AndreaBozzo/ceres-open-data-index huggingface dataset:
Agricultural area by year between 1988 and 2000 in Kabul, Afghanistan

This multi-band raster dataset describes the extent of agricultural activity, including both growing and bare or fallow agricultural fields, surrounding the city of Kabul, Afghanistan for 1988 - 2020. Landsat multispectral images acquired at the height of each year's growing season were used to perform a combined vegetation and clay band ratio analysis. Each band of this raster dataset represents a single year of analysis result; Band 1 indicates agricultural area for 1988, Band 2 indicates that of 1989, and so on. Due to cloud coverage or gaps in the image record, an appropriate image was not available for nine of the years during this 32-year time period; in total 24 Landsat images were used.
Band 1 indicates agricultural area for 1988, 
Band 2 indicates agricultural area for 1990, 
Band 3 indicates agricultural area for 1992, 
Band 4 indicates agricultural area for 1993, 
Band 5 indicates agricultural area for 1994, 
Band 6 indicates agricultural area for 1995,
Band 7 indicates agricultural area for 1996,
Band 8 indicates agricultural area for 1997,
Band 9 indicates agricultural area for 1998,
Band 10 indicates agricultural area for 1999,
Band 11 indicates agricultural area for 2000,
Band 12 indicates agricultural area for 2001,
Band 13 indicates agricultural area for 2002,
Band 14 indicates agricultural area for 2003,
Band 15 indicates agricultural area for 2008,
Band 16 indicates agricultural area for 2011,
Band 17 indicates agricultural area for 2013,
Band 18 indicates agricultural area for 2014,
Band 19 indicates agricultural area for 2015,
Band 20 indicates agricultural area for 2016,
Band 21 indicates agricultural area for 2017, 
Band 22 indicates agricultural area for 2018,
Band 23 indicates agricultural area for 2019,
Band 24 indicates agricultural area for 2020.

Tags: agriculture, multispectral-imaging, remote-sensing, usgs-602c2520d34eb120311436cf
Organization: Department of the Interior
Measures of adenosine triphosphate in sperm from common carp (Cyprinus carpio) in spring and fall 2010 from Lake Mead, Arizona and Nevada, USA

Data include values obtained from files that were generated in the analysis of ATP levels from sperm derived from Common Carp.  Data were obtained with by using an ATP-binding luciferase assay, whereby standard curves were generated and experimental samples were analyzed per day of standard curve generation.  The luminescence intensities were recorded in relative light units (RLUs) and ATP calculated in relations to the number of cells used.

Tags: adenosine-triphosphate, atp, biota, contamination-and-pollution, fish, lake-mead, nevada, united-states, usgs-602c213dd34eb1203114356e, water-quality
Organization: Department of the Interior
Near-Surface Spatial Water-Quality Surveys along the Caloosahatchee River and St. Lucie River in July 2020 and the Caloosahatchee River in September 2020, south Florida

This U.S. Geological Survey (USGS) Data Release provides spatial water-quality data collected from the Caloosahatchee River and St. Lucie River July 13-15, 2020 and the Caloosahatchee River September 22 and 23 of 2019, south Florida.  The St. Lucie portion of the surveys was not able to be completed in September due to boat engine failure. Geo-referenced measurements of near surface water temperature, specific conductance, dissolved oxygen, pH, turbidity, chlorophyll fluorescence, phycocyanin fluorescence, and fluorescence of dissolved organic matter were recorded at 20 second intervals and nitrate+nitrite as nitrogen was recorded at 5 to 60 second intervals during water-quality surveys in order to create high resolution water-quality maps of the study area.

Tags: caloosahatchee-canal, caloosahatchee-river, chlorophyll, continuously-measured, dissolved-oxygen, field-deployment, fluorescent-dissolved-organic-matter, lake-okeechobee, nitratenitrite, north-fork-saint-lucie-river, ph, phycocyanin, saint-lucie-canal, saint-lucie-inlet, south-fork-saint-lucie-river, spatial, specific-conductance, turbidity, usgs-602c1c96d34eb1203114341e, water-quality, water-temperature
Organization: Department of the Interior
Data Release for the 2021 Update of the U.S. National Seismic Hazard Model for Hawaii

The 2021 update of the U.S. National Seismic Hazard Model for Hawaii succeeds the twenty-year-old former model by incorporating new data and modeling techniques to improve the ground shaking forecasts.  Output from the model includes probabilistic seismic hazard curves calculated for a 0.02° x 0.02° grid of latitude/longitude locations across Hawaii.  The new model provides an expanded suite of hazard curves for twenty-three different ground motion intensity measures, including PGA, PGV, and spectral accelerations between 0.01 and 10 second, and for eight separate soil site classes (VS30 = 1500 m/sec to 150 m/sec), representing NEHRP site classes A/B to E.  In addition, gridded uniform- hazard data are provided for 2 percent, 5 percent, and 10 percent probability of exceedance in 50 years for all of the ground motions and soil site classes previously mentioned. A set of the most frequently requested hazard maps and associated GIS data have been produced and are provided in this data release as well.
Additional maps and data portraying the chance of damaging earthquake shaking, comparison with the 2001 seismic hazard model, a research hazard model which incorporates declustered rate grids that are scaled to account for the total number of earthquakes in the full catalog, the seismicity catalogs used in the hazard model, and GPS velocity data and slip rates data on the décollements are also available for download in the "Child Items".

Tags: earthquakes, hawaii, hazards, seismology, usa, usgs-602c0b67d34eb12031143083
Organization: Department of the Interior
Isotope, organic carbon, and biostratigraphic data for the Hope Plantation (BE-110) and Smith Elementary School (CR-675) cores, North Carolina

Isotopic, geochemical, and calcareous nannofossil data for the Hope Plantation and Smith Elementary School cores

Tags: cenomanian, geochemistry, paleontology, turonian, usgs-602d0b0ed34eb120311487f6
Organization: Department of the Interior
Juvenile Smallmouth Bass Sampling from the Yellowstone River, Montana 2016-2019

Field data of age-0 smallmouth bass (Micropterus dolomieu) estimated age, lengths and weights, distribution from field sampling, and results from environmental DNA surveys from the Yellowstone River in Montana. Data were used in conjunction with existing stream temperature data from USGS gages to evaluate if temperature is related to age-0 size at the onset of winter.

Tags: biota, fish, usgs-602c430dd34eb120311442d7
Organization: Department of the Interior
Well Logs for the Jamestown sourcewater study area in upstate New York

This dataset includes well logs used in the creation of the Jamestown hydrogeologic framework.  Well logs were used from multiple sources (DEC, DOT, NWIS, ESOGIS, and recently digitized archived material) and were a crucial component in generating hydrogeologic layer elevations and thicknesses. Well logs are available in their original form on GeoLog Locator (https://webapps.usgs.gov/GeoLogLocator/#!/) and provided here in the digitized form (shapefiles and feature classes), which were used in the generation of the hydrogeologic framework.

Tags: aquifer-mapping, bedrock-mapping, cattaraugus-county, chautauqua-county, glacial-geology, jamestown, new-york, sourcewater, usgs-602bd56ad34eb120311427e2, valley-fill, well-log
Organization: Department of the Interior
Jamestown study area georeferenced TIFFs and digitized data

This dataset includes georeferenced TIFF files from two separate reports for the Jamestown study area that have been digitized into feature classes within ArcGIS. Not all digitized and georeferenced data was necessarily used in the final interpolations, however they may have contributed to understanding the local hydrogeology.

Tags: aquifer-mapping, bedrock-mapping, cattaraugus-county, chautauqua-county, glacial-geology, jamestown, new-york, sourcewater, usgs-602bd54cd34eb120311427e0, valley-fill
Organization: Department of the Interior
Organic and metal contaminants in fish tissue collected from the Niagara River Area of Concern, New York, 2018

Fish tissue from 203 samples collected at five locations in the Niagara River Area of Concern in 2018 were analyzed for a wide range of analytes including Polychlorinated Biphenyls (PCBs), pesticides (E1 and E2), polycyclic aromatic hydrocarbons (PAH), organochlorine and other persistent organic compounds, metals, lipid and moisture.  Over 230 analytes were analyzed in the tissue samples, including 160 PCB congeners.  Fish tissues from a subset of the sites (n=40) were also analyzed for Dioxins and Furans.  The data set includes a variety of laboratory quality assurance data including sample replicates, laboratory blank data, laboratory spike data, matrix spike recoveries, and replicate matrix spike recoveries.

Tags: contamination-and-pollution, dioxins, ecotoxicology, environmental-quality, erie, fish-tissue, furans, new-york, organochlorine-pesticides, pahs, polychlorinated-biphenyls-pcbs, usgs-60292018d34eb12031139957, water-quality
Organization: Department of the Interior
Movement of two prairie fishes in Oklahoma, USA, October-June (2018-2020)

This dataset provides field tagging and recapture information used to examine the movement patterns of Arkansas River Shiner Notropis girardi and Emerald Shiner Notropis atherinoides. Fish were tagged and recaptured from October 2018 to June 2020 over two field seasons. Tagged fish were collected using seine netting at seven locations in the first field season and four locations in the second field season. Once captured, all fish were anesthetized using buffered tricaine methanesulfonate before measuring and tagging. Over the first field season (2018-2019), all fish were tagged with two visible implant elastomer (VIE) tags. Arkansas River Shiner ≥ 50 mm total length were also tagged with a passive integrated transponder (PIT) tag, with the exception of one fish 49.16 that was mistakenly PIT tagged. Over the second field season (2019-2020), all fish were tagged with a micro transponder p-Chip. We recaptured fish using a random sampling strategy, where seine net transects were placed 10-m apart, perpendicular to stream flow. Within each 100-m section of the site, we randomly selected 8 of the 10 transects to seine on each sampling event. We conducted seine hauls 10-m apart along each selected transect. The initial sampling location on each transect was chosen using a random number between 1 and 10 where each number represented the initial sampling location (meters) from the access. Each seine haul thereafter was 10-m from each other to ensure we were not chasing fish to different locations. Each fish was carefully checked for tags. Four VIE tagging locations were used to create a unique tagging code for each 100-m section of each site: 1) anterior to the dorsal fin (nape), 2) laterally adjacent to the dorsal fin (dorsal), 3) posterior to the dorsal fin (rear dorsal), and 4) on the caudal peduncle (caudal). Four easy to distinguish VIE tag colors (yellow, orange, red, and blue) were used to create the tagging code. All PIT tags were 8 X 1.4 mm full duplex (FDX) PIT tags (Oregon RFID, Portland, OR, USA) and were inserted into the peritoneum just posterior to the left pelvic fin. P-Chips were injected subcutaneously left of the base of the dorsal fin using a 0.8 mm diameter injection needle.

Tags: animal-behavior, aquatic-biology, field-sampling, fish, usgs-60282c61d34eb12031139706
Organization: Department of the Interior
Lab evaluation of VIE, PIT, and p-Chip tagging methods in small bodied minnow species, Oklahoma State University Stillwater (2018-2020)

This dataset provides the survival, retention, and growth of Emerald Shiner Notropis atherinoides (EMS) tagged with passive integrated transponder (PIT) tags and Arkansas River Shiner Notropis girardi (ARS) tagged with visible implant elastomer (VIE), PIT, and micro transponder p-Chip tags. Experiments were undertaken in the laboratory at Oklahoma State University, Stillwater, OK, USA July 2018-March 2020. Emerald Shiner was initially tagged as a surrogate for Arkansas River Shiner to reduce the usage of this federally threatened species; however, we suspected that Emerald Shiner was not a suitable surrogate for Arkansas River Shiner due to low recaptures in the first field season. Thus, Arkansas River Shiner tagging was conducted. The EMS experiment examined the survival, retention, and growth of Emerald Shiner tagged with PIT tags over 90 days. ARS experiment 1 examined the survival, retention, and growth of Arkansas River Shiner tagged with VIE and PIT tags over 120 days. ARS experiment 1 also examined the effects of anesthesia (tricaine methanesulfonate) use. ARS experiment 2 examined the survival and retention of PIT tagged Arkansas River Shiner with anesthesia and a reduced handling time (i.e., no weighing). ARS experiment 3 examined the survival and retention of micro transponder p-Chip tagged Arkansas River Shiner with anesthesia and a reduced handling time (i.e., no weighing). Four VIE tagging locations were examined in ARS experiment 1: 1) anterior to the dorsal fin (nape), 2) laterally adjacent to the dorsal fin (dorsal), 3) posterior to the dorsal fin (rear dorsal), and 4) on the caudal peduncle (caudal). All PIT tags were 8 X 1.4 mm full duplex (FDX) PIT tags (Oregon RFID, Portland, OR, USA) and were inserted into the peritoneum just posterior to the left pelvic fin. P-Chips were injected subcutaneously left of the base of the dorsal fin using a 0.8 mm diameter injection needle.

Tags: aquatic-biology, fish, laboratory-experiments, usgs-60282bf4d34eb12031139702
Organization: Department of the Interior
Water-Use Flowmeter Readings in the Mississippi Delta from the Mississippi Department of Environmental Quality, Delta Voluntary Metering Program, 2014-2017

This dataset contains a zipped file of 4 files that contain measurements of total groundwater used in all permitted wells for aquaculture and irrigation purposes in the Mississippi Delta for each year from 2014 to 2017.  The files in this dataset are measurements provided by the Mississippi Department of Environmental Quality and were made using totalizing flowmeters installed on wells and reported to the Mississippi Department of Environmental Quality voluntarily.

