Hyperspectral imagery to study harmful algal blooms (HABs) of Lake Erie, Lake St. Clair, and Saginaw Bay, Lake Huron of the Great Lakes region
The hyperspectral images in this collection contain flights over the western basin of Lake Erie, and Saginaw Bay, Lake Huron of the Great Lakes region during the HAB season from typically June until the end of October. Images were acquired from a manned aircraft with a Resonon hyperspectral imaging camera. Each flight has approximately 200-400 images along the flight trajectory that are in band interleave per pixel (.bip) or band interleave per line (.bil) format. The files are in raw binary, radiance values, and reflectance values. The resolution is typically 1 meter or less depending on the altitude that is flown. The flight path covered the Michigan and Ohio drinking water intake locations and also the Cooperative Institute for Great Lakes Research (CIGLR) water quality monitoring stations in western Lake Erie. Each flight took into account the solar zenith angle to minimize sun glint correction. The data are currently in raw and radiance formats that were converted to radiance using the calibration files provided by the manufacture and no other corrections have been made. The camera is sent annually to be calibrated by the manufacturer. Imagery was collected to monitor harmful algal blooms (HABs) over the western basin of Lake Erie and Saginaw Bay, Lake Huron. Funding for this project was received via the Great Lakes Restoration Initiative (GLRI) from the U.S. Environmental Protection Agency (USEPA).
Resources
12 resources available
-
NCEI Dataset Landing Page
PLACEHOLDER/VALUE -
NCEI Customer Support
PLACEHOLDER/VALUE -
Sample HAB data file
PLACEHOLDER/VALUE -
Spatial and temporal scales of variability of cyanobacteria harmful algal blooms from NOAA GLERL airborne hyperspectral imagery
PLACEHOLDER/VALUE -
Resonon Pika L Camera guides
PLACEHOLDER/VALUE -
NOAA GLERL HABs Hyperspectral web page
FILE -
GLERL HABs monitoring web page
FILE -
Physical, chemical, and biological water quality monitoring data to support detection of Harmful Algal Blooms (HABs) in western Lake Erie.
PLACEHOLDER/VALUE -
Physical, chemical, and biological water quality data collected from a small boat in Saginaw Bay, Lake Huron, Great Lakes from 2012-06-07 to 2018-10-03
PLACEHOLDER/VALUE -
Physical, chemical, and biological water quality data collected from a small boat in Saginaw Bay, Lake Huron, Great Lakes from 2019-05-30 to 2019-10-03
PLACEHOLDER/VALUE -
ReCON Buoy in Saginaw Bay, Lake Huron
PLACEHOLDER/VALUE -
Global Change Master Directory (GCMD) Keywords
PLACEHOLDER/VALUE
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | non-public |
| contactPoint |
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"fn": "NOAA National Centers for Environmental Information",
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"hasEmail": "mailto:ncei.info@noaa.gov"
}
|
| describedByType | application/octet-steam |
| description | The hyperspectral images in this collection contain flights over the western basin of Lake Erie, and Saginaw Bay, Lake Huron of the Great Lakes region during the HAB season from typically June until the end of October. Images were acquired from a manned aircraft with a Resonon hyperspectral imaging camera. Each flight has approximately 200-400 images along the flight trajectory that are in band interleave per pixel (.bip) or band interleave per line (.bil) format. The files are in raw binary, radiance values, and reflectance values. The resolution is typically 1 meter or less depending on the altitude that is flown. The flight path covered the Michigan and Ohio drinking water intake locations and also the Cooperative Institute for Great Lakes Research (CIGLR) water quality monitoring stations in western Lake Erie. Each flight took into account the solar zenith angle to minimize sun glint correction. The data are currently in raw and radiance formats that were converted to radiance using the calibration files provided by the manufacture and no other corrections have been made. The camera is sent annually to be calibrated by the manufacturer. Imagery was collected to monitor harmful algal blooms (HABs) over the western basin of Lake Erie and Saginaw Bay, Lake Huron. Funding for this project was received via the Great Lakes Restoration Initiative (GLRI) from the U.S. Environmental Protection Agency (USEPA). |
| distribution |
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|
| identifier | gov.noaa.ncdc:C01631 |
| issued | 2021-12-30T00:00:00.000+00:00 |
| keyword |
[
"Earth Science > Spectral/Engineering > Infrared Wavelengths > Infrared Imagery",
"Earth Science > Spectral/Engineering > Visible Wavelengths > Visible Imagery",
"Earth Science > Biological Classification > Bacteria/Archaea > Cyanobacteria (blue-Green Algae)",
"Continent > North America > United States Of America > Great Lakes",
"Vertical Location > Sea Surface",
"HAB > Harmful Algal Bloom",
"Earth Remote Sensing Instruments > Passive Remote Sensing > Photon/Optical Detectors > Cameras > CAMERAS",
"Aircraft > AIRCRAFT",
"< 1 meter",
"Daily - < Weekly",
"DOC/NOAA/OAR/GLERL > Great Lakes Environmental Research Laboratory, OAR, NOAA, U.S. Department of Commerce",
"DOC/NOAA/NESDIS/NCEI > National Centers for Environmental Information, NESDIS, NOAA, U.S. Department of Commerce",
"Lake Erie",
"hyperspectral",
"orthoimage",
"rectified image"
]
|
| language |
[]
|
| license | https://creativecommons.org/publicdomain/zero/1.0/ |
| modified | 2021-12-30T00:00:00.000+00:00 |
| publisher |
{
"name": "NOAA National Centers for Environmental Information",
"@type": "org:Organization"
}
|
| references |
[
"https://doi.org/10.1016/j.jglr.2019.02.006",
"https://resonon.com/Pika-L",
"https://www.glerl.noaa.gov/res/HABs_and_Hypoxia/airSatelliteMon.html",
"https://www.glerl.noaa.gov/res/HABs_and_Hypoxia/habsMon.html",
"https://doi.org/10.25921/11da-3x54",
"https://accession.nodc.noaa.gov/0189250",
"https://accession.nodc.noaa.gov/0209220",
"https://www.glerl.noaa.gov/res/recon/data/bystation/huron-sbb/"
]
|
| rights | otherRestrictions |
| spatial | -82.5,41.2,-84.0,44.4 |
| temporal | 2015-09-04T00:00:00+00:00/2015-09-04T00:00:00+00:00 |
| title | Hyperspectral imagery to study harmful algal blooms (HABs) of Lake Erie, Lake St. Clair, and Saginaw Bay, Lake Huron of the Great Lakes region |
