AndreaBozzo/ceres-open-data-index huggingface dataset:
NOAA TIFF Image - 4m Bathymetric Principal Component Analysis (PCA) of Red Snapper Research Areas in the South Atlantic Bight, 2010

This dataset contains unified Bathymetric PCA GeoTiffs with 4x4 meter cell resolution describing the topography of 15 areas along the shelf edge off the South Atlantic Bight where NOAA South East Fisheries Independent Survey (SEFIS) are conducting research on Red Snapper (lutjanus campechanus). The multibeam data covers a total of 232 sq km and was collected in 2010 by the NOAA Ship Nancy Foster with a hull-mounted Kongsberg Simrad EM 1002 multibeam echo sounder (95 kHz). It was processed by NOAA's NOS/NCCOS/CCMA Biogeography Branch using CARIS HIPS 7.1 software. Data has all correctors applied (attitude, sound velocity) and has been reduced to mean lower low water (MLLW) using final approved tides and zoning from NOAA COOPS. The processed CARIS data was used to generate a CARIS BASE surface using CUBE. The CARIS export option "BASE Surface to ASCII" was then used to create a GeoTiff of the priority areas in ArcGIS 10. The Principal Component Analysis image was created in ENVI 4.8 using the metrics depth, mean depth, curvature, plan curvature, profile curvature, rugosity, slope and slope of the slope.

Tags: 2010, aquatic habitat, bathymetry, bathymetry/seafloor topography, bathymetry/topography, benthic, biogeography, biosphere, continental shelf, country/territory, description, doc/noaa/nos/nccos, earth science, efh, florida, geographic information, georgia, gis, grays reef, grid, habitat, marmap, mbes, multibeam, national centers for coastal ocean science, national ocean service, noaa, noaa ship nancy foster, ocean explorer, oceans, pca, raster, red snapper, reef, reef habitat, se_atl_efh, seafloor, sefis, simrad em1002, sonar, south atlantic bight, south atlantic ocean, south carolina, southeast atlantic, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Orthorectification and Mosaicking of Color Aerial Photography for the Main Eight Hawaiian Islands: Hawaii (420n-0619)

Habitat maps of the main Hawaiian Islands were created by visual interpretation of aerial photos and hyperspectral imagery using the Habitat Digitizer extension.  Aerial photographs are valuable tools for natural resource managers and researchers since they provide an excellent record of the location and extent of habitats.  However, spatial distortions in aerial photographs due to such factors as camera angle, lens characteristics, and relief displacement must be accounted for during analysis to prevent incorrect measurements of area, distance, and other spatial parameters.  These distortions of scale within an image can be removed through orthorectification.  During orthorectification, digital scans of aerial photos are subjected to algorithms that eliminate each source of spatial distortion.  The result is a georeferenced digital mosaic of several photographs with uniform scale throughout the mosaic. Features near land are generally georeferenced with greater accuracy while the accuracy of features away from land is generally not as good.  Where no land is in the original photographic frame only kinematic GPS locations and image tie points were used to georeference the images.  After an orthorectified mosaic is created, photointerpreters can accurately and reliably delineate boundaries of features in the imagery as they appear on the computer monitor using a software interface such as the Habitat Digitizer.

Tags: aerial photography, benthic, coral, doc/noaa/nos/nccos, environmental monitoring, habitat, hawaii, hawaii_images_2000, island of hawaii, mangrove, national centers for coastal ocean science, national ocean service, noaa, oceans, reef, remotely sensed imagery/photos, sav, seagrass, u.s. department of commerce, u.s. exclusive economic zone, united states
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Farallon de Pajaros IKONOS Imagery - IKONOS Imagery for the Northern Mariana Islands, 2001-2003

This project is a cooperative effort among 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: benthic, biosphere, commonwealth of the northern mariana islands, coral, corals, country/territory, doc/noaa/nos/nccos, earth science, farallon de pajaros, farallon de pajaros (15n145e0002), habitat, habitat mapping, ikonos, ikonos imagery, mangrove, map images, mapping, national centers for coastal ocean science, national ocean service, noaa, northern mariana islands, ocean basin, pac_terr, pacific ocean, pajaros, pajaros (15n145e0002), reef, reef monitoring and assessment, remote sensing, remotely sensed imagery/photos, satellite (digital scans), sav, seagrass, u.s. department of commerce, united states, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Kahoolawe IKONOS and Quickbird Imagery - Mosaic

