Precipitation and anthropogenic activities regulate the changes of NDVI in Zhegucuo Valley on the southern Tibetan Plateau
被引:3
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作者:
Zhao, Wanglin
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机构:
Tibet Univ, Sch Ecol & Environm, Lhasa 850000, Peoples R China
Chinese Acad Sci, Inst Tibetan Plateau Res, Beijing 100101, Peoples R ChinaTibet Univ, Sch Ecol & Environm, Lhasa 850000, Peoples R China
Zhao, Wanglin
[1
,2
]
Wang, Hengying
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机构:
Southwest Survey & Planning Inst Natl Forestry & G, Kunming 650000, Peoples R ChinaTibet Univ, Sch Ecol & Environm, Lhasa 850000, Peoples R China
Wang, Hengying
[3
]
Zhang, Huifang
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机构:
Monitoring Ctr Ecol Environm Xizang Autonomous Reg, Lhasa 850000, Peoples R ChinaTibet Univ, Sch Ecol & Environm, Lhasa 850000, Peoples R China
Zhang, Huifang
[4
]
Zhang, Lin
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机构:
Tibet Univ, Sch Ecol & Environm, Lhasa 850000, Peoples R China
Chinese Acad Sci, Inst Tibetan Plateau Res, Beijing 100101, Peoples R ChinaTibet Univ, Sch Ecol & Environm, Lhasa 850000, Peoples R China
Zhang, Lin
[1
,2
]
机构:
[1] Tibet Univ, Sch Ecol & Environm, Lhasa 850000, Peoples R China
[2] Chinese Acad Sci, Inst Tibetan Plateau Res, Beijing 100101, Peoples R China
[3] Southwest Survey & Planning Inst Natl Forestry & G, Kunming 650000, Peoples R China
[4] Monitoring Ctr Ecol Environm Xizang Autonomous Reg, Lhasa 850000, Peoples R China
Whether climate change or anthropogenic activities play a more pivotal role in regulating vegetation growth on the Tibetan Plateau is still controversial. A better understanding on grassland changes at a fine scale may provide important guidance for local government policy and grassland management. Using two of the most reliable satellite NDVI products (MODIS NDVI and SPOT NDVI), we evaluated the dynamic of grasslands in the Zhegucuo valley on the southern Tibetan Plateau from 2000 to 2020, and analyzed its driving factors and relative influences of climate change and anthropogenic activities. Here, the key indicators of climate change were assumed to be precipitation and temperature. The main results were: (1) the grassland NDVI in Zhegucuo valley did not reflect a significant temporal change during the last 21 years. The variation of precipitation during the early growing season (GSP) resembled that of NDVI, and the GSP was positively correlated with NDVI. At the pixel level, the partial correlation analysis showed that 37.79% of the pixels depicted a positive relationship between GSP and NDVI, while 11.32% of the pixels showed a negative relationship between temperature during the early growing season (GST) and NDVI. (2) In view of the spatial distribution, the areas mainly controlled by GSP were generally distributed in the southern part, while those affected by GST stood in the eastern part, mainly around the Zhegucuo lake where most population in Cuomei County settled down. (3) Decreasing NDVI trends were mainly occurred in alpine steppe at lower elevations rather than alpine meadow at higher elevations. (4) The residual trend (RESTREND) analysis further indicated that the anthropogenic activities played a more pivotal role in regulating the annual changes of NDVI rather than climate factors in this area. Future studies should pay more attention on climate extremes rather than the simple temporal trends. Also, the influence of human activities on alpine grassland needs to be accessed and fully considered in future sustainable management.
机构:
China Meteorol Adm, Inst Plateau Meteorol, Chengdu Heavy Rain & Drought Flood Disasters Plate, Chengdu 610072, Peoples R China
Key Lab Disaster Prevent & Mitigat Qinghai Prov, Xining 810001, Peoples R ChinaChina Meteorol Adm, Inst Plateau Meteorol, Chengdu Heavy Rain & Drought Flood Disasters Plate, Chengdu 610072, Peoples R China
Pang, Yanmei
Chen, Chao
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机构:
China Meteorol Adm, Inst Plateau Meteorol, Chengdu Heavy Rain & Drought Flood Disasters Plate, Chengdu 610072, Peoples R China
Prov Key Lab Water Saving Agr Hill Areas Southern, Chengdu 610066, Peoples R ChinaChina Meteorol Adm, Inst Plateau Meteorol, Chengdu Heavy Rain & Drought Flood Disasters Plate, Chengdu 610072, Peoples R China
Chen, Chao
Guo, Bin
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机构:
Aba Prefecture Meteorol Stn, Maerkang 624000, Peoples R ChinaChina Meteorol Adm, Inst Plateau Meteorol, Chengdu Heavy Rain & Drought Flood Disasters Plate, Chengdu 610072, Peoples R China
Guo, Bin
Qi, Dongmei
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China Meteorol Adm, Inst Plateau Meteorol, Chengdu Heavy Rain & Drought Flood Disasters Plate, Chengdu 610072, Peoples R ChinaChina Meteorol Adm, Inst Plateau Meteorol, Chengdu Heavy Rain & Drought Flood Disasters Plate, Chengdu 610072, Peoples R China
Qi, Dongmei
Luo, Yu
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机构:
Sichuan Climate Ctr, Chengdu 610072, Peoples R ChinaChina Meteorol Adm, Inst Plateau Meteorol, Chengdu Heavy Rain & Drought Flood Disasters Plate, Chengdu 610072, Peoples R China
机构:
Beijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Middle Atmosphere & Global Environm Observ, Beijing, Peoples R ChinaBeijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
Xia, Yan
Hu, Yongyun
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机构:
Peking Univ, Sch Phys, Dept Atmospher & Ocean Sci, Lab Climate & Ocean, Beijing, Peoples R ChinaBeijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
Hu, Yongyun
Huang, Yi
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McGill Univ, Dept Atmospher & Ocean Sci, Montreal, PQ, CanadaBeijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
Huang, Yi
Bian, Jianchun
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机构:
Chinese Acad Sci, Inst Atmospher Phys, Key Lab Middle Atmosphere & Global Environm Observ, Beijing, Peoples R China
Univ Chinese Acad Sci, Coll Earth & Planetary Sci, Beijing, Peoples R China
Lanzhou Univ, Coll Atmospher Sci, Lanzhou, Peoples R ChinaBeijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
Bian, Jianchun
Zhao, Chuanfeng
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机构:
Peking Univ, Sch Phys, Dept Atmospher & Ocean Sci, Lab Climate & Ocean, Beijing, Peoples R ChinaBeijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
Zhao, Chuanfeng
Lin, Jintai
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Peking Univ, Sch Phys, Dept Atmospher & Ocean Sci, Lab Climate & Ocean, Beijing, Peoples R ChinaBeijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
Lin, Jintai
Xie, Fei
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Beijing Normal Univ, Sch Syst Sci, Beijing, Peoples R ChinaBeijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
Xie, Fei
Zhou, Chunjiang
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机构:
Inner Mongolia Univ, Sch Ecol & Environm, Hohhot, Peoples R ChinaBeijing Normal Univ, Sch Syst Sci, Beijing, Peoples R China
机构:
Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteorol, Nanjing, Peoples R China
Longshan Meteorol Bur Xiangxi Autonomous Prefectur, Xiangxi, Peoples R ChinaNanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteorol, Nanjing, Peoples R China
Xiang, Yuying
Wang, Tao
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Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteorol, Nanjing, Peoples R China
Chinese Acad Sci, Climate Change Res Ctr, Beijing, Peoples R China
Chinese Acad Sci, Inst Atmospher Phys, Nansen Zhu Int Res Ctr, Beijing, Peoples R ChinaNanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteorol, Nanjing, Peoples R China
Wang, Tao
Wang, Huijun
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Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteorol, Nanjing, Peoples R China
Chinese Acad Sci, Climate Change Res Ctr, Beijing, Peoples R China
Chinese Acad Sci, Inst Atmospher Phys, Nansen Zhu Int Res Ctr, Beijing, Peoples R ChinaNanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteorol, Nanjing, Peoples R China
机构:
Wuxi Univ, Sch Atmosphere & Remote Sensing, Wuxi, Peoples R China
Wuxi Univ, China Meteorol Adm ECSS CMA, Key Lab Ecosyst Carbon Source & Sink, Wuxi, Peoples R ChinaWuxi Univ, Sch Atmosphere & Remote Sensing, Wuxi, Peoples R China
Na, Ying
Lu, Riyu
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Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing, Peoples R China
Univ Chinese Acad Sci, Coll Earth & Planetary Sci, Beijing, Peoples R ChinaWuxi Univ, Sch Atmosphere & Remote Sensing, Wuxi, Peoples R China
Lu, Riyu
Fu, Qiang
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Univ Washington, Dept Atmospher Sci, Seattle, WA USAWuxi Univ, Sch Atmosphere & Remote Sensing, Wuxi, Peoples R China
Fu, Qiang
Leung, L. Ruby
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Pacific Northwest Natl Lab, Atmospher Sci & Global Change Div, Richland, WA USAWuxi Univ, Sch Atmosphere & Remote Sensing, Wuxi, Peoples R China
机构:
Nagoya Univ, Hydrospher Atmospher Res Ctr, Nagoya, Aichi 4648601, Japan
Japan Sci & Technol Agcy, Kawaguchi, Saitama, JapanNagoya Univ, Hydrospher Atmospher Res Ctr, Nagoya, Aichi 4648601, Japan
Fujinami, Hatsuki
Nomura, Shigeyuki
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Japan Weather Assoc, Tokyo, JapanNagoya Univ, Hydrospher Atmospher Res Ctr, Nagoya, Aichi 4648601, Japan
Nomura, Shigeyuki
Yasunari, Tetsuzo
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Nagoya Univ, Hydrospher Atmospher Res Ctr, Nagoya, Aichi 4648601, JapanNagoya Univ, Hydrospher Atmospher Res Ctr, Nagoya, Aichi 4648601, Japan
机构:
Lanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Natl Local Joint Engn Res Ctr Technol & Applicat N, Lanzhou 730070, Peoples R China
Gansu Prov Key Lab Aridland Crop Sci, Lanzhou 730070, Gansu, Peoples R ChinaLanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Zhang, Xu
Li, Xuemei
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Lanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Natl Local Joint Engn Res Ctr Technol & Applicat N, Lanzhou 730070, Peoples R China
Gansu Prov Key Lab Aridland Crop Sci, Lanzhou 730070, Gansu, Peoples R ChinaLanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Li, Xuemei
Che, Tao
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Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Key Lab Cryospher Sci & Frozen Soil Engn, Lanzhou 730000, Peoples R ChinaLanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Che, Tao
Yang, Chuanming
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Lanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Natl Local Joint Engn Res Ctr Technol & Applicat N, Lanzhou 730070, Peoples R China
Gansu Prov Key Lab Aridland Crop Sci, Lanzhou 730070, Gansu, Peoples R ChinaLanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Yang, Chuanming
Duan, Huane
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机构:
Lanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Natl Local Joint Engn Res Ctr Technol & Applicat N, Lanzhou 730070, Peoples R China
Gansu Prov Key Lab Aridland Crop Sci, Lanzhou 730070, Gansu, Peoples R ChinaLanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Duan, Huane
Wu, Jun
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机构:
Lanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Natl Local Joint Engn Res Ctr Technol & Applicat N, Lanzhou 730070, Peoples R China
Gansu Prov Key Lab Aridland Crop Sci, Lanzhou 730070, Gansu, Peoples R ChinaLanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
Wu, Jun
Liu, Yang
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机构:
Xinjiang Key Lab Water Cycle & Utilizat Arid Zone, Urumqi 830011, Peoples R China
Tianshan Snow cover & Avalanche Observat & Res Stn, Xinyuan 835800, Peoples R ChinaLanzhou Jiaotong Univ, Fac Geomatics, Lanzhou 730070, Peoples R China
机构:
Beijing Reg Climate Ctr, Beijing, Peoples R China
Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geop, Beijing, Peoples R ChinaBeijing Reg Climate Ctr, Beijing, Peoples R China
Na, Ying
Lu, Riyu
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Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geop, Beijing, Peoples R China
Univ Chinese Acad Sci, Coll Earth & Planetary Sci, Beijing, Peoples R ChinaBeijing Reg Climate Ctr, Beijing, Peoples R China
Lu, Riyu
Fu, Qiang
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Univ Washington, Dept Atmospher Sci, Seattle, WA 98195 USABeijing Reg Climate Ctr, Beijing, Peoples R China
Fu, Qiang
Kodama, Chihiro
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Japan Agcy Marine Earth Sci & Technol, Yokohama, Kanagawa, JapanBeijing Reg Climate Ctr, Beijing, Peoples R China