AndreaBozzo/ceres-open-data-index huggingface dataset:
Oahu Hyperspectral Imagery 2000 (204b-0613-332211) - 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, honolulu, hyper/multispectral imagery, hyperspectral imagery, main 8 hawaiian islands benthic habitat mapping, mangrove, map images, mapping, mhi, oahu, oahu (21n157w0003), oahu island, 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
Bathymetric Position Index (BPI) Zones 5 m grid derived from gridded bathymetry of Rose Atoll, Territory of American Samoa, USA.

BPI Zones are derived from a focal mean analysis on bathymetry and slope. The grid is based on gridded (5 m cell size) multibeam bathymetry, collected aboard R/V AHI merged with seafloor depths derived from multispectral IKONOS satellite imagery. BPI Zones was created using the Benthic Terrain Modeler (https://coast.noaa.gov/digitalcoast/tools/btm.html). Cell values represent one of 4 classes (crest, depression, slope, flat) in an index of seafloor terrains. This data set is for Rose Atoll, American Samoa.

Tags: 1084, american samoa, amsam, aquatic habitat, bathymetric position index zones, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - american samoa and the u.s. pacific remote island are, biosphere, corals, coris_metadata, country/territory, description, earth science, geographic information, geomorphology mapping, habitats, mapping, ocean basin, oceans, pacific ocean, reef habitat, reef monitoring and assessment, rose atoll (14s168w0001), united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Mosaic of gridded multibeam bathymetry and bathymetry derived from multispectral IKONOS satellite imagery of Tau Island, Territory of American Samoa, 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 15 m were derived by gauging the reletive attenuation of blue and green spectral radiance as a function of depth. A multiple linear regression analysis of linearized blue and green 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 of the final derived bathymetry product. Digital image processing to derive depths conducted with the ENVI 4.3 software program while data editing and integration was performed using ArcGIS 9.3. This data set is for the shelf environment of Tau Island, American Samoa.

Tags: 1084, american samoa, amsam, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - american samoa and the u.s. pacific remote island are, biosphere, corals, coris_metadata, country/territory, earth science, geographic information, ikonos, manu'a group, multibeam sonar, ocean basin, oceans, pacific ocean, reef monitoring and assessment, remote sensing, satellite (digital scans), slope, ta'u island (14s169w0012), tau island, united states of america, water depth, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Subsurface Temperature Recorder (STR); Jarvis Island, Pacific Remote Island Areas; Long: -159.99663, Lat: -00.38209 (WGS84); Sensor Depth: 32.30m; Data Date Range: 20100403-20120503.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 587, biosphere, bleaching, bottom, central pacific ocean, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reefs, corals, coris_metadata, country/territory, earth science, in situ physical, jar_ocean_009, jarvis island, jarvis island (00s160w0001), line islands, mooring, noaa pacific islands fisheries science center, numeric data sets, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, pacific reef assessment and monitoring program: monitoring coral reef ecosystems of the us pacific i, pacific remote island areas, pria, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, united states of america, upwelling, usa minor outlying islands, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Subsurface Temperature Recorder (STR); PRIA, PAL; Long: -162.08588, Lat: 05.88625 (WGS84); Sensor Depth: 3.30m; Data Range: 20060325-20071115.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, biosphere, bleaching, bottom, central pacific ocean, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reef watch-physical and biological monitoring of u.s. pacific islands, coral reefs, corals, coris_metadata, country/territory, earth science, in situ physical, line islands, mooring, noaa pacific islands fisheries science center, numeric data sets, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, pacific remote island areas, pal_ocean_005, palmyra atoll, palmyra atoll (05n162w0001), pria, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, united states of america, upwelling, usa minor outlying islands, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
National Status and Trends: Mussel Watch Project

Mussel Watch represents the longest running continuous contaminant monitoring program in U.S. coastal and Great Lakes waters and was created in response to concerns over environmental quality of the Nation's coastal and estuarine ecosystems. This project analyzes chemical and biological contaminant trends in sediment and bivalve tissue collected at over 280 coastal sites from 1986 to present. Parameters monitored include sediment and bivalve tissue chemistry for over 100 organic and inorganic contaminants; bivalve histology; and Clostridium perfringens (pathogen) concentrations. This project regularly quantifies PAHs, PCBs, chlorinated pesticides including DDT and its metabolites, TBT and its metabolites, and trace elements.

Tags: alaska, atlantic ocean, bivalve mollusks, butyltins, caribbean sea /north atlantic ocean, central pacific ocean, chemical contaminants, coastal ecosystem science, coastal monitoring, contaminants, coris_metadata, country/territory, detection limits, earth science, east coast, environmental impacts, environmental monitoring, florida, gonadal index, great lakes, gulf coast, hawaii, hawaii (21n160w0000), hawaiian islands, histopathology, human dimensions, inorganic and organic analytes, mercury, metals, mhi, mussels, north atlantic ocean, nsandt, numeric data sets, ocean basin, organochlorines, oysters, pacific ocean, pah, pcb, pesticides, polychlorinated biphenyls, polycyclic aromatic hydrocarbons, pr, puerto rico, puerto rico (18n066w0000), sediment, tbt, trace elements, united states, united states of america, west coast
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
1988 Seagrass and Mangrove Habitats of the Salt River Bay National Historical Park and Ecological Preserve, St. Croix, USVI

Habitat maps were created as part of a larger ecological assessment conducted by NOAA's National Ocean Service (NOS), Biogeography Program, for Salt River Bay National Historic Park and Ecological Preserve (National Park Service). Aerial photographs were obtained for 1988 from the National Geodetic Survey, and were orthorectified by the Biogeography Program. A classification scheme was set up with 20 benthic habitat types, 19 land cover types, and 13 mangrove habitat types. For this map of seagrass and mangrove habitats during 1988 only the 3 seagrass, and 14 mangrove classification categories were used. These were mapped directly into a GIS system through visual interpretation of orthorectified aerial photographs.

Tags: aerial photography, aquatic habitat, atlantic ocean, base map, benthic habitat, biosphere, caribbean sea, coastal ecosystem science, coastal processes, corals, coris_metadata, country/territory, earth science, geographic information, habitats, mangroves, mapping, marine biology, marine plants, monitoring, national park service, ocean basin, oceans, reef monitoring and assessment, remote sensing, salt river bay, salt river bay (17n064w0022), salt river bay historical park and ecological preserve, seagrass, st. croix, 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
CRED Subsurface Temperature Recorder (STR); MHI, MAI; Long: -156.58448, Lat: 20.79079 (WGS84); Sensor Depth: 11.89m; Data Range: 20081024-20100326.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, biosphere, bleaching, bottom, central pacific ocean, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reef watch-physical and biological monitoring of u.s. pacific islands, coral reefs, corals, coris_metadata, country/territory, earth science, hawaii, hawaiian islands, in situ physical, mai_ocean_007, main hawaiian islands, maui, maui island, maui island (20n156w0004), mhi, mooring, noaa pacific islands fisheries science center, numeric data sets, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, united states of america, upwelling, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Sebastian Pinnacles, Oculina Banks Clelia Dive 614 Narrative 2001 - Videotape and Visual Observations from Submersible Dives to the Oculina Banks Deep Sea Coral Reefs (NODC Accession 0047190)

These data are from one of fourteen 2001 submersible "Clelia" dives. Narratives including habitat descriptions and estimates of megafaunal species abundance were derived by J. Arcuri from videotapes recorded during the dives. The suite of data presented in the Oculina Banks Geographic Information System (OGIS) were collected as part of a cooperative project between: the National Oceanographic and Atmospheric Administration's (NOAA) Undersea Research Program, NOAA Fisheries (also primary sponsor of OGIS), NOAA Ocean Service, NOAA Ocean Exploration Program, the U.S. Geological Survey (USGS)-- Coastal and Marine Geology Program, Harbor Branch Oceanographic Institution (HBOI) and Florida State University. An Oculina Geographic Information System (OGIS) provides a comprehensive, interactive data source for the Oculina Banks Habitat Area of Particular Concern (OHAPC), a marine protected area off the east coast of Florida in 70 to 120 meters of water depth. Data layers include: : multi-beam bathymetry, single-beam bathymetry, sidescan mosaics, sediment analyses, resulting interpretative maps of habitat types, video and still imagery from submersible (human occupied and remotely operated vehicles) dive transects and point counts (fish and habitat cover), and dive narratives.

Tags: 1755, aquatic habitat, atlantic ocean, benthos analysis, biology, biosphere, coastal processes, coral reef ecology, coral reefs, corals, coris_metadata, country/territory, damage assessment, deep-water corals, description, destructive fishing practices, earth science, effectiveness of the oculina hapc: monitoring coral health and use of the closed and adjacent areas , fish, fish assemblages, fish census, florida, florida reef tract, gis, habitat mapping, habitats, hard coral cover, in situ biological, linear transect, macroinvertebrates, mapping, marine biology, marine invertebrates, marine protected areas, north atlantic ocean, numeric data sets, ocean basin, oceans, oculina deepwater reef (27n080w0002), reef damage assessment, reef fish census, reef habitat, reef monitoring and assessment, st. lucie county, transect monitoring, united states of america, video transect, visual, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Subsurface Temperature Recorder (STR); NWHI, MAR; Long: -170.53972, Lat: 25.38417 (WGS84); Sensor Depth: 1.50m; Data Range: 20030720-20040920.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1219, biosphere, bleaching, bottom, central pacific ocean, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reef watch-physical and biological monitoring of u.s. pacific islands, coral reefs, corals, coris_metadata, country/territory, earth science, hawaii, honolulu, in situ physical, mar_ocean_002, maro reef, maro reef (25n170w0001), mooring, noaa pacific islands fisheries science center, northwestern hawaiian islands, northwestern hawaiian islands (papahanaumokuakea marine national monument), numeric data sets, nwhi, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, united states of america, upwelling, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Accuracy Assessment Field Data for the Main Eight Hawaiian Islands UTM Zone 5, 2004-2007

