AndreaBozzo/ceres-open-data-index huggingface dataset:
CRED Simrad em300 multibeam backscatter data from portions of the banktop and bank edge environments at Maro Reef, Hawaii, USA with 30 meter resolution in netCDF format

Multibeam backscatter imagery extracted from gridded bathymetry of Maro Reef, Northwestern Hawaiian Islands, USA. These data provide coverage between 20 and 5000 meters. The backscatter dataset includes data collected using Simrad EM300, Simrad EM3002d, Simrad EM120, and Reson 8101 multibeam sonars. The sonars frequencies are 30 kHz, 300 kHz, 12 kHz, and 240 kHz respectively and the backscatter data from each sonar are processed and gridded separately. These metadata are for the 30 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, maro reef, maro reef (25n170w0001), multibeam backscatter, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Kauai Photomosaic 2000 (103-104w-0430) - 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
NOAA TIFF Image - 3m Bathymetric Rugosity, Florida Deep Coral Areas (Miami) - Lost Coast Explorer - (2011), UTM 17N NAD83

This dataset contains a unified GeoTiff with 3x3 meter cell size representing the rugosity of several deep coral priority areas off the Atlantic Coast of Florida, derived from data collected in October 2010. NOAA's NOS/NCCOS/CCMA Biogeography Branch, in collaboration with NOAA vessel Ron Brown, as well as federal, university, and private sector partners, acquired multibeam bathymetry data off the Atlantic Coast of Florida from 10/26/2010 to 10/27/2010. Data was acquired with a hull-mounted Kongsberg EM 710 multibeam echosounder (70 kHz). It was processed by a NOAA contractor using CARIS HIPS software. Attitude and sound velocity correctors applied to the data. Verified tides were not applied to the data, leaving the depth values referenced to the ellipsoid. The imagery is projected in the UTM Zone 17 north, NAD83 datum. The processed CARIS data was used to generate a CARIS BASE surface based on swath angle. The CARIS Export option "BASE Surface to Image" was then used to create a GeoTiff of the priority areas. Rugosity was derived from this surface using NOAA's Benthic Terrain Modeler extension.

Tags: 2010, aquatic habitat, atlantic ocean, bathymetry, bathymetry/seafloor topography, bathymetry/topography, benthic, biogeography, biosphere, coral, coris_metadata, country/territory, dade county, deep corals, description, earth science, florida, florida reef tract, geographic information, gis, grid, habitat, kongsberg em710, lost coast explorer, mbes, miami, miami (25n080w0018), multibeam, noaa, north atlantic ocean, ocean basin, oceans, raster, reef, reef habitat, rugosity, seafloor, sonar, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Cumulative Map of Percent Scleractinian Coral Cover at Esmerelda Bank

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

Tags: aquatic habitat, benthic habitat, biosphere, cnmi, commonwealth of northern marianas islands and guam, corals, coris_metadata, country/territory, earth science, esmeralda banks, esmeralda banks (15n145e0001), habitats, map images, mapping, northern mariana islands, ocean basin, oes0307, pacific ocean, reef monitoring and assessment, synthesis map, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Bathymetric Position Index (BPI) Zones 20 m grid derived from gridded bathymetry of Brooks Banks, Hawaii, USA.

BPI Zones are derived from a focal mean analysis on bathymetry and slope. The grid is based on gridded (20 m cell size) multibeam bathymetry, collected aboard NOAA ship Hi'ialakai and R/V AHI. It was created using the Benthic Terrain Modeler (https://coast.noaa.gov/digitalcoast/tools/btm.html). Cell values represent one of 4 classes (crest, depression, flat, slope) in an index of seafloor terrains. This data set is for Brooks Banks, Hawaii, USA.

Tags: 1217, bathymetric position index zones, bathymetry/seafloor topography, biosphere, brooks banks (24n166w0002), central pacific ocean, corals, coris_metadata, country/territory, earth science, geographic information, geomorphology mapping, habitats, hawaii, honolulu, m218 benthic habitat mapping and characterization in the pacific islands region, mapping, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, reef monitoring and assessment, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ICON - Buccoo Reef 2013 Meteorological and Oceanographic Observations (NODC Accession 0123996)

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, atlantic ocean, atmosphere, atmospheric pressure, atmospheric temperature, atmospheric water vapor, atmospheric winds, biosphere, buccoo reef, buccoo reef (11n060w0001), c-man, caribbean sea, chlorophyll, 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), dissolved gases, dissolved solids, earth science, humidity, icon, in situ chemical, in situ meteorological, in situ physical, meteorology, numeric data sets, ocean basin, ocean chemistry, ocean temperature, oceanography, oceans, organic matter, oxygen, ph, physical oceanography, precipitation, precipitation amount, rain, reef, reef monitoring and assessment, remote sensing, salinity, salinity/density, sea level pressure, support for a caribbean extension of the coral reef early warning system (crews) network, surface winds, tobago, trinidad and tobago, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2006 IKONOS Image Vieques Puerto Rico - opo_215365_004_ps

Benthic habitat maps of the nearshore marine environment of Vieques, Puerto Rico were created by visual interpretation of remotely sensed imagery. The objective of this effort, conducted by NOAA's Center for Coastal Monitoring and Assessment - Biogeography Branch in partnership with NOAA's Offic of Response and Restoration, was to provide spatially-explicit information on the habitat types, biological cover and live coral cover of Vieques' coral reef ecosystem. One-meter panchromatic and four-meter multi-spectral data from the IKONOS satellite sensor were purchased for the mapping area. Photo-interpreters accurately and reliably delineated boundaries of features from this IKONOS imagery as they appeared on the computer monitor using a software interface.

Tags: atlantic ocean, benthic, biosphere, caribbean sea /north atlantic ocean, coral, corals, coris_metadata, country/territory, earth science, environmental monitoring, habitat, habitat mapping, ikonos, ikonos imagery, mangrove, map images, mapping, ocean basin, pr, puerto rico, reef, reef monitoring and assessment, remote sensing, satellite (digital scans), sav, seagrass, united states, united states of america, vieques, vieques island, vieques island (18n065w0002), zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-HI56 ILio Point, Island of Molokai, 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, map images, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, mhi, molokai island, molokai island (21n157w0001), 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
ICON - Port Everglades 2015 Meteorological Observations (NCEI Accession 0156578)

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: air temperature, atlantic ocean, atmosphere, atmospheric pressure, atmospheric temperature, atmospheric water vapor, atmospheric winds, biosphere, broward county, c-man, coral, coral reef, corals, coris_metadata, country/territory, crews, crews (coral reef early warning system), dew point temperature, dr. von d. mizell-eula johnson state park, earth science, florida, florida reef tract, humidity, icon, in situ meteorological, john u. lloyd (26n080w0001), john u. lloyd beach state park, meteorology, north atlantic ocean, numeric data sets, ocean basin, port everglades channel, precipitation, precipitation amount, rain, reef, reef monitoring and assessment, remote sensing, sea level pressure, surface winds, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Shallow CTD Profiles; Rota, Commonwealth of the Northern Mariana Islands; Cruise: HA1101_LEGIII, Data Date Range: 20110501-20110502. (NODC Accession 0107470)

CRED shallow Conductivity-Temperature-Depth (CTD) casts are vertical profiles (max 30 meter depth, downcast only) of temperature, conductivity and pressure. Data are collected at select nearshore locations, both around islands or banks and within lagoons. Data processing was performed using Seabird Instrument's SeaSoft SBE Data Processing Software (http://www.seabird.com/software/SBEDataProcforWindows.htm). Data format is discreet, tabular (formatted, space delimited ASCII) files for each profile, with a full header as provided by SeaSoft. Raw file extension is HEX, processed file extension is CNV. The header contains latitude, longitude and other location information, as well as all data processing steps and settings. All dates and times are UTC. All positions are WGS84 decimal degrees. Contact Coral Reef Ecosystem Division (CRED), NOAA Pacific Island Fisheries Science Center for more information. https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, attenuation/transmission, bacteria, biosphere, bleaching, c201 coral reef watch - physical and biological monitoring of u.s. pacific islands, chlorophyll, chlorophylls, cnmi, coastal processes, commonwealth of the northern mariana islands, conductivity, conductivity temperature depth (ctd) profile, coral diseases, coral reef ecosystem division (cred), coral reefs, corals, coris_metadata, country/territory, density, dissolved gases, dissolved oxygen sensor, downwelling, earth science, ha1101_legiii, in situ biological, in situ chemical, in situ physical, inorganic matter, microbiota, noaa pacific islands fisheries science center, northern mariana islands, numeric data sets, ocean basin, ocean chemistry, ocean circulation, ocean mixed layer, ocean optics, ocean pressure, ocean temperature, oceanographic, oceanography, oceans, organic matter, oxygen, pacific ocean, particulate matter, phytoplankton, pigments, plankton, profile, reef assessment and monitoring program (ramp), reef monitoring and assessment, rota, rota island, rota island ( luta ) (14n145e0007), salinity, salinity/density, sea level pressure, thermocline, transmissometer, turbidity, upwelling, water temperature, western pacific ocean, zoology, zooplankton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-PR17, San Sebastian, 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
West Peninsular Florida 2, 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, benthic habitat, biosphere, biscayne bay, captiva island, captiva island (26n082w0003), cetaceans, chemical, coastal habitat, coastal processes, coastal resources, coastal zone management, contaminants, coral gables (25n080w0004), coral reef conservation, coral reefs, corals, coris_metadata, country/territory, dade county, dry rocks (25n080w0011), earth science, environmental sensitivity index, esi, esi atlas, esi maps, fish, florida, florida reef tract, florida western peninsula, gulf of america, gulf of mexico, habitat mapping, horseshoe reef (25n080w0033), hydrography, hydrosphere, key largo (25n080w0010), lee county, map images, mapping, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, miami (25n080w0018), monroe county, natural hazards assessment, north atlantic ocean, ocean basin, oceans, oculina deepwater reef (27n080w0002), oil and chemical spills, oil spill planning, pinnipeds, reef habitat, reef monitoring and assessment, sand key (25n080w0032), sanibel island, sanibel island (26n082w0001), sensitivity maps, st. john's pass (27n082w0001), st. lucie county, turtles, united states of america, upper florida keys, water quality, western peninsula, western peninsula 2, wildlife, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ICON - Salt River Bay 2008 Meteorological and Oceanographic Observations (NODC Accession 0057130)

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 a Coral Reef Early Warning System, 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: 1101, air temperature, atlantic ocean, atmosphere, atmospheric pressure, atmospheric temperature, atmospheric winds, c-man, c065 - integrated coral observing network (icon) project, caribbean sea, conductivity, coral, coral reef, coral reef watch - crews component, coral reef watch - crews component (new name: integrated coral observing network), coris_metadata, country/territory, earth science, icon, integrated coral observing network (icon) project, numeric data sets, ocean basin, ocean optics, ocean temperature, oceanography, oceans, photosynthetically active radiation, physical oceanography, reef, remote sensing, salinity, salinity/density, salt river bay, salt river bay (17n064w0022), sea level pressure, sea surface temperature, st. croix, surface winds, u. s. virgin islands, ultraviolet radiation, united states of america, us virgin islands, usvi, virgin islands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce