AndreaBozzo/ceres-open-data-index huggingface dataset:
2010 NOAA Ortho-rectified Mosaic from Color Aerial Imagery of BEAUMONT, ORANGE, PORT AUTHUR (NODC Accession 0074380)

This data set contains ortho-rectified mosaic tiles, created as a product from the NOAA Integrated Ocean and Coastal Mapping (IOCM) initiative of BEAUMONT, ORANGE, PORT AUTHUR. The source imagery was acquired on March 12, 2010 and March 13, 2010. The true color 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: adams bayou, aerial, aerial photographs, aerial photography, alligator bayou, atlantic canal, atlantic ocean, bairds bayou, base map, big forge bayou, big hill reservoir, bird island bayou, black bayou, bland canal, block bayou, blue buck point, blue islands, bridge bayou, clark island, coastal, coastal zone, coffee ground cove, conway bayou, coon bayou, coris_metadata, country/territory, cow bayou, cutoff island, deep bayou, digital orthophotography, dooms island, double island, double island gully, dreary island, dupont plant reservoir levee, earth science, east jetty, east pass, goat island, grays bayou, grays canal, grays ditch, greens bayou, greens lake, groves, gulf of america, gulf of mexico, hamilton lake, harbor island, hickory cove, hog gully, humble island, jetty channel, johnson bayou, lawson canal, left prong molasses bayou, lighthouse bayou, little cypress bayou, little west pass, louisiana, louisiana and texas, louisiana point, madame johnson bayou, madame johnson bayou lake, map images, mapping, marceaux island, mcfadden bend cutoff, mesquite point, meyer bayou, middle pass, molasses bayou, mosaic, mud lake, mule island, neches river, nederland, nig bayou, ocean basin, old river bayou, old river cove, orange harbor island, orthophoto, orthophotography, pass channel, pavell island, phoenix lake, photograph, plant reservoir, pleasure island, point hunt, port arthur, port arthur canal, port arthur-orange bridge, port neches, rectified image, remotely sensed imagery/photography, right prong molasses bayou, round lake, sabine, sabine lake, sabine neches canal, sabine pass, sabine river, salt bayou, sassafras island, shell canal, shell island, shoreline, smith bayou, smith bluff, smith bluff cutoff, smith island, star bayou, stewts island, sydnes island, taylor bayou, taylor bayou outfall canal, texaco island, texas, texas bayou, texas point, three bayou, tiger bayou, twin lakes, union canal, united states of america, veterans memorial monument, west crane bayou, west pass, whisky bayou, willow bayou, willow bayou canal
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED 20 m Gridded bathymetry and IKONOS estimated depths of Pearl and Hermes Atoll, Hawaii, USA (NetCDF format)

Gridded bathymetry and IKONOS estimated depths of the shelf and slope environments of Pearl and Hermes Atoll, Hawaii, USA. Bottom coverage was achieved in depths between 0 and 2000 meters. The netCDF grid includes multibeam bathymetry from the Simrad EM300, Simrad EM3002d, and Reson 8101 multibeam sonars collected as of October 2006 by the NOAA Coral Reef Ecosystem Division in depths between 20 and 5000 meters. The netCDF grid also includes estimated depths derived from high resolution IKONOS satellite imagery by the NOAA/NOS/NCCOS/CCMA Remote Sensing Team in shallow water between 0 and 16 meters.

Tags: 1217, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - northwestern and main hawaiian islands, central pacific ocean, coris_metadata, country/territory, earth science, estimated depth, geographic information, hawaii, honolulu, multibeam sonar, northwestern hawaiian islands, nwhi, ocean basin, oceans, pacific ocean, pearl and hermes atoll, pearl and hermes reef (27n176w0001), satellite imagery, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Hawaii Hyperspectral Imagery 2000 (419-0620-272217) - 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, hawaii island, hawaii island (19n155w0003), hawaiian islands, hyper/multispectral imagery, hyperspectral imagery, island of hawaii, main 8 hawaiian islands benthic habitat mapping, mangrove, map images, mapping, 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 Cumulative Map of Percent Scleractinian Coral Cover at Niihau, 2005

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

Tags: 1217, aquatic habitat, benthic habitat, benthic habitat mapping and characterization - northwestern and main hawaiian islands, biosphere, central pacific ocean, coastal processes, coral cover, coral reef ecology, coral reefs, corals, coris_metadata, country/territory, earth science, habitats, hawaii, hawaiian islands, hi0505, kauai, map images, mapping, mhi, niihau island, niihau island (21n160w0001), ocean basin, oceans, pacific ocean, reef monitoring and assessment, synthesis map, tethered optical assessment device (toad), united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Habitat Zone, Cover and Structure Maps of Aguijan in the Southern 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, aguihan, aguihan island (aguijan) (14n145e0006), aguihan island reefs, aguijan, 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, northern mariana islands, ocean basin, oceans, pacific ocean, 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
East Florida, 1993 - 1995 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, boynton beach (26n080w0002), breakers reef (26n080w0005), broward county, cetaceans, chemical, coastal habitat, coastal processes, coastal resources, coastal zone management, contaminants, coral reef conservation, coral reefs, corals, coris_metadata, country/territory, duvall county, earth science, east florida, environmental sensitivity index, esi, esi atlas, esi maps, fish, florida, florida reef tract, fort lauderdale (26n080w0003), habitat mapping, hydrography, hydrosphere, jacksonville (30n081w0001), john u. lloyd (26n080w0001), map images, mapping, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, natural hazards assessment, north atlantic ocean, ocean basin, oceans, oculina deepwater reef (27n080w0002), oil and chemical spills, oil spill planning, palm beach county, pinnipeds, reef habitat, reef monitoring and assessment, sensitivity maps, st. lucie county, st. lucie nearshore reefs (27n080w0001), turtles, united states of america, water quality, west palm beach (26n080w0004), wildlife, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Bathymetric Position Index (BPI) Structures 10 m grid derived from gridded bathymetry of Farallon de Pajaros (Uracas) Island, Commonwealth of the Northern Mariana Islands (CNMI), USA

BPI Structures are derived from two scales of a focal mean analysis on bathymetry and slope. The grid is based on gridded (10 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 14 classes in an index of seafloor terrains. This data set is for the shelf and slope environments of Farallon de Pajaros Island. As part of the northern islands of the Mariana Islands archipelago, the island's offshore shelf is above -60m. A deep shelf (below -60m) northeast of the island may be reminiscent of a second and recently active volcanic cone.

Tags: 1398, bathymetric position index structures, bathymetry, bathymetry/seafloor topography, benthic habitat mapping and characterization - commonwealth of the northern mariana islands and guam, biosphere, cnmi, commonwealth of the northern mariana islands, corals, coris_metadata, country/territory, earth science, farallon de pajaros, farallon de pajaros (20n144e0001), geographic information, geomorphology mapping, habitats, mapping, multibeam sonar, northern mariana islands, ocean basin, oceans, pacific ocean, reef monitoring and assessment, united state of america, uracas island, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Saipan, Commonwealth of the Nothern Mariana Islands, 2006 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 United States 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: 1287, aquatic habitat, bathymetry, bathymetry/seafloor topography, benthic habitat, biosphere, cetaceans, chemical, cnmi, coastal habitat, coastal processes, coastal resources, coastal zone management, coral reef conservation, coral reefs, corals, coris_metadata, country/territory, earth science, environmental sensitivity index, esi, esi atlas, esi maps, esi4 - guam-cnmi esi maps, fish, habitat mapping, hydrography, map images, mapping, marine biology, marine birds, marine invertebrates, marine mammals, marine reptiles, natural, natural hazards assessment, northern mariana islands, ocean basin, oceans, oil and chemical spills, oil spill planning, pacific ocean, pinnipeds, reef damage assessment, reef habitat, reef monitoring and assessment, saipan, saipan island, saipan island (15n145e0002), sensitivity maps, turtles, western pacific ocean, wildlife, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2011 NOAA Ortho-rectified Mosaic of Matagorda Ship Channel, Texas (NODC Accession 0105604(

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 20110309 - 20110311. 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: 20110309, 20110311, aerial, aerial photographs, aerial photography, atlantic ocean, base map, coastal, coris_metadata, country/territory, digital orthophotography, earth science, gulf of america, gulf of mexico, map images, mapping, matagorda, mosaic, ocean basin, orthophoto, orthophotography, photograph, rectified image, remotely sensed imagery/photography, shoreline, texas, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Benthic Habitats of the Farallon de Pajaros, 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, coris_metadata, country/territory, cover, earth science, farallon de pajaros, farallon de pajaros (20n144e0001), geographic information, guam, habitat, habitats, mapping the shallow-water coral reef ecosystems of american samoa, mariana islands, northern mariana islands, ocean basin, oceans, pacific ocean, reef, reef habitat, structure, submerged aquatic vegetation, unconsolidated sediments, united states, vegetation, western pacific ocean, zone
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ICON - Lao Lao Bay, Saipan 2011 Meteorological and Oceanographic Observations (NODC Accession 0098076)

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, atmosphere, atmospheric pressure, atmospheric temperature, atmospheric winds, c-man, c065 - integrated coral observing network (icon) project, cnmi, commonwealth of the northern mariana islands, 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, lao lao bay, laulau bay ( bahia laulau ) (15n145e0009), meteorology, northern mariana islands, numeric data sets, ocean basin, ocean optics, ocean temperature, oceans, pacific ocean, photosynthetically active radiation, physical oceanography, reef, remote sensing, saipan, saipan island, salinity, salinity/density, sea level pressure, sea surface temperature, surface winds, ultraviolet radiation, western pacific ocean
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Guam Community Coral Reef Monitoring Program, Benthic Quadrat Surveys at Guam in 2013

Guam community members gathered benthic cover data using a 0.25m2 quadrat with 6 intersecting points at each meter along a 25-meter transect. Members identified corals and algae to genus (when possible), seagrass to species, and sponges to phylum. Data is supported by photos from the sites. Members collect a total of 150 data points for each transect.

Tags: 556, algae, benthic cover, biology, biosphere, coastal processes, community monitoring program coordination for guam, coral, coral reef ecology, coral reef ecosystem, coral reefs, corals, coris_metadata, country/territory, earth science, guam, guam (13n144e0000), marianas, marine ecosystem, numeric data sets, ocean basin, oceans, pacific ocean, rapid assessment studies, reef monitoring and assessment, united states of america, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
ESI-HI81 Haena, Island of Kauai, 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, haena (21n157w0006), hawaii, hawaii exclusive economic zone, hawaiian islands, hydrography, kauai, kauai island, 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