Tags: aquaculture, biota, flowmeter, irrigation, mississippi, mississippi-delta, usgs-602700e6d34eb12031139660, water-use
Organization: Department of the Interior
Lands Permitted to Withdraw Groundwater from the Mississippi River Valley Alluvial Aquifer in the Mississippi Delta, 1999-2017

This dataset contains a zipped file of 19 shapefiles that present the lands permitted to withdraw groundwater for aquaculture and irrigation use from the Mississippi River Valley Alluvial Aquifer in the Mississippi Delta each year from 1999 through 2017.  The polygons in this dataset were provided by the Mississippi Department of Environmental Quality.

Tags: biota, irrigated-lands, mississippi, mississippi-delta, usgs-602700d8d34eb12031139654, water-use
Organization: Department of the Interior
Aquaculture and Irrigation Water-Use Estimates by Water Year for the Mississippi Alluvial Plain, 2000-2017

These water-use estimates represent the total amount of groundwater used for aquaculture and irrigation purposes within the Mississippi Alluvial Plain during each water year (October 1 - September 30). These totals are a summation of water use for aquaculture, cotton, corn, rice, soybeans, and all other crops for water years 2000 to 2017. Units are in cubic meters per square mile. This dataset is formatted as a NetCDF file, with each water year as a separate raster array table, and intended for modeling applications.

Tags: alabama, aquaculture-water-use, arkansas, illinois, kentucky, louisiana, mississippi, missouri, remote-sensing, tennessee, texas, usgs-602700d4d34eb12031139650, water-supply-and-demand, water-use
Organization: Department of the Interior
Annual Aquaculture and Irrigation Water-Use Estimates for the Mississippi Alluvial Plain, 1999-2017

The annual water-use rasters estimate the total amount of groundwater used for aquaculture and irrigation purposes within the Mississippi Alluvial Plain. This dataset contains 19 annual water-use rasters that are totals of 6 different use categories: aquaculture, cotton, corn, rice, soybeans, and all other crops. Units are in cubic meters per square mile.

Tags: alabama, aquaculture-water-use, arkansas, illinois, kentucky, louisiana, mississippi, missouri, remote-sensing, tennessee, texas, usgs-602700cfd34eb1203113964c, water-supply-and-demand, water-use
Organization: Department of the Interior
Data Files for USGS Response to Hurricane Maria Flooding in Puerto Rico and Characterization of Peak Streamflows Observed September 20-22, 2017

This data release provides topographic (horizontal and vertical) data for 78 sites, surveyed from November 2017 to July 2019 as part of documentation of flooding that occurred in Puerto Rico during and after Hurricane Maria (September to November 2017). Hurricane Maria made landfall the Island of Puerto Rico on September 20, 2017 and was one of the deadliest storms in U.S. history. The U.S. Geological Survey (USGS) personnel conducted topographic surveys at selected stream sites to facilitate hydraulic modeling of peak streamflows (or discharges) – termed indirect measurements – using published standard USGS methods and hydraulic modeling studies to establish new stage-discharge relations for sites at which flooding substantially changed the pre-existing relation. 
Indirect (post-flood) measurements are used to characterize flood peaks that could not be determined using direct methods (for example current-velocity meters, hydro-acoustic instruments or established stage-streamflow relations) because flood conditions exceeded the capabilities of those methods, streamgage sites could not be accessed during flooding, or safety issues precluded access by USGS personnel during flooding. The standard-step hydraulic method, often referred to as the step-backwater method, is a widely accepted one-dimensional hydraulic model to determine (theoretical) water-surface elevations at a location of interest for specified streamflows.

Tags: biota, hurricanes, usgs-6026f40bd34eb12031139606
Organization: Department of the Interior
Change in mass of birds pre- and post-koa moth outbreak, Hawaii Island, 2013-2014

Bird banding at 2 locations adjacent to one another (one in koa restoration forest, and other in native intact forest) at Hakalau Forest National Wildlife Refuge before and after the start of an outbreak by koa moths (Scotorythra paludicola) during 2013. Each bird was measured with an electronic scale accurate to 1/10th g. Results indicate that insectivorous birds increased in mass, on average, while generalist diet species showed marginally significant increases, and two out of three nectarivorous and frugivorous birds did not have significant change.

Tags: biota, birds, body-mass, diet, hakalau-forest-national-wildlife-refuge, hawaii-island, insect-outbreak, usgs-6026ee30d34eb12031139573
Organization: Department of the Interior
Forest bird diets before and during a moth outbreak, Hawaii Island, 2013-2014

Arthropods are important prey for most forest birds in Hawaii. The relative abundance of arthropods on koa (Acacia koa) changed significantly during an outbreak of the koa moth (Scotorythra paludicola) that occurred across much of Hawaii Island during 2013-2014. The outbreak resulted in large tracts of koa forest becoming defoliated by large numbers of koa moth caterpillars. This data release includes metadata and tabular data that documents how bird diets changed at Hakalau Forest National Wildlife Refuge during the outbreak. The data set documents numbers of koa moth caterpillars and other arthropod prey consumed by forest birds prior to, and during the koa moth outbreak. Diets were reconstructed by identifying arthropod body parts from bird fecal samples collected during mist-netting operations conducted at two study sites dominated by koa.

Tags: biota, birds, caterpillar, diet, hakalau-forest-national-wildlife-refuge, hawaii-island, insect-outbreak, usgs-6026ed62d34eb12031139557
Organization: Department of the Interior
Monthly Withdrawal Rates Used in the Aquaculture and Irrigation Water-Use Model Version 1.0 and Summary of Irrigated Acres in the Mississippi Delta

These data are comprised of tables containing the total number of irrigated acres estimated from AIWUM version 1.0 within the Mississippi Delta as defined by Ladd and Travers (2019) and the average withdrawal rates used as input to AIWUM version 1.0 for 6 different categories: aquaculture, cotton, corn, rice, soybeans, and all other crops. Units for the irrigated acres and average withdrawal rates are acres and acre-feet per acre (or feet), respectively.

Tags: aquaculture-water-use, irrigated-lands, usgs-6026eaafd34eb12031139516, water-supply-and-demand, water-use, withdrawal-rates
Organization: Department of the Interior
Enhanced Grayscale TIFF Image of the 2-m Sidescan-Sonar Data From National Oceanic and Atmospheric Administration (NOAA) Survey H11346 of the Sea Floor in the Vicinity of Edgartown Harbor, Massachusetts (H11346_2MSSS_UTM19.TIF, UTM Zone 19, NAD83)

The U.S. Geological Survey (USGS), in cooperation with the National Oceanic and Atmospheric Administration (NOAA) and the Massachusetts Office of Coastal Zone Management (MA CZM), is producing detailed geologic maps of the coastal sea floor. Imagery, originally collected by NOAA for charting purposes, provides a fundamental framework for research and management activities along this part of the Massachusetts coastline, shows the composition and terrain of the seabed, and provides information on sediment transport and benthic habitat. Interpretive data layers were derived from the combined single-beam and multibeam echo-sounder data and sidescan-sonar data collected in the vicinity of Edgartown Harbor, Massachusetts.  During August 2008 seismic-reflection profiles (Boomer and Chirp) were acquired, and during September 2008 bottom photographs and surficial sediment data were acquired as part of two ground-truth reconnaissance surveys.

Tags: atlantic-ocean, backscatter, cape-poge, chappaquiddick-island, cmgp, coastal-and-marine-geology-program, edgartown, edgartown-harbor, enhanced, geoscientificinformation, geospatial-datasets, geotiff, grayscale-image, h11346, image-mosaics, imagerybasemapsearthcover, klein-t-5000, marine-geophysics, marthas-vineyard, massachusetts, nantucket-sound, national-oceanic-and-atmospheric-administration, noaa, noaa-survey-h11346, north-america, oceans, ofr-2009-1001, open-file-report-2009-1001, sea-floor-acoustic-reflectivity, sidescan-sonar, sidescan-sonar-mosaic, u-s-east-coast, u-s-geological-survey, united-states, usgs, usgs-60265a0f-279c-41d6-b238-93ebeba6e580, usgs-woods-hole-coastal-and-marine-science-center, whcmsc
Organization: Department of the Interior
Data on grasshopper composition in the Thunder Basin National Grassland, Wyoming, USA

Grasshopper biomass and species-level diversity was recorded at locations on and off prairie dog colonies in the Thunder Basin National Grassland, Wyoming, USA.  Data were collected in order to record the association between grasshopper communities and prairie dog colonies.

Tags: biota, insects, thunder-basin-national-grassland, united-states, usgs-6025a1e8d34eb12031138eac, wyoming
Organization: Department of the Interior