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 incorporate previously developed mapping methods to produce coral reef habitat maps for the Main Eight Hawaiian Islands. GPS field observations were used to establish the thematic accuracy of this thematic product. 39 benthic habitat characterizations were completed in UTM Zone 5 for this work.

Tags: 1129, 2007 hawaiian benthic habitat maps, algae, biosphere, central pacific ocean, coastal processes, coral reef, coral reef ecology, coral reefs, coralline algae, corals, coris_metadata, country/territory, cover, earth science, environmental monitoring, geographic information, habitat, habitat mapping, habitats, hawaii, hawaii island, hawaii island (19n155w0003), hawaiian islands, ikonos, main 8 hawaiian islands benthic habitat mapping, mapping, mhi, ocean basin, oceans, pacific ocean, point, reef, reef monitoring and assessment, remote sensing, satellite (digital scans), structure, submerged aquatic vegetation, unconsolidated sediments, united states, united states of america, vegetation, zone, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Subsurface Temperature Recorder (STR); Howland Island, Pacific Remote Island Areas; Long: -176.62153, Lat: 00.80646 (WGS84); Sensor Depth: 19.80m; Data Date Range: 20100203-20120312.

Data from Coral Reef Ecosystem Division (CRED), NOAA Pacific Islands Fisheries Science Center (PIFSC) Subsurface Temperature Recorders (STR) provide a time series of water temperature at coral reef sites. Data is typically collected at 1800 second intervals for a duration of 2 years using a SBE39 Temperature Recorder (Sea-Bird Electronics, Inc., www.seabird.com). When a STR is recovered, a new one is typically deployed in the same place. Time series data combining multiple deployments from a given site may also be available. Please contact CRED with any questions. For program information see the web site https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 587, biosphere, bleaching, bottom, central pacific ocean, coastal processes, coral diseases, coral reef ecosystem division (cred), coral reefs, corals, coris_metadata, country/territory, earth science, how_ocean_003, howland island, howland island (00s176w0001), in situ physical, mooring, noaa pacific islands fisheries science center, numeric data sets, ocean basin, ocean circulation, ocean temperature, oceanographic, oceanography, oceans, pacific ocean, pacific reef assessment and monitoring program: monitoring coral reef ecosystems of the us pacific i, pacific remote island areas, pria, reef assessment and monitoring program (ramp), reef monitoring and assessment, sea-bird sbe39 temperature recorder, subsurface temperature recorder (str), temperature, united states of america, upwelling, usa minor outlying islands, water temperature, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Preliminary hard and soft bottom seafloor substrate map derived from an unsupervised classification of gridded backscatter and bathymetry derivatives at Tau Island, Territory of American Samoa, USA.

Preliminary hard and soft seafloor substrate map derived from an unsupervised classification of multibeam backscatter and bathymety derivatives at Ta'u Island, Territory of American Samoa, USA . The dataset was derived using Reson 8101 backscatter data, bathymetric variance and bathymetric rugosity. The sonar frequency is 240 kHz for the Reson 8101 backscatter data, which were resampled to a 5 m grid cell size prior to the classification. Limited seafloor photographs for groundtruthing are available for Ta'u and therefore no supervised classification was performed and we are unable to visually or empirically evaluate the accuracy of the unsupervised classification seafloor substrate map. However, in locations such French Frigate Shoals, NWHI and Tutuila, American Samoa, where ground truth data are available, the unsupervised classification method is a robust predictor of substrate type in similar depth ranges and seafloor environments.

Tags: 467, american samoa, amsam, benthic habitat mapping and characterization in the pacific islands region, biosphere, coastal processes, coral reef ecology, coral reefs, corals, coris_metadata, country/territory, earth science, geographic information, geomorphology mapping, habitat mapping, habitats, manu'a group, mapping, ocean basin, oceans, pacific ocean, reef monitoring and assessment, rugosity, ta'u island, ta'u island (14s169w0012), united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce