solar radiation;
validation;
reanalysis;
ERA-INTERIM;
D O I:
10.1109/IGARSS39084.2020.9323165
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
This study compares the daily solar irradiance estimated from Himawari-8 satellite and by the ERA-Interim reanalysis of the European Center for Medium-range Weather Forecasts (ECMWF) against qualified ground measurements in 5 stations in different regions of Vietnam The result showed better agreement between satellite estimation and observed data with high correlation of values 0.92-0.94 compared to that of ERA-products which is 0.67-0.72. We compared satellite-based estimation with ERA-Interim reanalysis in the spatial scale of 7 climate zones and temporal scale of 4 seasons. The results showed that ERA-Interim products were well associated with satellite-based estimates in seasonal trends, but with different biases. The difference between two products was particularly pronounced in the months of DJF periods and in the north part of Vietnam because of unresolved cloud in ERA reanalysis. Thus, satellite estimation of solar irradiation could be used for producing reliable solar radiation maps for Vietnam in condition of limited surface observations.
机构:
China Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Ling, Xiaolu
Huang, Ying
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Inst Climate & Global Change Res, Nanjing 210023, Peoples R China
Nanjing Univ, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Huang, Ying
Guo, Weidong
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Inst Climate & Global Change Res, Nanjing 210023, Peoples R China
Nanjing Univ, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Guo, Weidong
Wang, Yixin
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Inst Climate & Global Change Res, Nanjing 210023, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Wang, Yixin
Chen, Chaorong
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Inst Climate & Global Change Res, Nanjing 210023, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Chen, Chaorong
Qiu, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Inst Climate & Global Change Res, Nanjing 210023, Peoples R China
Nanjing Univ, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Qiu, Bo
Ge, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Atmospher Sci, Inst Climate & Global Change Res, Nanjing 210023, Peoples R China
Nanjing Univ, Joint Int Res Lab Atmospher & Earth Syst Sci, Nanjing 210023, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Ge, Jun
Qin, Kai
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Qin, Kai
Xue, Yong
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
Xue, Yong
Peng, Jian
论文数: 0引用数: 0
h-index: 0
机构:
UFZ Helmholtz Ctr Environm Res, Dept Remote Sensing, Permoserstr 15, D-04318 Leipzig, Germany
Univ Leipzig, Remote Sensing Ctr Earth Syst Res, D-04103 Leipzig, GermanyChina Univ Min & Technol, Jiangsu Key Lab Coal Based Greenhouse Gas Control, Xuzhou 221008, Jiangsu, Peoples R China
机构:
Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
Univ Maryland, Maryland Inst Appl Environm Hlth, Sch Publ Hlth, 4200 Valley Dr Room 2234F, College Pk, MD 20742 USAWuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
Li, Linze
Hao, Dalai
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Pacific Northwest Natl Lab, Joint Global Change Res Inst, College Pk, MD 20740 USA
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R ChinaWuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
Hao, Dalai
Li, Xuecao
论文数: 0引用数: 0
h-index: 0
机构:
China Agr Univ, Coll Land Sci & Technol, Beijing 100083, Peoples R ChinaWuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
Li, Xuecao
Chen, Min
论文数: 0引用数: 0
h-index: 0
机构:
Pacific Northwest Natl Lab, Joint Global Change Res Inst, College Pk, MD 20740 USA
Univ Wisconsin, Dept Forest & Wildlife Ecol, Madison, WI 53706 USAWuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
Chen, Min
Zhou, Yuyu
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Geol & Atmosphere Sci, Ames, IA 50014 USAWuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
Zhou, Yuyu
Jurgens, Dawn
论文数: 0引用数: 0
h-index: 0
机构:
Aerobiol Res Labs, Ottawa, ON, CanadaWuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
Jurgens, Dawn
Asrar, Ghassam
论文数: 0引用数: 0
h-index: 0
机构:
Univ Space Res Assoc, Columbia, MD 21046 USAWuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
Asrar, Ghassam
Sapkota, Amir
论文数: 0引用数: 0
h-index: 0
机构:
Univ Maryland, Maryland Inst Appl Environm Hlth, Sch Publ Hlth, 4200 Valley Dr Room 2234F, College Pk, MD 20742 USAWuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Hubei, Peoples R China
机构:
Pukyong Natl Univ, Div Earth Environm Syst Sci, Major Spatial Informat Engn, Busan 48513, South KoreaPukyong Natl Univ, Div Earth Environm Syst Sci, Major Spatial Informat Engn, Busan 48513, South Korea
Seo, Minji
Kim, Hyun-Cheol
论文数: 0引用数: 0
h-index: 0
机构:
Korea Polar Res Inst, Unit Arctic Sea Ice Predict, Incheon 21990, South KoreaPukyong Natl Univ, Div Earth Environm Syst Sci, Major Spatial Informat Engn, Busan 48513, South Korea
Kim, Hyun-Cheol
论文数: 引用数:
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机构:
Lee, Kyeong-Sang
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机构:
Seong, Noh-Hun
论文数: 引用数:
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机构:
Lee, Eunkyung
Kim, Jinsoo
论文数: 0引用数: 0
h-index: 0
机构:
Pukyong Natl Univ, Div Earth Environm Syst Sci, Major Spatial Informat Engn, Busan 48513, South KoreaPukyong Natl Univ, Div Earth Environm Syst Sci, Major Spatial Informat Engn, Busan 48513, South Korea