AndreaBozzo/ceres-open-data-index huggingface dataset:
Projected coastal flooding extents for 1-, 20-, and 100-year return interval storms and 0.00, +0.25, +0.50, +1.00, +1.50, +2.00, and +3.00 meter sea-level rise scenarios in the Hawaiian Islands

This data release provides flooding extent polygons based on sea-level rise and wave-driven total water levels for the coast of the most populated Hawaiian Islands of Oahu, Molokai, Kauai, Maui, and Big Island. Oceanographic, coastal engineering, ecologic, and geospatial data and tools were combined to evaluate the increased risks of storm-induced coastal flooding due to climate change and sea-level rise. We followed risk-based valuation approaches to map flooding due to waves and storm surge at 10-m2 resolution along these islands' coastlines for annual (1-year), 20-year, and 100-year return-interval storm events and +0.25 m, +0.50 m, +1.00 m, +1.50 m, +2.00 m, and +3.00 m sea-level rise scenarios.

Tags: climate-change, cmhrp, coastal-and-marine-hazards-and-resources-program, coastal-processes, earth-sciences, effects-of-climate-change, environment, environmental-equity, environmental-justice, flooding, floods, geoscientificinformation, geospatial-datasets, hawaiian-islands, island-of-hawaii, kauai, mathematical-modeling, maui, molokai, oahu, oceans, pacific-coastal-and-marine-science-center, pcmsc, physical-habitats-and-geomorphology, predictions, sea-level-change, spatial-analysis, state-of-hawaii, storms, u-s-geological-survey, usgs, usgs-64821d2cd34eac007b580e05, waves
Organization: Department of the Interior
Puuhonua o Honaunau and Kaloko-Honokohau National Historical Parks, carbon dioxide treatment and qPCR eDNA assays for eradicating and monitoring invasive fish in anchialine pools, primer specificity, 2019-2022

This data release documents specificity of quantitative polymerase chain reaction (qPCR) assays to detect environmental DNA (eDNA) from tilapia, western mosquito fish and guppies. These assays provide new tools for resource managers to monitor effectiveness of management efforts to remove invasive fish from anchialine pools in Hawaii and to also survey pools for presence and absence of invasive fish. The lab work was conducted during 2019-2022.

Tags: biota, environmental-dna, hawaii-island, invasive-fish, koloko-honokohau-national-historical-park, puuhonua-o-honaunau-national-historical-park, quantitative-pcr, usgs-647eb516d34eac007b55ee36
Organization: Department of the Interior
Mercury Stable Isotope Assessment of Dragonflies and Fish Tissues across United States National Parks

This dataset details mercury (Hg) stable isotope values in dragonflies and fish tissues collected across U.S. National Parks. Dragonfly samples were collected as part of the Dragonfly Mercury Project (https://geonarrative.usgs.gov/dmp/), a citizen science project focused on using dragonfly larvae as biosentinels for Hg bioaccumulation. Fish were collected as part of separate park-wide monitoring initiatives. Biological samples were collected from 2014-2019 and composited for Hg stable isotopes measurements by the U.S. Geological Survey Contaminant Ecology Research Laboratory (CERL, Corvallis, Oregon). Measurements for Hg isotopes were performed by the U.S. Geological Survey Mercury Research Laboratory (MRL, Madison, Wisconsin).

Tags: acadia-national-park, big-bend-national-park, death-valley-national-park, denali-national-park, everglades-national-park, food-web, glacier-bay-national-park, great-basin-national-park, great-smoky-mountains-national-park, isotopic-analysis, katmai-national-park, lake-clark-national-park, lassen-volcanic-national-park, mammoth-cave-national-park, mercury-contamination, mount-rainier-national-park, north-cascades-national-park, olympic-national-park, redwood-national-park, rocky-mountain-national-park, saguaro-national-park, sequoia-national-park, shenandoah-national-park, usgs-649c62d1d34ef77fcb03376e, yellowstone-national-park, yosemite-national-park, zion-national-park
Organization: Department of the Interior
Breakthrough curves from particle tracking simulations of dye release experiment at Searcys Bend near Columbia, Missouri, May 5, 2021

This dataset contains breakthrough curves calculated from particle tracking simulations of the dye experiment at Searcys Bend for each of the seven fluorometer locations. Breakthrough curves were generated using a custom script written in the Python programming language that counts the number of points within a pre-defined polygon representing a fluorometer location at each timestep. Two different polygon types were used: one with a buffer of 15 meters around each fluorometer location, with the other being a 10-meter-wide rectangle centered over the fluorometer location perpendicular to the direction of flow and covering the entire width of the channel. Breakthrough curves were generated using both polygon types for each model corresponding to a multiple of the lateral eddy viscosity (LEV) parameter, resulting in a total of 8 different files.

Tags: aquatic-biology, hydrology, inlandwaters, usgs-6499df38d34ef77fcb02b615, water-resources
Organization: Department of the Interior
Projected coastal flooding depths for 1-, 20-, and 100-year return interval storms and 0.00, +0.25, +0.50, +1.00, +1.50, +2.00, and +3.00 meter sea-level rise scenarios in the Hawaiian Islands (ver. 1.1, September 2024)

This data release provides flood depth GeoTIFFs based on sea-level rise and wave-driven total water levels for the coast of the most populated Hawaiian Islands of Oahu, Molokai, Kauai, Maui, and Big Island. Oceanographic, coastal engineering, ecologic, and geospatial data and tools were combined to evaluate the increased risks of storm-induced coastal flooding in the populated Hawaiian Islands due to climate change and sea-level rise. We followed risk-based valuation approaches to map flooding due to waves and storm surge at 10-m2 resolution along the coastlines for annual (1-year), 20-year, and 100-year return-interval storm events and +0.25 m, +0.50 m, +1.00 m, +1.50 m, +2.00 m, and +3.00 m sea-level rise scenarios.

Tags: climate-change, cmhrp, coastal-and-marine-hazards-and-resources-program, coastal-processes, earth-sciences, effects-of-climate-change, environment, environmental-equity, environmental-justice, flooding, floods, geoscientificinformation, geospatial-datasets, hawaiian-islands, island-of-hawaii, kauai, mathematical-modeling, maui, molokai, oahu, oceans, pacific-coastal-and-marine-science-center, pcmsc, physical-habitats-and-geomorphology, predictions, sea-level-change, spatial-analysis, state-of-hawaii, storms, u-s-geological-survey, usgs, usgs-64821d43d34eac007b580e08, waves
Organization: Department of the Interior
Puuhonua o Honaunau and Kaloko-Honokohau National Historical Parks, carbon dioxide treatment and qPCR eDNA assays for eradicating and monitoring invasive fish in anchialine pools, evaluation of assays, 2019-2022

This data release documents results of quantitative polymerase chain reaction (qPCR) assays to detect environmental DNA (eDNA) from tilapia, western mosquito fish and guppies in pools with known fish populations and in pre and post-treatment samples from pools that were treated with carbon dioxide gas.  These assays provide new tools for resource managers to monitor effectiveness of management efforts to remove invasive fish from anchialine pools in Hawaii and to also survey pools for presence and absence of invasive fish. The lab work was conducted during 2019-2022.

Tags: biota, environmental-dna, hawaii-island, invasive-fish, koloko-honokohau-national-historical-park, puuhonua-o-honaunau-national-historical-park, quantitative-pcr, usgs-647eb40ed34eac007b55ee33
Organization: Department of the Interior
Table 2. Estimated public-supply water withdrawals by water source and PRASA public water system in Puerto Rico, 2018

Public-supply water withdrawals in Puerto Rico have been compiled annually since 2014 as part of an ongoing effort between the Puerto Rico Aqueduct and Sewer Authority and the U.S Geological Survey. In 2018, the total amount of public-supply water withdrawn in Puerto Rico was estimated at 593 million gallons per day (Mgal/d) from freshwater sources. Surface-water withdrawals accounted for 533 Mgal/d (90 percent) and groundwater withdrawals accounted for 60 Mgal/d (10 percent). Population served by public-supply water systems accounted for 3.4 million people, almost 100 percent of the total population. Public-supply water withdrawals were tabulated by municipality and by public water system.

Tags: domestic-water-use, environment, inlandwaters, public-supply, usgs-6408d169d34e76f5f75e4a5c, water-use, water-withdrawals, withdrawals
Organization: Department of the Interior
Data to support surface elevation change and vertical accretion data to support assessment of hummock formation/loss in tidal freshwater forested wetlands along the U.S. Atlantic coast (2009-2021)

This study evaluated surface elevation change and vertical accretion of sediments in hollows and on top of hummocks associated with the base of tree stems in tidal freshwater forested wetlands. Sites were along a gradient of habitat change from freshwater forest to marsh and tracked hollow subsidence and in-filling with transgression over 6 (Virginia) to 12 (South Carolina/Georgia) years. Both deep and shallow Surface Elevation Tables (SETs) were used and compared with accretion of surficial sediments during overlapping assessment periods.

Tags: biota, hollow, hummock, mattaponi-river-virginia-usa, pamunkey-river-virginia-usa, savannah-river-georgia-usa, sediment-elevation-tables, tidal-freshwater-rivers, usgs-64146d75d34eb496d1ceb453, waccamaw-river-south-carolina-usa
Organization: Department of the Interior
Rapid-response digital elevation models of the 2020-present summit eruptions at Kilauea Volcano, Island of Hawai'i (updated 2025-09-16)

We depict changing eruptive features within the summit caldera of Kilauea volcano, Island of Hawai'i with rapid-response digital elevation models (DEMs) acquired since a series of caldera-filling effusive eruptions began on December 20, 2020. These eruptions follow the caldera collapse of 2018, with new lava progressively filling the approximately 1-cubic-kilometer pit that formed between May and August of that year. The majority of the provided DEMs were constructed via structure-from-motion (SfM) photogrammetry from either helicopter or uncrewed aircraft system (UAS) overflight images, with the remainder constructed via terrestrial laser scanning (TLS) from the Halema'uma'u crater rim. These data were collected and processed using streamlined techniques to provide rapid-response representations of topography inside the caldera, with mid-grade process settings and approximate georeferencing.

Tags: basalt, halemaumau, hawaii, holocene, kaluapele, kil_2020-pres_summit, klauea, lava-flow, mafic-volcanic-rock, pacific, pacific-islands, quaternary, united-states, usgs-6407d404d34e76f5f75e3aef, volcanic-activity, volcanic-rock, volcanic-rocks
Organization: Department of the Interior
Gravity, aeromagnetic, magnetic potential, and physical property data of the Bartlett Springs fault zone and surrounding areas, California

This data release contains principal facts of gravity measurements collected by the U.S. Geological Survey in 2020-2022, a compilation of existing and new density and magnetic susceptibility data, and gridded magnetic and magnetic potential  data of the Bartlett Springs Fault Zone and surrounding areas, northern California.  These data support modeling of gravity and magnetic anomalies to characterize serpentinite bodies along the Bartlett Springs Fault zone as a proxy for fault creep and understand structure along the Coast Range-Sacramento Valley interface.

Tags: california-coast-range, geoscientificinformation, gravity-measurement, lake-berryessa, lake-pillsbury, magnetic-field, magnetic-potential-field, rock-density, rock-magnetic-susceptibility, round-valley, sacramento-valley, usgs-64188a2ed34eb496d1d1d359
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - GALLIUM Data Release

This data release contains the U.S. salient statistics and world production data extracted from the GALLIUM data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: gallium, gallium-arsenide-wafers, gallium-metal, metallic-mineral-resources, usgs-63d1a3a9d34e06fef15006ae
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - ZIRCONIUM AND HAFNIUM Data Release

This data release contains the U.S. salient statistics and world production data extracted from the ZIRCONIUM AND HAFNIUM data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: hafnium, metallic-mineral-resources, usgs-63d1a646d34e06fef150084a, zircon, zirconium
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - ZEOLITES (NATURAL) Data Release

This data release contains the U.S. salient statistics and world production data extracted from the ZEOLITES (NATURAL) data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: chabazite, clinoptilolite, erionite, ferrierite, nonmetallic-mineral-resources, phillipsite, usgs-63d1a62ed34e06fef150083a, zeolites
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - VANADIUM Data Release

This data release contains the U.S. salient statistics and world production data extracted from the VANADIUM data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: ferrovanadium, metallic-mineral-resources, usgs-63d1a606d34e06fef1500823, vanadium
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - GEMSTONES Data Release

This data release contains the U.S. salient statistics and world production data extracted from the GEMSTONES data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: agate, beryl, coral, diamond, garnet, jade, jasper, nonmetallic-mineral-resources, opal, pearl, quartz, sapphire, shell, topaz, tourmaline, turquoise, usgs-63d1a3bdd34e06fef15006b8
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - GRAPHITE (NATURAL) Data Release

This data release contains the U.S. salient statistics and world production data extracted from the GRAPHITE (NATURAL) data sheet of the USGS Mineral Commodity Summaries 2023.

Tags: amorphous-graphite, chip-graphite, flake-graphite, lump-graphite, nonmetallic-mineral-resources, usgs-63d1a3d6d34e06fef15006c7
Organization: Department of the Interior
Sagebrush projections for greater sage-grouse core areas in Wyoming, USA, 2018-2100

Sagebrush (Artemisia spp.) ecosystems provide critical habitat for the near-threatened Greater sage-grouse (Centrocercus urophasianus), and future loss of sagebrush habitat because of land use change and global climate change is of concern. We used a dynamic additive spatio-temporal model to estimate effects of climate (spring-summer temperatures and precipitation) on sagebrush cover dynamics at 32 sage-grouse management (core) areas in Wyoming, 1985-2018. We then use the fitted models to make probabilistic projections of sagebrush cover in each core area across three time intervals (2018-2040, 2041-2070, 2071-2100) and under three climate change scenarios and weighted averages of 18 Global Circulation Models (ssp126, ssp245, and ssp585), producing 351 netCDF files (USGS_SageCastWY.zip).

Tags: biota, birds, climate-change, effects-of-climate-change, habitat-alteration-and-disturbance, plants-organisms, population-model, remote-sensing, united-states, usgs-63eea4d7d34efa0476afac45, wyoming
Organization: Department of the Interior
Discrete Snow Core Measurements of Snow Depth, Density, and Snow Water Equivalent in the Upper Colorado River Basin, 2020-22

Discrete snow data were collected during multiple winter field campaigns from 2021 to 2022. This data was collected as part of the U.S. Geological Survey (USGS) Next Generation Water Observing System (NGWOS) project focusing on the relation between snow dynamics and the water cycle of a basin.  A Snow Water Equivalent (SWE) Coring Tube was used to measure snow depth and mass of snow within the core. These values were used to calculate snow density and snow water equivalent of the core. These data were released in a comma separated value file.

Tags: colorado, colorado-river, rocky-mountains, snow-density, snow-depth, snow-temperature, snow-water-equivalent, snowpack, usgs-63f50535d34efa0476b04d11
Organization: Department of the Interior
FINAL_RISK_CALC – Food and Water Requirements Model Input

This is the FINAL_RISK_CALC shapefile for running the food and water requirements model connected with the publication, "A Conceptual Framework for Estimation of Initial Emergency Food and Water Resource Requirements in Disasters" (Toland, J., Wein, A., Wu, A. and Spearing, L, 2023).
The model is a practical application of a simplified, deterministic model of initial resource requirements in disaster response, offering a quantitative, comprehensive description of an application within the geophysical hazard context of the “ShakeOut” scenario—a major Mw7.8 earthquake on California’s San Andreas Fault, occurring within the Los Angeles Basin, CA (USA) region. 
This vector *.shp dataset was developed and intended for use in GIS applications like Esri ArcGIS and R.

Tags: economy, environment, health, shakeout-water-services-resource-demand-critical-infrastructure-services-community-vulnerabilit, society, transportation, usgs-63f6bcf3d34e4f7eda4541e6
Organization: Department of the Interior
Discrete Snow Depth Measurements in the Upper Colorado River Basin, 2020-22

Discrete snow depth data were collected during multiple winter campaigns during 2020–22. These data were collected as part of the U.S. Geological Survey (USGS) Next Generation Water Observing System (NGWOS) Upper Colorado River Basin project focusing on the relation of snow dynamics and water resources. Snow depth was measured using either an avalanche probe and handheld global positioning system (GPS) unit or a snow depth probe with attached Juniper Systems Geode GPS receiver and a Mesa tablet. These data are released in a comma separated value file.

Tags: colorado, colorado-river, rocky-mountains, snow-depth, snow-probe, snow-water-equivalent, snowpack, usgs-63f5058dd34efa0476b04d16
Organization: Department of the Interior
Literature Review of Lithophilic-Spawning Fishes Egg Collection Methods

Assessment of egg deposition is widely used to provide an index of spawning efforts for lithophilic-spawning fishes. However, little is known about the collection techniques efficacy and bias when collecting fish eggs. We conducted a literature review to assess egg collection methods and evaluate egg retention and capture on egg mats. The literature review provided a summary of different gear types used to collect fish eggs, possible bias from the gears, and egg 'abundance' reporting strategies.

Tags: aquatic-biology, atlantic-ocean, biological-assessment, biota, breeding-sites, cartilaginous-fish, devils-hole, environment, field-methods, fish-eggs, fisheries-biology, fishery-resources, great-lakes, inland-waterways, inlandwaters, kootenai-river, lake-champlain, marine-biology, mississippi-river, missouri-river, pacific-ocean, puget-sound, ray-finned-fish-bony-fish, resource-management, spawning, specimen-collecting, suwannee-river, usgs-63f50a88d34efa0476b04d62, wadden-sea, yellowstone-river
Organization: Department of the Interior
Meteorological Data from Great South Bay at Watch Hill on Fire Island, New York, 2017 to 2022

This data release contains meteorological sensor data (6-minute intervals) collected at Great South Bay at Watch Hill on Fire Island (USGS station number, 01305575), New York, from 2017 to 2022. Measured parameters include: air pressure, air temperature, precipitation, relative humidity, solar radiation, wind direction and speed, and wind-gust direction and speed.  Data users are encouraged to review the metadata for information on data quality and screening prior to use.

Tags: air-temperature, atmospheric-and-climatic-processes, field-inventory-and-monitoring, field-monitoring-stations, fire-island-national-seashore, long-island, new-york, precipitation-atmospheric, usgs-63f52469d34efa0476b04e59, watch-hill, wind
Organization: Department of the Interior
Lake Erie Fish Community Data, 2013-2022

Assessing the distribution and abundance of both predator and prey (forage) fish species is a cornerstone of ecosystem-based fishery management, and supports decision making that considers food-web interactions. In support of binational Great Lakes fishery management the objectives of this survey were to: provide estimates of densities of key forage and predator species in the western basin of Lake Erie, to assess seasonal and spatial distributions of fishes in tandem with water quality information, and to assess year class strength. A systematic grid sampling approach with 41 stations was sampled via bottom trawl during June (Spring) and September (Autumn), starting in 2013. This data release adds 2022 data to the set for a total of ten years observation using the same gear and sampling design.

Tags: biota, bottom-trawl-survey, field-sampling, freshwater-ecosystems, inlandwaters, lake-erie, michigan, ohio, ontario, population-dynamics, usgs-63f2fbabd34efa0476b040f9
Organization: Department of the Interior
A subset of 2017 Louisiana Coastal Master Plan model output to estimate climate change mitigation potential of Louisiana’s coastal area

A subset of the Louisiana's 2017 Coastal Master Plan model output was used to estimate the potential climate mitigation role of Louisiana’s coastal area.  Model output of surface water salinity, land/water classification, and area of eight habitats for elapsed years of 6, 11, 16, 26, and 36 were post-processed to estimate habitat areas at years of 2020, 2025, 2030, 2040, and 2050, that align with the Governor of Louisiana’s greenhouse gas reduction targets. In addition, the Louisiana coastal boundary and a static mask of upland and developed area were used to define the coastal area. The modeled habitat areas with literature review of net ecosystem carbon balance fluxes per habitat were used in an analytical framework to estimate the net greenhouse gas flux of Louisiana coastal area.

Tags: biota, carbon-sequestration, coastal-ecosystems, coastal-processes, coastal-submergence, environment, estuary, gulf-of-mexico, habitats, inlandwaters, louisiana, louisiana-coastal, usgs-63f5124cd34efa0476b04e02, wetlands
Organization: Department of the Interior