AndreaBozzo/ceres-open-data-index huggingface dataset:
CRED 2008 Reson 8101 Backscatter imagery of the western and central banktop and bank edge environments at French Frigate Shoals, Hawaii, USA

Backscatter imagery extracted from gridded bathymetry of the western and central banktop and bank edge environments at French Frigate Shoals, Northwestern Hawaiian Islands, USA. These data provide almost complete coverage between 20 and 100 meters. The backscatter dataset includes Simrad EM3002d and Reson 8101 data. The sonars frequencies are 300 kHz and 240 kHz respectively and are processed and gridded separately. Because of the similar sonar frequencies the data can be mosaicked nearly seamlessly using GIS software. This metadata is for the Reson 8101 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, french frigate shoals, french frigate shoals (24n166w0001), geographic information, hawaii, honolulu, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ICON - Lao Lao Bay 2013 Meteorological and Oceanographic Observations (NODC Accession 0123998)

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, 889, 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), meteorology, 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, support for a caribbean extension of the coral reef early warning system (crews) network, surface winds, ultraviolet radiation, water temperature, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Northeast Puerto Rico and Culebra Island World View 2 Satellite Mosaic - NOAA TIFF Image

This GeoTiff is a mosaic of World View 2 panchromatic satellite imagery of Northeast Puerto Rico that contains the shallow water area (0-35m deep) surrounding Northeast Puerto Rico and Culebra Island. The WV2 imagery was processed using ArcGIS tools to cloudmask, deglint and water-column correct the image (Lyzenga method) then using PCI imagery analysis to create a continues, color balanced mosaic. The DigitalGlobe WV2 is a commercial high resolution (0.5m - 1.5m) multi-spectral satellite that surveyed the NEPR area in 2011-2013. The enhanced Red, Green, Blue and Near Infrared 1 bands allowed the Biogeography branch to delineate habitats using feature extraction tools in Envi 5.1 software. The multispectral bands were analyzed to detect coral reefs and seagrass beds under the surface of the water, as well as features above the surface, such as mangroves, salt ponds, and the shoreline edges. The WV2 mosaic, the bathymetry model, principle component analysis, and aerial imagery were all used integrally to create the NEPR Benthic Habitat Map.

Tags: 2013, 793, aquatic habitat, atlantic ocean, bathymetry/topography, benthic, biogeography, biosphere, caribbean sea, caribbean sea /north atlantic ocean, coastal ocean science, coral, corals, coris_metadata, country/territory, culebra island (18n065w0011), description, digital globe, earth science, fajardo (18n065w0004), geographic information, gis, grid, habitat, luquillo (18n065w0012), mangrove, mapping shallow benthic habitats of the north east reserves mpa, multi spectral, near infrared, noaa, northeast ecological reserve, northeast grand reserve, ocean basin, puerto rico, puerto rico (18n066w0000), raster, reef, reef habitat, reef monitoring and assessment, remote sensing, satellite (digital scans), satellite imagery, sea surface, seafloor, seagrass, shoreline, united states of america, vieques sound, worldview 2, worldview-2, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Gridded 20m bathymetry and IKONOS estimated depths of Midway Atoll, Hawaii, USA (Arc ASCII format)

Gridded bathymetry and IKONOS estimated depths of the shelf and slope environments of Midway Atoll, Hawaii, USA. Bottom coverage was achieved in depths between 0 and 500 meters. The ASCII includes multibeam bathymetry from the Simrad EM300, Simrad EM3002d, and Reson 8101 multibeam sonars collected as of October 2006 by the NOAA Coral Reef Ecosystem Division in depths between 20 and 5000 meters. The ASCII also includes estimated depths derived from high resolution IKONOS satellite imagery by the NOAA/NOS/NCCOS/CCMA Remote Sensing Team in shallow water between 0 and 16 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, estimated depth, geographic information, hawaii, honolulu, midway atoll, midway atoll (28n177w0001), multibeam sonar, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, satellite imagery, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-HI95 Midway Islands, NWHI, 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, honolulu, hydrography, map images, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, midway atoll (28n177w0001), natural hazards assessment, northwestern hawaiian islands, nwhi, 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
ESI-VI5, Central St Thomas, U.S. Virgin Islands 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, 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, leeward islands, 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, reef habitat, sensitivity maps, st. thomas, st. thomas (18n064w0033), turtles, u. s. virgin islands, united states of america, usvi, virgin islands, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Marine species survey of Johnson Atoll, Central Pacific Ocean June 2000 (NODC Accession 0000697)

The marine biota of Johnston atoll was surveyed for nonindigenous species in June, 2000 with observations and collections made by investigators using Scuba. Eleven stations were surveyed, including sites at the Johnston Island pier, the north and south lagoon and the outer reef slope. A total of 668 taxa were determined, with 462 of these identified to species. Data are provided as derived from the report: 2001-001. Coles, S.L., R.C. DeFelice & D. Minton. 2001. Marine species survey of Johnston Atoll, central Pacific Ocean, June 2000. Report to U.S. Fish & Wildlife Service, Honolulu. Bishop Museum Technical Report 19: iv + 56 pp. (Presently found online at: http://hbs.bishopmuseum.org/pdf/johnstonreport.pdf).

Tags: 0000697, 33dv - swimmer/diver, 697, bernice pauahi bishop museum, biological, biosphere, central pacific ocean, coastal processes, coral - species identification, coral reefs, corals, coris_metadata, country/territory, earth science, fish and wildlife service, fish species, johnston atoll, johnston atoll (16n169w0001), manual sample collection, mollusks, ne pacific (limit-180), north pacific ocean, numeric data sets, ocean basin, oceanography, oceans, pacific islands ecoregion, pacific ocean, photograph, reef monitoring and assessment, species identification, survey - coral reef, united states of america, us doi, usa minor outlying islands, visual observation, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Mosaic of 10 m gridded multibeam bathymetry and bathymetry derived from multispectral IKONOS satellite imagery of Alamagan Island, Commonwealth of Northern Mariana Islands, USA

Gridded multibeam bathymetry is integrated with bathymetry derived from multispectral IKONOS satellite data. Gridded (10 m cell size) multibeam bathymetry collected aboard NOAA Ship Hiialaka'i and R/V AHI. Bathymetry values shallower than 25 m were derived by gauging the relative attenuation of blue and green spectral radiance as a function of depth. A multiple linear regression analysis of linearized blue and green band spectral values against depth determined the variables of y-intercept, blue slope and green slope values. Variables then used in multivariate slope intercept formula to derive depth. Variables were adjusted to improve the statistical accuracy and spatial coverage of the final derived bathymetry product. Digital image processing to derive depths conducted with the ENVI 4.5 software program while data editing and integration was performed using ArcGIS 9.3. This dataset is for the shelf environment of Alamagan Island, Commonwealth of Northern Mariana Islands, USA.

Tags: 1398, alamagan island, alamagan island (17n145e0002), bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - commonwealth of the northern mariana islands and guam, biosphere, cnmi, commonwealth of northern mariana islands, corals, coris_metadata, country/territory, earth science, geographic information, ikonos, multibeam sonar, northern mariana islands, ocean basin, oceans, pacific ocean, reef monitoring and assessment, remote sensing, satellite (digital scans), slope, united states of america, water depth, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Maui Photomosaic 2000 (310-0620) - 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, main 8 hawaiian islands benthic habitat mapping, mangrove, map images, marine biology, marine plants, maui, maui island, maui island (20n156w0004), 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
Guam Community Coral Reef Monitoring Program, Macroinvertebrate Training Surveys in Guam in 2012

Guam community members gathered macroinvertebrate within a 25-meter x 2-meter belt transect. Members identified macroinvertebrates to species (when possible), including echinoderms, mollusks, and crustaceans. Data is supported by photos from the sites. Surveys record total number of macroinvertebrates per 50 square meters for each transect.

Tags: 20737, biology, biosphere, coastal processes, coral reef ecology, coral reef ecosystem, coral reefs, corals, coris_metadata, country/territory, crustaceans, earth science, echinoderms, f055 community monitoring program coordination for guam, guam, guam (13n144e0000), macroinvertebrate, macroinvertebrates, marianas, marine biology, marine ecosystem, mollusks, numeric data sets, ocean basin, oceans, pacific ocean, rapid assessment studies, reef monitoring and assessment, united states of america, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Simrad em300 multibeam backscatter data from the submarine slope environment at Rose Island, American Samoa, South Pacific with 5 meter resolution in GeoTIFF format

Multibeam backscatter imagery extracted from gridded bathymetry of Rose Island, American Samoa, South Pacific. These data provide coverage between 20 and 5000 meters. The backscatter dataset includes data collected using Simrad EM300 and Reson 8101 multibeam sonars. The sonars frequencies are 30 kHz and 240 kHz respectively and the backscatter data from each sonar are processed and gridded separately. These metadata are for the 5 m grid cell size Simrad em300 multibeam backscatter data only.

Tags: 1084, acoustic imagery, american samoa, 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, rose atoll, rose atoll (14s168w0001), seafloor topography, south pacific ocean, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-HI63 Waipahu, Island of Oahu, 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, honolulu, hydrography, map images, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, mhi, natural hazards assessment, oahu (21n157w0003), oahu island, 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
Mosaic of bathymetry derived from multispectral WV-2 satellite imagery of Baker Island, Pacific Remote Island Areas, Central Pacific.

Bathymetric data derived from a multipectral World View-2 satellite image mosaiced to provide near complete coverage of nearshore terrain around the islands. Bathymetry values shallower than ~20 m were derived by gauging the reletive attenuation of coastal, blue, green and yellow spectral radiance as a function of depth. A multiple linear regression analysis of coastal, blue, green and yellow band spectral values against depth determined the variables of y-intercept, coastal,blue, green and yellow slope values. Variables then used in multivariate slope intercept formula to derive depth. Variables were adjusted to improve the statistical accuracy and spatial coverage of the final derived bathymetry product. Digital image processing to derive depths conducted with the ENVI 4.8 software program while data editing and integration was performed using ArcGIS 10.1 This data set is for the shelf environment of Baker Island.

Tags: 467, baker island, baker island (00n176w0001), bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization in the pacific islands region, biosphere, central pacific, central pacific ocean, corals, coris_metadata, country/territory, earth science, geographic information, multibeam sonar, ocean basin, oceans, pacific ocean, pacific remote island areas, reef monitoring and assessment, remote sensing, satellite (digital scans), slope, united states of america, usa minor outlying islands, water depth, worldview-2, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 40 m Gridded bathymetry of Palmyra Atoll, Pacific Remote Island Areas, Central Pacific (NetCDF Format)

Gridded (40 m cell size) bathymetry of the lagoon, shelf and slope environments of Palmyra Atoll, Pacific Remote Island Areas, Central Pacific. Almost complete bottom coverage was achieved in depths between 3 and 3500 meters. The bathymetry dataset includes Simrad EM300, EM3002D, and Reson 8101ER multibeam data collected March 24-28, 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, line islands, multibeam sonar, ocean basin, oceans, pacific ocean, pacific remote island areas, palmyra atoll, palmyra atoll (05n162w0001), pria, united states of america, usa minor outlying islands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce