A Multi-Angle Method for Simultaneous Retrieval of Aerosol Optical Depth and Bidirectional Reflectance Over Case II Waters

Retrieval of aerosol optical depth (AOD) and bidirectional reflectance over Case II waters is a challenging task because of the optical complexity of water and the significant influence of atmospheric scattering. We present a simultaneous retrieval algorithm, coupled with a bidirectional reflectance...

Full description

Bibliographic Details
Main Authors: Zeying Han, Tianhai Cheng, Xingfa Gu, Shuaiyi Shi, Xiaoyang Li, Kaiyi Bi
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Environmental Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2022.900694/full
_version_ 1811255710973952000
author Zeying Han
Zeying Han
Tianhai Cheng
Xingfa Gu
Xingfa Gu
Xingfa Gu
Shuaiyi Shi
Xiaoyang Li
Xiaoyang Li
Kaiyi Bi
Kaiyi Bi
author_facet Zeying Han
Zeying Han
Tianhai Cheng
Xingfa Gu
Xingfa Gu
Xingfa Gu
Shuaiyi Shi
Xiaoyang Li
Xiaoyang Li
Kaiyi Bi
Kaiyi Bi
author_sort Zeying Han
collection DOAJ
description Retrieval of aerosol optical depth (AOD) and bidirectional reflectance over Case II waters is a challenging task because of the optical complexity of water and the significant influence of atmospheric scattering. We present a simultaneous retrieval algorithm, coupled with a bidirectional reflectance distribution function (BRDF) model centered on the water’s Inherent Optical Property (IOP), to retrieve AOD and bidirectional reflectance based on multi-angle measurements from the Multi-angle Imaging SpectroRadiometer (MISR) sensor. The algorithm was evaluated through retrievals performed in the proximity of four AERONET sites characterized by various water types. Consistency was observed between the results and in situ measurements. Accurate AODs can be retrieved, and atmospheric overcorrection can be avoided when obtaining remote sensing reflectance. Furthermore, the normalized remote sensing reflectance derived from our results showed a good correlation with the AERONET-OC products derived using the IOP-based correction approach. Our study provides theoretical support for future quantitative remote-sensing studies.
first_indexed 2024-04-12T17:29:01Z
format Article
id doaj.art-2e12d1b3ea344dda84088c4c269ba3e3
institution Directory Open Access Journal
issn 2296-665X
language English
last_indexed 2024-04-12T17:29:01Z
publishDate 2022-05-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Environmental Science
spelling doaj.art-2e12d1b3ea344dda84088c4c269ba3e32022-12-22T03:23:12ZengFrontiers Media S.A.Frontiers in Environmental Science2296-665X2022-05-011010.3389/fenvs.2022.900694900694A Multi-Angle Method for Simultaneous Retrieval of Aerosol Optical Depth and Bidirectional Reflectance Over Case II WatersZeying Han0Zeying Han1Tianhai Cheng2Xingfa Gu3Xingfa Gu4Xingfa Gu5Shuaiyi Shi6Xiaoyang Li7Xiaoyang Li8Kaiyi Bi9Kaiyi Bi10State Environment Protection Key Laboratory of Satellite Remote Sensing, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, ChinaUniversity of Chinese Academy of Sciences, Beijing, ChinaState Environment Protection Key Laboratory of Satellite Remote Sensing, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, ChinaState Environment Protection Key Laboratory of Satellite Remote Sensing, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, ChinaUniversity of Chinese Academy of Sciences, Beijing, ChinaSchool of Remote Sensing and Information Engineering, North China Institute of Aerospace Engineering, Langfang, ChinaState Environment Protection Key Laboratory of Satellite Remote Sensing, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, ChinaState Environment Protection Key Laboratory of Satellite Remote Sensing, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, ChinaUniversity of Chinese Academy of Sciences, Beijing, ChinaUniversity of Chinese Academy of Sciences, Beijing, ChinaState Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences and Beijing Normal University, Beijing, ChinaRetrieval of aerosol optical depth (AOD) and bidirectional reflectance over Case II waters is a challenging task because of the optical complexity of water and the significant influence of atmospheric scattering. We present a simultaneous retrieval algorithm, coupled with a bidirectional reflectance distribution function (BRDF) model centered on the water’s Inherent Optical Property (IOP), to retrieve AOD and bidirectional reflectance based on multi-angle measurements from the Multi-angle Imaging SpectroRadiometer (MISR) sensor. The algorithm was evaluated through retrievals performed in the proximity of four AERONET sites characterized by various water types. Consistency was observed between the results and in situ measurements. Accurate AODs can be retrieved, and atmospheric overcorrection can be avoided when obtaining remote sensing reflectance. Furthermore, the normalized remote sensing reflectance derived from our results showed a good correlation with the AERONET-OC products derived using the IOP-based correction approach. Our study provides theoretical support for future quantitative remote-sensing studies.https://www.frontiersin.org/articles/10.3389/fenvs.2022.900694/fullaerosol optical depthbidirectional reflectancecase II waterssimultaneous retrievalmulti-angle measurement
spellingShingle Zeying Han
Zeying Han
Tianhai Cheng
Xingfa Gu
Xingfa Gu
Xingfa Gu
Shuaiyi Shi
Xiaoyang Li
Xiaoyang Li
Kaiyi Bi
Kaiyi Bi
A Multi-Angle Method for Simultaneous Retrieval of Aerosol Optical Depth and Bidirectional Reflectance Over Case II Waters
Frontiers in Environmental Science
aerosol optical depth
bidirectional reflectance
case II waters
simultaneous retrieval
multi-angle measurement
title A Multi-Angle Method for Simultaneous Retrieval of Aerosol Optical Depth and Bidirectional Reflectance Over Case II Waters
title_full A Multi-Angle Method for Simultaneous Retrieval of Aerosol Optical Depth and Bidirectional Reflectance Over Case II Waters
title_fullStr A Multi-Angle Method for Simultaneous Retrieval of Aerosol Optical Depth and Bidirectional Reflectance Over Case II Waters
title_full_unstemmed A Multi-Angle Method for Simultaneous Retrieval of Aerosol Optical Depth and Bidirectional Reflectance Over Case II Waters
title_short A Multi-Angle Method for Simultaneous Retrieval of Aerosol Optical Depth and Bidirectional Reflectance Over Case II Waters
title_sort multi angle method for simultaneous retrieval of aerosol optical depth and bidirectional reflectance over case ii waters
topic aerosol optical depth
bidirectional reflectance
case II waters
simultaneous retrieval
multi-angle measurement
url https://www.frontiersin.org/articles/10.3389/fenvs.2022.900694/full
work_keys_str_mv AT zeyinghan amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT zeyinghan amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT tianhaicheng amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xingfagu amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xingfagu amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xingfagu amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT shuaiyishi amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xiaoyangli amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xiaoyangli amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT kaiyibi amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT kaiyibi amultianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT zeyinghan multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT zeyinghan multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT tianhaicheng multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xingfagu multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xingfagu multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xingfagu multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT shuaiyishi multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xiaoyangli multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT xiaoyangli multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT kaiyibi multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters
AT kaiyibi multianglemethodforsimultaneousretrievalofaerosolopticaldepthandbidirectionalreflectanceovercaseiiwaters