AndreaBozzo/ceres-open-data-index huggingface dataset:
Geospatial bathymetry dataset for the Black River near Great Bend, New York, 2020

On August 25, 2020, the U.S. Geological Survey conducted a bathymetry survey of a 550 meter long reach of the Black River near Great Bend, New York. The study reach began approximately 1,000 meters upstream from the State Route 26 bridge in Great Bend, New York. Depth data were collected primarily with a 1,200 kilohertz Teledyne RD Instruments RioPro acoustic Doppler current profiler (ADCP) with position data from differential global navigation satellite system (GNSS) Hemisphere V102 DGPS antenna (any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government). Water surface elevations were established using real-time kinematic (RTK) GNSS surveys; additional bathymetry points were also measured using RTK-GNSS. Quality assurance of the RTK-GNSS included observations of two documented benchmarks.  Files included in this Data Release include shapefiles with detailed attribute tables and accompanying comma-separated values files of ADCP bathymetry points (BlackR_ADCPBeamDepths.shp and .csv), GNSS bathymetry points (BlackR_GNSS_BathyPoints.shp and .csv), and GNSS water surface elevation points (BlackR_GNSS_WSEPoints.shp and.csv), and a comma-separated values file of the GNSS benchmark occupation data (BlackR_GNSS_Benchmarks.csv).

Tags: acoustic-doppler-current-profiling, bathymetry, black-river, elevation, fort-drum, gps-measurement, great-bend, inlandwaters, jefferson-county, new-york, usgs-5f5bd5db82cefd9f208832a0
Organization: Department of the Interior
COW_Q24.TIF - U.S. Pacific West Coast EEZ GLORIA sidescan-sonar data mosaic (24 of 36) (TM, 50 m, NAD27)

In March 1983, President Ronald Reagan signed a proclamation establishing an Exclusive Economic Zone (EEZ) of the United States extending its territory 200 nautical miles from the coasts of the United States, Puerto Rico, the Northern Mariana Islands, and the U.S. territories and possessions. In 1984, the U.S. Geological Survey (USGS), Office of Marine Geology began a program to map these areas of the EEZ. The U.S. Pacific Coast was the first EEZ region to be mapped and launched GLORIA (Geological LOng-Range Inclined Asdic) mapping program. The area covered by this survey extended from the Mexican to the Canadian borders and from the continental shelf edge, at about the 400-meter bathymetric contour, to 200 nautical miles from the coast. Survey of the U.S. Pacific West Coast EEZ was completed in four consecutive cruises conducted from late April through mid-August 1984. The collected GLORIA data were processed and digitally mosaicked to produce continuous imagery of the seafloor. A total of 36 digital mosaics of an approximate 2 degree by 2 degree (or smaller) area with a 50-meter pixel resolution were completed for the region.

Tags: abyssal-submarine-fan, acoustic-receivers, acoustic-reflectivity, arguello-canyon, arguello-fan, backscatter, baja-seamount-province, blanco-fracture-zone, borderland, california, cascadia-channel, cmgp, coastal-and-marine-geology-program, continental-island-rise, continental-island-slope, coos-bay, delgada-fan, delgado-fan, distributions, eez, escanaba-trough, exclusive-economic-zone, exclusive-economic-zone-eez, farallon-fan, geological-long-range-inclined-asdic, geoscientificinformation, geotiff-image, gloria, gloria-gt-geological-long-range-inclined-asdic, gorda-basin, gorda-escarpment, gorda-plate, gorda-ridge, grey-scale-image, image-mosaics, imagerybasemapsearthcover, infobank-identifier-f-1-84-sc, infobank-identifier-f-2-84-nc, infobank-identifier-f-3-84-nc, infobank-identifier-f-4-84-wo, juan-de-fuca-plate, juan-de-fuca-ridge, marine-basin-floor, marine-geology, marine-geophysics, marine-oceanic, mendocino-canyon, mendocino-channel, mendocino-fracture-zone, monterey-canyon, monterey-fan, murray-fracture-zone, nitinat-fan, northern-california-ecoregion, ocean-gt-pacific-ocean, ocean-gt-pacific-ocean-gt-north-pacific-ocean, oceans, oceans-gt-ocean-acoustics-gt-acoustic-reflectivity, oregon, oregon-washington-vancouver-coast-and-shelf-ecoregion, pacific-plate, physical-habitats-and-geomorphology, point-arena, point-conception, san-diego-trough, san-lucia-escarpment, san-pedro-trough, santa-monica-trough, sea-floor-acoustic-reflectivity, sea-floor-characteristics, seabed, side-scan-sonar, sidescan-sonar, sidescan-sonar-mosaic, southern-california-bight-ecoregion, taney-seamounts, u-s-geological-survey, u-s-pacific-west-coast, usgs, usgs-bd3a2dfd-6ccc-45af-9331-1c08ce6891fb, washington, wcmg, western-coastal-and-marine-geology
Organization: Department of the Interior
Tiltmeter data from Kīlauea Volcano, Hawaii, spanning the 2018 eruption and earthquake sequence

Data collected by 11 borehole tiltmeters operated by the U.S. Geological Survey on Kīlauea Volcano, on the Island of Hawai'i.  Data was collected between 30 April, 2018 and 5 August, 2018.  Among the features captured by this data set are: the collapse of Puʻuʻōʻō on 30 April, 2018, the migration of magma down the East Rift Zone from 30 April to 3 May, 2018, the M6.9 earthquake on 4 May, 2018, and the deflation and collapse of the shallow magma chamber at Kīlauea from early May until 5 August, 2018.

Tags: earthquakes, field-inventory-and-monitoring, geodesy, kaena-point, klauea-volcano, puu, time-series-datasets, ukahuna-bluff, usgs-5d8c0330e4b0c4f70d0c339a, volcanic-activity
Organization: Department of the Interior
An Unvegetated to Vegetated Ratio (UVVR) for coastal wetlands of the Gulf of Mexico Coast - 2021

Prior research has shown that sediment budgets, and therefore stability, of microtidal marsh complexes scale with areal unvegetated to vegetated marsh ratios (UVVR) suggesting these metrics are broadly applicable indicators of microtidal marsh vulnerability. This effort has developed the UVVR metric using readily available satellite imagery for the coastal areas of the contiguous United States (CONUS). These datasets provide annual averages of the 1) unvegetated fraction, 2) vegetated fraction, 3) water fraction and 4) an unvegetated to vegetated ratio (UVVR) at 30-meter resolution over the coastal areas of the contiguous United States for the year 2021. Additionally, multi-year average values of vegetated ratio, its standard deviation and a UVVR based on the annually-averaged vegetated ratio are provided for the coastal wetlands of the contiguous United States.

Tags: alabama, coastal-wetlands, conterminous-united-states, florida, fractional-cover, gulf-of-mexico-coast, louisiana, mississippi, texas, unvegetated, unvegetated-to-vegetated-ratio, usgs-66e1d006d34ecba8b8677853, uvvr, vegetation, wetland-change, wetland-gain, wetland-loss, wetlands
Organization: Department of the Interior
Recurrence interval of sediment mobility at select points in the Gulf of Maine south into the Middle Atlantic Bight for May, 2010 - May, 2011 (GMAINE_mobile_freq, Geographic, WGS 84)

The U.S. Geological Survey has been characterizing the regional variation in shear stress on the sea floor and sediment mobility through statistical descriptors.  The purpose of this project is to identify patterns in stress in order to inform habitat delineation or decisions for anthropogenic use of the continental shelf.  The statistical characterization spans the continental shelf from the coast to approximately 120 m water depth, at approximately 0.03 degree (2.5-3.75 km, depending on latitude) resolution.  Time-series of wave and circulation are created using numerical models, and near-bottom output of steady and oscillatory velocities and an estimate of bottom roughness are used to calculate a time-series of bottom shear stress at 1-hour intervals.  Statistical descriptions such as the median and 95th percentile, which are the output included with this database, are then calculated to create a two-dimensional picture of the regional patterns in shear stress.  In addition, time-series of stress are compared to critical stress values at select points calculated from observed surface sediment texture data to determine estimates of sea floor mobility.

Tags: alteration-of-benthic-habitats, atlantic-ocean, bottom-shear-stress, cmgp, cmhrp, cmsp, coastal-and-marine-geology-program, coastal-and-marine-hazards-and-resources-program, coastal-and-marine-spatial-planning, continental-island-shelf, current, fvcom, georges-bank, geoscientificinformation, grant-madsen, gulf-of-maine, gulf-of-maine-bay-of-fundy-ecoregion, habitat-alteration-and-disturbance, hudson-shelf-valley, long-island, long-island-sound, marine-nearshore-subtidal, marine-offshore-subtidal, massachusetts-bay, mathematical-modeling, middle-atlantic-bight, nantucket-shoals, new-york-bight, north-america, numerical-modeling, ocean-processes, oceans, predictions, recurrence-interval, rhode-island-sound, sea-floor, sea-floor-characteristics, sea-floor-habitat, seabed, seafloor, sediment-mobility, sediment-transport, stellwagen-bank, substrate, swan, u-s-east-coast, u-s-geological-survey, united-states, usgs, usgs-3165c6a9-8189-4ba4-826a-d07455c61ef9, wave, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
2015 Irrigated acres feature class for the Upper Rio Grande Basin, New Mexico and Texas, United States and Chihuahua, Mexico

Consumptive use (CU) of water is an important factor for determining water availability and groundwater storage. Many regional stakeholders and water-supply managers in the Upper Rio Grande Basin have indicated CU is of primary concern in their water-management strategies, yet CU data is sparse for this area. This polygon feature class, which represents irrigated acres for 2015, is a geospatial component of the U.S. Geological Survey National Water Census Upper Rio Grande Basin (URGB) focus area study's effort to improve quantification of CU in parts of New Mexico, west Texas, and northern Chihuahua. 
These digital data accompany Ivahnenko, T.I., Flickinger, A.K., Galanter, A.E., Douglas-Mankin, K.R., Pedraza, D.E., and Senay, G.B., 2021, Estimates of public-supply, domestic, and irrigation water withdrawal, use, and trends in the Upper Rio Grande Basin, 1985 to 2015: U.S. Geological Survey Scientific Investigations Report 2021–5036, 31 p., https://doi.org/10.3133/sir20215036.

Tags: abiquiu-reservoir, aerial-photography, ahumada, alamosa, alamosa-county, alamosa-creek, alamosa-river, albuquerque, anthony, antonito, archuleta-county, ascension, belen, bernalillo-county, bonanza, buenaventura, caballo-reservoir, catron-county, center, chama, chihuahua, cibola-county, ciudad-juarez, cochiti-lake, colorado, conejos-county, costilla-county, creede, del-norte, dona-ana-county, el-paso, el-paso-county, el-porvenir, elephant-butte, elephant-butte-reservoir, environment, espanola, esperanza, geographic-information-systems, geography, geoscientificinformation, geospatial-analysis, geospatial-datasets, grants, groundwater, guadalupe, hatch, heron-reservoir, hinsdale-county, horizon, hudspeth-county, hydrology, image-analysis, inlandwaters, irrigation, juarez, land-use-and-land-cover, las-cruces, los-alamos-county, mckinley-county, mexico, mineral-county, monte-vista, mora-county, multispectral-imaging, new-mexico, praxedis-g-guerrero, red-river, remote-sensing, rio-arriba-county, rio-chama, rio-grande, rio-grande-county, rio-puerco, rio-rancho, rio-salado, rio-san-jose, saguache-county, saguache-creek, san-agustin, san-elizario, san-isidro, san-juan-county, san-luis, sandoval-county, santa-fe, santa-fe-county, sierra-county, socorro, socorro-county, south-fork, spatial-analysis, surface-water-non-marine, taos, taos-county, texas, torrance-county, truth-or-consequence, united-states-of-america, usgs-5b0b0625e4b0c39c93491961, valencia-county, water-resources, water-use
Organization: Department of the Interior
Wind rose plots for the volcano: 355101  Cordon de Puntas Negras

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-58d017a9e4b0236b68f53253, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2016 and 2018 Site 0461 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-611f133ad34e40dd9c01d1c7, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2018 Site 2493 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-611d2d7cd34e40dd9c012ae9, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Sea floor slope analysis for the Stellwagen Bank National Marine Sanctuary region (slope)

The slope analysis of the Stellwagen Bank National Marine Sanctuary region off Boston, Massachusetts was performed using the slope tool in the Spatial Analyst extension in ArcGIS 8.3.  The slope tool calculates the maximum rate of change in elevation over a pixel and its eight neighbors for a surface.  The slope calculations were carried out for the bathymetric grids of the seafloor of this region.

Tags: atlantic-ocean, bathymetry, boston, cmgp, coastal-and-marine-geology-program, eez, elevation, geographic-information-systems, geoscientificinformation, geospatial-datasets, gis, gulf-of-maine, imagerybasemapsearthcover, ma, marine-geology, marine-geophysics, massachusetts, oceans, sbnms, sea-floor-characteristics, sea-floor-features, sea-floor-topography, shallow-eez, slope, stellwagen-bank-national-marine-sanctuary, topographic-data, u-s-geological-survey, usgs, usgs-3468d952-4e8b-4e42-947f-5e07840aaa10, whsc, woods-hole-science-center
Organization: Department of the Interior
Eelgrass distributions derived from a towed underwater video survey of the Nisqually River delta, 2012

This portion of the USGS data release presents eelgrass distributions derived from towed underwater video surveys of the Nisqually River delta, Washington in 2012 (USGS Field Activity Number D-01-12-PS). Eelgrass data were collected from the R/V George Davidson equipped with a towed underwater video system and global navigation satellite system (GNSS) receiver. The underwater video system consisted of a Splashcam standard definition video camera connected to a Sony GV-D1000 video monitor and tape recorder. Positioning of the survey vessel was determined at 1 Hz intervals using a Trimble R7 GNSS receiver and Trimble Zephyr Model 2 antenna. The positioning data from the GNSS were encoded onto the audio track of the digital video recording using Red Hen Systems (RHS) VMS200 hardware.  Underwater video data were recorded as the vessel navigated along a series of shore-perpendicular transects at speeds between 1 and 2 knots. The underwater video recording was later reviewed and the presence or absence of eelgrass was determined for each 1-s segment of video tape. These data were used to evaluate the classification of single-beam sonar data acquired during the same time period.

Tags: aquatic-vegetation, billy-frank-jr-nisqually-national-wildlife-refuge, biota, cmhrp, coastal-and-marine-hazards-and-resources-program, flora, gps-measurement, nisqually-river, pacific-coastal-and-marine-science-center, pcmsc, pierce-county, puget-sound, salish-sea, sea-floor-characteristics, thurston-county, u-s-geological-survey, underwater-photography, usgs, usgs-5ebad8f082ce25b51361807a, usgs-coastal-habitats-in-puget-sound-project-chips, video-observation
Organization: Department of the Interior
Mammal Observations-Oregon OCS Floating Wind Farm Site

This part of the Oregon OCS Data Release presents marine mammal observations from U.S. Geological Survey (USGS) field activity 2014-607-FA in the Oregon Outer continental Shelf (OCS)Floating Wind Farm survey area. The survey was conducted using 12 hour day operations out of Charleston Harbor near Coos Bay, Oregon. The cruise plan consisted of 23 days on site split between sonar mapping and video ground truth surveying. Activities parsed out to nine days of sonar mapping, three days of video surveying, eight days of no operations due to weather, and three days mobilizing and demobilizing (table 1). Typically the Snavely would transit out to the survey area in an hour at a speed of 20 knots. Marine Mammal observations were made during the multibeam sonar mapping portion of the cruise only. Multibeam sonar operations were conducted on north or south oriented tracklines at a speed of 4 to 5 knots depending on sea state. Observations were also made on the transit out to the Floating Windfarm site.

Tags: animal-and-plant-census, biota, cmgp, coastal-and-marine-geology-program, coos-bay, earth-science-gt-biological-classification-gt-animals-vertebrates-gt-mammals-gt-cetaceans, ecosystems, fisheries, habitats, mammals, marine-mammals, oceans, pacific-coastal-and-marine-science-center, pacific-ocean, pcmsc, state-of-oregon, u-s-geological-survey, usgs, usgs-7710297a-9a66-4028-8033-bfa5f7f801ed
Organization: Department of the Interior
Digital Orthorectified Aerial Image of Cottonwood Lake Study Area Wetland P11 from 2014

Orthorectified image from aerial photograph of wetland P11 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-58a35f5de4b0c82512869d53, wetland-ecosystems
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2021 Site 0103 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-64dce0e5d34e5f6cd5527fd9, wetland, wetland-restoration
Organization: Department of the Interior