AndreaBozzo/ceres-open-data-index huggingface dataset:
Mosaic of 5 m gridded multibeam bathymetry and bathymetry derived from multispectral IKONOS satellite imagery of Maug Island, Commonwealth of the Northern Marianas Islands, USA

Gridded multibeam bathymetry is integrated with bathymetry derived from multpectral IKONOS satellite data. Gridded (5m and 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 Maug Island, Commonwealth of the Northern Marianas Islands, USA

Tags: 1398, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - commonwealth of the northern mariana islands and guam, biosphere, cnmi, commonwealth of the northern marianas islands, corals, coris_metadata, country/territory, earth science, geographic information, ikonos, maug, maug island, maug island (20n145e0001), 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
Rota 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, 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, rota, rota island, rota island ( luta ) (14n145e0007), satellite (digital scans), sav, seagrass, united states, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Reson 8101ER Multibeam Sonar Data from Cruise AHI1009 - Main Hawaiian Islands, Kaneohe Bay, Windward Side Oahu

Reson 8101ER multibeam Data were collected in September 30 - October 10, 2010 aboard NOAA Survey Launch Acoustic Habitat Investigator (AHI) at Kaneohe Bay and Windward Side of Oahu, Main Hawaiian Islands during cruise AHI1009. These multibeam data were collected using SAIC ISS-2000 v 4.0.0.3.0 software in the Generic Sensor Format and processed using SABER editing software. Sound velocity corrections from a Seabird SBE19 CTD sensor and motion corrections from a POS-MV vertical reference were applied to the data in real time. Predicted tides were applied to the data in real time and observed tides were applied during post-processing. Horizontal accuracy is ~5m (differential GPS correctors applied), vertical accuracy is depth dependent (~1% of water depth), WGS84 datum. These data are not to be used for navigation. Depths mapped range from 5 - 200 m. The AHI was deployed from shore.

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, hawaiian islands, honolulu, mhi, multibeam sonar, oahu, oahu (21n157w0003), oahu island, ocean basin, oceans, pacific ocean, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-HI07 Makaopuhi Crater, Island of Hawaii, 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, hawaii island, hawaii island (19n155w0003), hawaiian islands, hydrography, map images, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, mhi, natural hazards assessment, ocean basin, oceans, oil and chemical spills, oil spill planning, pacific ocean, pinnipeds, reef habitat, sensitivity maps, turtles, united states of america, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Downscaled projections of Sea Surface Temperatures and Degree Heating Weeks in the wider Caribbean and Gulf of Mexico

Projections of the onset of annual coral bleaching conditions in the Caribbean under Representative Concentration Pathway (RCP) 8.5 are produced using an ensemble of 33 Coupled Model Intercomparison Project phase-5 models via dynamical downscaling. A high-resolution (~11 km) regional ocean model (MOM4.1) is used for the dynamical downscaling. From the downscaled Sea Surface Temperature (SST) projections, an ensemble was created by replacing the mean of the 2006-2011 modeled temperature with the mean of the Pathfinder v5.0 climatology. An ensemble was made by removing the quadratic trend and annual cycle of the mean-corrected MOM4.1 all remaining monthly anomalies were randomized 33 times and the annual cycle was added back. Degree Heating Weeks (DHW) are calculated. Full methods are described in the peer reviewed article: van Hooidonk, R., Maynard, J. A., Liu, Y., & Lee, S.-K. (2015). Downscaled projections of Caribbean coral bleaching that can inform conservation planning. Global Change Biology, 1â13. http://doi.org/10.1111/gcb.12901

Tags: 1121, aoml, atlantic, atlantic ocean, biological oceanography, caribbean, caribbean sea, caribbean sea /north atlantic ocean, coastal processes, coral reefs, coris, coris_metadata, country/territory, data, degree heating weeks, earth science, florida, future, gulf of america, gulf of mexico, lesser antilles, marine ecosystem, modeling reef futures using a high resolution modular oceanâ model, modelling, monthly, noaa, north atlantic ocean, numeric data sets, ocean, ocean basin, oceanography, oceans, physical oceanography, puerto rico, puerto rico (18n066w0000), regional, temperature, u. s. virgin islands, u. s. virgin islands (17n064w0000), united states of america, virgin islands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Reson 8101 multibeam backscatter data from portions of the banktop and bank edge environments at Maro Reef, Hawaii, USA with 1 m resolution in GeoTIFF 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 1 m grid cell size Reson 8101 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
CRED Cumulative Map of Percent Scleractinian Coral Cover at Anatahan

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

Tags: 1398, anatahan, anatahan island, anatahan island (16n145e0001), 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, 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
Benthic Habitats of the Main Hawaiian Islands 2000 - Lanai, Prepared by Visual Interpretation from Remote Sensing Imagery Collected by NOAA

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. Twenty-seven distinct benthic habitat types within eleven zones were mapped directly into a GIS system using visual interpretation of orthorectified aerial photographs and hyperspectral imagery. Benthic features were mapped that covered an area of 790 km^2. In all, 204 km^2 of unconsolidated sediment, 171 km^2 of submerged vegetation, and 415 km^2 of coral reef and colonized hardbottom were mapped.

