AndreaBozzo/ceres-open-data-index huggingface dataset:
Aerial Imagery of the Pocatello, Idaho (1984, 0.5-meter)

<div style='text-align:Left;'><div><div><p><span>Pocatello, Idaho historical orthomosaic for 1984 was created by collecting, scanning, merging and georectifying historic photography of Pocatello. The total spatial error is less than 1 meter. These historical orthomosaic images were derived using SfM (Structure-from-motion photogrammetry). SfM uses a series of overlapping images aligned to form a 3D representation. Classification resulted in raster and vector data with discrete classes grouped into objects located in the urban corridor of Pocatello. High-resolution aerial photography of the Pocatello area was provided by Valley Air Photos and the Idaho State Historical Society for 1984. All images were transferred from a traditional 9x9 photograph and scanned at a 1210 dpi resolution. (Date: 07/11/1984, Scale: 1:12,000, Total GSD [GSD = photo scale x scanning resolution]: 122, Scanned resolution: 11432x11241 1210 dpi). The general workflow for processing was as follows: Image collection, image pre-processing combined with gps positioning and differential correction. Photo alignment, point cloud generation, point cloud meshing, orthomosaic and DSM (Digital Surface Models) output. Photos were aligned using Agisoft Photoscan. Focal lengths for data sets were 152mm. GPS points were collected for ground truthing. Photo alignment, dense cloud, and mesh generation using ground control points, resulted in orthomosaics and DSMs (Digital Surface Models) for time periods. Orthomosaics were produced at a fine scale spatial resolution: .25m resolution in all cases except the final year at .5m due to differences in scale of the original imagery. Each orthomosaic and DEM was outputted at .5 m and 1 m resolution respectively, in order to maintain continuity between data sets. See Brock Lipple Thesis, 2015, for more in-depth discussion of the scanning and merging process.[</span><a href='http://geology.isu.edu/thesis/Lipple.Brock.2015.pdf'><span>http://geology.isu.edu/thesis/Lipple.Brock.2015.pdf</span></a><span>].</span></p></div></div></div>

Tags: aerial-photo, aerial-photography, air-photo, imagery, ortho-imagery, orthoimagery, orthophotography, orthorectified-imagery
Organization: University of Idaho
Aerial Imagery of the Pocatello, Idaho (1994, 0.5-meter)

<div style='text-align:Left;'><div><div><p><span>Pocatello, Idaho historical orthomosaic for 1994 was created by collecting, scanning, merging and georectifying historic photography of Pocatello. The total spatial error is less than 1 meter. These historical orthomosaic images were derived using SfM (Structure-from-motion photogrammetry). SfM uses a series of overlapping images aligned to form a 3D representation. Classification resulted in raster and vector data with discrete classes grouped into objects located in the urban corridor of Pocatello. High-resolution aerial photography of the Pocatello area was provided by Valley Air Photos and the Idaho State Historical Society for 1984. All images were transferred from a traditional 9x9 photograph and scanned at a 1210 dpi resolution. (Date: 11/02/1994, Scale: 1:24,000, Total GSD [GSD = photo scale x scanning resolution]: 60, Scanned resolution: 11432x11241 1210 dpi). The general workflow for processing was as follows: Image collection, image pre-processing combined with gps positioning and differential correction. Photo alignment, point cloud generation, point cloud meshing, orthomosaic and DSM (Digital Surface Models) output. Photos were aligned using Agisoft Photoscan. Focal lengths for data sets were 152mm. GPS points were collected for ground truthing. Photo alignment, dense cloud, and mesh generation using ground control points, resulted in orthomosaics and DSMs (Digital Surface Models) for time periods. Orthomosaics were produced at a fine scale spatial resolution: .25m resolution in all cases except the final year at .5m due to differences in scale of the original imagery. Each orthomosaic and DEM was outputted at .5 m and 1 m resolution respectively, in order to maintain continuity between data sets. See Brock Lipple Thesis, 2015, for more in-depth discussion of the scanning and merging process.[</span><a href='http://geology.isu.edu/thesis/Lipple.Brock.2015.pdf'><span>http://geology.isu.edu/thesis/Lipple.Brock.2015.pdf</span></a><span>].</span></p></div></div></div>

Tags: aerial-photo, aerial-photography, air-photo, imagery, ortho-imagery, orthoimagery, orthophotography, orthorectified-imagery
Organization: University of Idaho
Aerial Imagery near the Raft River, Idaho (1962, 3.5-meters)

<div style='text-align:Left;'><div><div><p><span>These data were used by the Idaho Department of Water Resources to support their business needs. The original imagery is from the USDA-Farm Service Agency - 1:20,000-scale black and white film. These data are not orthorectified.</span></p></div></div></div>

Tags: aerial-photo, aerial-photography, air-photo, black-white, georectified-imagery
Organization: University of Idaho
Ada County 4-H Clubs & Programs

<div>Every year, Ada County 4-H, UI Extension engages thousands of Idaho youth in hands-on learning activities in the areas of STEM, Healthy Living and Civic Engagement. From rabbits to robotics and archery to photography, there really is a 4-H activity for everyone. This map showcases the general locations of 4-H Clubs and Programs throughout Ada County by topic area. Pinpoints of 4-H clubs are not specific. <br /></div><div><br /></div><div>If you'd like to join Ada County 4-H or become a 4-H volunteer, please contact the Ada County University of Idaho Extension office at (208) 287-5900 or visit our main website at <a href='http://uidaho.edu/ada' target='_blank'>uidaho.edu/ada</a>.</div>

Tags: 4-h, ada-county, agriculture, animals, boise, civic-engagement, education, extension, health, healthy-living, idaho, science, shortlist, stem, story-map, youth, youth-development
Organization: University of Idaho
Burn Intensity for the 1994 Bannock Creek Fire within Boise National Forest, Idaho

The downloadable ZIP file contains an Esri ArcInfo Coverage.<span>  This data set reflects fire intensity as measured by canopy scorch for the 1994 Bannock Creek Fire, Idaho City Ranger District, Boise National Forest, Idaho.  The data are intended to assist efforts surrounding broad-scale forest planning for analysis in fire-recovery: soil stabilization, reestablishing vegetation, and protection of other resources such as wildlife, riparian habitat, water quality, fisheries and timber. <br /></span><div style='text-align:Left;'><div><p><span>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2000.</span></p></div></div>

Tags: boise-national-forest, burn-intensity, canopy-scorch, environment, fire, wildfire
Organization: University of Idaho
Historic Large Fires for Boise National Forest, Idaho for 1900 - 1997

The downloadable ZIP file contains an Esri ArcInfo Coverage.  This data set reflects large fires (approximately 200 acre minimum size) for 1900-1997 for Boise National Forest, Idaho.  These data are intended to assist efforts surrounding broad-scale forest planning for analysis in fire-recovery: soil stabilization, reestablishing vegetation, and protection of other resources such as wildlife, riparian habitat, water quality, fisheries and timber. <br /><div><br /></div><div>Due to multiple fires occurring in the same area, at different times, many individual polygons are much smaller than 200 acres. Fire location, perimeter, and size are approximate. Much variation in accuracy of spatial features, eg. fire perimeters for 1994 (Boise River Complex) were collected with aerial gps, while perimeters for much older fires were approximated from narrative accounts. Data source/accuracy for individual fires not identified. Attributes for some fires included recorded acres as well as ArcInfo calcualted acres, much variablility in agreement, see discussion under procedures used and limitations of data.</div><div><br /></div><div>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2000.</div>

Tags: boise-national-forest, burn-intensity, canopy-scorch, environment, fire, wildfire
Organization: University of Idaho
Burn Intensity for the 1994 Thunderbolt Fire within Boise National Forest, Idaho

<div>The downloadable ZIP file contains an Esri ArcInfo Coverage.  This data set reflects fire intensity as measured by canopy scorch for the 1994 Thunderbolt Fire, Cascade Ranger District, Boise National Forest, Idaho.  The data are intended to assist efforts surrounding broad-scale forest planning for analysis in fire-recovery: soil stabilization, reestablishing vegetation, and protection of other resources such as wildlife, riparian habitat, water quality, fisheries and timber. <br /></div><div><br /></div><div>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2000.</div>

Tags: boise-national-forest, burn-intensity, canopy-scorch, environment, fire, wildfire
Organization: University of Idaho
Burn Intensity for the 1992 Foothills Fire within Boise National Forest

The downloadable ZIP file contains an Esri ArcInfo Coverage.  The data are intended to assist efforts surrounding broad-scale forest planning for analysis in fire-recovery: soil stabilization, reestablishing vegetation, and protection of other resources such as wildlife, riparian habitat, water quality, fisheries and timber. <br /><div><br /></div><div>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2000.</div>

Tags: boise-national-forest, burn-intensity, canopy-scorch, environment, fire, wildfire
Organization: University of Idaho
Burn Intensity for the 1994 Star Gulch Fire within Boise National Forest, Idaho

The downloadable ZIP file contains an Esri ArcInfo Coverage.  This data set reflects fire intensity as measured by canopy scorch for 
the 1994 Star Gulch Fire within Boise National Forest, Idaho.  The data are intended to assist efforts surrounding broad-scale forest planning for analysis in fire-recovery: soil stabilization, reestablishing vegetation, and protection of other resources such as wildlife, riparian habitat, water quality, fisheries and timber. <br /><div><br /></div><div>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2000.</div>

Tags: boise-national-forest, burn-intensity, canopy-scorch, environment, fire, wildfire
Organization: University of Idaho
Lapwai Creek Stream Inventory

<div style='text-align:Left;'><div><div><p style='margin:0 0 7 0;'><span>The downloadable ZIP file contains an Esri shapefile.</span><br /><span></span></p><p style='margin:0 0 7 0;'><span>The Nez Perce Soil and Water Conservation District (NPSWCD) completed the Lapwai Creek stream habitat inventory and assessment. The data collected provides land managers with a tool to evaluate and prioritze stream improvements in order to develop steelhead habitat restoration projects.  <br /><br />The study area is within the jurisdictional bourndaries of Nez Perce and Lewis counties, State of Idaho, and the Nez Perce Indian Reservation. Encompassing 174,600 acres, the Lapwai Creek watershed is located within the Clearwater River Basin. <br /><br />During the summers of 2003 through 2007, streams were inventoried. Coordination with over 200 landowners occured prior to field data collection. <br /><br />All methods were collected according to the Stream Assessment Methodology (Rasmussen, 2006). This protocol was adapted fron the USDA-Natural Resources Conservation Service Stream Visual Assessment Protocol. <br /><br />The Stream Visual Assessment Protocol (SVAP) consists of fourteen parameters.  Each criterion is given a numerical rating on a scale of 1 to 10, where the highest number represents the best condition.  An index is created by totaling the values of all criteria evaluated and dividing by the number of criteria evaluated (USDA, 2004).  This index is then divided into a four component ranking system consisting of poor, fair, good, and excellent.<span><br /></span></span></p><p style='margin:0 0 7 0;'><span><span>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2015 &amp; 2016.</span></span></p></div></div></div>

Tags: lapwai-creek, nez-perce-soil-and-water-conservation-district, npswcd, sam, stream-inventory, stream-visual-assessment-protocol, svap
Organization: University of Idaho
Big Canyon Creek Stream Inventory

<div style='text-align:Left;'><div><div><p style='margin:0 0 7 0;'><span>The downloadable ZIP file contains an Esri shapefile.<br /></span></p><p style='margin:0 0 7 0;'><span>The Nez Perce Soil and Water Conservation District (NPSWCD) completed the Big Canyon Creek stream habitat inventory and assessment. The data collected provides land managers with a tool to evaluate and prioritze stream improvements in order to develop steelhead habitat restoration projects.  <br /><br />The study area is within the jurisdictional bourndaries of Nez Perce, Lewis and Clearwater counties, State of Idaho, and the Nez Perce Indian Reservation. Encompassing 142,000 Big Canyon Creek is located within the Clearwater River Basin. <br /><br />During the summers of 2003 through 2007, streams were inventoried. Coordination with over 200 landowners occured prior to field data collection. <br /><br />All methods were collected according to the Stream Assessment Methodology (Rasmussen, 2006). This protocol was adapted fron the USDA-Natural Resources Conservation Service Stream Visual Assessment Protocol (USDA-NRSC, 1998). <br /><br />The Stream Visual Assessment Protocol (SVAP) consists of fourteen parameters.  Each criterion is given a numerical rating on a scale of 1 to 10, where the highest number represents the best condition.  An index is created by totaling the values of all criteria evaluated and dividing by the number of criteria evaluated (USDA, 2004).  This index is then divided into a four component ranking system consisting of poor, fair, good, and excellent.<br /></span></p><p style='margin:0 0 7 0;'><span>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2015 &amp; 2016.</span></p></div></div></div>

Tags: big-canyon-creek, nez-perce-soil-and-water-conservation-district, npswcd, sam, stream-inventory, stream-visual-assessment-protocol, svap
Organization: University of Idaho
Lower Clearwater River Tributaries Stream Inventory

<div style='text-align:Left;'><div><div><p><span><span><span>The downloadable ZIP file contains an Esri shapefile.</span></span></span></p><p><span><span>The Nez Perce Soil and Water Conservation District (NPSWCD) completed the Lower Canyon Tributaries stream habitat inventory and assessment on several tributaries of the Lower Clearwater River. The data collected provides land managers with a tool to evaluate and prioritze stream improvements in order to develop steelhead habitat restoration projects.  Tributaries inventoried include Beardy Gulch, Bedrock Creek, Catholic Creek, Cole Canyon, Cottonwood Creek, Coyote Gulch, Hatwai Creek, Jacks Creek, Pine Creek, Rattlesnake Creek, Wheeler Canyon and Zenner Canyon. <br /><br />The study area is within the jurisdictional bourndaries of Nez Perce, Latah, and Clearwater counties, State of Idaho, Whitman County, State of Washington, and the Nez Perce Indian Reservation. Encompassing 210,199 acres, the Lower Canyon Tributaries geographic area is located within the Clearwater River Basin. <br /><br />During the summers of 2011 through 2013, 607 miles of stream were inventoried. Coordination with over 200 landowners occured prior to field data collection. <br /><br />All methods were collected according to the Stream Assessment Methodology (Rasmussen, 2006). This protocol was adapted fron the USDA-Natural Resources Conservation Service Stream Visual Assessment Protocol. <br /><br />The Stream Visual Assessment Protocol (SVAP) consists of fourteen parameters.  Each criterion is given a numerical rating on a scale of 1 to 10, where the highest number represents the best condition.  An index is created by totaling the values of all criteria evaluated and dividing by the number of criteria evaluated (USDA, 2004).  This index is then divided into a four component ranking system consisting of poor, fair, good, and excellent. <br /><br />The Lower Canyon Tributaries Stream Inventory and Assessment can be found on the NPSWCD's website. (http://www.nezperceswcd.org/Portals/2/DocumentLibrary/Publications/LCRT_SAMReport2014FinalReducedsize.pdf).</span></span></p><p><span><span><span>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2015 &amp; 2016.</span></span></span></p></div></div></div>

Tags: clearwater-river, idaho, lower-canyon-tributaries, nez-perce-soil-and-water-conservation-district, npswcd, sam, stream-inventory-and-assessment, svap
Organization: University of Idaho
Lower Salmon River Tributaries Stream Inventory

