AndreaBozzo/ceres-open-data-index huggingface dataset:
2015 Hawaii SE Island UAS Orthomosaic

This imagery was captured September 20, 2015 for the Hawaiian Monk Seal Research Program. Unmanned Aircraft Systems (UAS) are being tested to assess their effectiveness for capturing images of seals and other wildlife. In addition to single photographs, an orthomosaic of Southeast Island was created as part of a mapping exercise over the island using an APH-22 hexacopter. The mosaic output is a GeoTIFF in WGS84 UTM Zone 1N. Mission support: Charles Littnan NOAA, Jessica Lopez Bohlander NOAA, LT Michael Marino NOAA UAS planning and flight: Kathryn Sweeney NOAA, Don LeRoi of Aerial Imaging Solutions Map compilation: Joel Stocker for AIS.
Original contact information: 
   Contact Org: National Oceanic and Atmospheric Administration (NOAA), National Marine Fisheries Service (NMFS), PIFSC, Hawaiian Monk Seal Program
   Title: Charles Littnan, Lead Scientist
   Phone: 808-725-5711

Tags: 20140613, aerial, airplane, cameras, coastal, continent, digital orthophotography, doc/noaa/nos/ocm, earth science, hawaii, hawaiian monk seal, imagery, infrared imagery, infrared wavelengths, national ocean service, noaa, north america, office of coastal management, orthophoto, photograph, remotely sensed imagery/photography, shoreline, spectral/engineering, u.s. department of commerce, uas, united states of america, visible imagery, visible wavelengths
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
C-CAP United States Virgin Islands, St. John 2005-2007-Era Land Cover Change Analysis

This data set contains the 2005-era and 2007-era classifications of
St. John, United States Virgin Islands and can be used to analyze change.
This data set utilized 14 full or partial ADS40 scenes
which were analyzed according to the Coastal Change Analysis Program (C-CAP)
protocol to determine land cover.

Tags: airplane, atlantic ocean, c-cap, cameras, caribbean sea, change detection analysis, coastal zone, digitalglobe worldview-2, digitalglobe worldview-3, doc/noaa/nos/ocm, earth science, land cover analysis, land surface, land use/land cover, land use/land cover classification, national ocean service, noaa, north atlantic ocean, ocean, office of coastal management, remotely sensed imagery/photos, st. john, u.s. department of commerce, us territory, virgin islands, worldview-2, worldview-3
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2010 C-CAP Derived 30 meter Forest Canopy Land Cover - BETA

The NOAA Coastal Change Analysis Program (C-CAP) produces national standardized land cover and change products for the coastal regions of the U.S. C-CAP products inventory coastal intertidal areas, wetlands, and adjacent uplands with the goal of monitoring changes in these habitats. The timeframe for this data is 2010. These maps are developed through the automated classification of high resolution National Agriculture Imagery Program (NAIP) imagery, available Lidar digital elevation data, and assorted ancillary information. 

While produced as part of the Coastal Change Analysis Program (C-CAP), these products should not be compared directly to past dates of 30-meter C-CAP to identify change, as there will be vast differences caused by the different methods and the classes mapped.

These data should be considered to be BETA-level or draft products. They are based on 1-meter land cover mapping that were entirely automated and the relationship of those data to existing wetlands data. As such, there may be issues that result from the different vintages of these products, as well as the errors included in each. While not perfect, the data should provide an example of what level of detail would be possible through such higher-resolution mapping.

These data are not jurisdictional or intended for use in litigation. NOAA does not assume liability for any damages or misrepresentations caused by inaccuracies in the data, or as a result of the data used on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty.

Tags: airplane, c-cap, cameras, coastal zone, doc/noaa/nos/ocm, earth science, impervious surface, land cover, land cover analysis, land surface, land use/land cover, land use/land cover classification, national ocean service, noaa, office of coastal management, remotely sensed imagery/photos, u.s. department of commerce
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
San Francisco Bay Interferometric Bathymetry: Area A

These interferometric bathymetric data were collected with the Edgetech 6205 sonar system in the San Francisco Bay. Bathymetric and acoustic backscatter data were collected simultaneously in 84 survey blocks.  Seventy five of these blocks were surveyed with 100% cover of backscatter imagery and nine blocks were surveyed with 50% backscatter coverage.  These data were collected as source material for planned benthic habitat mapping. An earlier project had been completed to map the very-shallow subtidal and intertidal areas using optical methods.
Original contact information: 
   Contact Name: Jen Eckerle
   Contact Org: California Ocean Protection Council (OPC)
   Title: Deputy Director, OPC
   Phone: 916-653-9416
   Email: jen.eckerle@resources.ca.gov

Tags: alameda county, benthic, biosphere, california, california ocean protection council, california seafloor mapping program (csmp), coastal, continent, contra costa county, doc/noaa/nos/ocm, earth science, ecosystems, edgetech 6205, estuary, interferometric bathymetry, marin county, marine ecosystems, national ocean service, noaa, north america, office of coastal management, san francisco bay, san francisco county, san mateo county, solano county, sonoma county, u.s. department of commerce, united states, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
1954 American Samoa Historical Scanned Imagery

These images are part of a project funded by NOAA Office for Coastal Management to develop a high quality, user-friendly, attributed, centralized, multi-territorial digital database of georeferenced historic aerial imagery in the Pacific Islands region, including Hawaii, American Samoa, Guam, and the Commonwealth of the Northern Mariana Islands. The objective of this project is to make previously unavailable historic aerial imagery of the Pacific Islands available for public consumption through NOAA's Digital Coast website. These images were scanned on a flatbed scanner and georeferenced to existing basemap data.
Original contact information: 
   Contact Org: NOAA Office for Coastal Management
   Phone: 843-740-1202
   Email: coastal.info@noaa.gov

Tags: aerial, airplane, american samoa, cameras, central pacific ocean, coastal, doc/noaa/nos/ocm, earth science, east manua, historical, imagery, infrared imagery, infrared wavelengths, mosaic, national ocean service, noaa, ocean, office of coastal management, pacific ocean, photograph, rectified image, scanned imagery, spectral/engineering, tutuila, u.s. department of commerce, visible imagery, visible wavelengths, west manua
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2021 Miller Woods, IN Natural Color, Color Infrared and Hyperspectral Imagery

Wild rice (Zizania palustris and Zizania aquatica), also known as manoomin, plays an integral role in the wetland ecosystems of the Great Lakes and is central to the culture, identity, and livelihood of Indigenous Peoples throughout the region. As manoomin faces increasing threats from climate change, land use change, pollution, invasive species, and other stressors, efforts are underway to protect and restore wild rice populations and habitat.

To support these efforts and help improve mapping and monitoring of wild rice in the Lake Michigan and Lake Huron basins, NOAA's Office for Coastal Management, in collaboration with tribal partners, identified twelve areas of interest (AOI) as pilot sites for airborne hyperspectral imagery and field data collection, which took place in August and September 2021.

In total, airborne hyperspectral imagery (with derived natural color and color infrared) was acquired for 43,493 acres. This imagery, in conjunction with field data and place-based knowledge and expertise of tribal partners, was used to help delineate ~13,775 acres of vegetated wetlands, including ~790 acres of wild rice. 

AOI/Pilot Sites

1. Christiana Creek, MI

2. Fletcher Pond, MI

3. Flowerfield Creek, MI

4. French Farm Lake, MI* 

5. Hamlin Lake, MI

6. Indiana Dunes, IN

7. Manistee River, MI

8. Miller Woods, IN

9. Nottawa Creek, MI

10. Potagannissing, MI

11. Rocky Creek, MI

12. Tawas Lake, MI

*To request imagery and associated vector and field data for this site, please contact:
Jon Mauchmar
Wildlife Technician
Little Traverse Bay Bands of Odawa Indians
Natural Resources Department - Inland Fish & Wildlife Program
Office: 231-242-1670
jmauchmar@ltbbodawa-nsn.gov

Tags: airplane, cameras, color infrared, doc/noaa/nos/ocm, earth science, glri, great lakes restoration initiative, hyperspectral, imagery, in, indiana, infrared imagery, infrared wavelengths, miller woods, national ocean service, natural color, noaa, office of coastal management, orthoimage, rectified image, spectral/engineering, u.s. department of commerce, us, visible imagery, visible wavelengths
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
C-CAP Molokai, Hawaii 2005-2009 Land Cover Change Analysis

This data set contains the 2005 and 2009 classifications of Molokai and can be used to analyze change. This data set utilized utilized 20 full or partial WorldView2 multispectral scenes and the 2005 high-resolution Molokai C-CAP data set, which were analyzed according to the Coastal Change Analysis Program (C-CAP) protocol to determine land cover.

Tags: airplane, c-cap, cameras, central pacific ocean, change detection analysis, coastal zone, continent, digitalglobe worldview-2, digitalglobe worldview-3, doc/noaa/nos/ocm, earth science, hawaii, hawaiian islands, land cover analysis, land surface, land use/land cover, land use/land cover classification, molokai, national ocean service, noaa, north america, ocean, office of coastal management, pacific ocean, remotely sensed imagery/photos, u.s. department of commerce, united states of america, worldview-2, worldview-3
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Salt Marsh Habitats, Rhode Island, 2012

This data set consists of salt marsh habitats for the state of Rhode Island derived from high resolution (0.5m) imagery collecting during June 2012. This data set utilized 4 Band multispectral aerial orthoimagery contributed to RIGIS by the Rhode Island Eelgrass Mapping Taskforce [(c) 2012 RIGIS] and LiDAR data collected through the LiDAR for the NorthEast project (2011).

Tags: airplane, biota, c-cap, cameras, coastal zone, doc/noaa/nos/ocm, earth science, land surface, land use/land cover, land use/land cover classification, national ocean service, noaa, north america, ocean, office of coastal management, remotely sensed imagery/photos, rhode island, ri, salt marsh, u.s. department of commerce, united states of america, wetlands
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2013 Coastal Georgia 4-Band 8 Bit Imagery

This data set consists of half-foot pixel resolution, natural color orthoimages covering the urban area footprint. An orthoimage is remotely sensed image data in which displacement of features in the image caused by terrain relief and sensor orientation have been mathematically removed. Orthoimagery combines the image characteristics of a photograph with the geometric qualities of a map. Each orthoimage provides imagery over a 5000-foot by 5000-foot block on the ground. There is no image overlap between adjacent files. The projected coordinate system is Georgia State Plane East (FIPS 1001) feet with a NAD83 datum.

Tags: 3 inch orthoimage, airplane, cameras, continent, doc/noaa/nos/ocm, earth science, georgia, image map, imagery, infrared imagery, infrared wavelengths, national ocean service, natural color orthophoto, noaa, north america, office of coastal management, orthoimage, orthophoto, rectified image, rectified photograph, spectral/engineering, u.s. department of commerce, united states of america, visible imagery, visible wavelengths
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Time-Series Data on the Ocean and Great Lakes Economy for Counties, States, and the Nation between 2005 and 2017 (Sector and Industry Level)

Economics: National Ocean Watch (ENOW) contains annual time-series data for about 400 coastal counties, 30 coastal states, and the nation, derived from the Bureau of Labor Statistics and the Bureau of Economic Analysis.  It describes six economic sectors that depend on the oceans and Great Lakes and measures four economic indicators: Establishments, Employment, Wages, and Gross Domestic Product (GDP).

Tags: coastal areas, coastal counties, coastal states, continent, doc/noaa/nos/ocm, dredging, earth science, economic resources, economics, fishing, great lakes, human dimensions, human settlements, marine construction, marine transportation, naics, national ocean service, noaa, north america, north american industrial classification system, office of coastal management, offshore oil and gas, recreation, recreational activities/areas, ship building, shipping, social behavior, socioeconomics, sustainability, sustainable development, tourism, u.s. department of commerce, united states, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
C-CAP Land Cover Change, Commonwealth of the Northern Mariana Islands (CNMI), Maug Islands, 2003 - 2016

This data set contains the 2003 and 2016 classifications of Maug, CNMI and can be used to analyze change. This data set utilized 2 full WorldView2 and Quickbird multispectral scenes and the 2003 high-resolution Maug C-CAP data set, which were analyzed according to the Coastal Change Analysis Program (C-CAP) protocol to determine land cover.

