Photosynthetically active radiation retrieval based on HJ-1A/B satellite data
Photosynthetically active radiation (PAR) is essential for plant photosynthesis and carbon cycle, and is also important for meteorological and environmental monitoring. To advance China’s disaster and environmental monitoring capabilities, the HJ-1A/B satellites have been placed in Earth orbit. One...
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Veröffentlicht in: | Science China. Earth sciences 2010-12, Vol.53 (Suppl 1), p.81-91 |
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creator | Li, Li Xin, XiaoZhou Su, GaoLi Liu, QinHuo |
description | Photosynthetically active radiation (PAR) is essential for plant photosynthesis and carbon cycle, and is also important for meteorological and environmental monitoring. To advance China’s disaster and environmental monitoring capabilities, the HJ-1A/B satellites have been placed in Earth orbit. One of their environmental monitoring objectives is the study of PAR. We simulated direct solar, scattered and environment radiation between 400 and 700 nm under different atmospheric parameters (solar zenith angle, atmospheric water vapor, atmospheric ozone, aerosol optical thickness, surface elevation and surface albedo), and then established a look-up table between these input parameters and PAR. Based on the look-up table, we used HJ-1A/B aerosol and surface albedo outputs to derive the corresponding PAR. Validation of inversed instantaneous and observed PAR values using HJ-1 Heihe experimental data had a root mean square error of 25.2 W m
−2
, with a relative error of 5.9%. The root mean square error for accumulated daily PAR and observed values was 0.49 MJ m
−2
, with a relative error of 3.5%. Our approach improved significantly the computational efficiency, compared with using directly radiation transfer equations. We also studied the sensitivity of various input parameters to photosynthetically active radiation, and found that solar zenith angle and atmospheric aerosols were sensitive PAR parameters. Surface albedo had some effect on PAR, but water vapor and ozone had minimal impact on PAR. |
doi_str_mv | 10.1007/s11430-010-4142-5 |
format | Article |
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−2
, with a relative error of 5.9%. The root mean square error for accumulated daily PAR and observed values was 0.49 MJ m
−2
, with a relative error of 3.5%. Our approach improved significantly the computational efficiency, compared with using directly radiation transfer equations. We also studied the sensitivity of various input parameters to photosynthetically active radiation, and found that solar zenith angle and atmospheric aerosols were sensitive PAR parameters. Surface albedo had some effect on PAR, but water vapor and ozone had minimal impact on PAR.</description><identifier>ISSN: 1674-7313</identifier><identifier>EISSN: 1869-1897</identifier><identifier>DOI: 10.1007/s11430-010-4142-5</identifier><language>eng</language><publisher>Heidelberg: SP Science China Press</publisher><subject>Aerosols ; Air pollution ; Albedo ; Atmospheric water ; Carbon cycle ; Earth and Environmental Science ; Earth orbits ; Earth Sciences ; Environmental monitoring ; Ozone ; Photosynthesis ; Radiation ; Research Paper ; Satellites ; Water vapor</subject><ispartof>Science China. Earth sciences, 2010-12, Vol.53 (Suppl 1), p.81-91</ispartof><rights>Science China Press and Springer-Verlag Berlin Heidelberg 2010</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c348t-5c57d4ce1f7602233fb855ad7e8660cecc2aa742e7624a2773868f575d21fa8b3</citedby><cites>FETCH-LOGICAL-c348t-5c57d4ce1f7602233fb855ad7e8660cecc2aa742e7624a2773868f575d21fa8b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11430-010-4142-5$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11430-010-4142-5$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Li, Li</creatorcontrib><creatorcontrib>Xin, XiaoZhou</creatorcontrib><creatorcontrib>Su, GaoLi</creatorcontrib><creatorcontrib>Liu, QinHuo</creatorcontrib><title>Photosynthetically active radiation retrieval based on HJ-1A/B satellite data</title><title>Science China. Earth sciences</title><addtitle>Sci. China Earth Sci</addtitle><description>Photosynthetically active radiation (PAR) is essential for plant photosynthesis and carbon cycle, and is also important for meteorological and environmental monitoring. To advance China’s disaster and environmental monitoring capabilities, the HJ-1A/B satellites have been placed in Earth orbit. One of their environmental monitoring objectives is the study of PAR. We simulated direct solar, scattered and environment radiation between 400 and 700 nm under different atmospheric parameters (solar zenith angle, atmospheric water vapor, atmospheric ozone, aerosol optical thickness, surface elevation and surface albedo), and then established a look-up table between these input parameters and PAR. Based on the look-up table, we used HJ-1A/B aerosol and surface albedo outputs to derive the corresponding PAR. Validation of inversed instantaneous and observed PAR values using HJ-1 Heihe experimental data had a root mean square error of 25.2 W m
−2
, with a relative error of 5.9%. The root mean square error for accumulated daily PAR and observed values was 0.49 MJ m
−2
, with a relative error of 3.5%. Our approach improved significantly the computational efficiency, compared with using directly radiation transfer equations. We also studied the sensitivity of various input parameters to photosynthetically active radiation, and found that solar zenith angle and atmospheric aerosols were sensitive PAR parameters. Surface albedo had some effect on PAR, but water vapor and ozone had minimal impact on PAR.</description><subject>Aerosols</subject><subject>Air pollution</subject><subject>Albedo</subject><subject>Atmospheric water</subject><subject>Carbon cycle</subject><subject>Earth and Environmental Science</subject><subject>Earth orbits</subject><subject>Earth Sciences</subject><subject>Environmental monitoring</subject><subject>Ozone</subject><subject>Photosynthesis</subject><subject>Radiation</subject><subject>Research Paper</subject><subject>Satellites</subject><subject>Water vapor</subject><issn>1674-7313</issn><issn>1869-1897</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp1kE1LAzEQhoMoWGp_gLfFk5fYfCc91qJWUfSg5zDNZm3KdrcmaaH_3pQKguBcZph53pnhReiSkhtKiB4nSgUnmFCCBRUMyxM0oEZNMDUTfVpqpQXWnPJzNEppRUrwMmF6gF7eln3u077LS5-Dg7bdV-By2PkqQh0gh76ros8x-B201QKSr6vSmj9hOh3fVgmyb9uQfVVDhgt01kCb_OgnD9HH_d37bI6fXx8eZ9Nn7LgwGUsndS2cp41WhDHOm4WREmrtjVLEeecYgBbMa8UEMK25UaaRWtaMNmAWfIiuj3s3sf_a-pTtOiRXHoHO99tkqZaGFRHXBb36g676bezKd7bc1IoLLgtEj5CLfUrRN3YTwxri3lJiDxbbo8W2WGwPFtuDhh01qbDdp4-_i_8XfQPqinzG</recordid><startdate>20101201</startdate><enddate>20101201</enddate><creator>Li, Li</creator><creator>Xin, XiaoZhou</creator><creator>Su, GaoLi</creator><creator>Liu, QinHuo</creator><general>SP Science China Press</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TG</scope><scope>7UA</scope><scope>7XB</scope><scope>88I</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>H96</scope><scope>HCIFZ</scope><scope>KL.</scope><scope>L.G</scope><scope>M2P</scope><scope>PCBAR</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope></search><sort><creationdate>20101201</creationdate><title>Photosynthetically active radiation retrieval based on HJ-1A/B satellite data</title><author>Li, Li ; Xin, XiaoZhou ; Su, GaoLi ; Liu, QinHuo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c348t-5c57d4ce1f7602233fb855ad7e8660cecc2aa742e7624a2773868f575d21fa8b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Aerosols</topic><topic>Air pollution</topic><topic>Albedo</topic><topic>Atmospheric water</topic><topic>Carbon cycle</topic><topic>Earth and Environmental Science</topic><topic>Earth orbits</topic><topic>Earth Sciences</topic><topic>Environmental monitoring</topic><topic>Ozone</topic><topic>Photosynthesis</topic><topic>Radiation</topic><topic>Research Paper</topic><topic>Satellites</topic><topic>Water vapor</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Li</creatorcontrib><creatorcontrib>Xin, XiaoZhou</creatorcontrib><creatorcontrib>Su, GaoLi</creatorcontrib><creatorcontrib>Liu, QinHuo</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Water Resources Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>SciTech Premium Collection</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><jtitle>Science China. Earth sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Li</au><au>Xin, XiaoZhou</au><au>Su, GaoLi</au><au>Liu, QinHuo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Photosynthetically active radiation retrieval based on HJ-1A/B satellite data</atitle><jtitle>Science China. Earth sciences</jtitle><stitle>Sci. China Earth Sci</stitle><date>2010-12-01</date><risdate>2010</risdate><volume>53</volume><issue>Suppl 1</issue><spage>81</spage><epage>91</epage><pages>81-91</pages><issn>1674-7313</issn><eissn>1869-1897</eissn><abstract>Photosynthetically active radiation (PAR) is essential for plant photosynthesis and carbon cycle, and is also important for meteorological and environmental monitoring. To advance China’s disaster and environmental monitoring capabilities, the HJ-1A/B satellites have been placed in Earth orbit. One of their environmental monitoring objectives is the study of PAR. We simulated direct solar, scattered and environment radiation between 400 and 700 nm under different atmospheric parameters (solar zenith angle, atmospheric water vapor, atmospheric ozone, aerosol optical thickness, surface elevation and surface albedo), and then established a look-up table between these input parameters and PAR. Based on the look-up table, we used HJ-1A/B aerosol and surface albedo outputs to derive the corresponding PAR. Validation of inversed instantaneous and observed PAR values using HJ-1 Heihe experimental data had a root mean square error of 25.2 W m
−2
, with a relative error of 5.9%. The root mean square error for accumulated daily PAR and observed values was 0.49 MJ m
−2
, with a relative error of 3.5%. Our approach improved significantly the computational efficiency, compared with using directly radiation transfer equations. We also studied the sensitivity of various input parameters to photosynthetically active radiation, and found that solar zenith angle and atmospheric aerosols were sensitive PAR parameters. Surface albedo had some effect on PAR, but water vapor and ozone had minimal impact on PAR.</abstract><cop>Heidelberg</cop><pub>SP Science China Press</pub><doi>10.1007/s11430-010-4142-5</doi><tpages>11</tpages></addata></record> |
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subjects | Aerosols Air pollution Albedo Atmospheric water Carbon cycle Earth and Environmental Science Earth orbits Earth Sciences Environmental monitoring Ozone Photosynthesis Radiation Research Paper Satellites Water vapor |
title | Photosynthetically active radiation retrieval based on HJ-1A/B satellite data |
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