AndreaBozzo/ceres-open-data-index huggingface dataset:
Nearshore bathymetry data from the Elwha River delta, Washington, August 2022

This portion of the USGS data release presents bathymetric data collected during surveys performed on the Elwha River delta, Washington in 2022 (USGS Field Activity Number 2022-638-FA). Bathymetric data were collected using personal watercraft (PWCs) and a kayak equipped with single-beam sonar systems and global navigation satellite system (GNSS) receivers.

Tags: bathymetry, bathymetry-and-elevation, clallam-county, cmhrp, coastal-and-marine-hazards-and-resources-program, elevation, elwha-river, global-positioning-system-gps-observations, gps-measurement, marine-geophysics, olympic-peninsula, pacific-coastal-and-marine-science-center, pcmsc, sea-floor-characteristics, single-beam-echo-sounder, strait-of-juan-de-fuca, u-s-geological-survey, usgs, usgs-6418cb28d34eb496d1d1d70e
Organization: Department of the Interior
Multichannel sparker seismic reflection data collected offshore southeast Alaska during USGS Field Activity 2017-621-FA

High-resolution multichannel seismic reflection data were collected by the U.S. Geological Survey in July and August 2017 offshore southeast Alaska to expand data coverage along the Queen Charlotte Fault system.

Tags: alexander-archipelago, cmhrp, coastal-and-marine-hazards-and-resources-program, cross-sound, data-processing, field-activity-number-2017-621-fa, geoscientificinformation, geospatial-datasets, glacier-bay-national-park-and-preserve, graves-harbor, location, marine-geophysics, oceans, pacific-coastal-and-marine-science-center, pacific-ocean, palma-bay, pcmsc, seg-y-traces, seismic-methods, seismic-navigation, seismic-reflection, seismic-reflection-profiling, state-of-alaska, sub-bottom-profiling, substrate, u-s-geological-survey, usgs, usgs-d87e804a-34ae-4623-bbc8-ce639f40832f, whcmsc, woods-hole-coastal-and-marine-science-center, yakobi-island
Organization: Department of the Interior
Discharge, topographic, suspended-sediment, and GIS data from Moenkopi Wash, AZ

These data were compiled to perform analyses of hydrologic change, changes in sediment transport, and channel change within Moenkopi Wash, Arizona. Objective(s) of our study were to quantify the magnitude and timing of changes in hydrology, sediment transport, and channel form within Moenkopi Wash and to determine the downstream effects of those changes on sediment delivery downstream to the Little Colorado River, and the Colorado River. These data represent instantaneous discharge records, suspended-sediment sample records, topographic survey data, historical aerial imagery, and channel polygons and centerlines mapped on the historical imagery. Instantaneous discharge records in this study began in 1926 and extend to 2022 and were collected at 5 different stream gages within Moenkopi Wash. Suspended-sediment samples were collected between 1948 and 2022 at four stream gage locations. Topographic datasets were collected by field surveys between 1940 and 2016 at five stream gage locations. Aerial imagery datasets were collected in the 1930s, 1952, 1968, 1979, 1992, 1997, 2007, 2013, and 2019. The 1968 and 1979 aerial imagery was collected by the U. S. Geological Survey. The 1952 imagery was collected by the U.S. Army Map Service. The 1992 and 1997 imagery were collected by the National Aerial Imagery Program. The 2007, 2013 and 2019 aerial images were collected by the National Agricultural Program. These data can be used to analyze changes in hydrology, sediment transport, and channel change within Moenkopi Wash.

