AndreaBozzo/ceres-open-data-index huggingface dataset:
ESI-PR3 Isabela, Puerto Rico 2000 (Environmental Sensitivity Index Map)

Environmental Sensitivity Index (ESI) maps are an integral component in oil-spill contingency planning and assessment. They serve as a source of information in the event of an oil spill incident. ESI maps contain three types of information: shoreline habitats (classified according to their sensitivity to oiling), sensitive biological resources, and human-use resources. Most often, this information is plotted on 7.5 minute USGS quadrangles, although in the Alaska ESI maps, USGS topographic maps at scales of 1:63,360 and 1:250,000 are used, and in other ESI maps, NOAA charts have been used as the base map. Collections of these maps, grouped by state or a logical geographic area, are published as ESI atlases. Digital data have been published for most of the U.S. shoreline, including Alaska, Hawaii, and Puerto Rico.

Tags: aquatic habitat, atlantic ocean, bathymetry, bathymetry/seafloor topography, benthic habitat, biosphere, caribbean sea /north atlantic ocean, cetaceans, coastal habitat, coastal processes, coastal resources, coastal zone management, coral reef conservation, coral reefs, coris_metadata, country/territory, earth science, environmental sensitivity index, esi, esi atlas, esi maps, fish, hydrography, isabela (18n067w0009), map images, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, natural hazards assessment, ocean basin, oceans, oil and chemical spills, oil spill planning, pinnipeds, pr, puerto rico, puerto rico (18n066w0000), reef habitat, sensitivity maps, turtles, united states of america, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA TIFF Image - 50m Multibeam Bathymetry, Charleston Bump - Deep Coral Priority Areas - Little Hales - (2003), UTM 17N NAD83

This dataset contains a unified GeoTiff with 30x30 meter cell size representing the bathymetry of the Charleston Bump off of the South Atlantic Bight, derived from data collected in 2003 by the NOAA Ship Little Hales. NOAA's NOS/NCCOS/CCMA Biogeography Branch, in collaboration with the South Carolina Department of Natural Resources, as well as the NOAA Ship Little Hales , and private sector partners, acquired multibeam bathymetry data off the Charleston Bump from 06/24/2003 to 06/30/2003. Data was acquired with a hull-mounted Kongsberg Simrad Single Beam Echosounder. It was processed by interpolating a bathymetrical surface from feature class points using the spatial analyst natural neighbor tool with 9 neighbor cell radius. The raster surface was exported as a 30m GeoTiff.

Tags: 2001, aquatic habitat, atlantic ocean, bathymetry, bathymetry/seafloor topography, bathymetry/topography, benthic, biogeography, biosphere, charleston bump, continental shelf, coral, coris_metadata, country/territory, description, earth science, geographic information, gis, grid, habitat, noaa, noaa ship little hales, north atlantic ocean, ocean basin, ocean explorer, oceans, raster, reef, reef habitat, sbes, seafloor, simrad, singlebeam, sonar, south atlantic bight, south atlantic bight (32n077w0001), south atlantic ocean, south carolina, south carolina (32n077w0001), south carolina department of natural resources, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Slope 10 m grid derived from gridded bathymetry of Maug Island, Commonwealth of the Northern Mariana Islands (CNMI), USA

Slope is derived from gridded (10 m cell size) multibeam bathymetry, collected aboard NOAA Ship Hiialaka'i and R/V AHI. Cell values reflect the maximum rate of change (in degrees) in elevation between neighboring cells derived with the ArcGIS Spatial Analyst extension. This data set is for the shelf environment of Maug Island. CNMI and Guam slope maps are all symbolized with the same classified color ramp (with the exception of a unique maximum value) in order to provide a standard for qualitative comparisons between islands.

Tags: 1398, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - commonwealth of the northern mariana islands and guam, cnmi, commonwealth of the northern mariana islands, coris_metadata, country/territory, earth science, geographic information, habitats, maug, maug island, maug island (20n145e0001), multibeam sonar, northern mariana islands, ocean basin, oceans, pacific ocean, slope, united states of america, western pacific ocean
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Shallow-Water Benthic Habitats of Southwest Puerto Rico: GeoEye Image po_0900172_PS

Shallow-water (<30m) benthic habitat maps of the nearshore marine environment of two areas in Southwest Puerto Rico (PR), including the Guanica Bay/La Parguera region on the south coast and the Belvedere reserve on the west coast, were mapped and characterized using visual interpretation of optical remotely sensed imagery. The objective was to provide spatially-explicit information on the habitat types, biological cover and live coral cover of the regionÂs coral reef ecosystem. These maps will be used to support marine resource management and conservation in the Commonwealth. GeoEye-1 satellite imagery was purchased for the mapping area. Photo-interpreters accurately and reliably delineated boundaries of features from this GeoEye-1 imagery as they appeared on the computer monitor using a software interface.

Tags: 2012, 793, aerial image, atlantic ocean, belvedere, benthic habitats, biosphere, caribbean sea /north atlantic ocean, coastal processes, coral reef, coral reef ecology, coral reefs, corals, coris_metadata, country/territory, earth science, environmental monitoring, geographic information, guanica bay, habitat mapping, habitats, la parguera, mapping, mapping shallow benthic habitats of the north east reserves mpa, ocean basin, oceans, pr, puerto rico, puerto rico (18n066w0000), reef monitoring and assessment, seafloor, southwest, u.s. caribbean, united states, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 5m Gridded multibeam bathymetry of Saipan Island, Commonwealth of the Northern Mariana Islands (CNMI)

Gridded bathymetry shelf, bank and slope environments of Saipan Island, CNMI. Bottom coverage was achieved in depths between 0 and -2796 meters, but this 5-m grid only contains data to -400 m. The netCDF and Arc ASCII grids include multibeam bathymetry from the Simrad EM300 and Reson 8101 multibeam sonars collected as of June 2007 by the NOAA Coral Reef Ecosystem Division. The sonar frequencies are 30 and 240 kHz respectively.

Tags: 1398, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - cnmi and guam, cnmi, commonwealth of the northern mariana islands, coris_metadata, country/territory, earth science, geographic information, multibeam sonar, northern mariana islands, ocean basin, oceans, pacific ocean, saipan, saipan island, saipan island (15n145e0002), united states of america, western pacific ocean
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Habitat Zone, Cover and Structure Maps of Agrihan Island, Northern Mariana Archipelago 2001-2003, Derived From IKONOS Imagery

This project is a cooperative effort between the National Ocean Service, National Centers for Coastal Ocean Science, Center for Coastal Monitoring and Assessment, the University of Hawaii, BAE Systems Spectral Solutions and Analytical Laboratories of Hawaii, LLC. The goal of the work was to map the coral reef habitats of American Samoa, Guam and the Common Wealth of the Northern Mariana Islands by visual interpretation and manual delineation of IKONOS satellite imagery. A two tiered habitat classification system was tested and implemented in this work. It integrates geomorphologic reef structure and biological cover into a single scheme and subsets each into detail. It also includes thirteen zones. Benthic features were mapped that covered an area of 45.2 square kilometers of which 4.4 were unconsolidated sediment and 40.9 were coral reef and hard bottom. Of the coral reef and hard bottom class, 59.9% is colonized by greater than 10% coral cover.

Tags: 1209, agrihan island, agrihan island (18n145e0002), algae, and the northern marianas, aquatic habitat, biosphere, cnmi, coastal habitat, coastal processes, coral reef, coral reef ecology, coral reefs, coralline algae, corals, coris_metadata, country/territory, cover, earth science, guam, habitat, habitat mapping, habitats, map images, mapping, mapping the shallow-water coral reef ecosystems of american samoa, mariana islands, northern mariana islands, ocean basin, oceans, pacific ocean, reef, reef habitat, reef monitoring and assessment, structure, submerged aquatic vegetation, unconsolidated sediments, united states, vegetation, western pacific ocean, zone, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-HI54 Lanai South, Island of Lanai, Hawaii 2001 (Environmental Sensitivity Index Map)

Environmental Sensitivity Index (ESI) maps are an integral component in oil-spill contingency planning and assessment. They serve as a source of information in the event of an oil spill incident. ESI maps contain three types of information: shoreline habitats (classified according to their sensitivity to oiling), sensitive biological resources, and human-use resources. Most often, this information is plotted on 7.5 minute USGS quadrangles, although in the Alaska ESI maps, USGS topographic maps at scales of 1:63,360 and 1:250,000 are used, and in other ESI maps, NOAA charts have been used as the base map. Collections of these maps, grouped by state or a logical geographic area, are published as ESI atlases. Digital data have been published for most of the U.S. shoreline, including Alaska, Hawaii, and Puerto Rico.

Tags: aquatic habitat, bathymetry, bathymetry/seafloor topography, benthic habitat, biosphere, central pacific ocean, cetaceans, coastal habitat, coastal processes, coastal resources, coastal zone management, coral reef conservation, coral reefs, coris_metadata, country/territory, earth science, environmental sensitivity index, esi, esi atlas, esi maps, fish, hawaii, hawaii exclusive economic zone, hawaiian islands, hydrography, lanai island, lanai island (20n156w0002), map images, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, maui, mhi, natural hazards assessment, ocean basin, oceans, oil and chemical spills, oil spill planning, pacific ocean, pinnipeds, reef habitat, sensitivity maps, turtles, united states of america, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Florida Reef Fish Visual Census 1991 Species Site Matrix (NODC Accession 0001394)

This data set is an ArcView shapefile set that contains locations of sampled coral reef fish species at the National Marine Sanctuary along the Florida Keys. The dataset contains information about 5 classes of coral reefs, 216 fish species, and 6 benthic habitat. The data were collected from 1991.

Tags: 1065-03, 1249, algae, atlantic ocean, biology, biosphere, coastal processes, coral reefs, corals, coris_metadata, country/territory, earth science, fire coral, florida, florida reef tract, florida reef tract (25n080w0002), gorgonians, in situ biological, marine biology, marine plants, north atlantic ocean, numeric data sets, ocean basin, oceans, reef fish census, reef monitoring and assessment, rubble zone, sand, seagrass, southeast coral reef database system (secords), sponges, stationary, united states of america, vegetation, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 5 m Gridded bathymetry of Johnston Atoll, Pacific Remote Island Areas, Central Pacific (Arc ASCII Format)

Gridded bathymetry (5 m cell size) of the shelf and slope environments of Johnston Atoll, Pacific Remote Island Areas, Central Pacific. Almost complete bottom coverage was achieved in depths between 8 and 4100 meters. (5 m grid includes data to 150 m). The bathymetry dataset includes Simrad EM300, EM3002D, and Reson 8101ER multibeam data collected between Jan. 18-23, 2006.

Tags: 1084, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - american samoa and pria, central pacific, central pacific ocean, coris_metadata, country/territory, earth science, geographic information, johnston atoll, johnston atoll (16n169w0001), multibeam sonar, ocean basin, oceans, pacific ocean, pacific remote island areas, pria, united states of america, usa minor outlying islands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Kauai Photomosaic 2000 (113-0531) - Orthorectification and Mosaicing of Color Aerial Photography Main Eight Hawaiian Islands

Habitat maps of the main Hawaiian Islands were created by visual interpretation of aerial photos and hyperspectral imagery using the Habitat Digitizer extension. Aerial photographs are valuable tools for natural resource managers and researchers since they provide an excellent record of the location and extent of habitats. However, spatial distortions in aerial photographs due to such factors as camera angle, lens characteristics, and relief displacement must be accounted for during analysis to prevent incorrect measurements of area, distance, and other spatial parameters. These distortions of scale within an image can be removed through orthorectification. During orthorectification, digital scans of aerial photos are subjected to algorithms that eliminate each source of spatial distortion. The result is a georeferenced digital mosaic of several photographs with uniform scale throughout the mosaic. Features near land are generally georeferenced with greater accuracy while the accuracy of features away from land is generally not as good. Where no land is in the original photographic frame only kinematic GPS locations and image tie points were used to georeference the images. After an orthorectified mosaic is created, photointerpreters can accurately and reliably delineate boundaries of features in the imagery as they appear on the computer monitor using a software interface such as the Habitat Digitizer.

Tags: 1026, 1129, aerial photographs, aerial photography, aircraft, benthic, biosphere, central pacific ocean, coral, corals, coris_metadata, country/territory, earth science, habitat, hawaii, hawaiian islands, kauai, kauai island, kauai island (22n159w0001), main 8 hawaiian islands benthic habitat mapping, mangrove, map images, marine biology, marine plants, mhi, monitoring, ocean basin, oceans, pacific ocean, reef, reef monitoring and assessment, remote sensing, sav, seagrass, u.s. exclusive economic zone, united states, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 60m Gridded multibeam bathymetry of Alamagan, Guguan, and Sarigan Islands, Commonwealth of the Northern Mariana Islands (CNMI).

Gridded bathymetry shelf, bank and slope environments of Alamagan, Guguan, and Sarigan Island, CNMI. Bottom coverage was achieved in depths between -7 and -2761 meters. The netCDF and Arc ASCII grids include multibeam bathymetry from the Simrad EM300 and Reson 8101 multibeam sonars collected as of June 2007 by the NOAA Coral Reef Ecosystem Division. The sonar frequencies are 30 and 240 kHz respectively.

Tags: 1398, alamagan island, alamagan island (17n145e0002), bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - commonwealth of the northern mariana islands and guam, cnmi, commonwealth of the northern mariana islands, coris_metadata, country/territory, earth science, geographic information, guguan, guguan island, guguan island (17n145e0001), multibeam sonar, northern mariana islands, ocean basin, oceans, pacific ocean, sarigan island, sarigan island (16n145e0003), united states of america, western pacific ocean
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Maui Hyperspectral Imagery 2000 (307-0618-332211) - Visual Interpretation from Remote Sensing Imagery Main Eight Hawaiian Islands

This project is a cooperative effort between the National Ocean Service, National Centers for Coastal Ocean Science, Center for Coastal Monitoring and Assessment, the University of Hawaii, and Analytical Laboratories of Hawaii, LLC. The goal of the work was to develop coral reef mapping methods and compare benthic habitat maps generated by photointerpreting georeferenced color aerial photography, hyperspectral and IKONOS satellite imagery. The enhanced spectral resolution of hyperspectral and control of bandwidths of multispectral data yield an advantage over color aerial photography particularly when coral health and time series analysis of coral reef community structure are of interest. Depending on the type of instrument, a spectral imaging system can be utilized to see multiple colors from ultraviolet through the far infrared range. The AURORA hyperspectral imaging system collected 72 ten nm bands in the visible and near infrared spectral range with a 3 meter pixel resolution. The data was processed to select band widths, which optimized feature detection in shallow and deep water. Photointerpreters can accurately and reliably delineate boundaries of features in the imagery as they appear on the computer monitor using a software interface such as the Habitat Digitizer.

Tags: 1026, 1129, aurora hyperspectral imagery, base map, benthic, biosphere, central pacific ocean, coral, corals, coris_metadata, country/territory, earth science, habitat, habitat mapping, hawaii, hawaiian islands, hyper/multispectral imagery, hyperspectral imagery, main 8 hawaiian islands benthic habitat mapping, mangrove, map images, mapping, maui, maui island, maui island (20n156w0004), mhi, ocean basin, oceans, pacific ocean, reef, reef monitoring and assessment, sav, seagrass, u.s. exclusive economic zone, united states, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Swains Island IKONOS Mosaic Imagery 2001-2002 - IKONOS Imagery for American Samoa

This project is a cooperative effort between the National Ocean Service, National Centers for Coastal Ocean Science, Center for Coastal Monitoring and Assessment, the University of Hawaii, and Analytical Laboratories of Hawaii, LLC. IKONOS imagery was purchased to support the Pacific Islands Geographic Information System (GIS) project and the National Ocean Service's (NOS) coral mapping activities. One-meter panchromatic and four-meter multi-spectral data were purchased for each study area. The enhanced spectral resolution of multispectral imagery and control of bandwidths of multispectral data yield an advantage over color aerial photography particularly when coral health and time series analysis of coral reef community structure are of interest. The IKONOS imagery was processed to minimize atmospheric and water column effects. Photointerpreters can accurately and reliably delineate boundaries of features in the imagery as they appear on the computer monitor using a software interface such as the Habitat Digitizer.