<div style='text-align:Left;'><div><div><p><span><span>The downloadable ZIP file contains an Esri shapefile.</span></span></p><p><span>The Nez Perce Soil and Water Conservation District (NPSWCD) completed the Lower Salmon River Tributaries stream habitat inventory and assessment on several tributaries of the Lower Salmon River. The data collected provides land managers with a tool to evaluate and prioritze stream improvements in order to develop steelhead habitat restoration projects.  Tributaries inventoried include Birch Creek, China Creek, Deer Creek, Eagle Creek, and Wapshilla Creek. <br /><br />The study area is within the jurisdictional bourndaries of Nez Perce and Lewis counties, State of Idaho. Encompassing 66,690 acres, the Lower Salmon River Tributaries geographic area is located within the Salmon River Basin. <br /><br />During the summers of 2010 through 2015, 201 miles of stream were inventoried. <br /><br />All methods were collected according to the Stream Assessment Methodology (Rasmussen, 2006). This protocol was adapted fron the USDA-Natural Resources Conservation Service Stream Visual Assessment Protocol. <br /><br />The Stream Visual Assessment Protocol (SVAP) consists of fourteen parameters.  Each criterion is given a numerical rating on a scale of 1 to 10, where the highest number represents the best condition.  An index is created by totaling the values of all criteria evaluated and dividing by the number of criteria evaluated (USDA, 2004).  This index is then divided into a four component ranking system consisting of poor, fair, good, and excellent. <br /><br />The Lower Salmon River Tributaries Stream Inventory and Assessment can be found on the NPSWCD's website.</span></p><p><span></span><span><span>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2015 &amp; 2016.</span></span></p></div></div></div>

Tags: idaho, lower-salmon-river-tributaries, nez-perce-soil-and-water-conservation-district, npswcd, salmon-river, sam, stream-inventory-and-assessment, svap
Organization: University of Idaho
Burn Intensity for the 1994 Rabbit Creek Fire within Boise National Forest, Idaho

The downloadable ZIP file contains an Esri ArcInfo Coverage.  The data are intended to assist efforts surrounding broad-scale forest planning for analysis in fire-recovery: soil stabilization, reestablishing vegetation, and protection of other resources such as wildlife, riparian habitat, water quality, fisheries and timber. <br /><div><br /></div><div>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2000.</div>

Tags: boise-national-forest, burn-intensity, canopy-scorch, environment, fire, wildfire
Organization: University of Idaho
Bark Beetle-caused Tree Mortality for the Stanley, Idaho Study Area

<div>The downloadable ZIP file contains a georeferenced TIF.<span>  This raster layer is a supervised maximum likelihood classification of bark beetle-caused tree mortality based on aggregated digital orthoimagery and LiDAR imagery from Central Idaho. The imagery was collected in August 2010. <br /></span></div><div><span></span><br /><span><span>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2011.</span></span></div>

Tags: aerial-imagery, insect-outbreak, lidar, mountain-pine-beetle, supervised-maximum-likelihood-classification, tree-mortality
Organization: University of Idaho
Roads for the Boise National Forest, Idaho [Historical]

The downloadable ZIP file contains an Esri ArcInfo Coverage.  This data set reflects roads in the Boise National Forest, Idaho circa 1995. It was generated from Cartographic Feature Files. CFF files (quads) used date between 1987-1992.<div><br /></div><div>These data were contributed to <a href='https://insideidaho.org' rel='nofollow ugc' target='_blank'>INSIDE Idaho</a> at the <a href='https://www.lib.uidaho.edu' rel='nofollow ugc' target='_blank'>University of Idaho Library</a> in 2000.</div>

Tags: boise-national-forest, roads, transportation
Organization: University of Idaho
Ground Surface Elevation for Idaho (1/3 arc second, ~10-meter)

<div style='text-align:Left;'><div><div><p><span>The U.S. Geological Survey has developed a National Elevation Dataset (NED). The NED is a seamless mosaic of best-available elevation data. The 7.5-minute elevation data for the conterminous United States are the primary initial source data. In addition to the availability of complete 7.5-minute data, efficient processing methods were developed to filter production artifacts in the existing data, convert to the NAD83 datum, edge-match, and fill slivers of missing data at quadrangle seams. One of the effects of the NED processing steps is a much-improved base of elevation data for calculating slope and hydrologic derivatives. The specifications for the NED 1 arc second and 1/3 arc second data are: Geographic coordinate system Horizontal datum of NAD83, except for AK which is NAD27 Vertical datum of NAVD88, except for AK which is NAVD29 Z units of meters.</span></p><p><span>Source data for this service are from the U.S. Geological Survey. These data were provided to the University of Idaho Library in November, 2004 by Mr. Tracy Fuller, USGS Idaho Mapping Liaison, Boise, Idaho.<br /></span></p></div></div></div>

Tags: bare-earth-digital-elevation-model, dem, ground-surface-elevation, national-elevation-dataset, ned
Organization: University of Idaho