AndreaBozzo/ceres-open-data-index huggingface dataset:
2004 Digitized Shoreline for Breton Island, Louisiana(Geographic, NAD83)

Shorelines were derived from the U.S. Geological Survey Earth Resources Observation and Science (EROS) Center’s Digital Orthophoto Quarter Quads (DOQQ) images collected on January 20, 2004. This dataset contains digitized shorelines created from the USGS imagery for Breton Island, Louisiana. Shorelines were digitized in ArcMap 10.2.2 so they could be used for area and shoreline change analysis, using the Digital Shoreline Analysis System (DSAS) version 4.0.

Tags: barrier-island-migration, boundaries, breton-island, coastal, coastal-processes, digital-orthophoto-quarter-quads-doqq, digitization, elevation, environment, erosion, geoscientificinformation, gulf-of-mexico, la, louisiana, mapping, mean-high-water, oceans, shore, shoreline, shoreline-accretion, shoreline-data, shoreline-erosion, shoreline-map, usa, usgs-e5460588-34f9-455c-b35e-47f1b6c1786c
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2021 Site 1024 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-64dce25bd34e5f6cd5528052, wetland, wetland-restoration
Organization: Department of the Interior
Digital version of the Cape Cod and the Islands Geologic Map (CAPE_GEOLGEOG shapefile, Geographic, NAD83)

These data represent a digital form of the geologic map of Cape Cod and the islands.

Tags: arcview, barnstable-county, buzzards-bay, cape-cod-and-the-islands, cape-cod-bay, cmgp, coastal-and-marine-geology-program, elizabeth-islands, geologic-map, geologic-map-of-cape-cod-and-the-islands-massachusetts, geology, geoscientificinformation, geospatial-datasets, glacial-deposits, glaciology, interpretation, marthas-vineyard, massachusetts, nantucket, nantucket-sound, new-england, north-america, polygon, scientific-interpretation, shapefile, u-s-geological-survey, united-states, usgs, usgs-3516befe-7bdf-493b-88f3-994796126a1c, vineyard-sound, whsc, woods-hole-science-center
Organization: Department of the Interior
Mineral Commodity Summaries 2023 - SELENIUM Data Release

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

Tags: metallic-mineral-resources, selenium, selenium-dioxide, selenium-metal, usgs-63d1a562d34e06fef15007a9
Organization: Department of the Interior
Geomorphic variables for classification of the Upper Missouri River, Montana and North Dakota

This dataset consists of seven geomorphic  variables attributed to standard river mile address points at 0.1 mile (160 m) intervals between Fort Peck Dam and the headwaters of Lake Sakakawea. The data illustrate the geomorphic variation in this 300-km segment of the Upper Missouri River and are indicative of channel complexity, thought to be an important influence on dispersal and retention of larval sturgeon.

Tags: dispersal-organisms, geomorphology, habitats, inlandwaters, montana, north-dakota, streamflow, usgs-64d0e48cd34ef477cf3bf3b7
Organization: Department of the Interior
Channel Mapping of the Colorado River in Grand Canyon National Park, Arizona, May 2009, river miles 29 to 62—Data

Bathymetric, topographic, and grain-size data were collected in May 2009 along a 33-mi reach of the Colorado River in Grand Canyon National Park, Arizona. The study reach is located from river miles 29 to 62 at the confluence of the Colorado and Little Colorado Rivers. Channel bathymetry was mapped using multibeam and singlebeam echosounders, subaerial topography was mapped using ground-based total-stations, and bed-sediment grain-size data were collected using an underwater digital microscope system. These data were combined to produce digital elevation models, spatially variable estimates of digital elevation model uncertainty, georeferenced grain-size data, and bed-sediment distribution maps.

Tags: arizona, bathymetric, bed-sediment-distribution, colorado-river, diamond-creek, digital-elevation-model, elevation, environment, grain-size, grand-canyon, grand-canyon-national-park, hillshade, lees-ferry, little-colorado-river, marble-canyon, paria-river, topographic, uncertainty-model, usgs-58a37ca7e4b0c8251288e907
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2018 Site 0337 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-611d2b2bd34e40dd9c012958, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Annual Aquaculture and Irrigation Water-Use Estimates by Use for the Mississippi Alluvial Plain, 1999-2017

These annual water-use rasters estimate the total amount of groundwater used for aquaculture and irrigation purposes within the Mississippi Alluvial Plain. This dataset contains 114 annual water-use rasters for 6 different categories: aquaculture, cotton, corn, rice, soybeans, and all other crops. Units are in cubic meters per square mile.

Tags: alabama, aquaculture-water-use, arkansas, illinois, kentucky, louisiana, mississippi, missouri, remote-sensing, tennessee, texas, usgs-5dde8605e4b04a30051ae8fb, water-supply-and-demand, water-use
Organization: Department of the Interior
Unprocessed aerial imagery from 15 October 2019 coastal survey of Central California.

This is a set of 3777 oblique aerial photogrammetric images and their derivatives, collected from San Francisco to Monterey with a fixed-lens digital camera from a crewed light aircraft, for processing using structure-from-motion photogrammetry and machine learning to study coastal geomorphic processes at high temporal and spatial resolution. JPG files in each folder follow the following naming convention: {CAM###}_{YYYYMMDDHHMMSS_ss}.jpg, where {CAM###} is the last 3 digits of the camera serial number, preceded by the letters "cam", and where {YYYYMMDDHHMMSS_ss} is the image acquisition time in {YearMonthDayHourMinuteSecond_hundredths} expressed in 24-hour time, as recorded by the camera's internal clock and written to the SubSecondDateTime field in the image EXIF data (for example CAM001_202009182311_50 would be the timestamp for an image with a SubSecondDateTime EXIF time/date stamp of September 18th, 2020 at 11:11.50 pm.

Tags: aerial-and-satellite-photography, aerial-photography, agents-of-coastal-change, anthropogenic-agents-of-coastal-change, cmhrp, coastal-and-marine-hazards-and-resources-program, coastal-development, coastal-ecosystems, coastal-erosion, coastal-landslides, coastal-processes, datasets, distributions, earth-sciences, ecology, environment, geography, geologic-processes, geology, geoscientificinformation, geospatial-datasets, habitat, image-analysis, image-collections, imagerybasemapsearthcover, infrastructure, pacific-coastal-and-marine-science-center, pcmsc, physical-habitats-and-geomorphology, remote-sensing, slope-processes, structures, u-s-geological-survey, united-states, united-states-and-territories, usgs, usgs-cf0640c6-cf4f-428d-bf11-2db898e26d36, visible-light-imaging
Organization: Department of the Interior
Base of aquifer contour boundary of the principal aquifer for portions of the North Platte, South Platte, and Twin Platte Natural Resources Districts, western Nebraska

The U.S. Geological Survey and its partners have collaborated to complete airborne geophysical surveys for 
areas of the North and South Platte River valleys and Lodgepole Creek in western Nebraska. The objective 
of the surveys was to map the aquifers and bedrock topography of selected areas to help improve the 
understanding of groundwater-surface-water relationships to be used in water management decisions. 
Frequency-domain (2008 and 2009) and time-domain (2010) helicopter electromagnetic surveys were 
completed, using a unique survey flight line design, to collect resistivity data that can be related to lithologic 
information for refinement of groundwater model inputs.  To make the geophysical data useful to 
multidimensional groundwater models, numerical inversion is necessary to convert the measured data 
into a depth-dependent subsurface resistivity model.  This inversion model, in conjunction with sensitivity 
analysis, geological ground truth (boreholes), and geological interpretation, is used to characterize 
hydrogeologic features.  The two- and three- dimensional interpretation provides the groundwater 
modeler with a high-resolution hydrogeologic framework and a quantitative estimate of framework 
uncertainty.  This method of creating hydrogeologic frameworks improved the understanding of the 
actual flow path orientation by redefining the location of the paleochannels and associated bedrock 
highs. The improved models represent the hydrogeology at a level of accuracy not achievable using 
previous data sets.

Tags: environment, geoscientificinformation, imagerybasemapsearthcover, inlandwaters, nebraska, ogallala, scottsbluff, sidney, usgs-0dba6e6c-f07d-4152-8c27-927b0fde5013
Organization: Department of the Interior
Long-term and short-term shoreline change rates for the Outer Cape Cod, Massachusetts, calculated with and without the proxy-datum bias using the Digital Shoreline Analysis System version 5.1

The Massachusetts Office of Coastal Zone Management launched the Shoreline Change Project in 1989 to identify erosion-prone areas of the coast and support local land-use decisions. Trends of shoreline position over long and short-term timescales provide information to landowners, managers, and potential buyers about possible future impacts to coastal resources and infrastructure.  In 2001, a 1994 shoreline was added to calculate both long- and short-term shoreline change rates along ocean-facing sections of the Massachusetts coast. In 2013 two oceanfront shorelines for Massachusetts were added using 2008-2009 color aerial orthoimagery and 2007 topographic lidar datasets obtained from NOAA's Ocean Service, Coastal Services Center. In 2018, two new mean high water (MHW) shorelines for the Massachusetts coast extracted from lidar data between 2010-2014 were added to the dataset. This 2021 data release includes rates that incorporate one new shoreline extracted from 2018 lidar data collected by the U.S. Army Corps of Engineers (USACE) Joint Airborne Lidar Bathymetry Technical Center of Expertise (JALBTCX), added to the existing database of all historical shorelines (1844-2014), for the North Shore, South Shore, Cape Cod Bay, Outer Cape, Buzzard’s Bay, South Cape, Nantucket, and Martha’s Vineyard. 2018 lidar data did not cover the Boston or Elizabeth Islands regions. Included in this data release is a proxy-datum bias reference line that accounts for the positional difference in a proxy shoreline (like a High Water Line shoreline) and a datum shoreline (like a Mean High Water shoreline. This issue is explained further in Ruggiero and List (2009) and in the process steps of the metadata associated with the rates. This release includes both long-term (~150+ years) and short term (~30 years) rates.  Files associated with the long-term rates have "LT"; in their names, files associated with short-term rates have "ST"; in their names.

Tags: accretion, atlantic-coast, baseline, cape-cod, cmgp, coastal-and-marine-geology-program, coastal-processes, digital-shoreline-analysis-system, dsas, erosion, esri-polyline-shapefile, geoscientificinformation, geospatial-datasets, historical-shoreline, linear-regression-rate, long-term, lrr, massachusetts, massachusetts-office-of-coastal-zone-management, new-england, oceans, outer-cape, shoreline, shoreline-change-rate, short-term, transect, u-s-geological-survey, united-states, usgs, usgs-6108434fd34ef8d70565bff3, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Assessing the Effectiveness of Nourishment in Decadal Barrier Island Morphological Resilience: Model Inputs and Outputs (Storm_158_Elevations_N)

Using version 5527 of the XBeach numerical model (Roelvink and others, 2009), barrier island morphological change was simulated at Dauphin Island, Alabama (AL), for a 30-year forecast of multiple storms and sea level rise, considering scenarios of no-action and beach and dune nourishment as described in Passeri and others (2021). The two-dimensional XBeach model can be applied to barrier islands to solve for time-dependent topography and bathymetry. The XBeach model setup requires the input of topographic and bathymetric elevations at each grid cell. Model inputs and outputs in the form of topography and bathymetry at each grid cell are provided in this data release. For further information regarding model input generation and visualization of model output, refer to Passeri and others (2021).

Tags: alabama, barrier-island-migration, bathymetry, coastal-processes, dauphin-island, digital-elevation-models, elevation, geomorphology, geoscientificinformation, gulf-of-mexico, marine-geology, morphologic-change, oceans, sea-level-change, spcmsc, st-petersburg-coastal-and-marine-science-center, storm-surge, topography, u-s-geological-survey, usgs, usgs-10baea6d-dd23-41d4-b5e7-6b3a6e92a072
Organization: Department of the Interior
Declustered Seismicity catalog used in the 2017 one-year seismic hazard forecast for the Central and Eastern United States from induced and natural earthquakes

The U. S. Geological Survey (USGS) makes long-term seismic hazard forecasts that are used in building codes. The hazard models usually consider only natural seismicity; non-tectonic (man-made) earthquakes are excluded because they are transitory or too small. In the past decade, however, thousands of earthquakes related to underground fluid injection have occurred in the central and eastern U.S. (CEUS), and some have caused damage. In response, the USGS is now also making short-term forecasts that account for the hazard from these induced earthquakes.  This data set is the declustered seismicity catalog for the Central and Eastern United States short-term hazard model that contains both the natural and induced earthquakes.

Tags: alabama, arizona, arkansas, colorado, connecticut, delaware, district-of-columbia, earthquake, florida, georgia, hazard, illinois, indiana, induced, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, montana, natural, nebraska, new-hampshire, new-jersey, new-mexico, new-york, north-carolina, north-dakota, ohio, oklahoma, pennsylvania, rhode-island, seismic, south-carolina, south-dakota, tennessee, texas, united-states, usa, usgs-58ac9c40e4b0ce4410e7d821, utah, vermont, virginia, west-virginia, wisconsin, wyoming
Organization: Department of the Interior
Transient electromagnetic (TEM) sounding data; San Luis Valley, Colorado, 2007

Transient electromagnetic (TEM) soundings were made in the San Luis Valley, Colorado, to map the location of a blue clay unit as well as to investigate the presence of suspected faults. A total of 147 soundings were made near and in Great Sand Dunes National Park and Preserve, and an additional 6 soundings were made near Hansen Bluff on the eastern edge of the Alamosa National Wildlife Refuge. The blue clay is a significant hydrologic feature in the area that separates an unconfined surface aquifer from a deeper confined aquifer. Knowledge of its location is important to regional hydrological models. Previous analysis of well logs has shown that the blue clay has a resistivity of 10 ohm-meters or less, which is in contrast to the higher resistivity of sand, gravel, and other clay units found in the area, making it a very good target for TEM soundings. The top of the blue clay was found to have considerable relief suggesting the possibility of deformation of the clay during or after deposition. Because of rift activity deformation is to be expected. Of the TEM profiles made across faults identified by aeromagnetic data, some showed resistivity variations and (or) subsurface elevation relief of resistivity units suggestive of faulting. Such patterns were not associated with all suspected faults. The Hansen Bluff profile showed variations in resistivity and depth to conductor that coincide with a scarp between the highlands to the east and the floodplain of the Rio Grande River to the west.

Tags: alamosa-county, alamosa-national-wildlife-refuge, aquifer, clay, clay-deposits, colorado, electromagnetic-surveying, fault-detection, faulting-geologic, geophysics, geoscientificinformation, great-sand-dunes-national-park, great-sand-dunes-national-preserve, groundwater, saguache-county, san-luis-valley, subsurface-mapping, subsurface-maps, tem, transient-electromagnetic-sounding, usgs-5841bc82e4b04fc80e518c62
Organization: Department of the Interior
Molecular and morphological data for Channa aurolineata in Florida

We analyzed morphological and molecular data from one existing and one newly discovered population of 'bullseye' snakehead (Teleostei: Channidae) from Florida. Morphological and meristic data were collected from museum collections and compared with data from recent taxonomic revisions of related species in the 'Marulius' species group from southeast Asia. Additionally, we performed DNA sequencing of COI barcodes from museum tissue vouchers (corresponding with lots examined for morphology) and compared these sequences with an existing COI barcode library for the 'Marulius' group. These analyses were used to determine the taxonomic identity of snakeheads established in Florida.

Tags: biota, dna-sequencing, florida, ichthyology, invasive-species, manatee, meristics, morphology-biological, southern-florida, systematics-and-taxonomy, united-states, usgs-61f3ffc7d34e622189baac44
Organization: Department of the Interior