AndreaBozzo/ceres-open-data-index huggingface dataset:
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland P7 from 1991

Orthorectified image from aerial photograph of wetland P7 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-58790a66e4b04df303d95bc7, wetland-ecosystems
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland P8 from 1991

Orthorectified image from aerial photograph of wetland P8 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-58790d43e4b04df303d95c8e, wetland-ecosystems
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland T2 from 1991

Orthorectified image from aerial photograph of wetland  T2 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-58791060e4b04df303d95c93, wetland-ecosystems
Organization: Department of the Interior
Analysis of Land Health Standard failure among allotments in Wyoming, USA (2001-2009)

The file 'lhs_data.csv' contains data necessary for logistic regression evaluating effects of grazing level (relative grazing index) and timing on the probability of an allotment failing one or more Land Health Standard (LHS) the previous year (Monroe et al. 2017). Relative predictive ability of models are then compared with a 10-fold cross-validation score.
Literature Cited: Monroe, A. P., C. L. Aldridge, T. J. Assal, K. E. Veblen, D. A. Pyke, and M. L. Casazza. 2017. Patterns in Greater Sage-grouse Population Dynamics Correspond with Public Grazing Records at Broad Scales. Ecological Applications. doi: 10.1002/eap.1512.

Tags: agriculture, land-use-and-land-cover, livestock-grazing, united-states, usgs-5879642ce4b04df303d97f0a, wyoming
Organization: Department of the Interior
Spectra Used in Figures

This dataset contains reflectance and transmission spectra of unexpanded and expanded vermiculite ore, and handpicked flakes of phlogopite, hydrobiotite, and vermiculite.  These samples were collected from mines near Enoree, South Carolina; Libby, Montana; Louisa, Virginia; Palabora, Llano, Texas; and  South Africa.  Spectra are identified as either reflectance or transmission in the alphanumeric file names and correlate to specpr record numbers designated in the manuscript figures in which they are shown.  These transmission spectra were converted to absorbance in many of the figures.  Spectra of talc, fibrous richterite amphibole, and serpentine are from well characterized samples from Feiser Mine, Ruby Mountains, Montana; Libby, Montana; and a NIOSH chrysotile standard (CH29) respectively.  The talc sample is described in the U.S. Geological Survey Spectral Library (Kokaly and others, 2017).  Some vermiculite samples were K-exchanged to facilitate spectral comparisons.

Tags: central-minerals-and-environmental-resources-science-center, cggsc, chemical-analysis, china, cmersc, crustal-geophysics-and-geochemistry-science-center, electron-probe-microanalysis, elongate-amphiboles, enoree, environment, expanded-vermiculite, geoscientificinformation, jiangsu, libby, louisa, mineral-deposits, mineral-resources-program, mineralogy, montana, mrp, palabora, provenance, reflectance-spectroscopy, scanning-electron-microscopy, south-africa, south-carolina, spectroscopy, usgs-58797a45e4b0847d353f4044, vermiculite-insulation, virginia, vspec-technique, x-ray-diffraction
Organization: Department of the Interior
Spectral Parameter Tables for Expanded Vermiculite Samples

This dataset contains spectral parameters for absorption features found in reflectance spectra of  expanded vermiculite samples. These data are provide for 52 samples of vermiculite attic insulation, horticultural products, aggregate, and packing materials derived from mines near Enoree, South Carolina; Libby, Montana; Louisa, Virginia; Palabora, South Africa; and Jiangsu, China collected from 2000 to 2016.  Also included are two tables listing the spectral parameters for reflectance spectra of four expanded vermiculite samples selected to represent each of the four main historical sources of vermiculite (e.g., Libby, Montana; Enoree, South Carolina; Louisa, Virginia; and Palabora, South Africa) taken at normal spectral resolution (11 to 12 nm full width half maxiumum) and finer resolution (6nm fwhm).  A third table lists the spectral parameters of spectra convolved to 11 to 12nm fwhm from the original 6nm fwhm data.   Spectral parameters such as band depth were calculated by dividing the reflectance value of each spectral channel in an absorption by the corresponding reflectance value of a continuum drawn between endpoints on the shoulders of the absorption.  The minimum channel of the continuum-removed data is found between the continuum endpoints, and a parabola is statistically fit to it and the two channels nearest to this minimum.  The reflectance of the parabola’s center wavelength is determined, and then subtracted from 1.00 to derive the band depth of the absorption.  Columns M and N list the x and y values of the contaminant non-detect line whose position passes through those samples that contain only minor to trace levels of contaminants in their sink fractions or have no Scanning Electron Microscopic evidence of contaminants (e.g., talc, amphibole, or serpentine).

Tags: central-minerals-and-environmental-resources-science-center, cggsc, chemical-analysis, china, cmersc, crustal-geophysics-and-geochemistry-science-center, electron-probe-microanalysis, elongate-amphiboles, enoree, environment, expanded-vermiculite, geoscientificinformation, jiangsu, libby, louisa, mineral-deposits, mineral-resources-program, mineralogy, montana, mrp, palabora, provenance, reflectance-spectroscopy, scanning-electron-microscopy, south-africa, south-carolina, spectroscopy, usgs-58797da0e4b0847d353f404d, vermiculite-insulation, virginia, vspec-technique, x-ray-diffraction
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Density of Non-Native, Herbaceous Species for Relative Cost of Restoration Model

This dataset represents the relative abundance of non-native, herbaceous cover types in vegetation patches, as mapped from high resolution imagery from 2010.  This mapping was conducted as part of the Colorado River Conservation Planning Project, a joint effort between the National Park Service, The Nature Conservancy, US Geological Survey, Bureau of Land Management, and Utah Forestry Fire and State Lands.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d0a33e4b07af201111eb4, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Structural Types of Non-Native Species for Relative Cost of Restoration Model

This dataset represents the presence/absence of non-native, woody and herbaceous cover types in vegetation patches, as mapped from high resolution imagery from 2010. Each type (woody or herbaceous) requires different techniques, equipment and approaches, impacting treatment costs. 
This mapping was conducted as part of the Colorado River Conservation Planning Project, a joint effort between the National Park Service, The Nature Conservancy, US Geological Survey, Bureau of Land Management, and Utah Forestry Fire and State Lands.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d0e24e4b07af201111f7b, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Density of Non-Native, Woody Species for Relative Cost of Restoration Model

This dataset represents the relative abundance of non-native, woody cover types in vegetation patches, as mapped from high resolution imagery from 2010.  This mapping was conducted as part of the Colorado River Conservation Planning Project, a joint effort between the National Park Service, The Nature Conservancy, US Geological Survey, Bureau of Land Management, and Utah Forestry Fire and State Lands.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d1300e4b07af201111f82, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Relative Cost of Restoration Model Output Data for Colorado River in Utah

This is a model of the relative costs of restoration for of vegetation communities of the Colorado River bottomland in Utah. The model incorporates the prevalence of woody and herbaceous non-native species, difficulty of access to bottomland areas, and presence of woody and/or herbaceous non-native species. See Open File Report, Rasmussen and Shafroth, Colorado River Conservation Planning for geoprocessing details.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d1ab0e4b07af201111fb5, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Density of Native Riparian Trees for Fire Risk Model

This dataset represents the prevalence of native trees as mapped along the Colorado River bottomland from the Colorado state line (San Juan and Grand Counties, Utah) to the southern Canyonlands NP boundary, as of September 2010.  This mapping was conducted as part of the Colorado River Conservation Planning Project, a joint effort between the National Park Service, The Nature Conservancy, US Geological Survey, Bureau of Land Management, and Utah Forestry Fire and State Lands.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d5402e4b07af2011121e8, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Density of Tamarisk for Fire Risk Model

This dataset represents the prevalence of tamarisk as mapped along the Colorado River bottomland from the Colorado state line (San Juan and Grand Counties, Utah) to the southern Canyonlands NP boundary, as of September 2010.  photos, this cover layer reflects conditions that existed when the imagery was collected (September, 2010). This mapping was conducted as part of the Colorado River Conservation Planning Project, a joint effort between the National Park Service, The Nature Conservancy, US Geological Survey, Bureau of Land Management, and Utah Forestry Fire and State Lands.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d58e4e4b07af2011121ec, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Fire Risk Model without Human Ignition Sources Output Data for Colorado River in Utah

This is a fire risk model for riparian trees on the Colorado River bottomland in Utah. The model incorporates the prevalence of riparian trees and tamarisk, and considers only natural fire ignitions (lightning). See  Rasmussen and Shafroth, Colorado River Conservation Planning, for geoprocessing details.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d5ef1e4b07af2011121f9, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Density of Non-Native Species for Potential for Natural Recovery Model

This dataset represents the prevalence of non-native vegetation species as mapped along the Colorado River bottomland from the Colorado state line (San Juan and Grand Counties, Utah) to the southern Canyonlands NP boundary, as of September 2010.  This mapping was conducted as part of the Colorado River Conservation Planning Project, a joint effort between the National Park Service, The Nature Conservancy, US Geological Survey, Bureau of Land Management, and Utah Forestry Fire and State Lands.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d6e67e4b07af201112224, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Density of Native Species for Potential for Natural Recovery Model

This dataset represents the prevalence of native species as mapped along the Colorado River bottomland from the Colorado state line (San Juan and Grand Counties, Utah) to the southern Canyonlands NP boundary, as of September 2010. This mapping was conducted as part of the Colorado River Conservation Planning Project, a joint effort between the National Park Service, The Nature Conservancy, US Geological Survey, Bureau of Land Management, and Utah Forestry Fire and State Lands.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d716ee4b07af201112228, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Overbank flow 2011 for Potential for Natural Recovery Model

This map shows areas covered by the high flow of the Colorado River mainstem between the Utah Colorado border and the upper pool of Lake Powell, Utah (146 miles).  The channel boundary was mapped from public available NAIP imagery flown on June 28, 2011, when the river flow was 886 m3/s at the Cisco gage. Area not covered by 2011 flow is represented by bottomland boundary.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d7438e4b07af20111222b, utah
Organization: Department of the Interior
Conservation Planning for the Colorado River in Utah - Potential for Natural Recovery Model Model Output Data for Colorado River in Utah

This is a model of the potential for natural recovery in vegetation communities of the Colorado River bottomland in Utah. The model incorporates the prevalence of native species, areas inundated in high flow conditions, and the prevalence of non-native species. See Open File Report, Rasmussen and Shafroth, Colorado River Conservation Planning for geoprocessing details.

Tags: arches-national-park, biota, canyonlands-national-park, colorado-river, conservation-planning, environment, grand-county, habitat-suitability, inlandwaters, moab, riparian, san-juan-county, tamarisk, upper-colorado-river, usgs-587d797de4b07af201112235, utah
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland T1 from 10 August 1992

Orthorectified image from aerial photograph of wetland T1 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-587e294fe4b0379d87d9d43e, wetland-ecosystems
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland T2 from 10 August 1992

Orthorectified image from aerial photograph of wetland T2 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-587e4154e4b0379d87d9d4c7, wetland-ecosystems
Organization: Department of the Interior
Photographs Showing Change in Riparian Vegetation in the Grand Canyon, 1889, 1991, 2010 and other years

The viewpoints were first photographed by Stanton in 1889, and then re-photographed in about 1991, 2010 and sometimes other years. This set of photos focuses on change in riparian vegetation and partially overlaps a larger set of Stanton viewpoints re-photographed by Webb and others and available at http://wwwpaztcn.wr.usgs.gov/fscc/stanton-repeat-photography/index.php. The file of descriptive information gives viewpoint stake number, name, and river mile, and documents occurrence of the exotic shrub Tamarix ramosissima, changes in cover of native and invasive woody riparian vegetation, occurrence of Diorhabda spp., the beetle introduced to control Tamarix, reductions in cover of native Prosopis glandulosa, changes in cover of vegetation in the old high-water zone, occurrence of the native shrubs Baccharis spp., Salix exigua, Pluchea sericea, Acacia greggii, and additional notes.

Tags: arizona, colorado-river, floods, glen-canyon, grand-canyon, prosopis, repeat-photography, riparian, salix, tamarix, united-states, usgs-587fba3be4b085de6c11f3eb, vegetation
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland T2 from 26 July 1994

Orthorectified image from aerial photograph of wetland T2 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-587fbcd7e4b085de6c11f427, wetland-ecosystems
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland T3 from 26 July 1994

Orthorectified image from aerial photograph of wetland T3 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-587fc3dee4b085de6c11f475, wetland-ecosystems
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland T4 from 26 July 1994

Orthorectified image from aerial photograph of wetland T4 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-587fc6ede4b085de6c11f492, wetland-ecosystems
Organization: Department of the Interior