NCCOS Mapping: Bathymetric Lidar Waveform Metrics for Saipan, The Commonwealth of the Northern Mariana Islands (CNMI), 2019-07-11 to 2019-07-31 (NCEI Accession 0294340)

Description

This data package contains bathymetric light detection and ranging (lidar) Hawkeye-4X waveforms metrics (LWFM) for 0 to 50 meter depths around the island of Saipan, Commonwealth of the Northern Mariana Islands (CNMI). Bathymetric lidar waveforms depict the amount of laser light returned from the seafloor recorded during each laser pulse. Typically, only the leading edge of the seafloor return is used to calculate bottom depth. However, the shape of the seafloor return also contains novel information about the physical structure and biological cover on the seafloor (Collin et al. 2011, Wilson et al. 2019). To extract this information, the National Oceanic and Atmospheric Administration (NOAA) National Centers for Coastal Ocean Science (NCCOS) partnered with Oregon State University (OSU), NOAA Office for Coastal Management (OCM), Woolpert and Hexagon Leica to develop software to export, process, normalize and rasterize 16 LWFM describing the shape of the seafloor return (Jung et al. 2024; Collin et al. 2011; Parrish et al. 2014; Kashani et al. 2015; Kogut et al. 2022). The resulting LWFM rasters were used to predict the distribution of key coral reef taxa and habitats west of Saipan (Costa et al. 2024). This effort marks one of the few studies that have used LWFM to predict tropical coral reef habitats to date. These processing workflows and associated software will also make LWFM creation easier and more routine for future Hawkeye-4X lidar collections by NOAA and its partners. This project was funded by NOAA’s Coral Reef Conservation Program (CRCP), and leverages significant investments made by NOAA NCCOS, NOAA National Geodetic Survey, NOAA Office for Coastal Management, and the U.S. Geological Survey in the region.

Resources

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FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
FTP Unknown These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
Oregon State University (OSU) website Unknown Institution web page Open resource
https://chs.coast.noaa.gov/htdata/raster5/elevation/CNMI_Topobathy_DEM_2019_9474/ Unknown Topobathy Lidar DEM Open resource
https://chs.coast.noaa.gov/htdata/raster5/elevation/CNMI_Topobathy_DEM_2019_9474/ Unknown Topobathy Lidar DEM Open resource
https://chs.coast.noaa.gov/htdata/raster5/elevation/CNMI_Topobathy_DEM_2019_9474/ Unknown Topobathy Lidar DEM Open resource
https://chs.coast.noaa.gov/htdata/raster5/elevation/CNMI_Topobathy_DEM_2019_9474/ Unknown Topobathy Lidar DEM Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
NOAA National Centers for Coastal Ocean Science (NCCOS) website Unknown Institution web page Open resource
https://coastalscience.noaa.gov/project/characterizing-benthic-habitats-around-saipan-cnmi-to-support-marianas-campaign/ Unknown National Centers for Coastal Ocean Science (NCCOS) Project Web Page Open resource
https://coastalscience.noaa.gov/project/characterizing-benthic-habitats-around-saipan-cnmi-to-support-marianas-campaign/ Unknown National Centers for Coastal Ocean Science (NCCOS) Project Web Page Open resource
https://coastalscience.noaa.gov/project/characterizing-benthic-habitats-around-saipan-cnmi-to-support-marianas-campaign/ Unknown National Centers for Coastal Ocean Science (NCCOS) Project Web Page Open resource
https://coastalscience.noaa.gov/project/characterizing-benthic-habitats-around-saipan-cnmi-to-support-marianas-campaign/ Unknown National Centers for Coastal Ocean Science (NCCOS) Project Web Page Open resource
https://coastalscience.noaa.gov/project/predicting-coral-morphology-to-inform-the-protective-capacity-of-coral-reefs-around-saipan-cnmi/ Unknown National Centers for Coastal Ocean Science (NCCOS) Project Web Page Open resource
https://coastalscience.noaa.gov/project/predicting-coral-morphology-to-inform-the-protective-capacity-of-coral-reefs-around-saipan-cnmi/ Unknown National Centers for Coastal Ocean Science (NCCOS) Project Web Page Open resource
https://coastalscience.noaa.gov/project/predicting-coral-morphology-to-inform-the-protective-capacity-of-coral-reefs-around-saipan-cnmi/ Unknown National Centers for Coastal Ocean Science (NCCOS) Project Web Page Open resource
https://coastalscience.noaa.gov/project/predicting-coral-morphology-to-inform-the-protective-capacity-of-coral-reefs-around-saipan-cnmi/ Unknown National Centers for Coastal Ocean Science (NCCOS) Project Web Page Open resource
NOAA Office for Coastal Management (OCM) website Unknown Institution web page Open resource
NOAA Office for Coastal Management (OCM) website Unknown Institution web page Open resource
NOAA Office for Coastal Management (OCM) website Unknown Institution web page Open resource
NOAA Office for Coastal Management (OCM) website Unknown Institution web page Open resource
https://doi.org/10.1007/s12237-019-00652-9 Unknown Journal article Open resource
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https://doi.org/10.1016/j.isprsjprs.2024.05.024 Unknown Journal article Open resource
https://doi.org/10.1016/j.isprsjprs.2024.05.024 Unknown Journal article Open resource
https://doi.org/10.1016/j.isprsjprs.2024.05.024 Unknown Journal article Open resource
https://doi.org/10.1016/j.isprsjprs.2024.05.024 Unknown Journal article Open resource
https://doi.org/10.1109/lgrs.2013.2280182 Unknown Journal article Open resource
https://doi.org/10.1109/lgrs.2013.2280182 Unknown Journal article Open resource
https://doi.org/10.1109/lgrs.2013.2280182 Unknown Journal article Open resource
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https://doi.org/10.1371/journal.pone.0021265 Unknown Journal article Open resource
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https://doi.org/10.25921/m0f6-3b26 Unknown Associated NCEI data accession Open resource
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https://doi.org/10.25921/m0f6-3b26 Unknown Associated NCEI data accession Open resource
https://doi.org/10.25921/wg96-cq17 Unknown Associated NCEI data accession Open resource
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https://doi.org/10.25923/psjm-h924 Unknown NOAA Technical Memorandum NOS NCCOS 328 Open resource
https://doi.org/10.25923/psjm-h924 Unknown NOAA Technical Memorandum NOS NCCOS 328 Open resource
https://doi.org/10.25923/psjm-h924 Unknown NOAA Technical Memorandum NOS NCCOS 328 Open resource
https://doi.org/10.25923/psjm-h924 Unknown NOAA Technical Memorandum NOS NCCOS 328 Open resource
https://doi.org/10.3390/s151128099 Unknown Journal article Open resource
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https://doi.org/10.3390/s22093121 Unknown Journal article Open resource
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GCMD Keyword Forum Page Unknown Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords Open resource
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https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/metadata/PI_CNMI_2019_D19/PI_CNMI_hydroflattened_ellipsoid_2019/reports/PI_CNMI_2019_D19_Lidar_Mapping_Report_Hydroflattened_Ellipsoid_WU219835.pdf PDF Journal article Open resource
https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/metadata/PI_CNMI_2019_D19/PI_CNMI_hydroflattened_ellipsoid_2019/reports/PI_CNMI_2019_D19_Lidar_Mapping_Report_Hydroflattened_Ellipsoid_WU219835.pdf PDF Journal article Open resource
https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/metadata/PI_CNMI_2019_D19/PI_CNMI_hydroflattened_ellipsoid_2019/reports/PI_CNMI_2019_D19_Lidar_Mapping_Report_Hydroflattened_Ellipsoid_WU219835.pdf PDF Journal article Open resource
https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/metadata/PI_CNMI_2019_D19/PI_CNMI_hydroflattened_ellipsoid_2019/reports/PI_CNMI_2019_D19_Lidar_Mapping_Report_Hydroflattened_Ellipsoid_WU219835.pdf PDF Journal article Open resource
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