Influence of atmospheric adjacency effect on top-of-atmosphere radiances and its correction in the retrieval of Lambertian surface reflectivity based on three-dimensional radiative transfer
In satellite-based and airborne imagery, the observed radiances reflected by a certain pixel at the surface are additionally influenced by reflections from the neighboring surface pixels and multiple scatterings due to atmospheric components (mainly cloud and aerosol particles) into the observationa...
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Veröffentlicht in: | Remote sensing of environment 2021-09, Vol.263, p.112543, Article 112543 |
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description | In satellite-based and airborne imagery, the observed radiances reflected by a certain pixel at the surface are additionally influenced by reflections from the neighboring surface pixels and multiple scatterings due to atmospheric components (mainly cloud and aerosol particles) into the observational solid angle of the imaging camera. This phenomenon is commonly referred to as the atmospheric adjacency effect. This three-dimensional (3D) radiative transfer effect is caused by spatial inhomogeneities of the surface reflectivity and the atmospheric properties. Based on the recently published 3D radiative transfer code LEIPSIC (Light Estimator Including Polarization, Surface Inhomogeneities, and Clouds), a new atmospheric correction (AC) algorithm is proposed to consider for the atmospheric adjacency effect when estimating the surface reflectivity from satellite or airborne imagery. The effectiveness of the new AC algorithm is quantified and compared to the results based on the independent pixel approximation (IPA) radiative transfer approach. It is shown that the image blurring caused by the atmospheric adjacency effect and the error of reflectivity retrievals are reduced by 80% using the new AC algorithm. Furthermore, the simulations demonstrate that the vertical profile of the atmospheric properties is crucial in determining the quality of the AC.
•The atmospheric adjacency effect is studied by 3D radiative transfer simulations.•A new 3D radiative transfer based atmospheric correction algorithm is introduced.•Image blurring and cloud shadowing has been reduced by the new algorithm. |
doi_str_mv | 10.1016/j.rse.2021.112543 |
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•The atmospheric adjacency effect is studied by 3D radiative transfer simulations.•A new 3D radiative transfer based atmospheric correction algorithm is introduced.•Image blurring and cloud shadowing has been reduced by the new algorithm.</description><identifier>ISSN: 0034-4257</identifier><identifier>EISSN: 1879-0704</identifier><identifier>DOI: 10.1016/j.rse.2021.112543</identifier><language>eng</language><publisher>New York: Elsevier Inc</publisher><subject>Aerosol particles ; Airborne observation ; Algorithms ; Atmospheric adjacency effect ; Atmospheric correction ; Blurring ; Clouds ; Inhomogeneity ; Meteorological satellites ; Pixels ; Radiative transfer ; Reflectance ; Satellite imagery ; Satellite observation ; Three-dimensional radiative transfer</subject><ispartof>Remote sensing of environment, 2021-09, Vol.263, p.112543, Article 112543</ispartof><rights>2021 Elsevier Inc.</rights><rights>Copyright Elsevier BV Sep 15, 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c255t-d01a0d1858dd1a105360e5919d5ffe75af1215f11ab8660bae213a04c66e2ad53</citedby><cites>FETCH-LOGICAL-c255t-d01a0d1858dd1a105360e5919d5ffe75af1215f11ab8660bae213a04c66e2ad53</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.rse.2021.112543$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Sun, Bin</creatorcontrib><creatorcontrib>Schäfer, Michael</creatorcontrib><creatorcontrib>Ehrlich, André</creatorcontrib><creatorcontrib>Jäkel, Evelyn</creatorcontrib><creatorcontrib>Wendisch, Manfred</creatorcontrib><title>Influence of atmospheric adjacency effect on top-of-atmosphere radiances and its correction in the retrieval of Lambertian surface reflectivity based on three-dimensional radiative transfer</title><title>Remote sensing of environment</title><description>In satellite-based and airborne imagery, the observed radiances reflected by a certain pixel at the surface are additionally influenced by reflections from the neighboring surface pixels and multiple scatterings due to atmospheric components (mainly cloud and aerosol particles) into the observational solid angle of the imaging camera. This phenomenon is commonly referred to as the atmospheric adjacency effect. This three-dimensional (3D) radiative transfer effect is caused by spatial inhomogeneities of the surface reflectivity and the atmospheric properties. Based on the recently published 3D radiative transfer code LEIPSIC (Light Estimator Including Polarization, Surface Inhomogeneities, and Clouds), a new atmospheric correction (AC) algorithm is proposed to consider for the atmospheric adjacency effect when estimating the surface reflectivity from satellite or airborne imagery. The effectiveness of the new AC algorithm is quantified and compared to the results based on the independent pixel approximation (IPA) radiative transfer approach. It is shown that the image blurring caused by the atmospheric adjacency effect and the error of reflectivity retrievals are reduced by 80% using the new AC algorithm. Furthermore, the simulations demonstrate that the vertical profile of the atmospheric properties is crucial in determining the quality of the AC.
•The atmospheric adjacency effect is studied by 3D radiative transfer simulations.•A new 3D radiative transfer based atmospheric correction algorithm is introduced.•Image blurring and cloud shadowing has been reduced by the new algorithm.</description><subject>Aerosol particles</subject><subject>Airborne observation</subject><subject>Algorithms</subject><subject>Atmospheric adjacency effect</subject><subject>Atmospheric correction</subject><subject>Blurring</subject><subject>Clouds</subject><subject>Inhomogeneity</subject><subject>Meteorological satellites</subject><subject>Pixels</subject><subject>Radiative transfer</subject><subject>Reflectance</subject><subject>Satellite imagery</subject><subject>Satellite observation</subject><subject>Three-dimensional radiative transfer</subject><issn>0034-4257</issn><issn>1879-0704</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kcFqGzEQhkVpoW7SB-hN0PO6mt3V7pqeQmjSgCGX5CzG0ghrsVeuJBv8cHm3zMYlx5x00PfNP9IvxA9QS1DQ_RqXKdOyVjUsAWrdNp_EAoZ-ValetZ_FQqmmrdpa91_Ft5xHpUAPPSzEy8Pkd0eaLMnoJZZ9zIctpWAluhEtX5wleU-2yDjJEg9V9NU7RjKhC8h2ljg5GUqWNqbEeGA8sLFlhkoKdMLdHLHG_YZSYUnmY_Icwfd-NxunUM5yg5ncW9Y2EVUu7GnKPIzttyzGSJaEU_aUrsUXj7tM3_-fV-L57s_T7d9q_Xj_cHuzrmytdamcAlQOBj04BwhKN50ivYKV0_y0XqOHGrQHwM3QdWqDVEODqrVdRzU63VyJn5e5hxT_HSkXM8Zj4p2y4YBV2-sGeqbgQtkUc-ZXmUMKe0xnA8rMLZnRcEtmbslcWmLn98UhXv8UKJlsw1yHC_MvGhfDB_YrO92fXQ</recordid><startdate>20210915</startdate><enddate>20210915</enddate><creator>Sun, Bin</creator><creator>Schäfer, Michael</creator><creator>Ehrlich, André</creator><creator>Jäkel, Evelyn</creator><creator>Wendisch, Manfred</creator><general>Elsevier Inc</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SN</scope><scope>7SP</scope><scope>7SR</scope><scope>7TA</scope><scope>7TB</scope><scope>7TG</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>JG9</scope><scope>JQ2</scope><scope>KL.</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope></search><sort><creationdate>20210915</creationdate><title>Influence of atmospheric adjacency effect on top-of-atmosphere radiances and its correction in the retrieval of Lambertian surface reflectivity based on three-dimensional radiative transfer</title><author>Sun, Bin ; Schäfer, Michael ; Ehrlich, André ; Jäkel, Evelyn ; Wendisch, Manfred</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c255t-d01a0d1858dd1a105360e5919d5ffe75af1215f11ab8660bae213a04c66e2ad53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Aerosol particles</topic><topic>Airborne observation</topic><topic>Algorithms</topic><topic>Atmospheric adjacency effect</topic><topic>Atmospheric correction</topic><topic>Blurring</topic><topic>Clouds</topic><topic>Inhomogeneity</topic><topic>Meteorological satellites</topic><topic>Pixels</topic><topic>Radiative transfer</topic><topic>Reflectance</topic><topic>Satellite imagery</topic><topic>Satellite observation</topic><topic>Three-dimensional radiative transfer</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sun, Bin</creatorcontrib><creatorcontrib>Schäfer, Michael</creatorcontrib><creatorcontrib>Ehrlich, André</creatorcontrib><creatorcontrib>Jäkel, Evelyn</creatorcontrib><creatorcontrib>Wendisch, Manfred</creatorcontrib><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Ecology Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Remote sensing of environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sun, Bin</au><au>Schäfer, Michael</au><au>Ehrlich, André</au><au>Jäkel, Evelyn</au><au>Wendisch, Manfred</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Influence of atmospheric adjacency effect on top-of-atmosphere radiances and its correction in the retrieval of Lambertian surface reflectivity based on three-dimensional radiative transfer</atitle><jtitle>Remote sensing of environment</jtitle><date>2021-09-15</date><risdate>2021</risdate><volume>263</volume><spage>112543</spage><pages>112543-</pages><artnum>112543</artnum><issn>0034-4257</issn><eissn>1879-0704</eissn><abstract>In satellite-based and airborne imagery, the observed radiances reflected by a certain pixel at the surface are additionally influenced by reflections from the neighboring surface pixels and multiple scatterings due to atmospheric components (mainly cloud and aerosol particles) into the observational solid angle of the imaging camera. This phenomenon is commonly referred to as the atmospheric adjacency effect. This three-dimensional (3D) radiative transfer effect is caused by spatial inhomogeneities of the surface reflectivity and the atmospheric properties. Based on the recently published 3D radiative transfer code LEIPSIC (Light Estimator Including Polarization, Surface Inhomogeneities, and Clouds), a new atmospheric correction (AC) algorithm is proposed to consider for the atmospheric adjacency effect when estimating the surface reflectivity from satellite or airborne imagery. The effectiveness of the new AC algorithm is quantified and compared to the results based on the independent pixel approximation (IPA) radiative transfer approach. It is shown that the image blurring caused by the atmospheric adjacency effect and the error of reflectivity retrievals are reduced by 80% using the new AC algorithm. Furthermore, the simulations demonstrate that the vertical profile of the atmospheric properties is crucial in determining the quality of the AC.
•The atmospheric adjacency effect is studied by 3D radiative transfer simulations.•A new 3D radiative transfer based atmospheric correction algorithm is introduced.•Image blurring and cloud shadowing has been reduced by the new algorithm.</abstract><cop>New York</cop><pub>Elsevier Inc</pub><doi>10.1016/j.rse.2021.112543</doi></addata></record> |
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subjects | Aerosol particles Airborne observation Algorithms Atmospheric adjacency effect Atmospheric correction Blurring Clouds Inhomogeneity Meteorological satellites Pixels Radiative transfer Reflectance Satellite imagery Satellite observation Three-dimensional radiative transfer |
title | Influence of atmospheric adjacency effect on top-of-atmosphere radiances and its correction in the retrieval of Lambertian surface reflectivity based on three-dimensional radiative transfer |
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