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Article: A new set of modis land products (Mcd18): Downward shortwave radiation and photosynthetically active radiation
Title | A new set of modis land products (Mcd18): Downward shortwave radiation and photosynthetically active radiation |
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Authors | |
Keywords | Downward shortwave radiation MODIS Photosynthetically active radiation Satellite product Solar radiation Validation |
Issue Date | 2020 |
Citation | Remote Sensing, 2020, v. 12, n. 1, article no. 168 How to Cite? |
Abstract | Surface 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 Identifier | http://hdl.handle.net/10722/323129 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Wang, Dongdong | - |
dc.contributor.author | Liang, Shunlin | - |
dc.contributor.author | Zhang, Yi | - |
dc.contributor.author | Gao, Xueyuan | - |
dc.contributor.author | Brown, Meredith G.L. | - |
dc.contributor.author | Jia, Aolin | - |
dc.date.accessioned | 2022-11-18T11:54:56Z | - |
dc.date.available | 2022-11-18T11:54:56Z | - |
dc.date.issued | 2020 | - |
dc.identifier.citation | Remote Sensing, 2020, v. 12, n. 1, article no. 168 | - |
dc.identifier.uri | http://hdl.handle.net/10722/323129 | - |
dc.description.abstract | Surface 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.language | eng | - |
dc.relation.ispartof | Remote Sensing | - |
dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
dc.subject | Downward shortwave radiation | - |
dc.subject | MODIS | - |
dc.subject | Photosynthetically active radiation | - |
dc.subject | Satellite product | - |
dc.subject | Solar radiation | - |
dc.subject | Validation | - |
dc.title | A new set of modis land products (Mcd18): Downward shortwave radiation and photosynthetically active radiation | - |
dc.type | Article | - |
dc.description.nature | published_or_final_version | - |
dc.identifier.doi | 10.3390/RS12010168 | - |
dc.identifier.scopus | eid_2-s2.0-85080952239 | - |
dc.identifier.volume | 12 | - |
dc.identifier.issue | 1 | - |
dc.identifier.spage | article no. 168 | - |
dc.identifier.epage | article no. 168 | - |
dc.identifier.eissn | 2072-4292 | - |
dc.identifier.isi | WOS:000515391700168 | - |