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Article: A new set of modis land products (Mcd18): Downward shortwave radiation and photosynthetically active radiation

TitleA new set of modis land products (Mcd18): Downward shortwave radiation and photosynthetically active radiation
Authors
KeywordsDownward shortwave radiation
MODIS
Photosynthetically active radiation
Satellite product
Solar radiation
Validation
Issue Date2020
Citation
Remote Sensing, 2020, v. 12, n. 1, article no. 168 How to Cite?
AbstractSurface downward shortwave radiation (DSR) and photosynthetically active radiation (PAR), its visible component, are key parameters needed for many land process models and terrestrial applications. Most existing DSR and PAR products were developed for climate studies and therefore have coarse spatial resolutions, which cannot satisfy the requirements of many applications. This paper introduces a new global high-resolution product of DSR (MCD18A1) and PAR (MCD18A2) over land surfaces using the MODIS data. The current version is Collection 6.0 at the spatial resolution of 5 km and two temporal resolutions (instantaneous and three-hour). A look-up table (LUT) based retrieval approach was chosen as the main operational algorithm so as to generate the products from the MODIS top-of-atmosphere (TOA) reflectance and other ancillary data sets. The new MCD18 products are archived and distributed via NASA’s Land Processes Distributed Active Archive Center (LP DAAC). The products have been validated based on one year of ground radiation measurements at 33 Baseline Surface Radiation Network (BSRN) and 25 AmeriFlux stations. The instantaneous DSR has a bias of −15.4 W/m2 and root mean square error (RMSE) of 101.0 W/m2, while the instantaneous PAR has a bias of −0.6 W/m2 and RMSE of 45.7 W/m2 . RMSE of daily DSR is 32.3 W/m2, and that of the daily PAR is 13.1 W/m2 . The accuracy of the new MODIS daily DSR data is higher than the GLASS product and lower than the CERES product, while the latter incorporates additional geostationary data with better capturing DSR diurnal variability. MCD18 products are currently under reprocessing and the new version (Collection 6.1) will provide improved spatial resolution (1 km) and accuracy.
Persistent Identifierhttp://hdl.handle.net/10722/323129
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorWang, Dongdong-
dc.contributor.authorLiang, Shunlin-
dc.contributor.authorZhang, Yi-
dc.contributor.authorGao, Xueyuan-
dc.contributor.authorBrown, Meredith G.L.-
dc.contributor.authorJia, Aolin-
dc.date.accessioned2022-11-18T11:54:56Z-
dc.date.available2022-11-18T11:54:56Z-
dc.date.issued2020-
dc.identifier.citationRemote Sensing, 2020, v. 12, n. 1, article no. 168-
dc.identifier.urihttp://hdl.handle.net/10722/323129-
dc.description.abstractSurface downward shortwave radiation (DSR) and photosynthetically active radiation (PAR), its visible component, are key parameters needed for many land process models and terrestrial applications. Most existing DSR and PAR products were developed for climate studies and therefore have coarse spatial resolutions, which cannot satisfy the requirements of many applications. This paper introduces a new global high-resolution product of DSR (MCD18A1) and PAR (MCD18A2) over land surfaces using the MODIS data. The current version is Collection 6.0 at the spatial resolution of 5 km and two temporal resolutions (instantaneous and three-hour). A look-up table (LUT) based retrieval approach was chosen as the main operational algorithm so as to generate the products from the MODIS top-of-atmosphere (TOA) reflectance and other ancillary data sets. The new MCD18 products are archived and distributed via NASA’s Land Processes Distributed Active Archive Center (LP DAAC). The products have been validated based on one year of ground radiation measurements at 33 Baseline Surface Radiation Network (BSRN) and 25 AmeriFlux stations. The instantaneous DSR has a bias of −15.4 W/m2 and root mean square error (RMSE) of 101.0 W/m2, while the instantaneous PAR has a bias of −0.6 W/m2 and RMSE of 45.7 W/m2 . RMSE of daily DSR is 32.3 W/m2, and that of the daily PAR is 13.1 W/m2 . The accuracy of the new MODIS daily DSR data is higher than the GLASS product and lower than the CERES product, while the latter incorporates additional geostationary data with better capturing DSR diurnal variability. MCD18 products are currently under reprocessing and the new version (Collection 6.1) will provide improved spatial resolution (1 km) and accuracy.-
dc.languageeng-
dc.relation.ispartofRemote Sensing-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectDownward shortwave radiation-
dc.subjectMODIS-
dc.subjectPhotosynthetically active radiation-
dc.subjectSatellite product-
dc.subjectSolar radiation-
dc.subjectValidation-
dc.titleA new set of modis land products (Mcd18): Downward shortwave radiation and photosynthetically active radiation-
dc.typeArticle-
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.3390/RS12010168-
dc.identifier.scopuseid_2-s2.0-85080952239-
dc.identifier.volume12-
dc.identifier.issue1-
dc.identifier.spagearticle no. 168-
dc.identifier.epagearticle no. 168-
dc.identifier.eissn2072-4292-
dc.identifier.isiWOS:000515391700168-

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