Tags: 2003, 2016, airplane, c-cap, cameras, cnmi, coastal zone, digitalglobe worldview-2, digitalglobe worldview-3, doc/noaa/nos/ocm, earth science, land cover, land cover analysis, land surface, land use/land cover, land use/land cover classification, maug islands, micronesia, national ocean service, noaa, northern mariana islands, ocean, office of coastal management, pacific ocean, remotely sensed imagery/photos, u.s. department of commerce, western pacific ocean, worldview-2, worldview-3
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
1961 American Samoa Historical Scanned Imagery

These images are part of a project funded by NOAA Office for Coastal Management to develop a high quality, user-friendly, attributed, centralized, multi-territorial digital database of georeferenced historic aerial imagery in the Pacific Islands region, including Hawaii, American Samoa, Guam, and the Commonwealth of the Northern Mariana Islands. The objective of this project is to make previously unavailable historic aerial imagery of the Pacific Islands available for public consumption through NOAA's Digital Coast website. These images were scanned on a flatbed scanner and georeferenced to existing basemap data.
Original contact information: 
   Contact Org: NOAA Office for Coastal Management
   Phone: 843-740-1202
   Email: coastal.info@noaa.gov

Tags: aerial, airplane, american samoa, cameras, central pacific ocean, coastal, doc/noaa/nos/ocm, earth science, historical, imagery, infrared imagery, infrared wavelengths, mosaic, national ocean service, noaa, ocean, office of coastal management, pacific ocean, photograph, rectified image, scanned imagery, spectral/engineering, u.s. department of commerce, visible imagery, visible wavelengths
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
C-CAP Maui 2005 era High Resolution Land Cover Metadata

This data set consists of land derived from high resolution imagery and was analyzed according to the Coastal Change Analysis Program (C-CAP) protocol to determine land cover. This data set utilized 43 full or partial Quickbird multispectral scenes which were processed to detect C-CAP land cover features on the island of Maui.

Tags: airplane, c-cap, cameras, central pacific ocean, coastal zone, continent, digitalglobe worldview-2, digitalglobe worldview-3, doc/noaa/nos/ocm, earth science, hawaii, hawaiian islands, kahului, land cover, land cover analysis, land surface, land use/land cover, land use/land cover classification, maui, national ocean service, noaa, north america, ocean, office of coastal management, pacific ocean, remotely sensed imagery/photos, u.s. department of commerce, united states of america, worldview-2, worldview-3
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2018 Coastal Georgia 4-Band 8 Bit Imagery

The National Oceanic and Atmospheric Administrationâs Office for Coastal Management and Georgia Department of Natural Resources (DNR) requires acquisition and processing of 4-band aerial imagery. The data is to be collected during leafâoff conditions during +/- 2 hours of low tide. The sun angle shall not be less than 30 degrees and there shall be no clouds, cloud shadows or haze in the imagery. The imagery shall be acquired when streams and rivers are within their banks when there is no flooding conditions. This data set is consisting of an area of interest (AOI) for the NOAA Coastal GA Imagery project.  Aerial Imagery acquisition for this project was completed in nine (9) flight lifts undertaken between the 25th of February and 13th of March 2018.

Tags: 6 inch orthoimage, airplane, cameras, continent, doc/noaa/nos/ocm, earth science, georgia, image map, imagery, infrared imagery, infrared wavelengths, national ocean service, natural color orthophoto, noaa, north america, office of coastal management, orthoimage, orthophoto, rectified image, rectified photograph, spectral/engineering, u.s. department of commerce, united states of america, visible imagery, visible wavelengths
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Delaware Bay, Delaware Benthic Grabs 2007

The Coastal Program of Delaware's Division of Soil and Water conservation (DNREC), the University of Delaware, Partnership for the Delaware Estuary, and the New Jersey Department of Environmental Protection have partnered and are carrying out a bottom and sub-bottom imaging project to identify and map the benthic habitat and sub-bottom sediments of Delaware Bay and River.  This project was initiated to better understand the distribution of bottom sediment types, habitat biodiversity, and most importantly, human's impact on the bay bottom and its living resources.  The project integrates the use of three types of acoustical systems: Roxann Seabed classification system, chirp sub-bottom profiling, and multi-beam bathymetric mapping.  Verification of the acoustic data with bottom and sub-bottom sediments is performed through the collection of bra banc core samples and underwater video images.
Original contact information: 
   Contact Name: Bartholomew Wilson
   Contact Org: DNREC Delaware Coastal Programs
   Phone: 302-739-9283

