perimeters for wildland fires that have corresponding records in FIRESTAT, which is the authoritative data source for all wildland fire reports. FIRESTAT, the Fire Statistics System computer application, required by the USFS for all wildland fire occurrences on National Forest System Lands or National Forest-protected lands, is used to enter and maintain information from the Individual Fire Report (FS-5100-29).<div><br /></div><div><ul>National USFS fire occurrence final fire perimeters where wildland fires have historically occurred on National Forest System Lands and/or where protection is the responsibility of the US Forest Service. Knowing where wildland fire events have happened in the past is critical to land management efforts in the future.</ul><div><ul>This data is utilized by fire &amp; aviation staffs, land managers, land planners, and resource specialists on and around National Forest System Lands.</ul><div>*This data has been updated to match 2021 National GIS Data Dictionary Standards.<br /></div></div></div><div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=national+usfs+Fire+Perimeter' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: fire-occurrence, open-data, perimeter, usfs, wildfire
Organization: Department of Agriculture
Great Basin Montane Watersheds - Regions (Feature Layer)

Multiple research and management partners collaboratively developed a multiscale approach for assessing the geomorphic sensitivity of streams and ecological resilience of riparian and meadow ecosystems in upland watersheds of the Great Basin to disturbances and management actions. The approach builds on long-term work by the partners on the responses of these systems to disturbances and management actions. At the core of the assessments is information on past and present watershed and stream channel characteristics, geomorphic and hydrologic processes, and riparian and meadow vegetation. In this report, we describe the approach used to delineate Great Basin mountain ranges and the watersheds within them, and the data that are available for the individual watersheds. We also describe the resulting database and the data sources. Furthermore, we summarize information on the characteristics of the regions and watersheds within the regions and the implications of the assessments for geomorphic sensitivity and ecological resilience. The target audience for this multiscale approach is managers and stakeholders interested in assessing and adaptively managing Great Basin stream systems and riparian and meadow ecosystems. Anyone interested in delineating the mountain ranges and watersheds within the Great Basin or quantifying the characteristics of the watersheds will be interested in this report. For more information, visit: https://www.fs.usda.gov/research/treesearch/61573<div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=Great+Basin+Montane' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: climate, ecosystem-resista, fire, geomorphology, geoscientificinformation, great-basin, great-basin-watershed-characteristics, great-basin-watershed-database, inlandwaters, meadows, mountain-range-delineation, open-data, riparian, species, watershed-delineation
Organization: Department of Agriculture
Study Characteristics

The Study Characteristics dataset includes basic information about study design. In addition to study class, the dataset includes clinical setting, whether the study looked at PTSD symptom clusters, whether there were any subgroup analyses, type of diagnostic measure used (e.g., diagnostic interview, self-report), and provider credentials. Use this dataset to better understand the variety of RCT designs employed, compare studies by study class or to identify gaps in the literature for potential new RCTs. Visualizations made from this dataset will be based on the 550 RCTs included in the PTSD-Repository. Values reported as "NA" or not reported "NR" by the study are null values (empty cells). Data is at the study level.

Tags: ncptsd, ptsd, study-characteristics
Organization: Department of Veterans Affairs
Great Basin Montane Watersheds - Watersheds (Feature Layer)

Multiple research and management partners collaboratively developed a multiscale approach for assessing the geomorphic sensitivity of streams and ecological resilience of riparian and meadow ecosystems in upland watersheds of the Great Basin to disturbances and management actions. The approach builds on long-term work by the partners on the responses of these systems to disturbances and management actions. At the core of the assessments is information on past and present watershed and stream channel characteristics, geomorphic and hydrologic processes, and riparian and meadow vegetation. In this report, we describe the approach used to delineate Great Basin mountain ranges and the watersheds within them, and the data that are available for the individual watersheds. We also describe the resulting database and the data sources. Furthermore, we summarize information on the characteristics of the regions and watersheds within the regions and the implications of the assessments for geomorphic sensitivity and ecological resilience. The target audience for this multiscale approach is managers and stakeholders interested in assessing and adaptively managing Great Basin stream systems and riparian and meadow ecosystems. Anyone interested in delineating the mountain ranges and watersheds within the Great Basin or quantifying the characteristics of the watersheds will be interested in this report. For more information, visit: https://www.fs.usda.gov/research/treesearch/61573<div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=Great+Basin+Montane' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: climate, ecosystem-resista, fire, geomorphology, geoscientificinformation, great-basin, great-basin-watershed-characteristics, great-basin-watershed-database, inlandwaters, meadows, mountain-range-delineation, open-data, riparian, species, watershed-delineation
Organization: Department of Agriculture
Great Basin Montane Watersheds - Mountain Ranges (Feature Layer)

Multiple research and management partners collaboratively developed a multiscale approach for assessing the geomorphic sensitivity of streams and ecological resilience of riparian and meadow ecosystems in upland watersheds of the Great Basin to disturbances and management actions. The approach builds on long-term work by the partners on the responses of these systems to disturbances and management actions. At the core of the assessments is information on past and present watershed and stream channel characteristics, geomorphic and hydrologic processes, and riparian and meadow vegetation. In this report, we describe the approach used to delineate Great Basin mountain ranges and the watersheds within them, and the data that are available for the individual watersheds. We also describe the resulting database and the data sources. Furthermore, we summarize information on the characteristics of the regions and watersheds within the regions and the implications of the assessments for geomorphic sensitivity and ecological resilience. The target audience for this multiscale approach is managers and stakeholders interested in assessing and adaptively managing Great Basin stream systems and riparian and meadow ecosystems. Anyone interested in delineating the mountain ranges and watersheds within the Great Basin or quantifying the characteristics of the watersheds will be interested in this report. For more information, visit: https://www.fs.usda.gov/research/treesearch/61573<div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=Great+Basin+Montane' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: climate, ecosystem-resista, fire, geomorphology, geoscientificinformation, great-basin, great-basin-watershed-characteristics, great-basin-watershed-database, inlandwaters, meadows, mountain-range-delineation, open-data, riparian, species, watershed-delineation
Organization: Department of Agriculture
Great Basin Montane Watersheds - Streams (Feature Layer)

Multiple research and management partners collaboratively developed a multiscale approach for assessing the geomorphic sensitivity of streams and ecological resilience of riparian and meadow ecosystems in upland watersheds of the Great Basin to disturbances and management actions. The approach builds on long-term work by the partners on the responses of these systems to disturbances and management actions. At the core of the assessments is information on past and present watershed and stream channel characteristics, geomorphic and hydrologic processes, and riparian and meadow vegetation. In this report, we describe the approach used to delineate Great Basin mountain ranges and the watersheds within them, and the data that are available for the individual watersheds. We also describe the resulting database and the data sources. Furthermore, we summarize information on the characteristics of the regions and watersheds within the regions and the implications of the assessments for geomorphic sensitivity and ecological resilience. The target audience for this multiscale approach is managers and stakeholders interested in assessing and adaptively managing Great Basin stream systems and riparian and meadow ecosystems. Anyone interested in delineating the mountain ranges and watersheds within the Great Basin or quantifying the characteristics of the watersheds will be interested in this report. For more information, visit: https://www.fs.usda.gov/research/treesearch/61573<div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=Great+Basin+Montane' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: climate, ecosystem-resista, fire, geomorphology, geoscientificinformation, great-basin, great-basin-watershed-characteristics, great-basin-watershed-database, inlandwaters, meadows, mountain-range-delineation, open-data, riparian, species, watershed-delineation
Organization: Department of Agriculture
Great Basin Montane Watersheds - Heads (Feature Layer)

Multiple research and management partners collaboratively developed a multiscale approach for assessing the geomorphic sensitivity of streams and ecological resilience of riparian and meadow ecosystems in upland watersheds of the Great Basin to disturbances and management actions. The approach builds on long-term work by the partners on the responses of these systems to disturbances and management actions. At the core of the assessments is information on past and present watershed and stream channel characteristics, geomorphic and hydrologic processes, and riparian and meadow vegetation. In this report, we describe the approach used to delineate Great Basin mountain ranges and the watersheds within them, and the data that are available for the individual watersheds. We also describe the resulting database and the data sources. Furthermore, we summarize information on the characteristics of the regions and watersheds within the regions and the implications of the assessments for geomorphic sensitivity and ecological resilience. The target audience for this multiscale approach is managers and stakeholders interested in assessing and adaptively managing Great Basin stream systems and riparian and meadow ecosystems. Anyone interested in delineating the mountain ranges and watersheds within the Great Basin or quantifying the characteristics of the watersheds will be interested in this report. For more information, visit: https://www.fs.usda.gov/research/treesearch/61573<div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=Great+Basin+Montane' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: climate, ecosystem-resista, fire, geomorphology, geoscientificinformation, great-basin, great-basin-watershed-characteristics, great-basin-watershed-database, inlandwaters, meadows, mountain-range-delineation, open-data, riparian, species, watershed-delineation
Organization: Department of Agriculture
Great Basin Montane Watersheds - Valley Bottoms (Feature Layer)

Multiple research and management partners collaboratively developed a multiscale approach for assessing the geomorphic sensitivity of streams and ecological resilience of riparian and meadow ecosystems in upland watersheds of the Great Basin to disturbances and management actions. The approach builds on long-term work by the partners on the responses of these systems to disturbances and management actions. At the core of the assessments is information on past and present watershed and stream channel characteristics, geomorphic and hydrologic processes, and riparian and meadow vegetation. In this report, we describe the approach used to delineate Great Basin mountain ranges and the watersheds within them, and the data that are available for the individual watersheds. We also describe the resulting database and the data sources. Furthermore, we summarize information on the characteristics of the regions and watersheds within the regions and the implications of the assessments for geomorphic sensitivity and ecological resilience. The target audience for this multiscale approach is managers and stakeholders interested in assessing and adaptively managing Great Basin stream systems and riparian and meadow ecosystems. Anyone interested in delineating the mountain ranges and watersheds within the Great Basin or quantifying the characteristics of the watersheds will be interested in this report. For more information, visit: https://www.fs.usda.gov/research/treesearch/61573<div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=Great+Basin+Montane' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: climate, ecosystem-resista, fire, geomorphology, geoscientificinformation, great-basin, great-basin-watershed-characteristics, great-basin-watershed-database, inlandwaters, meadows, mountain-range-delineation, open-data, riparian, species, watershed-delineation
Organization: Department of Agriculture
National Register of Historic Places

The National Register geospatial dataset is intended to be a comprehensive inventory of all cultural resources that are listed on the National Register of Historic Places. However, this dataset excludes all features deemed 'restricted' or 'sensitive', such as sensitive archaeological sites.  This dataset provides feature geometry representations (point or polygon) and is intended to be supplemented with descriptive attributes maintained by other external database systems such as the National Register Information System which is included in this geodatabase.

Tags: crss, cultural-landscapes, cultural-resource-management, cultural-resources-theme, ecological-framework-human-use-cultural-landscapes-cultural-landscapes, historic-buildings, historic-districts, historic-objects, historic-preservation, historic-properties, historic-resource-types, historic-sites, historic-structures, listed-historic-properties, national-geospatial-data-asset, national-park-service, national-register-of-historic-places, ngda, ngda-portfolio-themes, ngdaid36, nps, nris
Organization: Department of the Interior
Great Basin Montane Watersheds - Furthest Head (Feature Layer)

Multiple research and management partners collaboratively developed a multiscale approach for assessing the geomorphic sensitivity of streams and ecological resilience of riparian and meadow ecosystems in upland watersheds of the Great Basin to disturbances and management actions. The approach builds on long-term work by the partners on the responses of these systems to disturbances and management actions. At the core of the assessments is information on past and present watershed and stream channel characteristics, geomorphic and hydrologic processes, and riparian and meadow vegetation. In this report, we describe the approach used to delineate Great Basin mountain ranges and the watersheds within them, and the data that are available for the individual watersheds. We also describe the resulting database and the data sources. Furthermore, we summarize information on the characteristics of the regions and watersheds within the regions and the implications of the assessments for geomorphic sensitivity and ecological resilience. The target audience for this multiscale approach is managers and stakeholders interested in assessing and adaptively managing Great Basin stream systems and riparian and meadow ecosystems. Anyone interested in delineating the mountain ranges and watersheds within the Great Basin or quantifying the characteristics of the watersheds will be interested in this report. For more information, visit: https://www.fs.usda.gov/research/treesearch/61573<div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=Great+Basin+Montane' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: climate, ecosystem-resista, fire, geomorphology, geoscientificinformation, great-basin, great-basin-watershed-characteristics, great-basin-watershed-database, inlandwaters, meadows, mountain-range-delineation, open-data, riparian, species, watershed-delineation
Organization: Department of Agriculture
Great Basin Montane Watersheds - Pour Points (Feature Layer)

Multiple research and management partners collaboratively developed a multiscale approach for assessing the geomorphic sensitivity of streams and ecological resilience of riparian and meadow ecosystems in upland watersheds of the Great Basin to disturbances and management actions. The approach builds on long-term work by the partners on the responses of these systems to disturbances and management actions. At the core of the assessments is information on past and present watershed and stream channel characteristics, geomorphic and hydrologic processes, and riparian and meadow vegetation. In this report, we describe the approach used to delineate Great Basin mountain ranges and the watersheds within them, and the data that are available for the individual watersheds. We also describe the resulting database and the data sources. Furthermore, we summarize information on the characteristics of the regions and watersheds within the regions and the implications of the assessments for geomorphic sensitivity and ecological resilience. The target audience for this multiscale approach is managers and stakeholders interested in assessing and adaptively managing Great Basin stream systems and riparian and meadow ecosystems. Anyone interested in delineating the mountain ranges and watersheds within the Great Basin or quantifying the characteristics of the watersheds will be interested in this report. For more information, visit: https://www.fs.usda.gov/research/treesearch/61573<div><br /></div><div><a href='https://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=Great+Basin+Montane' target='_blank' rel='nofollow ugc noopener noreferrer'>Metadata and Downloads</a><br /></div>

Tags: climate, ecosystem-resista, fire, geomorphology, geoscientificinformation, great-basin, great-basin-watershed-characteristics, great-basin-watershed-database, inlandwaters, meadows, mountain-range-delineation, open-data, riparian, species, watershed-delineation
Organization: Department of Agriculture