Tags: active-channel-boundaries, aerial-imagery-data, aerial-photography, arizona, biogeomorphic-feedbacks, biota, cameron, channel-boundaries, channel-centerlines, channel-change, channel-form, channel-narrowing, channel-polygons, colorado-river, cross-section-shape, data-release, dryland-rivers, field-activity-logs, field-inventory-and-monitoring, field-surveys, floods, geomorphology, historical-aerial-imagery, hydrologic-change, hydrology, image-collections, image-mosaics, imagerybasemapsearthcover, inlandwaters, instantaneous-discharge-records, little-colorado-river, moenkopi, moenkopi-wash, national-aerial-imagery-program, national-agricultural-program, northern-arizona, orthoimagery, riparian-vegetation, sediment-delivery, sediment-geochemistry, sediment-transport, sedimentation, sedimentology, shonto, stream-discharge, stream-gage-locations, stream-gage-measurement, stream-gages, suspended-material-water, suspended-sediment-sample-records, topographic-survey-data, tuba-city, u-s-army-map-service, u-s-geological-survey, usgs-6500d318d34ed30c2057fa57, vegetation, wetland-ecosystems
Organization: Department of the Interior
Audiomagnetotelluric sounding data in the Silverton Caldera complex, Colorado, 2018; Station AMTGK01

This dataset includes audiomagnetotelluric (AMT) sounding data collected in July 2018 in the Silverton Caldera complex, Colorado, in the Southern Rocky Mountain Volcanic Field, by the U.S. Geological Survey (USGS). Along with geologic mapping, airborne magnetics, airborne electromagnetics, and magnetotellurics, the USGS collected AMT data at 24 sites along four profiles ranging from 3 to 6 kilometers in length across the north-western structural margin of the Silverton caldera in Mineral Basin (MB01-MB05), across the south-eastern margin of the caldera along Cunningham Creek (CC01-CC05), within the caldera in Eureka Graben (EG01-EG05), and within the caldera along upper Cement Creek near the Gold King mine (GK01-GK09).

Tags: amt, apparent-resistivity, audiomagnetotelluric, colorado, economy, electric-field-earth, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, gps-measurement, impedance, impedance-phase, impedance-strike, magnetic-field-earth, magnetotelluric, magnetotelluric-surveying, mineral-resources-program, mrp, mt, san-juan-county, silverton, sounding, tipper, usgs-5ce42946e4b0654fe0bce448
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2018 Site 0324 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 2018 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. Four previous assessments have been conducted (2005, 2008, 2012, and 2015/2016). 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-611d2b09d34e40dd9c012948, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Elevation of marsh units in eastern Long Island salt marsh complex, New York (ver. 2.0, March 2024)

This data release contains coastal wetland synthesis products for the geographic region of eastern Long Island, New York, including the north and south forks, Gardiners Island, and Fishers Island. Metrics for resiliency, including unvegetated to vegetated ratio (UVVR), marsh elevation, and mean tidal range, are calculated for smaller units delineated from a Digital Elevation Model, providing the spatial variability of physical factors that influence wetland health.  Through scientific efforts initiated with the Hurricane Sandy Science Plan, the U.S. Geological Survey has been expanding national assessment of coastal change hazards and forecast products to coastal wetlands with the intent of providing Federal, State, and local managers with tools to estimate the vulnerability and ecosystem service potential of these wetlands. 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.

Tags: atlantic-ocean, coastal-ecosystems, coastal-processes, elevation, environment, estuary, geospatial-datasets, inlandwaters, long-island-sound, long-term-ecological-research, lter, marsh-health, moriches-bay, new-york, oceans, peconic-bay, salt-marsh, shinnecock-bay, suffolk-county, united-states, usgs-5ddd7472e4b04a30051ac165, vegetation, wetland-ecosystems, wetland-functions
Organization: Department of the Interior
Greenhouse gas concentrations and water-quality parameters from experimental ponds in North Dakota, USA, 2019

This data release describes data that were contributed to the GasHype project, a global data compilation effort. Goals of the GasHype project include assessing concentrations of carbon dioxide and methane in the hypolimnion of lakes, reservoirs, and ponds, and identifying important drivers of these concentrations. Data contributed by the U.S. Geological Survey, Northern Prairie Wildlife Research Center include concentrations of dissolved greenhouse gases along with various water quality parameters from experimental ponds located near Jamestown, North Dakota, USA. Samples and data were collected from four ponds during the period of May through September, 2019.

Tags: greenhouse-gases, inlandwaters, limnology, usgs-67a124e3d34e5b4a4f9e4e18, water-quality-data, wetland-ecosystems
Organization: Department of the Interior
Geomorphic habitat units derived from 2009 aerial imagery and elevation data for the Elwha River estuary, Washington

Estuary geomorphic units delineated at a scale of 1:1500 using a combination of (a) 11 September 2009 1 meter resolution NAIP aerial imagery; and (b) elevation-colored and hillshaded digital elevation models from USGS backpack/jetski topobathy surveys (17 September 2009) for areas &lt; MHHW and aerial lidar surveys (4-6 April 2009) for elevations &gt; MHHW.

Tags: clallam-county, coastal-ecosystems, coastal-processes, dam, dam-removal, ecological-change, ecological-processes, elwha-river, environment, geomorphology, geoscientificinformation, geospatial-datasets, habitats, human-impacts, human-impacts-on-habitats, olympic-peninsula, port-angeles, united-states-of-america, usgs-591b2239e4b0a7fdb43c8c9b, vegetation, washington
Organization: Department of the Interior
Magnetotelluric data from Missouri, Arkansas, Tennessee, Illinois, and Kentucky, 2016-2019, station rfr109

This dataset consists of 127 wideband and 21 long-period magnetotelluric (MT) stations collected from 2016-2019 across parts of Missouri, Arkansas, Tennessee, Illinois, and Kentucky. 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 and geologic hazard 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 rfr109 in the Reelfoot Rift survey region. A shapefile with station information for all stations in this dataset is available at https://doi.org/10.5066/P9F7HFH7.

Tags: apparent-resistivity, arkansas, conductivity, electromagnetic-surveying, exploration, geologic-structure, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, illinois, impedance, kentucky, magnetic-field-earth, magnetotelluric-surveying, magnetotellurics, mineral-resources, mineral-resources-program, mississippi-embayment, missouri, mrp, mt, ozark-plateau, phanerozoic, phase, precambrian, quaternary, reelfoot-rift, saint-francois-mountains, tectonics, tennessee, time-series, tipper, usgs-5f8a65bd82ce3241878d283f
Organization: Department of the Interior
Bathymetric Contours for Nine Eagles Lake, Decatur County, Iowa

This data set consists of digital bathymetry contours for Nine Eagles Lake in Decatur Co., Iowa. 
The U.S. Geological Survey conducted a bathymetric survey of Nine Eagles Lake in 2004.

Tags: bathymetry, contours, decatur-county, environment, geoscientificinformation, hydrology, inlandwaters, iowa, lakes, nine-eagles-lake, usgs, usgs-ea927b12-3f12-4e5c-a74c-b0cf6c2a2b14
Organization: Department of the Interior
Tables and charts for isotope-abundance variations and atomic weights of selected elements: 2016 (Ver. 1.1, May 2018)

Twelve chemical elements have intervals for their standard atomic weights, namely hydrogen, lithium, boron, carbon, nitrogen, oxygen, magnesium, silicon, sulfur, chlorine, bromine and thallium. Isotopic abundances, isotope-delta values, and atomic weights for each of the lower and upper bounds of materials and compounds of these 12 elements are tabulated. Version 1.1 is the most current version.

Tags: isotopic-abundances, usgs-580e719ae4b0f497e794b7d8
Organization: Department of the Interior
LANDFIRE 2016 Remap Aspect (ASP) Guam Northern Mariana Islands

Aspect was produced from the IA DEM using ESRI's Aspect tool. Method option in the tool was ‘PLANAR'. The aspect defines downslope direction. Non-defined aspect (slope is less than or =2) are assigned a value of -1. Aspect values range from 0.0 to 359.0 degrees Focal Statistics were used on the Percent Rise Slope using a 9x9 window and a median statistics value. the file was then used to rectify over the Aspect file (in house script was used).

Tags: aspect, biota, commonwealth-of-the-northern-mariana-islands, fires, geographic-information-systems, geospatial-datasets, guam, hazard-preparedness, ia, image-collections, insular-areas, landfire-2016-remap, oconus, raster-digital-data, remote-sensing, topo, topography, u-s-geological-survey-usgs, united-states, us, usgs-baf02b83-58a4-43c6-a439-91c9e47600ce
Organization: Department of the Interior
Wyodak-Anderson coal zone study limit in the Powder River Basin, Wyoming and Montana (wabndg.shp)

This ArcView shapefile contains a polygon representing
the study area for the Wyodak-Anderson coal zone in the
Powder River Basin, Wyoming and Montana. This theme
was created specifically for
the National Coal Resource Assessment in the Northern
Rocky Mountains and Great Plains Region

Tags: big-horn-county, campbell-county, coal, coal-boundary, coal-zone-outcrop, converse-county, economy, environment, geoscientificinformation, johnson-county, montana, nca2000, northern-rocky-mountain-and-great-plains-fort-union-coal-resources-assessment, northern-rocky-mountain-and-great-plains-region, nrockiescoal, powder-river-basin, powder-river-county, powderbasincoal, sheridan-county, study-area, tertiary, usgs-60ad2f0ed34e4043c850ed43, usgs-national-coal-resource-assessment, wyodak-anderson-coal-zone, wyoming
Organization: Department of the Interior
Observations of tsunami and runup heights in Santa Cruz Harbor and surrounding beaches from the 2022 Hunga Tonga-Hunga Ha'apai tsunami

The 14 January 2022 eruption of Tonga Hunga-Tonga Ha'apai volcano generated tsunamis that impacted the west coast of the United States on the morning of 15 January 2022. This data release presents runup heights and tsunami heights collected by the U.S. Geological Survey (USGS) and the California Geological Survey (CGS) during surveys at the Santa Cruz Harbor and beaches in Santa Cruz County, California, on January 19th and 20th, 2022 (USGS Field Activity 2022-607-FA). Evidence of tsunami inundation included high water marks on buildings and harbor infrastructure, wrack lines, and flow-direction indicators such as bent vegetation. Elevations surveyed at the maximum inland extent of tsunami inundation are classified as “runup heights.” High-water mark elevations are classified as “tsunami heights.” At Seabright, Beer Can, and Manresa beaches, the inferred tsunami inundation limit was identified as the highest wrack line on each beach. The wrack line coincided with a change in sand color, with the inundated side consisting of darker colored sand. Based on eyewitness and video observations of the tsunami in Santa Cruz Harbor, most of the surveyed tsunami and runup heights are the result of inundation from the highest wave around 08:50 PST (16:50 GMT). Flow-depth markers on buildings and infrastructure from a later wave were measured and reported as lower tsunami heights and are noted. The   final point data are provided in a comma-separated text file and are projected in cartesian coordinates using the Universal Transverse Mercator (UTM), Zone 10 North, meters coordinate system.

Tags: cmhrp, coastal-and-marine-hazards-and-resources-program, elevation, geoscientificinformation, gps-measurement, monterey-bay, oceans, pacific-coastal-and-marine-science-center, pacific-ocean, pcmsc, santa-cruz, santa-cruz-county, tsunami-events, tsunamis, u-s-geological-survey, usgs, usgs-61fab9cdd34e622189c77fdc
Organization: Department of the Interior
Wind rose plots for the volcano: 266120  Klabat

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-58d012a8e4b0236b68f52bce, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Historical simulated snowpack and other hydrometeorology data at 90 m for the Crown of the Continent and vicinity, United States and Canada, water years 1981-2020

This data release contains historical SnowModel (Liston and Elder, 2006) output for the Crown of the Continent and surrounding areas in Montana and Idaho, USA; and Alberta and British Columbia, Canada from September 1, 1981 through August 31, 2020. Fifteen daily variables were simulated or derived for this release: (1)  snow water equivalent (swed), (2) liquid precipitation (rpre), (3) solid precipitation (spre), (4) albedo (albd), (5) glacial ice melt (glmt), (6) total precipitation (prec), (7) runoff (roff), (8) snow covered area (sca), (9) snow density (sden), (10) snowmelt (smlt), (11) snow depth (snod), (12) snow sublimation (ssub), (13) air temperature (tair), (14) wind speed (wspd), and (15) wind direction (wdir). Daily variables were also summarized to monthly means or sum, and daily swed was also summarized to annual peak swed. Monthly summaries were further summarized to U.S. Geological Survey 12-digit Hydrologic Units. The simulation used to produce these outputs was conducted on a 90 m geospatial grid and was forced using meteorology from a recently completed (2023) 4 kilometer reanalysis product using the Weather Research and Forecasting (WRF) model covering the conterminous United States (CONUS404, Rasmussen and others, 2023a; 2023b). Land cover information for the simulation was provided by the 2016 National Land Cover Database (Jin and others, 2019) and 90 m elevation information was provided by the National Elevation Dataset (Gesch and others, 2018).

Tags: alberta, british-columbia, climatologymeteorologyatmosphere, crown-of-the-continent, glacier-national-park, idaho, montana, northern-rocky-mountains, precipitation-atmospheric, runoff, snow, snow-and-ice-cover, snowmelt, snowpack, usgs-64aed87ad34e70357a294af6, waterton-lakes-national-park
Organization: Department of the Interior
l1282wg.m77t - MGD77 data file for Geophysical data from field activity L-12-82-WG in Western Gulf of Alaska from 09/22/1982 to 10/05/1982

Single-beam bathymetry, gravity, and magnetic data along with DGPS navigation data was collected as part of field activity L-12-82-WG in Western Gulf of Alaska from 09/22/1982 to 10/05/1982, http://walrus.wr.usgs.gov/infobank/l/l1282wg/html/l-12-82-wg.meta.html
These data are reformatted from space-delimited ASCII text files located in the Coastal and Marine Geology Program (CMGP) InfoBank field activity catalog at http://walrus.wr.usgs.gov/infobank/l/l1282wg/html/l-12-82-wg.bath.html, http://walrus.wr.usgs.gov/infobank/l/l1282wg/html/l-12-82-wg.grav.html, and http://walrus.wr.usgs.gov/infobank/l/l1282wg/html/l-12-82-wg.mag.html into MGD77T format provided by the NOAA's National Geophysical Data Center(NGDC). The MGD77T format includes a header (documentation) file (.h77t) and a data file (.m77t). More information regarding this format can be found in the publication listed in the Cross_reference section of this metadata file.

Tags: ak, aleutian-arc, bathymetry, bathymetry-and-elevation, bathymetry-measurement, distributions, geoscientificinformation, gravimeter-measurement, gravimetry, magnetic-anomalies, magnetic-field-observations, magnetometer-measurement, marine-geology, marine-geophysics, marine-gravity-field, marine-magnetic-field, oceans, seafloor-topography, single-beam-echo-sounder, usa, usgs-eae1d0f9-1c9c-4be2-818f-4e187f5d73bc, water-depth, western-gulf-of-alaska
Organization: Department of the Interior
Cottonwood Lake Study Area-Wetland Vegetation Zones-1983

Spatial polygons of vegetation zones in 1983 for wetlands; P1, P2, P3, P4, P7, P8, T2, T3, T4, T5, T6, T7, T8, and T9 within the Cottonwood Lake Study Area, Stutsman County, North Dakota. Created from a collection of digital orthorectified images from aerial photographs of the study area acquired during 1983 using Stewart and Kantrud classification system.

Tags: aquatic-vegetation, biota, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagteddy, chase-lake-wetland-management-districtgtstutsman-county-waterfowl-production-areagtshuler, cottonwood-lake-study-area, earth-sciencegtbiospheregtaquatic-ecosystemsgtwetlandsgtlacustrine-wetlands, earth-sciencegtbiospheregtaquatic-ecosystemsgtwetlandsgtpalustrine-wetlands, earth-sciencegtbiospheregtterrestrial-ecosystemsgtwetlandsgtlacustrine-wetlands, earth-sciencegtbiospheregtterrestrial-ecosystemsgtwetlandsgtpalustrine-wetlands, earth-sciencegtbiospheregtvegetationgtvegetation-cover, environment, inlandwaters, north-dakota, northern-great-plains, prairie-pothole-region, stutsman-county, surface-water-non-marine, united-states-of-america, usgs-58c6f875e4b0849ce9782045, vegetation-changes, wetland-ecosystems, wetlands
Organization: Department of the Interior