AndreaBozzo/ceres-open-data-index huggingface dataset:
ESI-PR11, Bayamon, 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, 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
2007 MrSID Image of St. John Utilized to derive Benthic Habitat Maps (18064_c6_nw.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
ICON - Lao Lao Bay 2012 Meteorological and Oceanographic Observations (NODC Accession 0117721)

The Atlantic Oceanographic and Meteorological Laboratory (AOML) of OAR is conducting research on the influence of meteorological and oceanographic factors upon coral bleaching, and other biogeochemical processes occurring on coral reefs. Instrument arrays to measure the various environmental influences are being deployed at key coral reef areas to gain long-term temporally intensive data coverage, to provide near real-time information products, and to surface-truth NOAA satellite sea surface temperature (SST) products used for coral bleaching predictions ("HotSpot" products). OAR has developed expert system software plus the instrument array (together called an Integrated Coral Observing Network, or ICON, station) to screen data in near real-time to test for appropriate data ranges for each of the instruments, and to issue "alerts" as to conditions thought to be conducive to coral bleaching, and other modeled events. At each ICON station, local collaborators also provide feedback on the presence and progress of coral bleaching and thus validate coral bleaching predictions made by satellite HotSpots and ICON information products.

Tags: 535, air temperature, atmosphere, atmospheric pressure, atmospheric temperature, atmospheric water vapor, atmospheric winds, biosphere, c-man, commonwealth of the northern mariana islands, conductivity, coral, coral health and monitoring program (champ)/integrated coral observing network (icon), coral reef, corals, coris_metadata, country/territory, crews, crews (coral reef early warning system), dew point temperature, earth science, humidity, icon, in situ meteorological, in situ physical, lao lao bay, laulau bay ( bahia laulau ) (15n145e0009), northern mariana islands, numeric data sets, ocean basin, ocean optics, ocean pressure, ocean temperature, oceanography, oceans, pacific ocean, photosynthetically active radiation, physical oceanography, precipitation, precipitation amount, radiation budget, rain, reef, reef monitoring and assessment, remote sensing, saipan, saipan island, salinity, salinity/density, sea level pressure, solar irradiance, surface winds, ultraviolet radiation, water temperature, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Simrad EM300 multibeam backscatter data from portions of the banktop and bank edge environments at Kure Atoll, Hawaii, USA

Multibeam backscatter imagery extracted from gridded bathymetry of Kure Atoll, Northwestern Hawaiian Islands, USA. These data provide coverage between 0 and 2000 meters. The backscatter dataset includes data collected using the Simrad EM300 multibeam sonar. The sonars frequency is 30 kHz. These metadata are for the 5 m grid cell size Simrad em300 multibeam backscatter data only.

Tags: 1217, acoustic imagery, backscatter, bathymetry/seafloor topography, benthic habitat mapping and characterization - northwestern and main hawaiian islands, central pacific ocean, coris_metadata, country/territory, earth science, geographic information, hawaii, honolulu, kure atoll, kure atoll (28n178w0001), multibeam backscatter, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Bathymetric Position Index (BPI) Structures 10 m grid derived from gridded bathymetry of Agrihan Island, Commonwealth of the Northern Mariana Islands (CNMI), USA.

BPI Structures are derived from two scales of a focal mean analysis on bathymetry and slope. The grid is based on gridded (10 m cell size) multibeam bathymetry, collected aboard NOAA Ship Hi'ialakai and R/V AHI, and it was created using the Benthic Terrain Modeler (https://coast.noaa.gov/digitalcoast/tools/btm.html). Cell values represent one of 14 classes in an index of seafloor terrains. This data set is for the shelf and slope environments of Agrihan Island. As part of the northern islands of the Mariana Islands archipelago, Agrihan's offshore shelf, a small area on the south side, is above -60m. A deep shelf (below -60m) is northwest of the island and forms a small plateau. Conversely, the southern islands each have a shelf (above -100m) with escarpments that lead to broad flat areas without forming a deeper shelf.

Tags: 1398, agrihan island, agrihan island (18n145e0002), bathymetric position index structures, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - commonwealth of the northern mariana islands and guam, biosphere, cnmi, commonwealth of the northern mariana islands, corals, coris_metadata, country/territory, earth science, geographic information, geomorphology mapping, habitats, mapping, multibeam sonar, northern mariana islands, ocean basin, oceans, pacific ocean, reef monitoring and assessment, united state of america, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Cumulative Map of Percent Scleractinian Coral Cover at Guam, 2003

This map displays optical validation observation locations and percent coverage of scleractinian coral overlaid on bathymetry.

Tags: 1398, aquatic habitat, benthic habitat, benthic habitat mapping and characterization - cnmi and guam, biosphere, coastal processes, commonwealth of northern marianas islands and guam, coral cover, coral reef ecology, coral reefs, corals, coris_metadata, country/territory, earth science, guam, guam (13n144e0000), habitats, map images, mapping, ocean basin, oceans, oes0308, pacific ocean, reef monitoring and assessment, synthesis map, united states of america, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 60 m Gridded bathymetry of UTM Zone 4, Northwestern Hawaiian Islands, USA (NetCDF format)

Gridded bathymetry (60m) of the shelf and slope environments of the Northwestern Hawaiian Islands, USA within UTM Zone 4. Bottom coverage was achieved in depths between 0 and 5000 meters. The netCDF includes multibeam bathymetry from the Simrad EM120, EM1002, EM300, and EM3002d multibeam sonars collected as of October 2006 by the NOAA Coral Reef Ecosystem Division in depths between 20 and 500 meters.

Tags: 1217, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - northwestern and main hawaiian islands, central pacific ocean, coris_metadata, country/territory, earth science, geographic information, hawaii, honolulu, multibeam sonar, nihoa (23n161w0001), nihoa island, northwestern hawaiian islands, northwestern hawaiian islands (28n178w0000), nwhi, ocean basin, oceans, pacific ocean, satellite imagery, united states of america, utm zone 4
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Bathymetric Position Index (BPI) Structures 40 m grid derived from gridded bathymetry of Howland Island, Pacific Remote Island Areas, Central Pacific.

BPI Structures are derived from two scales of a focal mean analysis on bathymetry and slope. The grid is based on gridded (40 m cell size) multibeam bathymetry, collected aboard R/V AHI and NOAA ship Hi'ialakai. BPI Structures was created using the Benthic Terrain Modeler (https://coast.noaa.gov/digitalcoast/tools/btm.html). Cell values represent one of 12 classes in an index of seafloor terrains. This data set is for Howland Island, Pacific Remote Island Areas, Central Pacific.

Tags: 1084, aquatic habitat, bathymetric position index structures, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - american samoa and the u.s. pacific remote island are, biosphere, central pacific ocean, corals, coris_metadata, country/territory, description, earth science, geographic information, geomorphology mapping, habitats, howland island, howland island (00s176w0001), mapping, ocean basin, oceans, pacific ocean, pria, reef habitat, reef monitoring and assessment, united states of america, usa minor outlying islands, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Ocean Current Velocity Moored Time-Series Records, collected from moored Acoustic Doppler Current Profilers (ADCP) during 2011 near Grammanik Bank SPAG and Frenchcap Cay, USVI (NODC Accession 0088064)

Nortek 600kHz Aquadopp acoustic current profilers were deployed between April 2011 and September 2011 on shallow water moorings located on the coastal shelf south of St. Thomas near Grammanik Bank SPAG and Frenchcap Cay, USVI. The recovered current velocity, bottom pressure, and bottom temperature time-series data are presented here in an ACII format.

Tags: 20416, atlantic ocean, caribbean sea, caribbean sea /north atlantic ocean, coastal processes, coris_metadata, country/territory, culebra island, culebra island (18n065w0011), earth science, f us caribbean coral reef ecosystem connectivity: vieques sound and virgin passage transport study, leeward islands, numeric data sets, ocean basin, ocean circulation, ocean currents, ocean pressure, ocean temperature, oceanography, oceans, pr, puerto rico, sea level pressure, st. thomas, st. thomas (18n064w0033), u. s. virgin islands, united states of america, usvi, vieques, vieques island, vieques island (18n065w0002), virgin islands, water temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 20 m Gridded bathymetry of Gardner Pinnacles, Hawaii, USA (Arc ASCII format)

Gridded bathymetry (20m) of the shelf and slope environments of Gardner Pinnacles, Northwestern Hawaiian Islands, Hawaii, USA. This ASCII includes multibeam bathymetry from the Simrad EM1002, Simrad EM120 multibeam sonars collected as of December 2002 by the NOAA Coral Reef Ecosystem Division in depths between 20 and 1000 meters.

Tags: 1217, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - northwestern and main hawaiian islands, central pacific ocean, coris_metadata, country/territory, earth science, gardner pinnacles, gardner pinnacles (25n168w0001), geographic information, hawaii, honolulu, multibeam sonar, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Aguijan Island IKONOS Mosaic Imagery 2001-2003 - IKONOS Imagery for the Northern Mariana 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. 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, aguihan, aguihan island (aguijan) (14n145e0006), aguihan island reefs, aguijan, and the northern marianas, benthic, biosphere, cnmi, commonwealth of the northern mariana islands, 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, northern mariana islands, ocean basin, pacific ocean, reef, reef monitoring and assessment, remote sensing, satellite (digital scans), sav, seagrass, united states, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Simrad em300 multibeam backscatter data of Two Percent Bank (also called Tulaga Seamount), American Samoa in netCDF format

Multibeam backscatter imagery extracted from gridded bathymetry of Two Percent Bank (also called Tulaga Seamount), American Samoa, South Pacific. These data provide coverage between 80 and 2200 meters. The backscatter dataset includes data collected using the Simrad EM300 multibeam sonar. The sonars frequency is 30 kHz. These metadata are for the 5 m grid cell size Simrad em300 multibeam backscatter data only.

Tags: 1084, acoustic imagery, american samoa, american samoa (14s170w0000), amsam, backscatter, bathymetry/seafloor topography, benthic habitat mapping and characterization - american samoa and pria, coris_metadata, country/territory, earth science, geographic information, multibeam backscatter, ocean basin, oceans, pacific, pacific ocean, seafloor topography, south pacific ocean, tulaga seamount, two percent bank, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 20 m Gridded bathymetry of Pioneer Bank, Hawaii, USA (NetCDF format)

Gridded bathymetry of the shelf and slope environments of Pioneer Bank, Hawaii, USA. Bottom coverage was achieved in depths between 20 and 1000 meters. The netCDF includes multibeam bathymetry from the Simrad EM120 and Simrad EM1002 multibeam sonars collected as of October 2006 by the NOAA Coral Reef Ecosystem Division in depths between 20 and 5000 meters.

Tags: 1217, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - northwestern and main hawaiian islands, central pacific ocean, coris_metadata, country/territory, earth science, geographic information, hawaii, honolulu, multibeam sonar, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, pioneer bank, pioneer bank (25n173w0003), united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Maui Hyperspectral Imagery 2000 (309-0620-272217) - 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
Conductivity, Temperature, Depth (CTD) collected aboard the R/V GARUPPA from August 02, 2010 through August 03, 2010. Data include vertical profiles of temperature, salinity, and dissolved oxygen.

CTD data were collected using a Sea-Bird 19 CTD during the summer SADCP survey of Vieques Sound and Virgin Passage in the US Caribbean.

Tags: 20416, atlantic ocean, caribbean sea, caribbean sea /north atlantic ocean, coastal processes, conductivity, coris_metadata, country/territory, culebra island, culebra island (18n065w0011), density, dissolved gases, earth science, f us caribbean coral reef ecosystem connectivity: vieques sound and virgin passage transport study, leeward islands, numeric data sets, ocean basin, ocean chemistry, ocean temperature, oceanography, oceans, oxygen, pr, puerto rico, salinity, salinity/density, st. thomas, st. thomas (18n064w0033), u. s. virgin islands, united states of america, usvi, vieques, vieques island, vieques island (18n065w0002), virgin islands, water temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
West Peninsular Florida I 1996 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 U.S. Geological Survey (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, bay county, benthic habitat, biosphere, cetaceans, chemical, coastal habitat, coastal processes, coastal resources, coastal zone management, contaminants, coral reef conservation, coral reefs, corals, coris_metadata, country/territory, earth science, environmental sensitivity index, esi, esi atlas, esi maps, fish, florida, florida western peninsula, gulf of america, gulf of mexico, habitat mapping, hernando county, hog island (29n083w0001), hydrography, hydrosphere, madison-swanson reserve (29n085w0001), map images, mapping, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, natural hazards assessment, north atlantic ocean, ocean basin, oceans, oil and chemical spills, oil spill planning, panama city beach (30n085w0001), pinnipeds, reef habitat, reef monitoring and assessment, sensitivity maps, turtles, united states of america, water quality, west florida shelf, western peninsula, western peninsula 1, wildlife, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Bathymetric Bathymetric Position Index (BPI) Zones 40 m grid derived from gridded bathymetry of Howland Island, Pacific Remote Island Areas, Central Pacific.

BPI Zones are derived from gridded (40 m cell size) multibeam bathymetry, collected aboard R/V AHI and NOAA ship Hi'ialakai. BPI Zones was created using the Benthic Terrain Modeler (https://coast.noaa.gov/digitalcoast/tools/btm.html). Cell values represent one of 4 classes (crest, depression, slope, flat) in an index of seafloor terrains. This data set is for Swains Island, American Samoa.

Tags: 1084, aquatic habitat, bathymetric position index zones, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - american samoa and the u.s. pacific remote island are, biosphere, central pacific ocean, corals, coris_metadata, country/territory, description, earth science, geographic information, geomorphology mapping, habitats, howland island, howland island (00s176w0001), mapping, ocean basin, oceans, pacific ocean, pria, reef habitat, reef monitoring and assessment, united states of america, usa minor outlying islands, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce