Surface Warming Trend Analysis Based on MODIS/Terra Land Surface Temperature Product at Gongga Mountain in the Southeastern Tibetan Plateau
被引:23
作者:
Zhao, Wei
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h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Tribhuvan Univ, Chinese Acad Sci, Kathmandu Ctr Res & Educ, Beijing, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Zhao, Wei
[1
,2
]
Yang, Mengjiao
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, Mengjiao
[1
,3
]
Chang, Ruiying
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Chang, Ruiying
[1
]
Zhan, Qiqi
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
Zhan, Qiqi
[1
,3
]
Li, Zhao-Liang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Minist Agr, Beijing, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
Li, Zhao-Liang
[4
]
机构:
[1] Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China
[2] Tribhuvan Univ, Chinese Acad Sci, Kathmandu Ctr Res & Educ, Beijing, Peoples R China
[3] Univ Chinese Acad Sci, Beijing, Peoples R China
[4] Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Minist Agr, Beijing, Peoples R China
elevation-dependent warming (EDW);
land surface temperature (LST);
climate change;
MODIS;
Gongga Mountain;
TOTAL CLOUD COVER;
AIR-TEMPERATURE;
CLIMATE-CHANGE;
SOIL-MOISTURE;
TIME-SERIES;
MODIS LST;
TRIANGLE METHOD;
DIURNAL CYCLE;
DAILY MAXIMUM;
IN-SITU;
D O I:
10.1029/2020JD034205
中图分类号:
P4 [大气科学(气象学)];
学科分类号:
0706 ;
070601 ;
摘要:
As the highest mountain in the southeastern Tibetan Plateau, Gongga Mountain is highly sensitive to climate change which is hardly assessed with limited meteorological stations in this region. To analyze the warming trend of Gongga Mountain, the mean annual surface temperature (MAT) was extracted based on an annual temperature cycle model with the MODIS/Terra daily land surface temperature (LST) product and used to identify the MAT trends from 2000 to 2018 using the Mann-Kendall trend test. The results indicate that almost all the pixels passing a significance test with the confidence level of 95% show an increasing trend, and the daytime MAT exhibited a stronger warming trend with the mean rate of 0.11 K/yr than the nighttime MAT (0.07 K/yr). However, more pixels (30.2%) exhibited significant warming trends at night than during the daytime (21.6%). Additionally, the significant warming pixels were mainly distributed above 3,200 m, and the number of pixels increased with elevation. Most importantly, the statistics of the daytime and nighttime changing rates at different elevation ranges support elevation-dependent warming (EDW). These warming patterns are connected to changes in snow and cloud cover and the rate shows good correlations with the changes in clear-sky days and vegetation cover conditions. In general, this study verifies that remotely sensed LST can be used to analyze the warming trends in mountain areas and identifies the presence of EDW at Gongga Mountain. This trend could result in a strong influence on the local mountain ecosystem functions, water resources, and glacial changes.
机构:
Natl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, ItalyNatl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, Italy
Palazzi, Elisa
;
Filippi, Luca
论文数: 0引用数: 0
h-index: 0
机构:
Natl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, ItalyNatl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, Italy
Filippi, Luca
;
von Hardenberg, Jost
论文数: 0引用数: 0
h-index: 0
机构:
Natl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, ItalyNatl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, Italy
机构:
Peking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Peng, Shu-Shi
;
Piao, Shilong
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Chinese Acad Sci, Inst Tibetan Plateau Res, Beijing 100085, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Piao, Shilong
;
Zeng, Zhenzhong
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Zeng, Zhenzhong
;
Ciais, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
UMR 1572 CEA CNRS UVSQ, Lab Sci Climat & Environm, F-91191 Gif Sur Yvette, FrancePeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Ciais, Philippe
;
Zhou, Liming
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Albany, Dept Atmospher & Environm Sci, Albany, NY 12222 USAPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Zhou, Liming
;
Li, Laurent Z. X.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris 06, CNRS, Meteorol Dynam Lab, F-75252 Paris, FrancePeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Li, Laurent Z. X.
;
Myneni, Ranga B.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Dept Earth & Environm, Boston, MA 02215 USAPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Myneni, Ranga B.
;
Yin, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Yin, Yi
;
Zeng, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Shenzhen Grad Sch, Shenzhen 518055, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
机构:
Fujian Normal Univ, Sch Geog Sci, Fujian Prov Engn Res Ctr Monitoring & Assessing T, Fuzhou, Fujian, Peoples R China
Fujian Normal Univ, Sch Geog Sci, Fuzhou, Fujian, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
Deng, Haijun
;
Zhang, Hongbo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Tibetan Environm Changes & Land Surface P, Beijing, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
Zhang, Hongbo
;
Zhang, Fan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Tibetan Environm Changes & Land Surface P, Beijing, Peoples R China
CAS Ctr Excellence Tibetan Plateau Earth Sci, Beijing, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
Zhang, Fan
;
Kang, Shichang
论文数: 0引用数: 0
h-index: 0
机构:
CAS Ctr Excellence Tibetan Plateau Earth Sci, Beijing, Peoples R China
Chinese Acad Sci, State Key Lab Cryospher Sci, Northwest Inst Ecoenvironm & Resources, Lanzhou, Gansu, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
Kang, Shichang
;
Yao, Tandong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Tibetan Environm Changes & Land Surface P, Beijing, Peoples R China
CAS Ctr Excellence Tibetan Plateau Earth Sci, Beijing, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
机构:
Indian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, IndiaIndian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, India
Pingale, Santosh M.
;
Khare, Deepak
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, IndiaIndian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, India
Khare, Deepak
;
Jat, Mahesh K.
论文数: 0引用数: 0
h-index: 0
机构:
Malaviya Natl Inst Technol, Dept Civil Engn, Jaipur, Rajasthan, IndiaIndian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, India
机构:
Natl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, ItalyNatl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, Italy
Palazzi, Elisa
;
Filippi, Luca
论文数: 0引用数: 0
h-index: 0
机构:
Natl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, ItalyNatl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, Italy
Filippi, Luca
;
von Hardenberg, Jost
论文数: 0引用数: 0
h-index: 0
机构:
Natl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, ItalyNatl Res Council ISAC CNR, Inst Atmospher Sci & Climate, Corso Fiume 4, I-10133 Turin, Italy
机构:
Peking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Peng, Shu-Shi
;
Piao, Shilong
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Chinese Acad Sci, Inst Tibetan Plateau Res, Beijing 100085, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Piao, Shilong
;
Zeng, Zhenzhong
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Zeng, Zhenzhong
;
Ciais, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
UMR 1572 CEA CNRS UVSQ, Lab Sci Climat & Environm, F-91191 Gif Sur Yvette, FrancePeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Ciais, Philippe
;
Zhou, Liming
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Albany, Dept Atmospher & Environm Sci, Albany, NY 12222 USAPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Zhou, Liming
;
Li, Laurent Z. X.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris 06, CNRS, Meteorol Dynam Lab, F-75252 Paris, FrancePeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Li, Laurent Z. X.
;
Myneni, Ranga B.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Dept Earth & Environm, Boston, MA 02215 USAPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Myneni, Ranga B.
;
Yin, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
Yin, Yi
;
Zeng, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Peking Univ, Shenzhen Grad Sch, Shenzhen 518055, Peoples R ChinaPeking Univ, Coll Urban & Environm Sci, Sino French Inst Earth Syst Sci, Beijing 100871, Peoples R China
机构:
Fujian Normal Univ, Sch Geog Sci, Fujian Prov Engn Res Ctr Monitoring & Assessing T, Fuzhou, Fujian, Peoples R China
Fujian Normal Univ, Sch Geog Sci, Fuzhou, Fujian, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
Deng, Haijun
;
Zhang, Hongbo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Tibetan Environm Changes & Land Surface P, Beijing, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
Zhang, Hongbo
;
Zhang, Fan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Tibetan Environm Changes & Land Surface P, Beijing, Peoples R China
CAS Ctr Excellence Tibetan Plateau Earth Sci, Beijing, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
Zhang, Fan
;
Kang, Shichang
论文数: 0引用数: 0
h-index: 0
机构:
CAS Ctr Excellence Tibetan Plateau Earth Sci, Beijing, Peoples R China
Chinese Acad Sci, State Key Lab Cryospher Sci, Northwest Inst Ecoenvironm & Resources, Lanzhou, Gansu, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
Kang, Shichang
;
Yao, Tandong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Tibetan Environm Changes & Land Surface P, Beijing, Peoples R China
CAS Ctr Excellence Tibetan Plateau Earth Sci, Beijing, Peoples R ChinaUniv Portsmouth, Dept Geog, Portsmouth, Hants, England
机构:
Indian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, IndiaIndian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, India
Pingale, Santosh M.
;
Khare, Deepak
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, IndiaIndian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, India
Khare, Deepak
;
Jat, Mahesh K.
论文数: 0引用数: 0
h-index: 0
机构:
Malaviya Natl Inst Technol, Dept Civil Engn, Jaipur, Rajasthan, IndiaIndian Inst Technol Roorkee, Dept Water Resource Dev & Management, Roorkee 247667, UK, India