Cargando…

MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water

We present a new approach to retrieve Aerosol Optical Depth (AOD) using the Moderate Resolution Imaging Spectroradiometer (MODIS) over the turbid coastal water. This approach supplements the operational Dark Target (DT) aerosol retrieval algorithm that currently does not conduct AOD retrieval in sha...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Yi, Wang, Jun, Levy, Robert C., Xu, Xiaoguang, Reid, Jeffrey S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5975228/
https://www.ncbi.nlm.nih.gov/pubmed/29862059
http://dx.doi.org/10.3390/rs9060595
_version_ 1783326950551453696
author Wang, Yi
Wang, Jun
Levy, Robert C.
Xu, Xiaoguang
Reid, Jeffrey S.
author_facet Wang, Yi
Wang, Jun
Levy, Robert C.
Xu, Xiaoguang
Reid, Jeffrey S.
author_sort Wang, Yi
collection PubMed
description We present a new approach to retrieve Aerosol Optical Depth (AOD) using the Moderate Resolution Imaging Spectroradiometer (MODIS) over the turbid coastal water. This approach supplements the operational Dark Target (DT) aerosol retrieval algorithm that currently does not conduct AOD retrieval in shallow waters that have visible sediments or sea-floor (i.e., Class 2 waters). Over the global coastal water regions in cloud-free conditions, coastal screening leads to ~20% unavailability of AOD retrievals. Here, we refine the MODIS DT algorithm by considering that water-leaving radiance at 2.1 µm to be negligible regardless of water turbidity, and therefore the 2.1 µm reflectance at the top of the atmosphere is sensitive to both change of fine-mode and coarse-mode AODs. By assuming that the aerosol single scattering properties over coastal turbid water are similar to those over the adjacent open-ocean pixels, the new algorithm can derive AOD over these shallow waters. The test algorithm yields ~18% more MODIS-AERONET collocated pairs for six AERONET stations in the coastal water regions. Furthermore, comparison of the new retrieval with these AERONET observations show that the new AOD retrievals have equivalent or better accuracy than those retrieved by the MODIS operational algorithm’s over coastal land and non-turbid coastal water product. Combining the new retrievals with the existing MODIS operational retrievals yields an overall improvement of AOD over those coastal water regions. Most importantly, this refinement extends the spatial and temporal coverage of MODIS AOD retrievals over the coastal regions where 60% of human population resides. This expanded coverage is crucial for better understanding of impact of aerosol particles on coastal air quality and climate.
format Online
Article
Text
id pubmed-5975228
institution National Center for Biotechnology Information
language English
publishDate 2017
record_format MEDLINE/PubMed
spelling pubmed-59752282018-06-12 MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water Wang, Yi Wang, Jun Levy, Robert C. Xu, Xiaoguang Reid, Jeffrey S. Remote Sens (Basel) Article We present a new approach to retrieve Aerosol Optical Depth (AOD) using the Moderate Resolution Imaging Spectroradiometer (MODIS) over the turbid coastal water. This approach supplements the operational Dark Target (DT) aerosol retrieval algorithm that currently does not conduct AOD retrieval in shallow waters that have visible sediments or sea-floor (i.e., Class 2 waters). Over the global coastal water regions in cloud-free conditions, coastal screening leads to ~20% unavailability of AOD retrievals. Here, we refine the MODIS DT algorithm by considering that water-leaving radiance at 2.1 µm to be negligible regardless of water turbidity, and therefore the 2.1 µm reflectance at the top of the atmosphere is sensitive to both change of fine-mode and coarse-mode AODs. By assuming that the aerosol single scattering properties over coastal turbid water are similar to those over the adjacent open-ocean pixels, the new algorithm can derive AOD over these shallow waters. The test algorithm yields ~18% more MODIS-AERONET collocated pairs for six AERONET stations in the coastal water regions. Furthermore, comparison of the new retrieval with these AERONET observations show that the new AOD retrievals have equivalent or better accuracy than those retrieved by the MODIS operational algorithm’s over coastal land and non-turbid coastal water product. Combining the new retrievals with the existing MODIS operational retrievals yields an overall improvement of AOD over those coastal water regions. Most importantly, this refinement extends the spatial and temporal coverage of MODIS AOD retrievals over the coastal regions where 60% of human population resides. This expanded coverage is crucial for better understanding of impact of aerosol particles on coastal air quality and climate. 2017-06-12 2017 /pmc/articles/PMC5975228/ /pubmed/29862059 http://dx.doi.org/10.3390/rs9060595 Text en Submitted for possible open access publication under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Yi
Wang, Jun
Levy, Robert C.
Xu, Xiaoguang
Reid, Jeffrey S.
MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water
title MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water
title_full MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water
title_fullStr MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water
title_full_unstemmed MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water
title_short MODIS Retrieval of Aerosol Optical Depth over Turbid Coastal Water
title_sort modis retrieval of aerosol optical depth over turbid coastal water
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5975228/
https://www.ncbi.nlm.nih.gov/pubmed/29862059
http://dx.doi.org/10.3390/rs9060595
work_keys_str_mv AT wangyi modisretrievalofaerosolopticaldepthoverturbidcoastalwater
AT wangjun modisretrievalofaerosolopticaldepthoverturbidcoastalwater
AT levyrobertc modisretrievalofaerosolopticaldepthoverturbidcoastalwater
AT xuxiaoguang modisretrievalofaerosolopticaldepthoverturbidcoastalwater
AT reidjeffreys modisretrievalofaerosolopticaldepthoverturbidcoastalwater