Tags: benthic, biosphere, coastal, continent, delaware, delaware bay, doc/noaa/nos/ocm, earth science, ecosystems, environment monitoring, estuary, marine ecosystems, national ocean service, noaa, north america, office of coastal management, u.s. department of commerce, united states of america, usa
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA Office for Coastal Management Coastal Inundation Digital Elevation Model: Catalina, California

These data were created as part of the National Oceanic and Atmospheric Administration Office for Coastal Management's efforts to create an online mapping viewer called the Sea Level Rise and Coastal Flooding Impacts Viewer. It depicts potential sea level rise and its associated impacts on the nation's coastal areas. The purpose of the mapping viewer is to provide coastal managers and scientists with a preliminary look at sea level rise and coastal flooding impacts. The viewer is a screening-level tool that uses nationally consistent data sets and analyses. Data and maps provided can be used at several scales to help gauge trends and prioritize actions for different scenarios. The Sea Level Rise and Coastal Flooding Impacts Viewer may be accessed at: https://coast.noaa.gov/slr.
      
      This metadata record describes the Catalina California digital elevation model (DEM), which is a part of a series
      of DEMs produced for the National Oceanic and Atmospheric Administration Office for Coastal Management's Sea Level Rise and Coastal
      Flooding Impacts Viewer described above. This DEM includes the best available lidar known to exist at the time of DEM creation that met project specifications. This DEM includes data for Catalina Island, California.
      
      The DEM was produced from the following lidar data sets:
      1. 2015 - 2016 LARIAC Lidar: Los Angeles Region, CA 

      
      The DEM is referenced vertically to the North American Vertical Datum of 1988 (NAVD88) with vertical units of meters and horizontally to the North American Datum of 1983 (NAD83). The resolution of the DEM is approximately 3 meters.

Tags: bathymetry/topography, california, catalina island, coastal elevation, coastal processes, continent, dem, digital elevation model, digital elevation/terrain model (dem), doc/noaa/nos/ocm, earth science, elevation, flooding, inundation, land surface, lidar, light detection and ranging, national ocean service, noaa, north america, oceans, office of coastal management, sea level rise, terrain elevation, topography, u.s. department of commerce, united states of america, us, vertical location
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Connecticut Coastal Airborne ADS40 Digital Imagery Acquisition and Natural Color and Color Infrared Orthophoto Production collected in September 2004

The NOAA Office for Coastal Management purchased digital ADS40 imagery and digital elevation models of the Connecticut coastline in 2004.  The Coastal Connecticut project area is comprised of approximately 930 square miles. A total of 244 orthos (122 natural color and 122 color infrared) were produced to cover this area. Aerial imagery was collected in panchromatic, Red, Green, Blue and Near Infrared which yielded a natural color and false color infrared version of the completed digital orthophotography. In addition to producing the digital ortho imagery a first surface (reflective surface) elevation data set was produced. Imagery was collected at an approximate altitude of 15,750 feet above mean terrain.
Original contact information: 
   Contact Name: Harold Rempel
   Contact Org: EarthData International, Inc.
   Title: Director of Program Management
   Phone: 301-948-8550
   Email: hrempel@earthdata.com

Tags: ads40, aerial photography, airplane, cameras, change detection analysis, color infrared doqq, connecticut, continent, ct, digital orthophoto quarter quad (doqq), digital orthophotography, doc/noaa/nos/ocm, earth science, imagery, infrared imagery, infrared wavelengths, land cover analysis, national ocean service, natural color doqq, noaa, north america, office of coastal management, remotely sensed imagery/photos, spectral/engineering, u.s. department of commerce, united states of america, us, visible imagery, visible wavelengths
Organization: National Oceanic and Atmospheric Administration, Department of Commerce