Clear-Sky Surface Solar Radiation and the Radiative Effect of Aerosol and Water Vapor Based on Simulations and Satellite Observations over Northern China
surface solar radiation;
aerosol radiative effect;
water vapor radiative effect;
OPTICAL DEPTH;
ASIAN MONSOON;
CLOUD;
TEMPERATURE;
IMPACT;
VARIABILITY;
ABSORPTION;
ATMOSPHERE;
PRODUCTS;
CLIMATE;
D O I:
10.3390/rs12121931
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The distribution and trend of clear-sky surface solar radiation (SSR) and the quantitative effects of aerosol and water vapor are investigated in northern China during 2001-2015 using radiation simulations and satellite observations. Clear-sky SSR in northern China is high in summer and low in winter, which is dominated by astronomical factors and strongly modulated by the seasonal variations of radiative effects of aerosol (ARE) and water vapor (WVRE). The larger variation of WVRE than ARE indicates that water vapor plays a more important role in moderating the seasonal variation of clear-sky SSR. Clear-sky SSR shows an overall decreasing trend of -0.12 W/m(2)per year, with decrease more strongly than -0.60 W/m(2)per year in west-central Shandong and increase (about 0.40 W/m(2)) in south-central Inner Mongolia. The consistency of spatial distribution and high correlation between clear-sky SSR and ARE trend indicate that the clear-sky SSR trend is mainly determined by aerosol variation. Dust mass concentration decreases about 16% in south-central Inner Mongolia from 2001 to 2015, resulting in the increase in clear-sky SSR. In contrast, sulfate aerosol increases about 92% in west-central Shandong, leading to the decreasing trend of clear-sky SSR.
机构:
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Hao, Dalei
Wen, Jianguang
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Joint Ctr Global Change Studies, Beijing 100875, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Wen, Jianguang
Xiao, Qing
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Xiao, Qing
Wu, Shengbiao
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Wu, Shengbiao
Lin, Xingwen
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
Lin, Xingwen
You, Dongqin
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
You, Dongqin
Tang, Yong
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Chinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Remote Sensing & Digital Earth, State Key Lab Remote Sensing Sci, Beijing 100101, Peoples R China
机构:
Korea Inst Energy Res, New & Renewable Energy Resource Map Lab, Daejeon 34129, South KoreaKorea Inst Energy Res, New & Renewable Energy Resource Map Lab, Daejeon 34129, South Korea
Kim, Chang Ki
Kim, Hyun-Goo
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Korea Inst Energy Res, New & Renewable Energy Resource Map Lab, Daejeon 34129, South KoreaKorea Inst Energy Res, New & Renewable Energy Resource Map Lab, Daejeon 34129, South Korea
Kim, Hyun-Goo
Kang, Yong-Heack
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Korea Inst Energy Res, New & Renewable Energy Resource Map Lab, Daejeon 34129, South KoreaKorea Inst Energy Res, New & Renewable Energy Resource Map Lab, Daejeon 34129, South Korea
机构:
Khalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab EmiratesKhalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates
Eissa, Yehia
Beegum, S. Naseema
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Khalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab EmiratesKhalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates
Beegum, S. Naseema
Gherboudj, Imen
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Khalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab EmiratesKhalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates
Gherboudj, Imen
Chaouch, Naira
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Khalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab EmiratesKhalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates
Chaouch, Naira
Al Sudairi, Jood
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KACARE, POB 2022, Riyadh 11451, Saudi ArabiaKhalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates
Al Sudairi, Jood
Jones, Russell K.
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KACARE, POB 2022, Riyadh 11451, Saudi ArabiaKhalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates
Jones, Russell K.
Al Dobayan, Nayef
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KACARE, POB 2022, Riyadh 11451, Saudi ArabiaKhalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates
Al Dobayan, Nayef
Ghedira, Hosni
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Khalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab EmiratesKhalifa Univ Sci & Technol, Res Ctr Renewable Energy Mapping & Assessment, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates