AndreaBozzo/ceres-open-data-index huggingface dataset:
CRED Simrad em300 multibeam backscatter data of Palmyra Atoll, Pacific Remote Island Areas, Central Pacific with 5 meter resolution in netCDF format

Multibeam backscatter imagery extracted from gridded bathymetry of the lagoon, shelf, and slope environments of Palmyra Atoll, Pacific Island Areas, Central Pacific. These data provide coverage between 4 and 3500 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: 1084-06, 2034, acoustic imagery, backscatter, 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 backscatter, ocean basin, oceans, pacific ocean, pacific remote island areas, palmyra atoll, palmyra atoll (05n162w0001), pria, seafloor topography, united states of america, usa minor outlying islands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Maui Hyperspectral Imagery 2000 (308-0620-272217) - 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
CRED 20 m Gridded bathymetry of Johnston Atoll, Pacific Remote Island Areas, Central Pacific (Arc ASCII Format)

Gridded bathymetry (20 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. 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
ESI-HI66 Waianae, 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
2007 MrSID Image of St. John Utilized to derive Benthic Habitat Maps (18064_c6_ne.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
ESI-PR41 Naguabo, 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
2011 NOAA Ortho-rectified Mosaic of the Port of Mobile (NODC Accession 0106341)

This data set contains ortho-rectified mosaic tiles, created as a product from the NOAA Integrated Ocean and Coastal Mapping (IOCM) initiative. The source imagery was acquired from 20110217 - 20110217. The images were acquired with an Applanix Digital Sensor System (DSS). The original images were acquired at a higher resolution than the final ortho-rectified mosaic.

Tags: 20110217, aerial, aerial photographs, aerial photography, alabama, atlantic ocean, base map, coastal, coris_metadata, country/territory, digital orthophotography, earth science, gulf of america, gulf of mexico, map images, mapping, mosaic, ocean basin, orthophoto, orthophotography, photograph, rectified image, remotely sensed imagery/photography, shoreline, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Bathymetry 1M GRID of St. Croix (Buck Island), US Virgin Islands, 2004, UTM 20 WGS84

This dataset contains an ESRI Grid with 1 meter cell size representing the bathymetry of the north shore of Buck Island St. Croix, US Virgin Islands. NOAA's NOS/NCCOS/CCMA Biogeography Team and NOAA/NOS/OCS/HSD personnel, in collaboration with NOAA vessel Nancy Foster and territory, federal, and private sector partners, acquired multibeam bathymetry data in the US Virgin Islands from 2/18/04 to 3/5/04. Data was acquired with a pole-mounted Reson 8101 ER multibeam echosounder (240 kHz) and processed by a NOAA contractor using CARIS HIPS v5.4 software. Data has all correctors applied (attitude, sound velocity) and has been reduced to mean lower low water (MLLW) using final approved tides from NOAA COOPS. Data is in UTM zone 20 north, datum WGS84. The processed CARIS data was used to generate a CARIS BASE surface based on swath angle with footprint size 3*3. An ASCII XYZ file was exported from the BASE surface and opened in ESRI ArcMap 9 as an XY event. Then the ArcToolbox conversion tool 'Feature to Raster', with cell size 1, was used to generate the final ESRI Grid. While the project was conducted to meet IHO Order 2 accuracy standards, there is a roll artifact (averaging 0.5m high) in the dataset that the user should take into consideration when performing any analysis.

Tags: 1253, 2004, and selected usvi territory waters., aquatic habitat, atlantic ocean, bathymetry, bathymetry/seafloor topography, benthic, biogeography, biosphere, birnm, buck, buck island, buck island (17n064w0006), buck island reef national monument, caribbean sea, coris_metadata, country/territory, description, earth science, geographic information, gis, grid, habitat, mbes, moderate-deep water mapping and characterzation of national monuments, multibeam, nancy foster, nf-04-06, noaa, ocean basin, oceans, parks, raster, reef habitat, reson 8101, seafloor, sonar, st. croix, st. john, swmb, u. s. virgin islands, united states of america, usvi, virgin islands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ICON - Salt River Bay 2011 Meteorological and Oceanographic Observations (NODC Accession 0098077)

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, meteorology, numeric data sets, ocean basin, ocean optics, ocean temperature, 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
Bathymetric Position Index (BPI) Structures 60 m grid derived from gridded bathymetry of the U.S. Territory of Guam.

