AndreaBozzo/ceres-open-data-index huggingface dataset:
Inundation Exposure Assessment for Mejit Island, Republic of the Marshall Islands

As a low-lying island nation, the Republic of the Marshall Islands (RMI) is at the forefront of exposure to climate change impacts, including, primarily, inundation (coastal flooding).  Increased water levels can stem from episodic events (storm surge, wave run-up, king tides) or from chronic conditions (long term sea-level rise).  Land elevation is the primary geophysical variable that determines exposure to inundation in coastal settings.  Accordingly, accurate coastal elevation data are a critical input for assessments of inundation exposure and vulnerability.  Previous research has demonstrated that the quality of data used for elevation-based assessments must be well understood and applied to properly model potential impacts.  The vertical uncertainty of the input elevation data controls to a large extent the increments of water level increase and planning horizons that can be effectively used in an assessment.  Recent high-resolution elevation data along the coast, such as the digital elevation models (DEMs) used here, exhibit high vertical accuracy, and thus have become indispensable for inundation exposure assessments.  When properly characterized, the vertical accuracy of the high-resolution, high-accuracy elevation data can be used to generate maps and report assessment results with the uncertainty stated in terms of a specific confidence level, which is the approach employed here.  This data release includes the results of a quantitative assessment of inundation exposure for Mejit Island, including rigorous accounting for the vertical uncertainty in the input elevation model data.  Areas subject to marine inundation (direct hydrologic connection to the ocean) and low-lying land (no direct hydrologic flowpath to the ocean) were mapped and characterized for different inundation levels.

Tags: atoll, coastal-flooding, coastal-inundation, digital-elevation-model, elevation, flooding, geoscientificinformation, inundation, island, mejit-island, pacific-ocean, republic-of-the-marshall-islands, rmi, sea-level-rise, usgs-65837577d34eff134d4246ea, vertical-uncertainty
Organization: Department of the Interior
Inundation Exposure Assessment for Likiep Island, Likiep Atoll, Republic of the Marshall Islands

As a low-lying island nation, the Republic of the Marshall Islands (RMI) is at the forefront of exposure to climate change impacts, including, primarily, inundation (coastal flooding).  Increased water levels can stem from episodic events (storm surge, wave run-up, king tides) or from chronic conditions (long term sea-level rise).  Land elevation is the primary geophysical variable that determines exposure to inundation in coastal settings.  Accordingly, accurate coastal elevation data are a critical input for assessments of inundation exposure and vulnerability.  Previous research has demonstrated that the quality of data used for elevation-based assessments must be well understood and applied to properly model potential impacts.  The vertical uncertainty of the input elevation data controls to a large extent the increments of water level increase and planning horizons that can be effectively used in an assessment.  Recent high-resolution elevation data along the coast, such as the digital elevation models (DEMs) used here, exhibit high vertical accuracy, and thus have become indispensable for inundation exposure assessments.  When properly characterized, the vertical accuracy of the high-resolution, high-accuracy elevation data can be used to generate maps and report assessment results with the uncertainty stated in terms of a specific confidence level, which is the approach employed here.  This data release includes the results of a quantitative assessment of inundation exposure for Likiep Island in Likiep Atoll, including rigorous accounting for the vertical uncertainty in the input elevation model data.  Areas subject to marine inundation (direct hydrologic connection to the ocean) and low-lying land (no direct hydrologic flowpath to the ocean) were mapped and characterized for different inundation levels.

Tags: atoll, coastal-flooding, coastal-inundation, digital-elevation-model, elevation, flooding, geoscientificinformation, inundation, island, likiep-atoll, likiep-island, pacific-ocean, republic-of-the-marshall-islands, rmi, sea-level-rise, usgs-65837391d34eff134d424692, vertical-uncertainty
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2015, 2018, and 2021 Site 0568 land-water matrix

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring to determine the efficacy of these projects. 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 390 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. This dataset consists of a matrix of six land-water products (2005, 2008, 2012, 2015, 2018, and 2021).  The resulting matrix has 64 possible classes defined by the combination of land and water categories on those six dates.

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-6569ff05d34e6dde1a4ae2a8, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Inundation Exposure Assessment for Ebon Island, Ebon Atoll, Republic of the Marshall Islands

As a low-lying island nation, the Republic of the Marshall Islands (RMI) is at the forefront of exposure to climate change impacts, including, primarily, inundation (coastal flooding).  Increased water levels can stem from episodic events (storm surge, wave run-up, king tides) or from chronic conditions (long term sea-level rise).  Land elevation is the primary geophysical variable that determines exposure to inundation in coastal settings.  Accordingly, accurate coastal elevation data are a critical input for assessments of inundation exposure and vulnerability.  Previous research has demonstrated that the quality of data used for elevation-based assessments must be well understood and applied to properly model potential impacts.  The vertical uncertainty of the input elevation data controls to a large extent the increments of water level increase and planning horizons that can be effectively used in an assessment.  Recent high-resolution elevation data along the coast, such as the digital elevation models (DEMs) used here, exhibit high vertical accuracy, and thus have become indispensable for inundation exposure assessments.  When properly characterized, the vertical accuracy of the high-resolution, high-accuracy elevation data can be used to generate maps and report assessment results with the uncertainty stated in terms of a specific confidence level, which is the approach employed here.  This data release includes the results of a quantitative assessment of inundation exposure for Ebon Island in Ebon Atoll, including rigorous accounting for the vertical uncertainty in the input elevation model data.  Areas subject to marine inundation (direct hydrologic connection to the ocean) and low-lying land (no direct hydrologic flowpath to the ocean) were mapped and characterized for different inundation levels.

Tags: atoll, coastal-flooding, coastal-inundation, digital-elevation-model, ebon-atoll, ebon-island, elevation, flooding, geoscientificinformation, inundation, island, pacific-ocean, republic-of-the-marshall-islands, rmi, sea-level-rise, usgs-6583720fd34eff134d424652, vertical-uncertainty
Organization: Department of the Interior
Inundation Exposure Assessment for Tobal Island, Aur Atoll, Republic of the Marshall Islands

As a low-lying island nation, the Republic of the Marshall Islands (RMI) is at the forefront of exposure to climate change impacts, including, primarily, inundation (coastal flooding).  Increased water levels can stem from episodic events (storm surge, wave run-up, king tides) or from chronic conditions (long term sea-level rise).  Land elevation is the primary geophysical variable that determines exposure to inundation in coastal settings.  Accordingly, accurate coastal elevation data are a critical input for assessments of inundation exposure and vulnerability.  Previous research has demonstrated that the quality of data used for elevation-based assessments must be well understood and applied to properly model potential impacts.  The vertical uncertainty of the input elevation data controls to a large extent the increments of water level increase and planning horizons that can be effectively used in an assessment.  Recent high-resolution elevation data along the coast, such as the digital elevation models (DEMs) used here, exhibit high vertical accuracy, and thus have become indispensable for inundation exposure assessments.  When properly characterized, the vertical accuracy of the high-resolution, high-accuracy elevation data can be used to generate maps and report assessment results with the uncertainty stated in terms of a specific confidence level, which is the approach employed here.  This data release includes the results of a quantitative assessment of inundation exposure for Tobal Island in Aur Atoll, including rigorous accounting for the vertical uncertainty in the input elevation model data.  Areas subject to marine inundation (direct hydrologic connection to the ocean) and low-lying land (no direct hydrologic flowpath to the ocean) were mapped and characterized for different inundation levels.

Tags: atoll, aur-atoll, coastal-flooding, coastal-inundation, digital-elevation-model, elevation, flooding, geoscientificinformation, inundation, island, pacific-ocean, republic-of-the-marshall-islands, rmi, sea-level-rise, tobal-island, usgs-65836efad34eff134d42455d, vertical-uncertainty
Organization: Department of the Interior
Modeled Nutrient and Sediment Concentrations from Major Rivers in Illinois Based on Continuous Monitoring from October 1, 2015, through September 30, 2022

During water years 2016–2022 (a water year begins on October 1 and ends on September 30), the U.S. Geological Survey (USGS), in cooperation with the Illinois Environmental Protection Agency (Illinois EPA), operated continuous monitoring stations on eight of the major rivers in Illinois to better quantify nutrient and sediment loadings from the State of Illinois to the Mississippi River. This data release presents estimates of daily nitrate, phosphorus, and suspended sediment concentrations and uncertainty over that period. The concentration estimates are based on a combination of discrete sampling and surrogate regression (imputation); see Hodson and others (2021) for details on the imputation model. The data release comprises a single comma-separated values (csv) file containing daily timeseries of concentration and uncertainty for each monitoring station. 
Reference cited: 
Hodson, T.O., Terrio, P.J., Peake, C.S., and Fazio, D.J., 2021, Continuous Monitoring and Bayesian Estimation of Nutrient and Sediment Loads from Illinois Watersheds, for water years 2016–2020: U.S. Geological Survey Scientific Investigations Report 2021-5092. [Also available at https://doi.org/10.3133/sir20215092].

Tags: big-muddy-river, continuous-monitoring, embarras-river, green-river, illinois, illinois-river, kaskaskia-river, little-wabash-river, nitrate, rock-river, suspended-sediment-concentration, total-phosphorus, usgs-6581f8d9d34e38c885a5dd9e, vermilion-river, water-quality
Organization: Department of the Interior
Grid representing the top of the Pennsylvanian-age units in western Sarpy County, Nebraska

This dataset is a raster representing the estimated altitude of the top of the Pennsylvanian-age units in western Sarpy County. This dataset was developed as part of a cooperative study between the Papillion-Missouri River Natural Resources District (PMRNRD) and USGS which began in 2017.  The goal of this study was to develop a hydrogeologic visualization model of western Sarpy County using GeoScene3D. In 2016, the PMRNRD arranged for airborne electromagnetic surveys (AEM) of the area to be completed to better understand the stratigraphy and hydrogeology of the western Sarpy County area. The PMRNRD determined that they wanted to incorporate the AEM data into a visualization tool (Geoscene3D) that would allow PMRNRD staff to easily interact with the AEM data and integrate it with other hydrogeologic and groundwater-quality data. The completed Geoscene3D project was assembled to allow PMRNRD managers to visualize the groundwater systems and associated water-quality results in Sarpy County and enable them to make more informed groundwater resource-planning decisions in the future.

Tags: airborne-electromagnetic-survey, big-papillion-mosquito, electrical-resistivity-imaging, geoscientificinformation, gretna, groundwater, groundwater-and-surface-water-interaction, hydrogeology, lithostratigraphy, lower-elkhorn, lower-platte, omaha-south, papillion, sarpy-county, springfield, usgs-6581c7d7d34e38c885a5d0da
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2015, 2018, and 2021 Site 0567 land-water matrix

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring to determine the efficacy of these projects. 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 390 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. This dataset consists of a matrix of six land-water products (2005, 2008, 2012, 2015, 2018, and 2021).  The resulting matrix has 64 possible classes defined by the combination of land and water categories on those six dates.

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-6569ff01d34e6dde1a4ae2a6, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2015, 2018, and 2021 Site 0565 land-water matrix

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring to determine the efficacy of these projects. 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 390 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. This dataset consists of a matrix of six land-water products (2005, 2008, 2012, 2015, 2018, and 2021).  The resulting matrix has 64 possible classes defined by the combination of land and water categories on those six dates.

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-6569fefdd34e6dde1a4ae2a4, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Grid representing the top of the Dakota Sandstone in western Sarpy County

This dataset is a raster representing the estimated altitude of the top of the Dakota Sandstone in western Sarpy County. This dataset was developed as part of a cooperative study between the Papillion-Missouri River Natural Resources District (PMRNRD) and USGS which began in 2017.  The goal of this study was to develop a hydrogeologic visualization model of western Sarpy County using GeoScene3D. In 2016, the  contracted airborne electromagnetic surveys (AEM) of the area to be completed to better understand the stratigraphy and hydrogeology of the western Sarpy County area. The PMRNRD determined that they wanted to incorporate the AEM data into a visualization tool (Geoscene 3D) that would allow PMRNRD staff to easily interact with the AEM data and integrate it with other hydrogeologic and groundwater-quality data. The completed Geoscene3D project was assembled to allow PMRNRD managers to visualize the groundwater systems and associated water-quality results in Sarpy County and enable them to make more informed groundwater resource-planning decisions in the future.

Tags: airborne-electromagnetic-survey, big-papillion-mosquito, electrical-resistivity-imaging, geoscientificinformation, gretna, groundwater, groundwater-and-surface-water-interaction, hydrogeology, lithostratigraphy, lower-elkhorn, lower-platte, omaha-south, papillion, sarpy-county, springfield, usgs-6581c703d34e38c885a5d0cb
Organization: Department of the Interior
Reported and inventoried crop type and irrigated acreage for selected counties in Florida, 1987-2023

Individual county tables summarizing the inventoried acreage by crop type and irrigation system were compiled for 11 counties: Brevard, Clay, Duval, Flagler, Indian River, Nassau, Osceola, Putnam, Seminole, St. Johns, and Volusia. The irrigated acreage totals were derived from analyses of satellite and aerial imagery.  Crop types and irrigation system types were verified during field trips that started in November 2022 and concluded in August 2023. In addition, the tables provide acreage totals by crop type reported by the U.S. Department of Agriculture from 1987 through 2017, and Florida Statewide Agricultural Irrigation Demand for 2019-20.

Tags: brevard-county, clay-county, crop-type, duval-county, environment, farming, flagler-county, florida, florida-department-of-agriculture-and-consumer-services, groundwater, image-collections-aerial-photography, indian-river-county, inlandwaters, irrigation-type, land-use, land-use-classification-codes, nassau-county, osceola-county, putnam-county, seminole-county, st-johns-county, st-johns-river-water-management-district, surface-water, usgs-6581c564d34e38c885a5d0ae, volusia-county
Organization: Department of the Interior
Influenza Vaccination Coverage for All Ages (6+ Months)

Influenza Vaccination Coverage for All Ages (6+ Months)

• Data on influenza vaccination coverage from the National Immunization Survey-Flu (NIS-Flu) and the Behavioral Risk Factor Surveillance System (BRFSS) for the general population at the national, regional, and state levels by age group and race/ethnicity.
 
• Additional information available at https://www.cdc.gov/flu/fluvaxview/index.htm

Tags: flu-vaccination, immunization, influenza, influenza-coverage, vaccination, vaccination-coverage, vaxviews
Organization: U.S. Department of Health & Human Services
At-site flood frequency for 139 urban streamgages in Tennessee and parts of Alabama, Georgia, Mississippi, North Carolina, and South Carolina using data through water year 2022

This dataset contains site information and results of flood-frequency analysis for 139 urban streamflow gaging stations (streamgages) operated by the U.S. Geological Survey (USGS) in Tennessee and parts of Alabama, Georgia, Mississippi, North Carolina, and South Carolina.  Developed imperviousness in the basins, based on the 2011 National Land Cover Database, was at least 10 percent (Homer and others, 2015).  Drainage areas of the streamgage basins ranged from 0.15 - 161 square miles.  Annual peak-flow data from the 1947 - 2022 water years were used in the study (U.S. Geological Survey, 2024).  Peak-flow (.pkf), specification (.psf), output (.PRT), and export (.EXP) files from flood-frequency analysis in USGS PeakFQ software (Veilleux and others, 2014; Flynn and others, 2006) are provided.  Site information and results of flood-frequency analysis are provided in .csv format.

Tags: alabama, developed-imperviousness, flood-frequency, georgia, lower-mississippi-region-2-digit-hydrologic-unit-code-08, mississippi, north-carolina, ohio-region-2-digit-hydrologic-unit-code-05, south-atlantic-gulf-region-2-digit-hydrologic-unit-code-03, south-carolina, tennessee, tennessee-region-2-digit-hydrologic-unit-code-06, usgs-6580a23ed34e23d35332562d
Organization: Department of the Interior
Medicare Fee-For-Service  Public Provider Enrollment

The Medicare Fee-For-Service Public Provider Enrollment dataset includes information on providers who are actively approved to bill Medicare or have completed the 855O at the time the data was pulled from the Provider Enrollment, Chain, and Ownership System (PECOS). The release of this provider enrollment data is not related to other provider information releases such as Physician Compare or Data Transparency.

Tags: medicare, original-medicare, provider-enrollment
Organization: U.S. Department of Health & Human Services
Chemical and Biological Data from a Study on Evaluation of Chronic Effects of Potassium Chloride and Nickel on Survival, Growth, and Reproduction of a Unionid Mussel (Lampsilis siliquoidea)

We conducted multiple toxicity tests to (1) evaluate the survival and growth of juvenile mussels (Fatmucket, Lampsilis siliquoidea) in a standard 4-week and a longer-term 12-week exposures following a method refined from the standard method using two common reference toxicants (potassium chloride [KCl] and nickel [Ni]); (2) evaluate reproductive endpoints from reproductive KCl and Ni toxicity tests. Reproductive toxicity tests started with Fatmucket brooding mature glochidia to five concentrations of K and Ni for 6 weeks. Subsamples of glochidia were then removed from the adults to determine (1) the viability of brooded glochidia; (2) the viability of free glochidia in a 24-h additional exposure; and (3) success of glochidia parasitism. In this data release we report individual biological, chemical, and water quality measurements from each toxicity test.

Tags: biota, boone-county-mo, columbia-environmental-research-center, ecotoxicology, freshwater-mussels, life-stages, major-ion-toxicity, metals, mollusks, standard-methods, test-duration, usgs-65804f39d34e23d353324e37
Organization: Department of the Interior