Spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the Baltic Sea
Cyanobacteria blooms are recurrent in the Baltic Sea with frequency and intensity increasing with temperature. By relying on autonomous multispectral measurements from the Ocean Colour component of the Aerosol Robotic Network (AERONET-OC), this study presented an unprecedented dataset of remote sens...
Published in: | Remote Sensing of Environment |
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Language: | English |
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ELSEVIER SCIENCE INC
2023
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Online Access: | https://publications.jrc.ec.europa.eu/repository/handle/JRC130318 https://www.sciencedirect.com/science/article/pii/S0034425723000159 https://doi.org/10.1016/j.rse.2023.113464 |
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ftjrc:oai:publications.jrc.ec.europa.eu:JRC130318 2023-05-15T13:06:07+02:00 Spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the Baltic Sea CAZZANIGA Ilaria ZIBORDI Giuseppe MELIN Frederic 2023 Online https://publications.jrc.ec.europa.eu/repository/handle/JRC130318 https://www.sciencedirect.com/science/article/pii/S0034425723000159 https://doi.org/10.1016/j.rse.2023.113464 eng eng ELSEVIER SCIENCE INC JRC130318 2023 ftjrc https://doi.org/10.1016/j.rse.2023.113464 2023-02-15T23:26:39Z Cyanobacteria blooms are recurrent in the Baltic Sea with frequency and intensity increasing with temperature. By relying on autonomous multispectral measurements from the Ocean Colour component of the Aerosol Robotic Network (AERONET-OC), this study presented an unprecedented dataset of remote sensing reflectance RRS(lambda) spectra acquired during cyanobacteria blooms in the Baltic Sea and investigated the temporal evolution of the in situ RRS(lambda) during these blooms. Additionally, it assessed operational satellite Ocean Colour RRS(lambda) products from the Ocean and Land Colour Instrument (OLCI) and Moderate Resolution Imaging Spectroradiometer (MODIS) in the presence of cyanobacteria, for which only qualitative evaluation are available from previous studies. The comparison of in situ and satellite derived RRS(lambda) showed poor agreement, with differences particularly pronounced at the blue centre-wavelengths. Nevertheless, band-differences such as RRS(560)−RRS(620) and RRS(560)−RRS(665) for OLCI, or RRS(547)−RRS(667) for MODIS, appeared robust indicators of the presence and evolution stage of cyanobacteria blooms in Baltic Sea waters while not being sensitive to other algal blooms. JRC.D.2 - Ocean and Water Other/Unknown Material Aerosol Robotic Network Joint Research Centre, European Commission: JRC Publications Repository Lambda ENVELOPE(-62.983,-62.983,-64.300,-64.300) Remote Sensing of Environment 287 113464 |
institution |
Open Polar |
collection |
Joint Research Centre, European Commission: JRC Publications Repository |
op_collection_id |
ftjrc |
language |
English |
description |
Cyanobacteria blooms are recurrent in the Baltic Sea with frequency and intensity increasing with temperature. By relying on autonomous multispectral measurements from the Ocean Colour component of the Aerosol Robotic Network (AERONET-OC), this study presented an unprecedented dataset of remote sensing reflectance RRS(lambda) spectra acquired during cyanobacteria blooms in the Baltic Sea and investigated the temporal evolution of the in situ RRS(lambda) during these blooms. Additionally, it assessed operational satellite Ocean Colour RRS(lambda) products from the Ocean and Land Colour Instrument (OLCI) and Moderate Resolution Imaging Spectroradiometer (MODIS) in the presence of cyanobacteria, for which only qualitative evaluation are available from previous studies. The comparison of in situ and satellite derived RRS(lambda) showed poor agreement, with differences particularly pronounced at the blue centre-wavelengths. Nevertheless, band-differences such as RRS(560)−RRS(620) and RRS(560)−RRS(665) for OLCI, or RRS(547)−RRS(667) for MODIS, appeared robust indicators of the presence and evolution stage of cyanobacteria blooms in Baltic Sea waters while not being sensitive to other algal blooms. JRC.D.2 - Ocean and Water |
author |
CAZZANIGA Ilaria ZIBORDI Giuseppe MELIN Frederic |
spellingShingle |
CAZZANIGA Ilaria ZIBORDI Giuseppe MELIN Frederic Spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the Baltic Sea |
author_facet |
CAZZANIGA Ilaria ZIBORDI Giuseppe MELIN Frederic |
author_sort |
CAZZANIGA Ilaria |
title |
Spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the Baltic Sea |
title_short |
Spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the Baltic Sea |
title_full |
Spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the Baltic Sea |
title_fullStr |
Spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the Baltic Sea |
title_full_unstemmed |
Spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the Baltic Sea |
title_sort |
spectral features of ocean colour radiometric products in the presence of cyanobacteria blooms in the baltic sea |
publisher |
ELSEVIER SCIENCE INC |
publishDate |
2023 |
url |
https://publications.jrc.ec.europa.eu/repository/handle/JRC130318 https://www.sciencedirect.com/science/article/pii/S0034425723000159 https://doi.org/10.1016/j.rse.2023.113464 |
long_lat |
ENVELOPE(-62.983,-62.983,-64.300,-64.300) |
geographic |
Lambda |
geographic_facet |
Lambda |
genre |
Aerosol Robotic Network |
genre_facet |
Aerosol Robotic Network |
op_relation |
JRC130318 |
op_doi |
https://doi.org/10.1016/j.rse.2023.113464 |
container_title |
Remote Sensing of Environment |
container_volume |
287 |
container_start_page |
113464 |
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1766403867339128832 |