BPI Structures are derived from two scales of a focal mean analysis on bathymetry and slope. The grid is based on gridded (60 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 13 classes in an index of seafloor terrains. This data set is for the shelf and slope environments of Guam Island. As part of the southern islands in the Mariana Islands archipelago, Guam has a shelf (above -100m) with escarpments that lead to broad flat areas without forming a deeper shelf. Conversely, the northern islands each have a shelf (above -60m), and most have a deep shelf (below -60m), with escarpments that lead outside of the coverage area.

Tags: 1217, bathymetric position index structures, bathymetry, bathymetry/seafloor topography, biosphere, corals, coris_metadata, country/territory, earth science, geographic information, geomorphology mapping, guam, guam (13n144e0000), guam island, habitats, m218 benthic habitat mapping and characterization in the pacific islands region, mapping, mariana islands, multibeam sonar, ocean basin, oceans, pacific ocean, reef monitoring and assessment, united state of america, united states of america, united states territory, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Shallow CTD Profiles; Saipan, Commonwealth of the Northern Mariana Islands; Cruise: HA1101_LEGIII, Data Date Range: 20110430-20110430. (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, saipan, saipan island, saipan island (15n145e0002), 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
CRED Cumulative Map of Percent Scleractinian Coral Cover at Maug

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, cnmi, commonwealth of northern marianas islands and guam, corals, coris_metadata, country/territory, earth science, habitats, map images, mapping, maug, maug island, maug island (20n145e0001), 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
ESI-VI4 Western 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
CRED Fish Biomass Estimates map at Laysan Island

This map displays fish biomass observation locations overlaid on bathymetry

Tags: 1217, aquatic habitat, benthic habitat, benthic habitat mapping and characterization - northwestern and main hawaiian islands, biosphere, central pacific ocean, corals, coris_metadata, country/territory, earth science, fish stock characteristics, geographic information, hawaii, hi0401, honolulu, laysan island (25n171w0001), mapping, northwestern hawaiian islands, nwhi, ocean basin, pacific ocean, photographic analysis, reef monitoring and assessment, synthesis map, tc0207, united states of america, videography, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Rugosity 60 m grid derived from gridded bathymetry of Guam Island, Mariana Islands, USA

Rugosity is derived from gridded (60 m cell size) multibeam bathymetry, collected aboard NOAA Ship Hiialaka'i and R/V AHI, using the Benthic Terrain Modeler with rugosity methods by Jeff Jenness (2003). Cell values reflect the surface area to planimetric area ratio for the area contained within that cell's neighborhood. They provide indices of topographic roughness & convolutedness. This data set is for the shelf environment of Guam Island.

Tags: 1217, bathymetry, bathymetry/seafloor topography, coris_metadata, country/territory, earth science, geographic information, guam, guam (13n144e0000), guam island, habitats, m218 benthic habitat mapping and characterization in the pacific islands region, mariana islands, multibeam sonar, ocean basin, oceans, pacific ocean, rugosity, united states of america, united states territory, western pacific ocean
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Cumulative Map of Percent Scleractinian Coral Cover at Palmyra Atoll, 2002-2004

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

Tags: 1084, aquatic habitat, benthic habitat, benthic habitat mapping and characterization - american samoa and pria, biosphere, central pacific ocean, coastal processes, coral cover, coral reef ecology, coral reefs, corals, coris_metadata, country/territory, earth science, habitats, line islands, map images, mapping, ocean basin, oceans, oes0404, pacific ocean, pacific remote islands area, palmyra atoll (05n162w0001), pria, reef monitoring and assessment, synthesis map, tc0201, united states of america, usa minor outlying islands, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce