AndreaBozzo/ceres-open-data-index huggingface dataset:
Pedestrian evacuation times for employees on the island of O'ahu, Hawai'i, for standard and extreme tsunami evacuation zones by community, modeled at three travel speeds (impaired, slow, and fast walk)

This dataset contains O'ahu employee count estimates as a function of travel time out of the standard and extreme tsunami-evacuation zones for three different travel speeds (impaired, slow, and fast walk). The data are organized in a manner which permits summarizing or visualizing the data by business classification (community support, dependent-care, emergency service, infrastructure, public venue, and remaining businesses), at-risk population-serving facility type (adult assistance services, child services, correctional facilities, medical and health services, medical center, and schools), tsunami-evacuation zone, and/or travel speed, with business details and evacuation zone/travel speed combinations listed across the top as columns and individual rows representing unique businesses' details and the number of employees working for a specific business in the different evacuation zone/travel speed combinations. This dataset is intended for use in the U.S. Geological Survey's O'ahu, HI tsunami evacuation web page (https://geography.wr.usgs.gov/science/vulnerability/oahuEvacDashboard.html).
These data support the following publication: Wood, N.J., Jones, J.L., Peters, J., and Richards, K., 2018, Pedestrian-evacuation modeling to reduce vehicle use for distant tsunami evacuations in Hawai'i: International Journal of Disaster Risk Reduction, v. 28, p. 271–283, https://doi.org/10.1016/j.ijdrr.2018.03.009.

Tags: evacuation, hawaii, honolulu-county, modeling, oahu, pedestrian, tsunamis, usgs-5a8c9430e4b069906054df35, vulnerability
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2021 Site 4448 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-64dce33cd34e5f6cd552809a, wetland, wetland-restoration
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland P1 from 1995

Orthorectified image from aerial photograph of wetland P1 in the Cottonwood Lake Study Area, Stutsman County, North Dakota. This image is part of a collection of photographs of the study area acquired during July and early August from 1975 to 2015.

Tags: aerial-photography, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtecosystemsgtaquatic-ecosystemsgtwetlands, earth-sciencegtbiospheregtecosystemsgtterrestrial-ecosystemsgtwetlands, environment, image-collections, imagerybasemapsearthcover, inlandwaters, north-dakota, northern-great-plains, platformgtaerial-photographs, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-587fe184e4b085de6c11f636, wetland-ecosystems
Organization: Department of the Interior
Datasets of ecological communities (invertebrates and fish), streamflow, habitat, and water quality to examine the presence of trends in ecological communities from the Fountain Creek Basin, Colorado, USA, 2003-2016

These data were used for an analysis as part of a long-term project monitoring the biological communities, habitat, and water quality of the Fountain Creek Basin.  Biology, habitat, and water quality data have been collected at 10 sites starting in 2003.  These data include annual samples of aquatic invertebrate communities, fish communities, water quality, and quantitative riverine habitat collected from 2003-2016.  These data will provide insight into trends in biological communities from 2003-2016 and relationships between biological communities and abiotic variables (antecedent streamflow, physical habitat, and water quality).

Tags: aquatic-invertebrates, biota, ecological-flows, farming, fish, geoscientificinformation, great-plains, inlandwaters, rocky-mountain-transition-zone, usgs-5a387414e4b0d05ee8b2836b
Organization: Department of the Interior
Location of bottom photographs along with images collected by the U.S. Geological Survey in 2014 along the Delmarva Peninsula,  MD and VA (JPEG images and Esri point shapefile, Geographic, WGS 84)

The Delmarva Peninsula is a 220-kilometer-long headland, spit, and barrier island complex that was significantly affected by Hurricane Sandy. A U.S. Geological Survey cruise was conducted in the summer of 2014 to map the inner continental shelf of the Delmarva Peninsula using geophysical and sampling techniques to define the geologic framework that governs coastal system evolution at storm-event and longer timescales. Data collected during the 2014 cruise include swath bathymetry, sidescan sonar, chirp and boomer seismic-reflection profiles, acoustic Doppler current profiler, and sample and bottom photograph data. Processed data in raster and vector format are released here for the bottom photographs and sediment samples.  More information about the USGS survey conducted as part of the Hurricane Sandy Response-- Geologic Framework and Coastal Vulnerability Study can be found at the project website or on the WHCMSC Field Activity Web pages: https://woodshole.er.usgs.gov/project-pages/delmarva/ and https://cmgds.marine.usgs.gov/fan_info.php?fan=2014-002-FA

Tags: assateague-island, assateague-island-national-seashore, assawoman-bay, atlantic-ocean, berlin, bethany-beach, bottom-photographs, cape-henlopen, chincoteague-bay, chincoteague-island, chincoteague-national-wildlife-refuge, cmgp, coastal-and-marine-geology-program, delaware, delaware-bay, delaware-seashore-state-park, environment, esri-shapefile, fenwick-island, geoscientificinformation, gopro-hero-2, gopro-hero-3, ground-truth, image-collections, isle-of-wight-bay, jpeg-images, location, m-v-scarlett-isabella, maryland, navigational-data, north-america, ocean-city, oceans, parramore-island, photos, rehoboth-beach, sea-floor, sea-floor-characteristics, seabed, seabed-photographs, seaboss-sampler, seafloor, seafloor-images, seafoor, stations, toms-cove, u-s-geological-survey, underwater-photography, united-states, usgs, usgs-2d127def-237e-44e1-823d-463de40fe13e, van-veen-grab-sampler, virginia, wallops-island, whcmsc, whcmsc-field-activity-serial-number-2014-002-fa, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Whole rock geochemical data from the eastern part of the Yukon-Tanana Upland region, Alaska

This data release is part of a 2016-2019 study on the geology, geochemistry and geochronology of ore systems in the eastern Yukon-Tanana Upland region, Alaska. Whole rock chemistry was conducted on 185 samples, mostly from Au prospects, with lesser samples from porphyry Cu prospects. Geographically, most samples are from gold prospects near the Pogo Au mine and east to Black Mountain in the Big Delta quadrangle. Fewer samples are from prospects in the Eagle and Tanacross Quadrangles. Samples were submitted to the USGS contract laboratory and analyzed for select trace elements and gold. Sixty elements were determined by inductively coupled plasma-optical emission spectroscopy-mass spectroscopy (ICP-OES-MS), sodium peroxide fusion (ICP-60). Gold was determined by lead fusion fire assay.

Tags: alaska, au-prospects, big-delta, black-mountain, chemical-analysis, eagle, economic-geology, geochemistry, geology-geophysics-and-geochemistry-science-center, geoscientificinformation, gggsc, icp-ms, inductively-coupled-plasma-mass-spectrometry, metallic-mineral-resources, mineral-deposits, mineral-resources, mineral-resources-program, mount-hayes, mrp, pogo-au-mine, porphyry-cu-prospects, tanacross, tanana, u-s-geological-survey, usgs, usgs-5dc49f14e4b0695797584de2, yukon, yukon-charley-rivers-national-preserve, yukon-tanana-upland
Organization: Department of the Interior
Oil and gas wells data for the Wyoming Landscape Conservation Initiative (WLCI), southwestern Wyoming

This feature class was created to assemble oil and gas well information for a comprehensive inventory of energy data pertinent to the Wyoming Landscape Conservation Initiative decision-making process. These data are available as online resources for scientists, resource managers engaged in the Initiative, and other researchers. The GIS data and map services created for this study are available for interactive analysis and/or download at the Energy Geoscience Center WLCI website.

Tags: 503702-mowry-composite-total-petroleum-system, 50370261-mowry-continuous-gas, 503704-hilliard-baxter-mancos-total-petroleum-system, 50370461-hilliard-baxter-mancos-continuous-gas, 503705-mesaverde-total-petroleum-system, 50370561-almond-continuous-gas, 50370562-rock-springs-ericson-continuous-gas, 503706-mesaverde-lance-fort-union-composite-total-petroleum-system, 50370661-mesaverde-lance-fort-union-continuous-gas, 503707-lewis-total-petroleum-system, 50370761-lewis-continuous-gas, 503708-lance-fort-union-composite-total-petroleum-system, 50370861-lance-fort-union-continuous-gas, assessment-unit, coalbed-methane, coalbed-methane-resources, earth-science, economic-geology, economy, energy-resources, environment, gas, geology, geoscientificinformation, greater-green-river-basin, impacts-of-energy-production, national-assessment-of-oil-and-gas, natural-gas, natural-gas-resources, natural-resources, north-america, oil, oil-and-gas-exploration, oil-and-natural-gas, oil-sand-resources, oil-shale-resources, oilgas, petroleum, resource-assessment, sedimentary-basin, southwestern-wyoming, u-s, u-s-geological-survey, united-states, united-states-of-america, us56-wyoming, usa, usgs, usgs-60ad3018d34e4043c850edd2, usgs-world-energy-region-5, wlci, wogcc, wy, wyoming, wyoming-landscape-conservation-initiative, wyoming-oil-and-gas-conservation-commission
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2015 and 2018 Site 1965 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 five land-water products (2005, 2008, 2012, YYYY and 2018).  The resulting matrix has 32 possible classes defined by the combination of land and water categories on those five 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-611f1458d34e40dd9c01d2d6, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Wind rose plots for the volcano: 300540  Tuzovsky

This zip folder contains ASCII text files of vectors at the specified volcano at 
12-hour intervals, 
from January 1, 1990 through December 28, 2009.  
The wind vectors are divided into five files, names by their elevation range above 
sea level in the atmosphere: 00-05km.txt; 05-11km.txt; 11-16km.txt; 16-24km.txt; 
and 24-30km.txt. 
The zip folder also contains a subfolder "figures", with Wind rose plots of wind 
direction and speed over 
this time period.  The plots are by season, and by elevation, given a total of 20 
plots (4 seasons, 5 
elevation ranges).  A summary plot is also included which gives the year-round 
wind pattern at the volcano, 
at 0-5 km elevation.  Plots are in both jpg and pdf format.

Tags: meteorology, usgs-58d014e7e4b0236b68f52ebc, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Magnetotelluric data from Minnesota, Wisconsin, and Upper Michigan, 2015-2019, station pen006

This dataset consists of 176 wideband magnetotelluric (MT) stations collected from 2015-2019 across parts of Minnesota, Wisconsin and the Upper Peninsula of Michigan. The U.S. Geological Survey (USGS) acquired these data as part of regional investigations into the geologic and tectonic framework of the area and to support mineral resource investigations. These data have been used to generate a 3D regional conductivity model of the area. Files included in this publication include measured electric- and magnetic-field time series as well as estimated impedance and vertical-magnetic field transfer functions. The data included here are for MT station pen006 in the Penokean Orogeny survey region. A shapefile with station information for all stations in this dataset is available at https://doi.org/10.5066/P9G2Y71H.

Tags: animikie-basin, apparent-resistivity, archean, ashland-syncline, bayfield-peninsula, conductivity, duluth-complex, electromagnetic-surveying, exploration, geologic-structure, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, impedance, keweenaw-peninsula, lake-superior, magnetic-field-earth, magnetotelluric-surveying, magnetotellurics, mesoproterozoic, michigan, midcontinent-rift, mineral-resources, mineral-resources-program, minnesota, mrp, mt, paleoproterozoic, penokean-orogen, phanerozoic, phase, quaternary, tectonics, time-series, tipper, upper-peninsula, usgs-5f748d1382cef8d183998f3d, wisconsin, wisconsin-magmatic-terranes
Organization: Department of the Interior
Astrogeology Science Center Monthly Report, May 1965

Monthly report to show updates on highlights and noteworthy results, new projects, publications, personnel, conferences and scientific meetings, talks or papers presented, visitors, and general information. Includes unpublished works and works in progress.

Tags: astrogeology, astrogeology-branch-history, branch-history, geoscientificinformation, planetary-sciences, usgs-631133e7d34e36012efa110b
Organization: Department of the Interior
Stochastic Weather Generator Output for Selected Warming Scenarios for the Nashua River Watershed in Massachusetts

The datasets are gridded daily precipitation and minimum and maximum temperature for a period of 64 years for warming scenarios of 0 to 8 degrees Celsius, by 0.5 degrees for the Nashua River watershed in Massachusetts. The data are output from a Stochastic Weather Generator developed at Cornell University (Steinschneider and Najibi, 2022) and includes 100 ensembles of each warming scenario. The data files are in NetCDF format (https://www.unidata.ucar.edu/software/netcdf/).
Steinschneider, S., and Najibi, N., 2022, A weather-regime based stochastic weather generator for climate scenario development across Massachusetts—Technical documentation: Ithaca, N.Y., Cornell University, [Department of] Biological and Environmental Engineering report, 47 p., accessed February 16, 2023, at https://eea-nescaum-dataservices-assets-prd.s3.amazonaws.com/cms/GUIDELINES/FinalTechnicalDocumentation_WGEN_20220405.pdf

Tags: climatology, hydrology, massachusetts, nashua-river, usgs-61842a51d34ec04fc9bfe8c5
Organization: Department of the Interior
Upstream sediment contributions to Lake Mills on the Elwha River, Washington, 1926 to 2016

Sediment inputs to Lake Mills, on the Elwha River, Washington, were measured from 1927 to 2016. These measurements represent the annual total sediment load, in tonnes per year, that were input into Lake Mills and partially trapped by Glines Canyon dam. The sediment was allowed to erode and be transported down-river by the removal of the Glines Canyon and Elwha dams during 2011 to 2014. The measurements were taken as part of a study investigating the river channel's morphological responses to the removal of two large dams - the Elwha River and Glines Canyon dams.

Tags: cmgp, coastal-and-marine-geology-program, elwha-dam-historical, elwha-river, field-inventory-and-monitoring, glines-canyon-dam-historical, inlandwaters, lake-aldwell-historical, lake-mills-historical, pacific-coastal-and-marine-science-center, pcmsc, river-bank, river-channel, river-reaches, river-systems, sediment-deposition, sediment-transport, sedimentation, sedimentology, state-of-washington, substrate, suspended-material-water, time-series-datasets, u-s-bureau-of-reclamation, u-s-geological-survey, unconsolidated-deposits, usbr, usgs, usgs-5a136e3de4b09fc93dce6824
Organization: Department of the Interior
Magnetotelluric and TEM Data from the Umatilla Indian Reservation Geothermal Resources  Assessment: Phase 2, 2020: Station um203

This data set consists of 19 wideband magnetotelluric (MT) and 23 transient electromagnetic (TEM) soundings collected by the U.S. Geological Survey in June 2020 as part of the Umatilla Indian Reservation Geothermal Resources Assessment: Phase 2 project. Each MT station had 4 components, 2 orthogonal magnetic induction coils and 2 horizontal orthogonal electric dipoles.  Data were collected for an average of 18 hours on a repeating schedule of alternating sampling rates of 256 samples/second for 5 hours and 50 minutes and 4096 samples/second for 10 minutes.  The schedules were set such that each station was recording the same schedule to allow for remote reference processing.  Data were processed with a bounded-influence robust remote reference processing scheme (BIRRP v5.2.1, Chave and Thomson, 2004).  Data quality were generally poor due to episodic spikes in the electromagnetic fields likely caused by the power grid.  TEM data were collected in 100 x 100 m loops or 40 x 40 m loops along 4 profiles in areas of interest for geothermal potential.  Files included in this publication include measured electric- and magnetic-field time series for MT data, and TEM soundings and 1-D resistivity models.

Tags: apparent-resistivity, blue-mountains, cenozoic, conductivity, electromagnetic-surveying, energy-resources-program, exploration, geologic-structure, geology-minerals-energy-and-geophysics-science-center, geophysics, geoscientificinformation, gmegsc, impedance, magnetic-field-earth, magnetotelluric-surveying, magnetotellurics, mesozoic, miocene, mt, nevada, phase, quaternary, tectonics, time-series, tipper, umatilla, umatilla-county, usgs-6195c6d2d34eb622f690d4b1
Organization: Department of the Interior
Hydrographic surveys collected to monitor fish spawning reef placements, Detroit and St. Clair Rivers, Michigan, May 2 - 5, 2022

The U.S Geological Survey conducted hydrographic surveys from May 2 - 5, 2022 to monitor fish spawning substrate placements (reefs) in the Detroit and St. Clair Rivers, Michigan. A multibeam echosounder was used from the Great Lakes Science Center research vessel Desmid in to collect the hydrographic data. These data were used to generate maps of river bottom topography in locations where spawning substrates have been placed. The reefs surveyed in the Detroit River included: Fort Wayne, New (East) Belle Isle, Belle Isle, Fighting Island, and Grassy Island. The reefs surveyed in the St. Clair River in 2022 included: Middle Channel, Pointe Aux Chenes, and Harts Light. The data for each study reach were produced in LAS format supported by most geospatial software.

Tags: bathymetry, biota, detroit-river, saint-clair-river, sonar, st-clair-river, usgs-63064a54d34e3b967a8bd7b5
Organization: Department of the Interior
Shoreline change rates in salt marsh units in Edwin B. Forsythe National Wildlife Refuge, New Jersey

Monitoring shoreline change is of interest in many coastal areas because it enables quantification of land loss over time. Evolution of shoreline position is determined by the balance between erosion and accretion along the coast. In the case of salt marshes, erosion along the water boundary causes a loss of ecosystem services, such as habitat provision, carbon storage, and wave attenuation. In terms of vulnerability, higher shoreline erosion rates indicate higher vulnerability.
            
This dataset displays shoreline change rates at the Edwin B. Forsythe National Wildlife Refuge (EBFNWR), which spans over Great Bay, Little Egg Harbor, and Barnegat Bay in New Jersey, USA. Shoreline change rates are based on Smith and Terrano (2017) analysis of digital vector shorelines acquired from historic topographic sheets, aerial photography, and/or lidar using the AMBUR package (Jackson, 2010). Linear Regression Rates (LRR) of shoreline change were averaged along the shoreline of each salt marsh unit to generate this dataset. Positive and negative values indicate accretion and erosion respectively.
As part of the Hurricane Sandy Science Plan, the U.S. Geological Survey is expanding National Assessment of Coastal Change Hazards and forecast products to coastal wetlands. The intent is to provide federal, state, and local managers with tools to estimate their vulnerability and ecosystem service potential. For this purpose, the response and resilience of coastal wetlands to physical factors need to be assessed in terms of the ensuing change to their vulnerability and ecosystem services. EBFNWR was selected as a pilot study area.

Tags: accretion, atlantic-ocean, barnegat-bay, coastal-ecosystems, coastal-processes, coastline, ecological-processes, edwin-b-forsythe-national-wildlife-refuge, environment, environmental-assessment, estuary, great-bay, inlandwaters, little-egg-island, marsh-health, new-jersey, oceans, polygon-shapefile, resilience, salt-marsh, sediment, shoreline, united-states, usgs-59a427efe4b077f005673271, vegetation, vulnerability, wetland-ecosystems, wetland-functions
Organization: Department of the Interior