This project is a cooperative effort between the National Ocean Service, National Centers for Coastal Ocean Science, Center for Coastal Monitoring and Assessment, BAE Systems Spectral Solutions LLC, and Analytical Laboratories of Hawaii, LLC.  IKONOS and Quickbird 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 and Quickbird 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: 2007 hawaiian benthic habitat maps, benthic, biosphere, central pacific ocean, coral, corals, country/territory, doc/noaa/nos/nccos, earth science, environmental monitoring, habitat, habitat mapping, hawaii, hawaii_2007, hawaiian islands, ikonos, ikonos imagery, kahoolawe, kahoolawe island, kahoolawe island (20n156w0001), kalawao, mangrove, map images, mapping, national centers for coastal ocean science, national ocean service, noaa, ocean basin, pacific ocean, quickbird, quickbird imagery, reef, reef monitoring and assessment, remote sensing, remotely sensed imagery/photos, satellite (digital scans), sav, seagrass, u.s. department of commerce, united states, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA Point Shapefile- Benthic Habitat Classifications from Minibat ROV Underwater Video, US Virgin Islands, Project NF-04-06, 2004, UTM 20N WGS84

This dataset contains a point shapefile with benthic habitat classifications of vertical relief, geomorphological structure, substrate, and biological cover for selected points along various Remotely Operated Vehicle (ROV) underwater video transects in the US Virgin Islands.NOAA's NOS/NCCOS/CCMA Biogeography Team, in collaboration with NOAA vessel Nancy Foster and territory, federal, and private sector partners, acquired Remotely Operated Vehicle (ROV) underwater video data in the US Virgin Islands from 2/18/04 to 3/5/04. Data was acquired with a towed Minibat and georeferenced and visually interpreted by CCMA employees. Data is in UTM zone 20, datum WGS84.

Tags: 2004, bathymetry/topography, benthic, biogeography, biological cover, birnm, buck, buck island reef national monument, doc/noaa/nos/nccos, environmental monitoring, geomorphological structure, gis, groundtruthing, habitat, mapping, minibat, nancy foster, national centers for coastal ocean science, national ocean service, nf-04-06, noaa, remotely operated vehicle, rov, seafloor, seafloormapping_uscaribbean_2004toongoing, st. croix, st. john, substrate, u.s. department of commerce, underwater video, us virgin islands, usvi, vicrnm, video, virgin islands coral reef national monument
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Hyperspectral Imagery for the Main Eight Hawaiian Islands:Oahu (204a-0613-332211)

This project is a cooperative effort among 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: aurora hyperspectral imagery, benthic, coral, doc/noaa/nos/nccos, environmental monitoring, habitat, hawaii, hawaii_images_2000, mangrove, national centers for coastal ocean science, national ocean service, noaa, oahu, oceans, reef, remotely sensed imagery/photos, sav, seagrass, u.s. department of commerce, u.s. exclusive economic zone, united states
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Hyperspectral Imagery for the Main Eight Hawaiian Islands:Hawaii (420-0619-332211)

This project is a cooperative effort among 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: aurora hyperspectral imagery, benthic, coral, doc/noaa/nos/nccos, environmental monitoring, habitat, hawaii, hawaii_images_2000, island of hawaii, mangrove, national centers for coastal ocean science, national ocean service, noaa, oceans, reef, remotely sensed imagery/photos, sav, seagrass, u.s. department of commerce, u.s. exclusive economic zone, united states
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA TIFF Image - 4m Bathymetric Depth Range of Red Snapper Research Areas in the South Atlantic Bight, 2010

This dataset contains unified Bathymetric Depth Range GeoTiffs with 4x4 meter cell resolution describing the topography of 15 areas along the shelf edge off the South Atlantic Bight where NOAA South East Fisheries Independent Survey (SEFIS) are conducting research on Red Snapper (lutjanus campechanus). The multibeam data covers a total of 232 sq km and was collected in 2010 by the NOAA Ship Nancy Foster with a hull-mounted Kongsberg Simrad EM 1002 multibeam echo sounder (95 kHz). It was processed by NOAA's NOS/NCCOS/CCMA Biogeography Branch using CARIS HIPS 7.1 software. Data has all correctors applied (attitude, sound velocity) and has been reduced to mean lower low water (MLLW) using final approved tides and zoning from NOAA COOPS. The processed CARIS data was used to generate a CARIS BASE surface using CUBE. The CARIS export option "BASE Surface to ASCII" was then used to create a GeoTiff of the priority areas in ArcGIS 10. Depth Range was derived from this surface using the focal statistic function in ArcGIS Spatial Analyst.