Tags: 1026, 1129, aerial photography, aircraft, algae, aurora hyperspectral imagery, biosphere, central pacific ocean, color aerial photography, coral reef, coralline algae, corals, coris_metadata, country/territory, earth science, geographic information, habitat, habitat mapping, habitats, hawaii, hawaiian islands, hyperspectral analysis, ikonos, island of lanai, lanai, lanai island, lanai island (20n156w0002), main 8 hawaiian islands benthic habitat mapping, mapping, maui, mhi, ocean, ocean basin, pacific ocean, reef, reef monitoring and assessment, remote sensing, satellite (digital scans), submerged aquatic vegetation, unconsolidated sediments, united states, united states of america, vegetation, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-PR44, San German, 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
CRED 20 m Gridded bathymetry of Brooks Banks and St.Rogatien Bank, Hawaii, USA (NetCDF format)

Gridded bathymetry (20m) of the shelf and slope environments of Brooks Banks and St. Rogatien, Hawaii, USA. The netCDF grid includes multibeam bathymetry from the Simrad EM1002, Simrad EM120, 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 1000 meters.

Tags: 1217, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - northwestern and main hawaiian islands, brooks banks, brooks banks (24n166w0002), central pacific ocean, coris_metadata, country/territory, earth science, geographic information, hawaii, honolulu, multibeam sonar, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, saint rogatien bank (24n167w0001), st. rogatien bank, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Habitat Zone, Cover and Structure Maps of the Pagan, Northern Mariana Archipelago 2001-2003, Derived From IKONOS Imagery

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

Tags: 1209, algae, and the northern marianas, aquatic habitat, biosphere, cnmi, coastal habitat, coastal processes, coral reef, coral reef ecology, coral reefs, coralline algae, corals, coris_metadata, country/territory, cover, earth science, guam, habitat, habitat mapping, habitats, map images, mapping, mapping the shallow-water coral reef ecosystems of american samoa, mariana islands, northern mariana islands, ocean basin, oceans, pacific ocean, pagan, pagan island, pagan island (18n145e0001), reef, reef habitat, reef monitoring and assessment, structure, submerged aquatic vegetation, unconsolidated sediments, united states, vegetation, western pacific ocean, zone, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ICON - Media Luna Reef 2013 Meteorological and Oceanographic Observations (NODC Accession 0124000)

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, c-man, caribbean sea /north atlantic ocean, 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, la parguera, lajas, media luna reef, media luna reef (17n067w0006), meteorology, numeric data sets, ocean basin, ocean optics, ocean pressure, ocean temperature, oceanography, oceans, photosynthetically active radiation, physical oceanography, precipitation, precipitation amount, puerto rico, radiation budget, rain, reef, reef monitoring and assessment, remote sensing, 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, united states of america, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Map of percent scleractinian coral cover along camera tow tracks in west Hawaii

This map displays optical validation observation locations and percent coverage of scleractinian coral overlaid on bathymetry and landsat imagery northwest of Hawai'i island. Optical data were collected by CRED TOAD camera sled from the Hawai'ian Islands Humpback Whale National Marine Sanctuary small boat the R/V Kohola cruise SB1505 and the NOAA survey launch R/V AHI during cruise SB1207. In addition, a drop camera system was used on the Nature Conservancy R/V Kaka for the final 4 days of the SB1505 cruise.

Tags: 467, aquatic habitat, benthic habitat, benthic habitat mapping and characterization in the pacific islands region, biosphere, central pacific ocean, corals, coris_metadata, country/territory, earth science, habitats, hawaii, hawaii island, hawaii island (19n155w0003), hawaiian islands, kohala coast (21n155w0001), map images, mapping, mesophotic coral ecosystem, ocean basin, pacific ocean, puako (19n155w0001), reef monitoring and assessment, synthesis map, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-HI46 Napili, Island of Maui, 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, maui, maui island, maui island (20n156w0004), mhi, natural hazards assessment, ocean basin, oceans, oil and chemical spills, oil spill planning, pacific ocean, pinnipeds, reef habitat, sensitivity maps, turtles, united states of america, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce