AndreaBozzo/ceres-open-data-index huggingface dataset:
SIR2016-5029_cfwgoshor_4: Flood Inundation Depth for a Flow of 27,900 cfs at the Gage Coast Fork Willamette River at Goshen, Oregon

The domain of the model is as follows: Row River from Dorena dam to the confluence with the Coast Fork; 
Coast Fork from Cottage Grove dam to the confluence with the Middle Fork; Silk Creek from River Mile 1.7 
to the confluence with the Coast Fork. The basis for these features is the Willamette Flood Insurance Study –
 Phase One (2013). The hydraulics and hydrology for the FIS were reused in the production of these polygons; 
the reports and information associated with the FIS are applicable to this product. The Digital Elevation Model 
(DEM) utilized for the Willamette FIS submittal was produced by combining multiple overlapping topographic 
surveys for the Middle Fork and Coast Fork of the Willamette River. This DEM was created from four sources: 
LiDAR of the Springfield area that was flown in 2008, LiDAR of Silk Creek that was flown in 2011, LiDAR of Fall 
Creek that was flown in 2012, and photogrammetry of the Middle Fork and Coast Fork of the Willamette River 
that was flown in 2004. In areas where no high-resolution elevation data were available, USGS National Elevation 
Dataset (NED) data were used to supplement the DEM. The shapefiles Hi_Res_Extents.shp and Low_Res_Extents.shp 
define the limits of these areas. The horizontal datum of the DEM is NAD 1983 State Plane-Oregon South 
HARN with units of International Feet (NAD83). The vertical datum of the elevation model is NAVD 1988 
with units of international feet (NAVD-88). In addition, some areas show surveyed bathymetry within the 
channel. These can be noted by the sharp increase in apparent depth, creating a stripe across the depth 
grid when compared to the LiDAR data, which represents the water surface elevation at the time of the 
aerial data collection. Bridge decks are generally removed from DEMs as standard practice. Therefore, 
these features may be shown as inundated when they are not. An effort to clip flood extents on bridge 
decks was made, but judgement should be used when estimating the usefulness of a bridge during flood 
flow. Comparing the bridge to the surrounding ground can be more informative in this respect than simply 
looking at the bridge itself. The features and depth grids stop as the Coast Fork approaches the Middle
Fork on the northern end of the reach. See cfwgoshOR.shp for information regarding this file. This 
represents the depth grid for the 27,900 cfs profile.

Tags: coast-fork-willamette-river, creswell, elevation, environment, flood, flood-inundation-maps, flooded-area, geoscientificinformation, geospatial-analysis, goshen, high-water-marks, inlandwaters, oregon, river-stream, usgs-f3db9246-4fb1-4219-9113-4f6cab0ff2f5, willamette-valley
Organization: Department of the Interior
Groundwater Well Data and Annual Groundwater Pumpage Data (1984 - 2019) in Altar Valley, Arizona

This data release contains groundwater well data and groundwater pumpage data for Altar Valley. 
Groundwater Well Data:  
The following are well attributes that were retrieved for sites within the study area: 
Well Name 
Site-identification no. 
Latitude and Longitude in NAD83 
Altitude of land surface in NAVD88
Depth of hole 
Depth of well 
Type of Well Log 
Arizona Department of Water Resources (ADWR) registration no. 
Arizona State Land Department (ASLD) registration no. 
Refuge Well 
Groundwater Annual Pumpage Data: 
The USGS summarized annual pumpage data from the Arizona Department of Water Resources for the Altar Valley groundwater area for the years between 1984 and 2019 This dataset contains annual pumpage for the Southern part of Altar Valley, the Northern part of Altar Valley and the total annual pumpage for Altar Valley.

Tags: altar-valley, arizona, arizona-department-of-water-resources, arizona-state-land-department, buenos-aires-national-wildlife-refuge, groundwater, hydrology, pumpage, usgs-6065f968d34eff14434396bd, water-resources, water-use, well
Organization: Department of the Interior
Linear Deconvolution Results For Site DS-3 (3-component-model)

These geotiffs represent the raster GIS outputs of Linear Deconvolution (Linear Spectral Unmixing) analysis of ASTER image pixels covering various sand dune and sand sheet fields throughout the Western United States and Alaska.  This particular dune field (DS-3) represents Bruneau Dunes, Idaho and surrounding and adjacent barren areas along the Columbia River Basalts province. The accompanying zip file contains linear deconvolution-derived mineral fractional abundance maps for a three-component mixture model of Quartz, Potassic Feldspars and "Lithic Non-Vesicular Basalt", as well as RMS and residual errors. Each geotiff layer has an associated metadata file with further details.

Tags: climatologymeteorologyatmosphere, elevation, environment, geoscientificinformation, health, usgs-5a67ac64e4b06e28e9c57165
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2021 Site 0206 land-water classification data

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 398 sites that encompass the range of hydrological and ecological conditions for each stratum. As part of CRMS, land and water classifications are created from Digital Orthophoto Quarter Quadrangles (DOQQs) approximately every three years at all CRMS sites. A DOQQ is a raster image in which displacement in the image caused by sensor orientation and terrain relief has been removed and combines the image characteristics of a photo with geometric qualities of a map. The DOQQs generated for this project consist of 2021 Color Infrared (CIR) Digital Imagery. These images were classified into land and water categories using a threshold of the near infrared (NIR) band, followed by supervised and unsupervised classification.  Initial classification results are then reviewed by multiple image analysts to identify and manually recode errors. The final land-water classifications are intended to serve as both geographic and quantitative assessments of landscape composition on the date of acquisition. Five previous assessments have been conducted (2005, 2008, 2012, 2015/2016, and 2018). Once the program creates enough data points for statistical analyses, these data will be used for land area change rate calculation.

Tags: alteration-of-wetland-habitats, cartography, coastal, coastal-louisiana, crms, doqq, emergent-wetland, forested-wetland, geographic-information-system, imagerybasemapsearthcover, land-water, louisiana, mapping, marsh, protection, restoration, scrub-shrub-wetland, state-of-louisiana, usgs-653c1dc4d34ee4b6e05bc3ca, wetland, wetland-restoration
Organization: Department of the Interior
Water-quality measurements (three-dimensional) in nearshore Lake Erie in the vicinity of Villa Angela Beach and Euclid Creek, Cleveland, Ohio, June 10–12, 2019, and August 19–21, 2019

Water-quality constituents were measured along planned survey lines, which were generally perpendicular to the shoreline and spaced 100 meters apart, over an approximately 2.3-mile section of nearshore Lake Erie on June 10-12, 2019 (survey 1), and August 19-21, 2019 (survey 2), with a YSI EcoMapper autonomous underwater vehicle (AUV) using an undulating dive pattern (a 15-degree dive angle between the surface and 6 feet above the bottom). Water-quality data collected in this area included three-dimensional measurements of water temperature, specific conductance, pH, dissolved oxygen, chlorophyll, and phycocyanin (blue-green algae). The water-quality data were measured at 1-second intervals and were geo-referenced with the AUV onboard Global Positioning System (GPS WAAS) system. There was a total of 40 survey lines which typically started about 50 meters offshore and ended 500 meters offshore, and the survey lines covered the area around the mouth of Euclid Creek, Villa Angela Beach, Wildwood Marina, and the Easterly Wastewater Treatment Plant. Data were post-processed with a custom MATLAB script. Each water-quality measurement has an associated latitude and longitude (WGS84) and sample depth (in meters) below the surface. All water-quality sensors were calibrated per USGS standard methods prior to the start of the survey. These water-quality measurements were collected over the course of six total days, three in early summer (survey 1) and three in late summer (survey 2), to characterize circulation, mixing, and transport patterns in nearshore Lake Erie in the vicinity of Euclid Creek and Villa Angela Beach.

Tags: autonomous-underwater-vehicle-auv, chlorophyll, cleveland, density, dissolved-oxygen, easterly-wastewater-treatment-plant-wwtp, ecomapper, euclid-creek, geospatial-analysis, lake, lake-erie, nearshore, ohio, ph, phycocyanin-blue-green-algae, specific-conductance, surface-water-non-marine, temperature, united-states-of-america, usgs-60afe8ddd34e4043c856672d, villa-angela-beach, water-quality
Organization: Department of the Interior
01: Watersheds shapefile for the 15 study watersheds in Gwinnett County, Georgia

This Geographic Information System dataset contains a shapefile of the watershed drainage area boundaries for the 15 watersheds which were used in the study in Gwinnett County, Georgia. The watersheds were delineated with StreamStats.

Tags: drainage-basins, gwinnett-county, inlandwaters, state-of-georgia, stream-gage-measurement, usgs-63502ec8d34e47431c15c1b9, watershed
Organization: Department of the Interior
Landslides induced by the April 2007 Aisen Fjord earthquake, Chilean Patagonia

This inventory was originally created by Sepulveda and others (2010) describing the landslides triggered by the M6.2 Aysen Fjord (Chile) earthquake that occurred on 2007-04-21 at 17:53:46 UTC. Care should be taken when comparing with other inventories because different authors use different mapping techniques. This inventory also could be associated with other earthquakes such as aftershocks or triggered events. Please check the author methods summary and the original data source for more information on these details and to confirm the viability of this inventory for your specific use.
With the exception of the data from USGS sources, the inventory data and associated metadata were not acquired by the U.S. Geological Survey (USGS) and thus have not been reviewed for accuracy and completeness by the USGS. They are presented as part of this data series for convenience of the user only, as part of an effort to make published ground-failure inventories more accessible from a single aggregated site. No warranty, expressed or implied, is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.

Tags: earthquake, earthquake-hazards-program, earthquakes, ehp, geographic-information-system, geologic-hazards-science-center, ghsc, gis, ground-failure, groundfailure, inventory, landslide, landslides, landslides-hazards-program, lhp, secondary, secondary-hazards, usgs, usgs-5b5f36e3e4b006a11f66e599
Organization: Department of the Interior
Archival Logger Data from Female Polar Bears (Ursus maritimus) of the Southern Beaufort Sea by the USGS, April 2014-2016

This dataset contains archival logger data containing measures of tri-axial acceleration and conductivity for 6 female polar bears in the southern Beaufort Sea in April 2014-2016.

Tags: alaska, animals-vertebrates, bears, beaufort-sea, behavior, biota, carnivores, coastal-ecosystems, environment, mammals, marine-ecosystems, marine-mammals, physical-activity, polar-bear, species-life-history, ursus-maritimus, usgs-asc153, wildlife
Organization: Department of the Interior
Microsatellite genotypes and metadata for white-tailed deer samples from the Mid-Atlantic region of USA

Dataset containing information for white-tailed deer samples from Ohio, Pennsylvania, Maryland, Virginia and New York, genotyped for 11 microsatellites markers. Marker OvirQ should not be used as it presents alleles inconsistent with reported pattern, with some alleles separated by only 1 base pair and inconsistent between runs. Projected coordinates representing sampling location are in a user-defined CRS, similar to USA Contiguous Albers Equal Area Conic: "+proj=aea +lat_1=29.3 +lat_2=45.3 +lat_0=23 +lon_0=-96 +x_0=0 +y_0=0 +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs".

Tags: biota, genetics, maryland, new-york, ohio, pennsylvania, population-and-community-ecology, united-states, usgs-653179e0d34ee4b6e05bad29, virginia, wildlife-population-management
Organization: Department of the Interior
Data release of capacity and area of Grand Lake O' the Cherokees, northeastern Oklahoma, 2009

The U.S. Geological Survey, in cooperation with the Grand River Dam Authority, computed a 2009 capacity and area table of Grand Lake O’ the Cherokees. The capacity and area table defines the relation between the elevation of the water surface and the volume and area of water that is impounded. The capacity and area of Grand Lake O’ the Cherokees were computed from a Triangular Irregular Network (TIN) surface created in Esri ArcGIS 10.5.1, a geographic information system (GIS). The TIN surface was created from three datasets: (1) a 2009 Oklahoma Water Resources Board (OWRB) bathymetric survey of Grand Lake (OWRB, 2009, 2016), (2) a 2017 USGS bathymetric survey of the Neosho, Spring, and Elk Rivers (Hunter and others, 2017; Smith and others, 2017), and (3) a 2010 lidar-derived digital elevation model (DEM) (USGS, 2016a). Where the USGS and OWRB survey data overlapped, the more recently collected USGS data were given preference. The DEM data were used in areas with land-surface elevations above the conservation pool elevation of 743.40 ft above NAVD88. Because the OWRB (2009) bathymetric survey data were the predominant source of data used (in terms of quantity and areal coverage), the results and products of this data release and the report (Hunter and Labriola, 2019) were considered to reflect bathymetric conditions in 2009.

Tags: bathymetry, digital-elevation-models, geoscientificinformation, grand-lake-o-the-cherokees, inlandwaters, oklahoma, usgs-5bfc44f5e4b045bfcae30390, utilitiescommunication
Organization: Department of the Interior
DNA Microsatellite and Sex Identification Markers for Emperor Goose (Chen canagica) and Cross-Species Amplification of Microsatellites in Select Goose Species, Alaska 2016

This data set contains allele sizes for 30 individuals of 9 previously published and 20 novel microsatellite loci and the molecular sex verification (n = 31) of Emperor Geese (Chen canagica) from various locations across Alaska.  The allele sizes for the 20 microsatellite loci developed in this study are included for 10 White-fronted Geese (Anser albifrons) from Selawik, 11 Black Brant (Branta bernicla nigricans) from Kigigak Island, 10 Canada Geese (Branta canadensis) from Copper River Delta, and 9 Cackling Geese (Branta hutchinsii) from lower Kashunuk River (Hock Slough) and Tutakoke River.

Tags: alleles, animals-vertebrates, biodiversity, biota, birds, dna-mitochondrial, dna-sequencing, ducks-geese-swans, environment, genetic-diversity, genetic-markers, genetic-variance, genetics, microsatellite-repeats, polymerase-chain-reaction, polymorphism-genetic, population-dynamics, population-genetics, usgs-asc140, waterfowl, wildlife
Organization: Department of the Interior
Serum Urea and Creatinine Levels of Spring-Caught Polar Bears (Ursus maritimus) in the Southern Beaufort and Chukchi Seas

These data are serum urea nitrogen and creatinine levels for polar bears captured in the southern Beaufort Sea 1983-2016 and the Chukchi Sea 1987-1993 and 2008-2017. The dataset includes relevant information about the bears that were captured including the latitude and longitude of their capture location, capture date, age class and sex, the age and number of cubs accompanying an adult female, and whether the bear denned during the previous winter or exhibited signs of being engaged in mating behavior at the time of or just prior to capture.

Tags: alaska, animals-vertebrates, bears, beaufort-sea, biota, carnivores, chukchi-sea, coastal-ecosystems, creatinine, denning-behavior, environment, food-consumption, foraging-behavior, mammals, marine-ecosystems, marine-mammals, metabolites, polar-bear, urea, ursus-maritimus, usgs-asc141, wildlife, wildlife-food-habits
Organization: Department of the Interior
Central Mojave Desert Vegetation Mapping Project, California, 1997-1999

The U.S. Geological Survey (USGS) Data at Risk (DaR) team partnered with the USGS Southwest Biological Science Center (SBSC) to preserve and release tabular data, shapefiles and field photographs of the Central Mojave Desert from 1997-1999. The data were originally collected as part of an effort through the Desert Managers Group (DMG) to develop scientific information on the distribution and characteristics of vegetation in the eastern Mojave Desert of California. This data preservation effort recovers information from obsolete geospatial files, database files, and field photographs and releases it all in open-source formats. The data made available in this release provide historic context on the species composition and distributions of various plant communities in the Central Mojave Desert which can be used to contextualize changes in vegetation composition of the Mojave Desert ecosystem.
Aside from this project level summary, the pieces of this data release are as follows: 
-A Field Data ScienceBase item including a metadata record (Mojave-Vegetation-Mapping_Field-Data-Metadata.xml) and tabular field data (5 CSV files, Field_Data.zip)
-A Plots Points and Photographs ScienceBase item including a metadata record (Mojave-Vegetation-Mapping_Plots-Points-and-Photographs-Metadata.xml), a plots points locations shapefile (zipped shapefile, plots_points.zip), photographs (12 zip folders of TIFF files, Mojave_Images_Plots-##-##.zip) and a crosswalk resource to relate the images to plots points (Mojave_Images_Crosswalk.csv)
-A Special Features ScienceBase item including a metadata record (Mojave-Vegetation-Mapping_Spec-Feat-Points-Metadata.xml) and a special features points shapefile (zipped shapefile, spec_feat_points.zip)
-A Mojave Vegetation Polygons ScienceBase item including a metadata record (Mojave-Vegetation-Mapping_Mojave-Veg-Polygons-Metadata.xml), a Mojave vegetation polygons shapefile (zipped shapefile, mojave_veg_polygons.zip) and a label codes sheet that provides context for the vegetation classifications (LabelCodes.csv)

Tags: arid-lands, biota, california, california-plants, california-vegetation, china-lake-naval-weapons-center, death-valley-national-park, desert-southwest, ft-irwin-military-reservation, marine-corps-air-ground-combat-center, mojave-desert, mojave-national-preserve, mojave-plants, mojave-vegetation, national-vegetation-classification, north-america, southern-california, special-features, united-states, usgs-5a5f6eb7e4b06e28e9bfc2b5, vegetation, vegetation-alliances
Organization: Department of the Interior
EC_Q16.TIF - U.S. Atlantic East Coast EEZ GLORIA sidescan-sonar data mosaic (16 of 23) (ACEA, 50 m, Clarke1866)

From February to May 1987 the U.S. Geological Survey (USGS) conducted five cruises to cover the U.S. Atlantic Continental Margin Exclusive Economic Zone (EEZ) seaward of the continental shelf edge, and from the Canadian border southward to the northern Blake Plateau off Florida. As in earlier EEZ reconnaissance surveys, the USGS utilized the GLORIA (Geological LOng-Range Inclined Asdic) sidescan-sonar system to complete the geologic mapping. The collected GLORIA data were processed and digitally mosaicked to produce continuous imagery of the seafloor. Twenty-three digital mosaics of a 2 degree by 2 degree (or smaller) area with a 50-meter pixel resolution were completed for the U.S. Atlantic Continental Margin region.

Tags: acoustic-receivers, acoustic-reflectivity, atlantic-ocean, backscatter, baltimore-canyon, blake-escarpment, blake-plateau, blake-ridge, carolina-slope-and-rise, carolinian-ecoregion, charleston-bump, cmgp, coastal-and-marine-geology-program, continental-island-rise, continental-island-slope, continental-margin, continental-rise, continental-shelf, continental-slope, distributions, eez, exclusive-economic-zone, exclusive-economic-zone-eez, florida-slope, geological-long-range-inclined-asdic, georges-bank, geoscientificinformation, geotiff-image, gloria, gloria-gt-geological-long-range-inclined-asdic, grey-scale-image, gulf-of-maine-bay-of-fundy-ecoregion, hatteras-canyon, hendrickson-canyon, hudson-canyon, image-mosaics, imagerybasemapsearthcover, marine-geology, marine-geophysics, marine-oceanic, mid-atlantic-region, norfolk-canyon, ocean-bank-plateau, ocean-gt-atlantic-ocean, ocean-gt-atlantic-ocean-gt-north-atlantic-ocean-gt-caribbean-sea, ocean-gt-atlantic-ocean-gt-north-atlantic-ocean-gt-caribbean-sea-gt-bahamas, ocean-gt-atlantic-ocean-gt-north-atlantic-ocean-gt-georges-bank, ocean-gt-atlantic-ocean-gt-north-atlantic-ocean-gt-gulf-of-maine, oceans, oceans-gt-ocean-acoustics-gt-acoustic-reflectivity, physical-habitats-and-geomorphology, scotian-shelf-ecoregion, sea-floor-acoustic-reflectivity, sea-floor-characteristics, seabed, side-scan-sonar, sidescan-sonar, sidescan-sonar-mosaic, u-s-atlantic-coast, u-s-eastcoast, u-s-geological-survey, usgs, usgs-f6f7b986-7783-4145-95fa-546bcfd019a2, veatch-canyon, virginian-ecoregion, whsc, whsc-cruise-identifier-frnl87-1, whsc-cruise-identifier-frnl87-2, whsc-cruise-identifier-frnl87-3, whsc-cruise-identifier-frnl87-4, whsc-cruise-identifier-frnl87-5, whsc-serial-number-87004, whsc-serial-number-87008, whsc-serial-number-87010, whsc-serial-number-87015, whsc-serial-number-87018, woods-hole-science-center
Organization: Department of the Interior
Low-Temperature Thermochronometric Data from the Revelation Mountains, Western Alaska Range, 2013-2018

This dataset provides low-temperature thermochronometric data from 16 rock samples collected from the Revelation Mountains area in western Alaska Range. These data are from three different analyses used to estimate cooling ages: 1) apatite (U-Th)/He, 2) zircon (U-Th)/He, and 3) apatite fission-track.

Tags: alaska, alaska-range, apatite, earth-science, fission-track-dating, geochronology, geology, geoscientificinformation, low-temperature-thermochronology, mount-hesperus, radiometric-dating, revelation-mountains, u-th-he-geochronology, usgs-asc192, zircon
Organization: Department of the Interior
Sediments of Cape Cod Bay, Massachusetts (HOUGH42 shapefile)

Cape Cod Bay, lying on the Massachusetts coast partly enclosed by Cape Cod, is in a glaciated region of low relief.  Coarse sediments generally occur in areas exposed to wave and current action as in shallow water near shore or on shoals, and in the deep channel north of the tip of Cape Cod, which is swept by tidal currents.  Fine sediments are restricted to the deeper water in the central portion of the Bay, and to the small well-protected embayments of the shore. Although Hough (1942) is available as part of the NGDC Deck 41 Database, additional data from the original report were manually entered and, therefore, this file is unque.

Tags: atlantic, cape-cod-bay, cmgp, coastal-and-marine-geology-program, geographic-information-system, geoscientificinformation, geospatial-datasets, gis, lithology, location, marine-geology, massachusetts, navigational-data, new-england, oceans, open-file-report-03-001, point-shapefile, points, sea-floor-characteristics, sediment-classification, sediments, surficial-classification, texture, u-s-east-coast, u-s-geological-survey, usgs, usgs-54af79cd-3deb-422c-bbf3-9b733c7c50db, whsc, woods-hole-science-center
Organization: Department of the Interior