AndreaBozzo/ceres-open-data-index huggingface dataset:
Autonomous Surface Vehicle Sidescan-sonar mosaic from St Vincent Bar, St. George Sound, Florida (ASV176.TIF)

These data were collected under a cooperative mapping program between the U.S. Geological Survey (USGS), the National Oceanic and Atmospheric Administration Coastal Services Center (NOAA\CSC), and the Apalachicola National Estuarine Research Reserve (NERR). The primary objectives of this program were to collect marine geophysical data to develop a suite of seafloor maps to better define the extent of oyster habitats, the overall seafloor geology of the bay and provide updated information for management of this resource. In addition to their value for management of the bay's oyster resources, the maps also provide a geologic framework for scientific research and the public.
High-resolution bathymetry, backscatter intensity, and seismic profile data were collected over a 230 square kilometers of the floor of the bay. The study focused on the Apalachicola Bay and Western St. George Sound portions of the estuary mostly in depths &gt; 2.0 meters.

Tags: apalachicola-bay, apalachicola-national-estuarine-research-reserve, asv, autonomous-surface-vehicle, cmgp, coastal-and-marine-geology-program, edgetech, edgetech-4200-fs, field-activity-serial-number-06001, florida, geoscientificinformation, geospatial-datasets, geotiff-image, gulf-of-mexico, image-mosaics, imagerybasemapsearthcover, iris, marine-geology, marine-geophysics, oceans, sea-floor, sea-floor-acoustic-reflectivity, seafloor, sidescan, sidescan-sonar, u-s-geological-survey, united-states, usgs, usgs-439ba694-ca3e-42e1-9974-6893e020715e, whsc, woods-hole-science-center
Organization: Department of the Interior
Baseline coastal oblique aerial photographs collected from Navarre Beach, Florida, to Breton Island, Louisiana, September 7, 2016

The U.S. Geological Survey (USGS) conducts baseline and storm-response photography missions to document and understand the changes in the vulnerability of the Nation's coasts to extreme storms. On September 7, 2016, the USGS conducted an oblique aerial photographic survey from Navarre Beach, Florida, to Breton Island, Louisiana, aboard a Maule MT57 aircraft at an altitude of 500 feet (ft) and approximately 1,200 ft offshore. This mission was conducted to collect data for assessing incremental changes in the beach and nearshore area since the last survey, which was flown in September 2016 (https://cmgds.marine.usgs.gov/fan_info.php?fan=2015-335-FA) (Morgan, 2016, [https://dx.doi.org/10.3133/ds1008]), and the data can be used as a baseline to assess future coastal change. The photographs provided are Joint Photographic Experts Group (JPEG) images. The photograph locations are an estimate of the aircraft's position and do not indicate the location of the features in the images. These photographs document the configuration of the barrier islands and other coastal features at the time of the survey. ExifTool (version 4.0) was used to add the following to the header of each photograph: time of collection, GPS latitude, GPS longitude, keywords, credit, artist (photographer), caption, copyright, and contact information. Photographs can be opened with any JPEG-compatible image viewer by clicking on a thumbnail on the contact sheet. All image times are recorded in Coordinated Universal Time (UTC).

Tags: alabama, baseline-survey, beach-erosion, breton-island, cat-island, chandeleur-islands, coastal-aerial-photography, coastal-processes, coastline, curlew-islands, dauphin-island, environment, erosion, geomorphology, grand-gosier-islands, horn-island, image-collections, imagerybasemapsearthcover, louisiana, marine-geology, mississippi, national-assessment-for-coastal-change-hazards, oblique-aerial-survey, oceans, pelican-island, petit-bois-island, photographs, photography, ship-island, structure, u-s-geological-survey, usgs-439ae193-d0e9-4264-b8fa-0572e3d55eff
Organization: Department of the Interior
AA_Q15.TIF - Aleutian Arc U.S. EEZ GLORIA sidescan-sonar data mosaic (15 of 31) (LCC, 50 m, WGS84)

During late July through September 1987 and June and July 1988 the U.S. Geological Survey (USGS) conducted four cruises to cover the U.S. Exclusive Economic Zone (EEZ) region of the Aleutian Arc. As in earlier EEZ reconnaissance surveys, the USGS utilized the GLORIA (Geological LOng-Range Inclined Asdic) sidescan-sonar system to complete the geologic mapping. The collected GLORIA data were processed and digitally mosaicked to produce continuous imagery of the seafloor. A total of 31 digital mosaics of a 3 degree by 3 degree (or smaller) area with a 50-meter pixel resolution were completed for the region.

Tags: acoustic-receivers, acoustic-reflectivity, alaska, aleutian-arc, aleutian-islands-ecoregion, aleutian-trench, amchitka-island, backscatter, bowers-basin, bowers-ridge, cmgp, coastal-and-marine-geology-program, continental-island-slope, distributions, eez, exclusive-economic-zone, exclusive-economic-zone-eez, geological-long-range-inclined-asdic, geoscientificinformation, geotiff-image, gloria, gloria-gt-geological-long-range-inclined-asdic, grey-scale-image, image-mosaics, imagerybasemapsearthcover, infobank-identifier-f-2-87-aa, infobank-identifier-f-3-87-aa, infobank-identifier-f-7-88-aa, infobank-identifier-f-8-88-aa, marine-basin-floor, marine-geology, marine-geophysics, marine-oceanic, ocean-gt-pacific-ocean, ocean-gt-pacific-ocean-gt-north-pacific-ocean, ocean-gt-pacific-ocean-gt-north-pacific-ocean-gt-aleutian-arc, oceans, oceans-gt-ocean-acoustics-gt-acoustic-reflectivity, physical-habitats-and-geomorphology, sea-floor-acoustic-reflectivity, sea-floor-characteristics, seabed, side-scan-sonar, sidescan-sonar, sidescan-sonar-mosaic, stalemate-ridge, tectonic-trench, u-s-geological-survey, usgs, usgs-43974278-b85d-4842-aa60-472f887e523b, wcmg, western-coastal-and-marine-geology, zodiac-fan
Organization: Department of the Interior
Individual Target Data-Collection Points Upstream of the Siltation Dam at Prairie Rose Lake, Shelby County, Iowa

Point coverage of bathymetry target points upstream of the siltation dam at Prairie Rose Lake in Shelby Co., Iowa. 
The U.S. Geological Survey conducted a bathymetric survey of Prairie Rose Lake in 2004.

Tags: bathymetry, contours, environment, geoscientificinformation, hydrology, inlandwaters, iowa, lakes, prairie-rose-lake, shelby-county, usgs, usgs-43926bf3-7543-4803-b97a-ee5539057ab1
Organization: Department of the Interior
LANDFIRE Remap Fuel Vegetation Height (FVH) Marshall Islands

The LANDFIRE (LF) 2016 Remap (Remap) Fuel Vegetation Height (FVH) represents a modified pre-disturbance version of the Existing Vegetation Height (EVH) product from previous LF versions. LF Remap EVH is mapped as continuous estimates of canopy height for tree, shrub, and herbaceous lifeforms with a potential range from 0m to 50m or more. To translate continuous EVH values into fuel model assignments, EVH values are binned to new groups to improve canopy fuel predictions. FVH leverages fuel transition assignments related to disturbed areas by re-establishing  pre-disturbance vegetation and was developed using the full suite of LF vegetation releases and the most recent 10 years of disturbance data. FVH is a capable fuels product that calculates Time Since Disturbance (TSD) assignments for disturbed areas using an "effective year." For example, year 2020 fuels may be calculated for the year 2020. the new process considers all the existing disturbances included in LF Remap and adjusts the TSD for these to the effective year (2020 in the example), making the products "2020 capable fuels." More information about capable fuels can be found at https://www.landfire.gov/lf_remap.php.

Tags: biota, evh, existing-vegetation-height, fires, fuel-vegetation-height, fvh, geographic-information-systems, geospatial-datasets, hazard-preparedness, ia, image-collections, imagerybasemapsearthcover, insular-areas, landfire-2016-remap, lf-2016-remap, marshall-islands, oconus, raster-digital-data, remote-sensing, u-s-forest-service-usfs, u-s-geological-survey-usgs, united-states, us, usgs-438b24c6-cb82-426f-aa75-47bee5de6af1
Organization: Department of the Interior
Umpqua River Oregon Geologic Floodplain

The Umpqua River drains 12,103 square kilometers (4,673 square miles) in southwest Oregon before flowing 
into the Pacific Ocean at Winchester Bay near the city of Reedsport. In cooperation with the Portland District 
of the U.S. Army Corps of Engineers (USACE), the USGS evaluated sediment transport and gravel storage 
along the downstream alluvial reaches of the North and South Umpqua Rivers and the entire mainstem 
Umpqua River. This includes the lower 46.8 kilometers (29.1 miles) of the North Umpqua River and the 
lower 122.6 kilometers (76.2 miles) of the South Umpqua River. 
		
The Umpqua River gravel transport study involved multiple analyses, including tracking patterns of historical 
channel change and estimation of a sediment budget. To support these analyses, digital channel maps were 
produced to depict channel and floodplain conditions along the Umpqua River system from different time periods.
		
GIS layers defining the active channel of the Umpqua River system were developed for three time periods: 
1939, 1967, and 2005. For the South Umpqua River and the 19 kilometers (12 miles) of the mainstem 
Umpqua River downstream from the confluence of the North and South Umpqua Rivers, GIS layers were 
also developed for the time periods 1994, 2000, and 2009.
		
For this project, the active channel was defined as area typically inundated during annual high flows, and 
includes the low-flow channel as well as side channels, islands, and channel-flanking gravel bars. The 
active channel datasets were developed by digitizing from aerial photographs. Aerial photographs from 
1939 and 1967 were scanned, rectified, and mosaiced for this project. Digital orthophotographs from 
1994, 2000, 2005, and 2009 are publicly available (See metadata for each photograph set for more 
information on the rectification process and resolution of each dataset). Although our study area 
encompasses the Umpqua River and lower reaches of the North and South Umpqua Rivers, the 
extent of each dataset depended upon the underlying aerial photographs; for example, the 1967 
photographs extend only as far downstream as floodplain kilometer 7, whereas the 1939 and 2005 
datasets extend to the mouth of the Umpqua River at the Pacific Ocean.

Tags: active-channel, douglas-county, environment, fluvial-geomorphology, geoscientificinformation, inlandwaters, oregon, sediment-transport, umpqua-river, usgs-438a108a-7dd3-49c1-ae28-9a6b2dcc589d
Organization: Department of the Interior
Faults--Offshore of Pacifica map area, California

This part of DS 781 presents data for faults for the geologic and geomorphic map of the Offshore of Pacifica map area, California. The vector data file is included in "Faults_OffshorePacifica.zip," which is accessible from https://pubs.usgs.gov/ds/781/OffshorePacifica/data_catalog_OffshorePacifica.html. These data accompany the pamphlet and map sheets of Edwards, B.D., Phillips, E.L., Dartnell, P., Greene, H.G., Bretz, C.K., Kvitek, R.G., Hartwell, S.R., Johnson, S.Y., Cochrane, G.R., Dieter, B.E., Sliter, R.W., Ross, S.L., Golden, N.E., Watt, J.T., Chin, J.L., Erdey, M.D., Krigsman, L.M., Manson, M.W., and Endris, C.A. (S.A. Cochran and B.D. Edwards, eds.), 2014, California State Waters Map Series—Offshore of Pacifica, California: U.S. Geological Survey Open-File Report 2014–1260, pamphlet 38 p., 10 sheets, scale 1:24,000, https://doi.org/10.3133/ofr20141260.
Faults in the Offshore of Pacifica map area are identified on seismic-reflection data based on abrupt truncation or warping of reflections and (or) juxtaposition of reflection panels with different seismic parameters such as reflection presence, amplitude, frequency, geometry, continuity, and vertical sequence. Faults were primarily mapped by interpretation of seismic reflection profile data from USGS field activities S-15-10-NC and F-2-07-NC. The seismic reflection profiles were collected between 2007 and 2010.

Tags: cmhrp, coastal-and-marine-hazards-and-resources-program, continental-island-shelf, environment, fault, faulting-geologic, geologic-structure, geoscientificinformation, geospatial-datasets, imagerybasemapsearthcover, maps-and-atlases, marine-geology, marine-nearshore-subtidal, marine-offshore-subtidal, northern-california-ecoregion, oceans, pacific-coastal-and-marine-science-center, pacific-ocean, pacifica, pcmsc, rock-substrate, rockaway-beach, san-mateo-county, sea-floor-characteristics, seabed, state-of-california, structural-geology, transform-continental-margin, u-s-geological-survey, unconsolidated-mineral-substrate, usgs, usgs-436a97d8-1612-4d63-883c-c5ad74020194
Organization: Department of the Interior
1997 County Pesticide Use Estimates for 220 Compounds

This dataset includes information for 220 pesticides on the
average amount (pounds) applied to 87 agricultural crops and
the acres of crops treated for counties within the conterminous
United States.  These data were derived by combining published
state pesticide use coefficients published by the National
Center for Food and Agricultural Policy (NCFAP) and county
harvested crop acres available from the 1997 Census of Agriculture.
A description of the methods used to develop the county datbase
is published in USGS OFR 00-250, "Method for Estimating Pesticide Use"
and is available from: http://pubs.er.usgs.gov/pubs/of/ofr00250.
Maps showing the geographic distribution of use for 219 compounds
(BT was not mapped) are available from http://ca.water.usgs.gov/pnsp/.
The pesticide use estimates represent average usage patterns
for the years 1995-1998 and do not represent a specific year.
Key limitations of the data include: (1) state use coefficients
represent an average for the entire state and consequently
do not reflect the local variability of pesticide management
practices found within states and counties, (2) pesticide use
estimates are not for a specific year, but represent typical
use patterns for a four year period, (3) state pesticide
use coefficients may not have been available for all states
where a pesticide may have been applied to agricultural land
and therefore are not included, and (4) the county crop acreage
is based on the 1997 Census of Agriculture and may not represent
all crop acreage due to Census nondisclosure rules.

Tags: agricultural-pesticide-use, agriculture, census-of-agriculture, environment, fumigants, fungicide, geoscientificinformation, harvested-crop-acres, herbicide, inlandwaters, insecticide, national-water-quality-assessment-program, nawqa, usgs-435d6613-28eb-491a-8ea3-9568bc56b8c5
Organization: Department of the Interior
Composite sidescan-sonar mosaic collected by the U.S. Geological Survey in Woods Hole, MA north of Nashawena Island, western Elizabeth Islands, MA, 2010 (2010-003-FA_SSmosaic_Nashawena.tif, UTM Zone 19N GeoTIFF)

These data were collected under a cooperative agreement between the Massachusetts Office of Coastal Zone Management (CZM) and the U.S. Geological Survey (USGS), Coastal and Marine Geology Program, Woods Hole Coastal and Marine Science Center (WHCMSC). Initiated in 2003, the primary objective of this program is to develop regional geologic framework information for the management of coastal and marine resources. Accurate data and maps of seafloor geology are important first steps toward protecting fish habitat, delineating marine resources, and assessing environmental changes due to natural or human impacts. The project is focused on the inshore waters of coastal Massachusetts, primarily in water depths of 2-30 meters. Data collected for the mapping cooperative have been released in a series of USGS Open-File Reports (&lt;http://woodshole.er.usgs.gov/project-pages/coastal_mass/&gt;). The data collected in this study area located around the western extent of the Elizabeth Islands includes high resolution bathymetry, acoustic-backscatter intensity, seismic-reflection, and navigation data. These data were collected during a nearshore cruise in September 2010 onboard the R/V Rafael using the following equipment: an SEA Ltd SwathPlus interferometric sonar (234 kHz), Klein 3000 dual frequency sidescan sonar, an Edgetech 424 chirp subbottom profiling system, and 4 GPS antennae. More information about the cruise conducted as part of the project: Geologic Mapping of the Seafloor Offshore of Massachusetts can be found on the Woods Hole Coastal and Marine Science Center Field Activity webpage:
&lt;http://quashnet.er.usgs.gov/data/2010/10003/&gt;

Tags: atlantic-ocean, backscatter, buzzards-bay, cmgp, coastal-and-marine-geology-program, composite-image, cuttyhunk-island, elizabeth-islands, geoscientificinformation, geospatial-datasets, geotiff-image, grey-scale, image-mosaics, imagerybasemapsearthcover, info-bank-id-r-3-10-bz, klein-3000, marine-geophysics, massachusetts, mosaic, nashawena-island, north-america, oceans, penikese-island, sea-floor-acoustic-reflectivity, side-scan-sonar, sidescan, sidescan-sonar, sow-and-pigs-reef, u-s-geological-survey, united-states, usgs, usgs-434e272b-3039-4bc1-908e-15ba8b7f8cbb, whcmsc, whcmsc-field-activity-report-number-2010-003-fa, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
1-meter backscatter imagery collected in 2013 by the U.S. Geological Survey south of Martha's Vineyard and north of Nantucket, Massachusetts (2013-003-FA_Backscatter_1m.tif, 8-bit GeoTIFF, UTM Zone 19N, WGS 84)

These data were collected under a cooperative agreement between the Massachusetts Office of Coastal Zone Management (CZM) and the U.S. Geological Survey (USGS), Coastal and Marine Geology Program, Woods Hole Coastal and Marine Science Center (WHCMSC). Initiated in 2003, the primary objective of this program is to develop regional geologic framework information for the management of coastal and marine resources. Accurate data and maps of sea floor geology are important first steps toward protecting fish habitat, delineating marine resources, and assessing environmental changes due to natural or human impacts. The project is focused on the inshore waters of coastal Massachusetts, primarily in water depths of 5 to 30 meters (m) deep. Data collected for the mapping cooperative have been released in a series of USGS Open-File Reports (http://woodshole.er.usgs.gov/project-pages/coastal_mass/). The geophysical data were collected during a survey in 2013 during USGS Field Activity 2013-003-FA (http://cmgds.marine.usgs.gov/fan_info.php?fa=2013-003-FA) and cover approximately 185 square kilometers of the inner continental shelf.

Tags: atlantic-ocean, backscatter, cape-cod, cmgp, coastal-and-marine-geology-program, field-activity-2013-003-fa, field-activity-number-13003, geoscientificinformation, geospatial-datasets, geotiff, image-mosaics, imagerybasemapsearthcover, interferometric-sonar, interferometry, m-v-scarlett-isabella, marine-geology, marine-geophysics, marthas-vineyard, massachusetts, nantucket, nantucket-sound, north-america, oceans, raster, sea-floor, sea-floor-acoustic-reflectivity, sea-submetrix, sea-swathplus, seafloor, surface, swath-backscatter, u-s-geological-survey, united-states, usgs, usgs-4332d20b-335c-4587-8ceb-48d50562c2d7, usgs-cmg-infobank-id-u-03-13-ma, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
A finite-difference algorithm used to simulate radial diffusion, adsorption, and reactions of chlorinated ethenes in porous media

Simulations of radial diffusion, adsorption, and reactions of volatile organic compounds (VOCs) - trichloroethene (TCE), 
cis-1,2-dichloroethene (cDCE), vinyl chloride (VC), trichlorofluoroethene (TCFE) - and bromide (Br) in a porous media 
are conducted using rock properties identified from a mudstone aquifer in the Newark Basin, near West Trenton, New 
Jersey. The simulations are conducted using a finite-difference algorithm that was prepared for this investigation to 
solve the equation for radial diffusion, linear equilibrium adsorption, and zero- and first-order biodegradation. The 
simulations are conducted for a section of a rock matrix and the georeferencing is based on the locations of the well 
from which concentration data were collected and analyzed as part of this investigation. The model simulates 
concentrations in the porous media and in a borehole, which provides the boundary condition for the porous media 
domain. Rock properties controlling the diffusion, adsorption, and reaction of VOCs in the rock matrix are assumed to 
be spatially uniform. This program simulates radial diffusion, adsorption, and reaction of TCE, cDCE, VC, and TCFE in 
a borehole diffusion test. Adsorption is modeled by a linear sorption isotherm. Two version of the software are provided 
that differ only in the assumed model for biodegradation: 
		
RDAR_0 - Biodegradation of TCE and TCFE in the borehole is assumed to be zero-order. Biodegradation of cDCE and 
VC in the borehole is assumed to be first-order. Abiotic degradation of TCE, cDCE, VC, and TCFE in the rock matrix 
(for both dissolved and sorbed phases) is assumbed to be first-order. 
		
RDAR_1 - All degradation is assumed to be first-order. As described in the body of the paper, two sets of TCFE data 
were used for parameter estimation: 
(1) Adjusted TCFE, and 
(2) Original (Unadjusted) TCFE.
		
Simulations are conducted for five cases, with cases I-IV using entire history of VOCs in the borehole for the pre-test 
simulation phase. These cases are: 
(I) Adjusted TCFE, simultaneous fit to Br and VOC; 
(II) Adjusted TCFE, separate fits to Br and VOC; 
(III) Unadjusted TCFE, simultaneous fit to Br and VOC; 
(IV) Unadjusted TCFE, separate fits to Br and VOC; 
(V) Unadjusted TCFE, simultaneous fits to Br and VOC, borehole history simulation limited to only 2015-2017. 
		
This USGS data release contains all of the software, input, and output files for the simulations described in the 
associated journal article (https://doi.org/10.5066/P99I50JE).

Tags: adsorption, contaminant-transport, environment, geoscientificinformation, inlandwaters, lockatong-formation, mathematical-simulation, mercer-county, mudstone, new-jersey, newark-basin, sedimentary-rocks, usgs-43328dd5-7803-46c9-9adc-ff7e3a3218d3, usgsgroundwatermodel, west-trenton
Organization: Department of the Interior
usSEABED CoMPonent data for the Louisiana Region (LA_CMP)

This component data layer (CMP) file gives information about selected components (minerals, rock type, microfossils, benthic biota) and seafloor features (bioturbation, structure, ripples) at a given site. Values in the attribute fields represent the membership to that attribute's fuzzy set. For components such as minerals, rocks, micro-biota and plants, and/or epifauna and infauna, corals and other geologic and biologic information, the value depends on sentence structure and other components in description. For features (denoted by an asterisk) such as ripples, ophiuroids, sponges, shrimp, worm tubes, lamination, lumps, grading, and/or bioturbation, the value of the fuzzy set depends on the development of the attribute. Only the relative fuzzy presence of components and features can be determined; the absence of information does not indicate a lack of the attribute, only lack of information about that attribute.

Tags: analyses, benthic-habitats-pacific-project, biogenic-sediments, cmgp, coastal-and-marine-geology-program, dbseabed, descriptions, geology, geoscientificinformation, geospatial-datasets, grain-size, gulf-coast, gulf-of-mexico, instaar, institute-of-arctic-and-alpine-research, location, louisiana, marine-aggregates-resources-and-processes, marine-sediments, new-orleans, oceans, pacific-science-center, psc, sea-floor-characteristics, seabed, seafloor, sediment-chemistry, sediment-composition, sediment-data, sediment-textures, sedimentation, ship-shoal, terrigenous-sediments, texture, trinity-shoal, u-s-geological-survey, united-states, university-of-colorado, usgs, usgs-4318a698-c44c-41d6-adfb-aa31b5f33090, usseabed, whsc, woods-hole-science-center
Organization: Department of the Interior