Tags: 2010, aquatic habitat, bathymetry, bathymetry/seafloor topography, bathymetry/topography, benthic, biogeography, biosphere, continental shelf, country/territory, depth range, description, doc/noaa/nos/nccos, earth science, efh, florida, geographic information, georgia, gis, grays reef, grid, habitat, marmap, mbes, multibeam, national centers for coastal ocean science, national ocean service, noaa, noaa ship nancy foster, ocean explorer, oceans, raster, red snapper, reef, reef habitat, se_atl_efh, seafloor, sefis, simrad em1002, sonar, south atlantic bight, south atlantic ocean, south carolina, southeast atlantic, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA TIFF Image - 4m Bathymetric Profile Curvature of Red Snapper Research Areas in the South Atlantic Bight, 2010

This dataset contains unified Bathymetric Profile Curvature GeoTiffs with 4x4 meter cell resolution describing the topography of 15 areas along the shelf edge off the South Atlantic Bight where NOAA South East Fisheries Independent Survey (SEFIS) are conducting research on Red Snapper (lutjanus campechanus). The multibeam data covers a total of 232 sq km and was collected in 2010 by the NOAA Ship Nancy Foster with a hull-mounted Kongsberg Simrad EM 1002 multibeam echo sounder (95 kHz). It was processed by NOAA's NOS/NCCOS/CCMA Biogeography Branch using CARIS HIPS 7.1 software. Data has all correctors applied (attitude, sound velocity) and has been reduced to mean lower low water (MLLW) using final approved tides and zoning from NOAA COOPS. The processed CARIS data was used to generate a CARIS BASE surface using CUBE. The CARIS export option "BASE Surface to ASCII" was then used to create a GeoTiff of the priority areas in ArcGIS 10. Curvature was derived from this surface using the profile curvature function in ArcGIS 3D Analyst.

Tags: 2010, aquatic habitat, bathymetry, bathymetry/seafloor topography, bathymetry/topography, benthic, biogeography, biosphere, continental shelf, country/territory, description, doc/noaa/nos/nccos, earth science, efh, florida, geographic information, georgia, gis, grays reef, grid, habitat, marmap, mbes, multibeam, national centers for coastal ocean science, national ocean service, noaa, noaa ship nancy foster, ocean explorer, oceans, profile curvature, raster, red snapper, reef, reef habitat, se_atl_efh, seafloor, sefis, simrad em1002, sonar, south atlantic bight, south atlantic ocean, south carolina, southeast atlantic, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
IVR EFP Database

This database contains trip-level reports submitted by vessels participating in Exempted Fishery projects with IVR reporting requirements.

Tags: 2005-present, 888-284-4904, area, atlantic, catch, commercial, commercial fishing, connecticut, cooperative research, ct, de, delaware, doc/noaa/nmfs/garfo, effort, exempted fishery (efp) program, fdsd, fisheries data services division, fishery dependent data, fso, gear, georges bank, gloucester, greater atlantic regional fisheries office, gulf of maine, interactive voice response, ivr, ma, maine, maryland, massachusetts, md, me, mid-atlantic, national marine fisheries service, ne, nero, new england, new hampshire, new jersey, new york, nh, nj, noaa, northeast, northeast atlantic, northeast u.s., northern atlantic, northwest atlantic, ny, quota monitoring, research set-aside, rhode island, ri, rsa, scientific research, species, tilefish, u.s. department of commerce, va, vessel reporting, virginia
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA TIFF Image - 1 m Backscatter Mosaic of the St. John Shelf, U.S. Virgin Islands, Project NF-10-03, 2010, UTM 20 WGS84

This image represents a 1 meter resolution backscatter mosaic of the St. John Shelf, US Virgin Islands. NOAA's NOS/NCCOS/CCMA Biogeography Team, in collaboration with NOAA vessel Nancy Foster and territory, federal, and private sector partners, acquired multibeam bathymetry data in the US Virgin Islands from March 18 2010 to April 06 2010. Data was acquired with a hull-mounted Reson 7125 Kongsberg Simrad EM 1002 multibeam echosounder (400 kHz) and processed by a NOAA contractor using CARIS HIPS 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 backscatter component of the bathymetry data were geometrically and radiometrically corrected using Hypack 2010 Geocoder software.  Acoustic backscatter mosaics are ostensibly an important piece of information when characterizing surficial seafloor features and delineating benthic habitats. The project was conducted to meet IHO Order 1 and 2 accuracy standards, dependent on the project area and depth. All users should individually evaluate the suitability of this data according to their own needs and standards.

Tags: 201003, acoustic, aquatic habitat, atlantic ocean, backscatter, bathymetry, bathymetry/seafloor topography, bathymetry/topography, benthic, biogeography, biosphere, caribbean sea, coral, country/territory, description, doc/noaa/nos/nccos, earth science, geographic information, gis, habitat, integrated ocean and coastal mapping, iocm, mbes, mosaic, multibeam, nancy foster, national centers for coastal ocean science, national ocean service, nf-10-03, noaa, nps, ocean basin, oceans, raster, reef, reef habitat, reson 7125, seafloor, seafloormapping_uscaribbean_2004toongoing, simrad 1002, sonar, st. john, st. john shelf, swmb, u.s. department of commerce, united states of america, us virgin islands, usvi, virgin islands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA TIFF Image - 30m Rugosity, South Atlantic Bight - Deep Coral Priority Areas -  Navy Pathfinder - (2003), UTM 17N NAD83

This dataset contains a unified GeoTiff with 30x30 meter cell size representing the bathymetry of several deep coral priority areas off the South Atlantic Bight, derived from data collected in 2003. NOAA's NOS/NCCOS/CCMA Biogeography Branch, in collaboration with the College of Charleston, as well as the United State Navy Ship Pathfinder (USNS) , and private sector partners, acquired multibeam bathymetry data off the South Atlantic Bight from 06/14/03 to 07/6/03. Data was acquired with a hull-mounted Kongsberg Simrad EM 1002 multibeam echosounder (95 kHz).  It was processed by the College of Charleston Department of Geology using CARIS HIPS software. Data has all correctors applied (attitude, sound velocity) and has been reduced to mean lower low water (MLLW) using final approved tides and zoning from NOAA COOPS. Data is in UTM Zone 17 north, datum NAD83. The processed CARIS data was used to generate a CARIS BASE surface based on swath angle. The CARIS Export option "BASE Surface to Image" was then used to create a GeoTiff of the priority areas.Rugosity was derived from this surface using NOAA's Benthic Terrain Modeler extension.

Tags: 2003, aquatic habitat, atlantic ocean, bathymetry, bathymetry/seafloor topography, bathymetry/topography, benthic, biogeography, biosphere, college of charleston, continental shelf, coral, country/territory, deep_coral, description, doc/noaa/nos/nccos, earth science, florida, geographic information, georgia, gis, grid, habitat, mbes, multibeam, national centers for coastal ocean science, national ocean service, noaa, oceans, raster, reef, reef habitat, rugosity, seafloor, simrad em1002, sonar, south atlantic bight, south atlantic ocean, south carolina, u.s. department of commerce, united states of america, usns pathfinder
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Orthorectification and Mosaicking of Color Aerial Photography for the Main Eight Hawaiian Islands: Kauai (109w-0430)

Habitat maps of the main Hawaiian Islands were created by visual interpretation of aerial photos and hyperspectral imagery using the Habitat Digitizer extension.  Aerial photographs are valuable tools for natural resource managers and researchers since they provide an excellent record of the location and extent of habitats.  However, spatial distortions in aerial photographs due to such factors as camera angle, lens characteristics, and relief displacement must be accounted for during analysis to prevent incorrect measurements of area, distance, and other spatial parameters.  These distortions of scale within an image can be removed through orthorectification.  During orthorectification, digital scans of aerial photos are subjected to algorithms that eliminate each source of spatial distortion.  The result is a georeferenced digital mosaic of several photographs with uniform scale throughout the mosaic. Features near land are generally georeferenced with greater accuracy while the accuracy of features away from land is generally not as good.  Where no land is in the original photographic frame only kinematic GPS locations and image tie points were used to georeference the images.  After an orthorectified mosaic is created, photointerpreters can accurately and reliably delineate boundaries of features in the imagery as they appear on the computer monitor using a software interface such as the Habitat Digitizer.

Tags: aerial photography, benthic, coral, doc/noaa/nos/nccos, environmental monitoring, habitat, hawaii, hawaii_images_2000, kauai, mangrove, national centers for coastal ocean science, national ocean service, noaa, oceans, reef, remotely sensed imagery/photos, sav, seagrass, u.s. department of commerce, u.s. exclusive economic zone, united states
Organization: National Oceanic and Atmospheric Administration, Department of Commerce