Tags: 1209, american samoa, amsam, and the northern marianas, benthic, biosphere, coral, corals, coris_metadata, country/territory, earth science, guam, habitat, habitat mapping, ikonos, ikonos imagery, mangrove, map images, mapping, mapping the shallow-water coral reef ecosystems of american samoa, ocean basin, pacific ocean, reef, reef monitoring and assessment, remote sensing, satellite (digital scans), sav, seagrass, swains atoll (11s171w0001), swains island, united states, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Maui Hyperspectral Imagery 2000 (307-0618-272217) - Visual Interpretation from Remote Sensing Imagery Main Eight Hawaiian Islands

This project is a cooperative effort between the National Ocean Service, National Centers for Coastal Ocean Science, Center for Coastal Monitoring and Assessment, the University of Hawaii, and Analytical Laboratories of Hawaii, LLC. The goal of the work was to develop coral reef mapping methods and compare benthic habitat maps generated by photointerpreting georeferenced color aerial photography, hyperspectral and IKONOS satellite imagery. The enhanced spectral resolution of hyperspectral and control of bandwidths of multispectral data yield an advantage over color aerial photography particularly when coral health and time series analysis of coral reef community structure are of interest. Depending on the type of instrument, a spectral imaging system can be utilized to see multiple colors from ultraviolet through the far infrared range. The AURORA hyperspectral imaging system collected 72 ten nm bands in the visible and near infrared spectral range with a 3 meter pixel resolution. The data was processed to select band widths, which optimized feature detection in shallow and deep water. Photointerpreters can accurately and reliably delineate boundaries of features in the imagery as they appear on the computer monitor using a software interface such as the Habitat Digitizer.

Tags: 1026, 1129, aurora hyperspectral imagery, base map, benthic, biosphere, central pacific ocean, coral, corals, coris_metadata, country/territory, earth science, habitat, habitat mapping, hawaii, hawaiian islands, hyper/multispectral imagery, hyperspectral imagery, main 8 hawaiian islands benthic habitat mapping, mangrove, map images, mapping, maui, maui island, maui island (20n156w0004), mhi, ocean basin, oceans, pacific ocean, reef, reef monitoring and assessment, sav, seagrass, u.s. exclusive economic zone, united states, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2007 MrSID Image of St. John Utilized to derive Benthic Habitat Maps (18064_c6_sw.sid)

This MrSID (.sid) file is an orthophoto mosaic from a collection of GeoTIFF format natural color and false color infrared orthophotos covering the islands of Puerto Rico, Culebra, Vieques, St. Thomas, St. John, and St. Croix (USVI). An orthophoto is remotely sensed image data in which displacement of features in the image caused by terrain relief and sensor orientation have been mathematically removed. Orthophotography combines the image characteristics of a photograph with the geometric qualities of a map. The source imagery was obtained from November 2006 through March 2007 and used to produce orthophotos with a one foot ground sample distance (GSD). Imagery was acquired at 0.9 foot GSD resolution. Flight height maintained during mission was 8,650 feet AGL. The imagery was captured at 12-bit radiometric resolution and converted to 8-bit radiometric resolution during post processing. The imagery was captured with 30% sidelap between all adjacent flight lines. The PRVI project area was divided into 20 flight blocks due to neccessary base station and flight line length requirements. The imagery was obtained and processed by all digital means beginning with data acquisition using an ADS40 digital sensor. The orthophotos are also available in GeoTIFF form from the distributor.

Tags: aerial photographs, aerial photography, aircraft, atlantic ocean, biosphere, caribbean sea, corals, coris_metadata, country/territory, earth science, habitat mapping, map images, mapping, ocean basin, orthoimage, orthophotograph, reef monitoring and assessment, remote sensing, st. john, st. john (18n064w0011), u. s. virgin islands, u.s. virgin islands, united states of america, usvi, virgin islands, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce