Land surface temperature;
annual temperature cycle;
trend analysis;
Terra MODIS;
climate change;
KOSHI RIVER-BASIN;
CLIMATE-CHANGE;
SNOW COVER;
SOIL-MOISTURE;
NEPAL;
WATER;
VARIABILITY;
VALIDATION;
IMPACTS;
LST;
D O I:
10.3390/rs11080900
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The scientific community has widely reported the impacts of climate change on the Central Himalaya. To qualify and quantify these effects, long-term land surface temperature observations in both the daytime and nighttime, acquired by the Moderate Resolution Imaging Spectroradiometer from 2000 to 2017, were used in this study to investigate the spatiotemporal variations and their changing mechanism. Two periodic parameters, the mean annual surface temperature (MAST) and the annual maximum temperature (MAXT), were derived based on an annual temperature cycle model to reduce the influences from the cloud cover and were used to analyze their trend during the period. The general thermal environment represented by the average MAST indicated a significant spatial distribution pattern along with the elevation gradient. Behind the clear differences in the daytime and nighttime temperatures at different physiographical regions, the trend test conducted with the Mann-Kendall (MK) method showed that most of the areas with significant changes showed an increasing trend, and the nighttime temperatures exhibited a more significant increasing trend than the daytime temperatures, for both the MAST and MAXT, according to the changing areas. The nighttime changing areas were more widely distributed (more than 28%) than the daytime changing areas (around 10%). The average change rates of the MAST and MAXT in the daytime are 0.102 degrees C/yr and 0.190 degrees C/yr, and they are generally faster than those in the nighttime (0.048 degrees C/yr and 0.091 degrees C/yr, respectively). The driving force analysis suggested that urban expansion, shifts in the courses of lowland rivers, and the retreat of both the snow and glacier cover presented strong effects on the local thermal environment, in addition to the climatic warming effect. Moreover, the strong topographic gradient greatly influenced the change rate and evidenced a significant elevation-dependent warming effect, especially for the nighttime LST. Generally, this study suggested that the nighttime temperature was more sensitive to climate change than the daytime temperature, and this general warming trend clearly observed in the central Himalayan region could have important influences on local geophysical, hydrological, and ecological processes.
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R China
China Geol Survey, Kunming Nat Resources Comprehens Invest Ctr, Kunming, Yunnan, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Yang, Mengjiao
Zhao, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Henan Univ, Key Lab Geospatial Technol Middle & Lower Yellow, Minist Educ, Kaifeng, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Zhao, Wei
Cai, Junfei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Cai, Junfei
Yang, Yujia
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Yang, Yujia
Fu, Hao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, Beijing, Peoples R China
Chinese Acad Sci, Res Ctr Eco Environm Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
机构:
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
Zeng, Linglin
Wardlow, Brian D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nebraska, Ctr Adv Land Management Informat Technol, Lincoln, NE 68583 USAWuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
Wardlow, Brian D.
Tadesse, Tsegaye
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nebraska, Natl Drought Mitigat Ctr, Lincoln, NE 68583 USAWuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
Tadesse, Tsegaye
Shan, Jie
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Sch Civil Engn, W Lafayette, IN 47907 USAWuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
Shan, Jie
Hayes, Michael J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nebraska, Natl Drought Mitigat Ctr, Lincoln, NE 68583 USAWuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
Hayes, Michael J.
Li, Deren
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机构:
Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
Collaborat Innovat Ctr Geospatial Technol, Wuhan 430079, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
Li, Deren
Xiang, Daxiang
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机构:
Changjiang River Water Resources Commiss, Changjiang River Sci Res Inst, Wuhan 430010, Peoples R ChinaWuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
机构:
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R China
Nanjing Agr Univ, Coll Land Management, Nanjing 210095, Jiangsu, Peoples R ChinaChinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R China
Liu, Gang
Ou, Weixin
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Agr Univ, Coll Land Management, Nanjing 210095, Jiangsu, Peoples R China
Natl & Local Joint Engn Res Ctr Rural Land Resour, Nanjing 210095, Jiangsu, Peoples R ChinaChinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R China
Ou, Weixin
Zhang, Yunlin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R ChinaChinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R China
Zhang, Yunlin
Wu, Tingfeng
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h-index: 0
机构:
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R ChinaChinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R China
Wu, Tingfeng
Zhu, Guangwei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R ChinaChinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R China
Zhu, Guangwei
Shi, Kun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R ChinaChinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R China
Shi, Kun
Qin, Boqiang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R ChinaChinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Taihu Lake Lab,Ecosyst Res Stn, Nanjing 210008, Jiangsu, Peoples R China
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
Yang, Mengjiao
Zhao, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
Henan Univ, Minist Educ, Key Lab Geospatial Technol Middle & Lower Yellow, Kaifeng 475004, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
Zhao, Wei
Zhan, Qiqi
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
Zhan, Qiqi
Xiong, Donghong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China
机构:
Sultan Qaboos Univ, Dept Geog, Muscat 123, Oman
Mansoura Univ, Dept Geog, Mansoura 35516, EgyptSultan Qaboos Univ, Dept Geog, Muscat 123, Oman
El Kenawy, Ahmed M.
Hereher, Mohamed E.
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机构:
Sultan Qaboos Univ, Dept Geog, Muscat 123, Oman
Damietta Univ, Dept Environm Sci, New Damietta 34511, EgyptSultan Qaboos Univ, Dept Geog, Muscat 123, Oman
Hereher, Mohamed E.
Robaa, Sayed M.
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机构:
Cairo Univ, Fac Sci, Dept Astron Space Sci & Meteorol, Cairo 12613, EgyptSultan Qaboos Univ, Dept Geog, Muscat 123, Oman