Enhanced soil moisture improves vegetation growth in an arid grassland of Inner Mongolia Autonomous Region, China
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作者:
ZHANG Hui
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School of Geographical Sciences, Nanjing University of Information Science & Technology
State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of SciencesSchool of Geographical Sciences, Nanjing University of Information Science & Technology
ZHANG Hui
[1
,2
]
Giri R KATTEL
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机构:
School of Geographical Sciences, Nanjing University of Information Science & Technology
Department of Infrastructure Engineering, the University of MelbourneSchool of Geographical Sciences, Nanjing University of Information Science & Technology
Giri R KATTEL
[1
,3
]
WANG Guojie
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机构:
School of Geographical Sciences, Nanjing University of Information Science & TechnologySchool of Geographical Sciences, Nanjing University of Information Science & Technology
WANG Guojie
[1
]
CHUAI Xiaowei
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机构:
School of Geography & Ocean Science, Nanjing UniversitySchool of Geographical Sciences, Nanjing University of Information Science & Technology
CHUAI Xiaowei
[4
]
ZHANG Yuyang
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School of Geographical Sciences, Nanjing University of Information Science & TechnologySchool of Geographical Sciences, Nanjing University of Information Science & Technology
ZHANG Yuyang
[1
]
MIAO Lijuan
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机构:
School of Geographical Sciences, Nanjing University of Information Science & Technology
State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of SciencesSchool of Geographical Sciences, Nanjing University of Information Science & Technology
MIAO Lijuan
[1
,2
]
机构:
[1] School of Geographical Sciences, Nanjing University of Information Science & Technology
[2] State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences
[3] Department of Infrastructure Engineering, the University of Melbourne
[4] School of Geography & Ocean Science, Nanjing University
Climate change impacts on grasslands that cover a quarter of the global land area, have become unprecedented during the 21stcentury. One of the important ecological realms, arid grasslands of northern China, which occupy more than 70% of the region’s land area. However, the impact of climate change on vegetation growth in these arid grasslands is not consistent and lacks corresponding quantitative research. In this study, NDVI(normalized difference vegetation index) and climate factors including temperature, precipitation, solar radiation, soil moisture, and meteorological drought were analyzed to explore the determinants of changes in grassland greenness in Inner Mongolia Autonomous Region(northern China) during 1982–2016. The results showed that grasslands in Inner Mongolia witnessed an obvious trend of seasonal greening during the study period. Two prominent climatic factors,precipitation and soil moisture accounted for approximately 33% and 27% of grassland NDVI trends in the region based on multiple linear regression and boosted regression tree methods. This finding highlights the impact of water constraints to vegetation growth in Inner Mongolia’s grasslands. The dominant role of precipitation in regulating grassland NDVI trends in Inner Mongolia significantly weakened from 1982 to 1996, and the role of soil moisture strengthened after 1996. Our findings emphasize the enhanced importance of soil moisture in driving vegetation growth in arid grasslands of Inner Mongolia, which should be thoroughly investigated in the future.
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Urban & Reg Ecol, Beijing 100085, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Urban & Reg Ecol, Beijing 100085, Peoples R China
Dong, Xi
Hu, Chunming
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Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Urban & Reg Ecol, Beijing 100085, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Urban & Reg Ecol, Beijing 100085, Peoples R China
机构:
Northeast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R ChinaNortheast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R China
Liu, Meifang
Zhao, Jianjun
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Northeast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R ChinaNortheast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R China
Zhao, Jianjun
Guo, Xiaoyi
论文数: 0引用数: 0
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Northeast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R ChinaNortheast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R China
Guo, Xiaoyi
Zhang, Zhengxiang
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机构:
Northeast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R ChinaNortheast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R China
Zhang, Zhengxiang
Tan, Gang
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Surveying & Planning Inst Land Resources, Changchun 130061, Peoples R ChinaNortheast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R China
Tan, Gang
Yang, Jihong
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Surveying & Planning Inst Land Resources, Changchun 130061, Peoples R ChinaNortheast Normal Univ, Prov Lab Resources & Environm Res Northeast China, Changchun 130024, Peoples R China
机构:
Tottori Univ, Arid Land Res Ctr, Tottori 6800001, Japan
Lanzhou Univ, Pastoral Agr & Technol, Lanzhou 730020, Peoples R China
Dalian Nationalities Univ, Coll Life Sci, Dept Environm Engn, Dalian 116600, Peoples R ChinaTottori Univ, Arid Land Res Ctr, Tottori 6800001, Japan
Cheng, Yunxiang
Kamijo, Takashi
论文数: 0引用数: 0
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机构:
Univ Tsukuba, Grad Sch Life & Environm Sci, Tsukuba, Ibaraki 3058572, JapanTottori Univ, Arid Land Res Ctr, Tottori 6800001, Japan
Kamijo, Takashi
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机构:
Tsubo, Mitsuru
Nakamura, Toru
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tsukuba, Grad Sch Life & Environm Sci, Tsukuba, Ibaraki 3058572, JapanTottori Univ, Arid Land Res Ctr, Tottori 6800001, Japan
机构:
Beijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Beijing Normal Univ, Fac Geog Sci, Beijing Key Lab Remote Sensing Environm & Digital, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Guo, Jian
Yang, Xiuchun
论文数: 0引用数: 0
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机构:
Beijing Forestry Univ, Sch Grassland Sci, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Yang, Xiuchun
Jiang, Weiguo
论文数: 0引用数: 0
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机构:
Beijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Beijing Normal Univ, Fac Geog Sci, Beijing Key Lab Remote Sensing Environm & Digital, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Jiang, Weiguo
Xing, Xiaoyu
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Forestry Univ, Sch Grassland Sci, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Xing, Xiaoyu
Zhang, Min
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机构:
Beijing Forestry Univ, Sch Grassland Sci, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Zhang, Min
Chen, Ang
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机构:
Beijing Forestry Univ, Sch Grassland Sci, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chen, Ang
Yang, Dong
论文数: 0引用数: 0
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机构:
Beijing Forestry Univ, Sch Grassland Sci, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Yang, Dong
Yang, Mingxin
论文数: 0引用数: 0
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机构:
Beijing Forestry Univ, Sch Grassland Sci, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Yang, Mingxin
Wei, Lunda
论文数: 0引用数: 0
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机构:
Beijing Forestry Univ, Sch Grassland Sci, Beijing 100083, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Wei, Lunda
Xu, Bin
论文数: 0引用数: 0
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机构:
Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agriinformat, Minist Agr & Rural Affairs, Beijing 100081, Peoples R ChinaBeijing Normal Univ, Fac Geog Sci, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
机构:
Chinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
Chang, Chang
Chang, Yu
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机构:
Chinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R ChinaChinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
Chang, Yu
Xiong, Zaiping
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机构:
Chinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R ChinaChinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
Xiong, Zaiping
Ping, Xiaoying
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Publ Adm, Zhengzhou 450045, Peoples R ChinaChinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
Ping, Xiaoying
Zhang, Heng
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机构:
Inner Mongolia Agr Univ, Coll Forestry, Hohhot 010019, Peoples R ChinaChinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
Zhang, Heng
Guo, Meng
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Normal Univ, Sch Geog Sci, Changchun 130024, Peoples R ChinaChinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
Guo, Meng
Hu, Yuanman
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
Eerguna Wetland Ecosyst Natl Res Stn, Hulunbuir 022250, Peoples R ChinaChinese Acad Sci, Inst Appl Ecol, CAS Key Lab Forest Ecol & Management, Shenyang 110016, Peoples R China
机构:
Hebei Univ Engn, Sch Min & Geomat Engn, Handan 056038, Peoples R ChinaHebei Univ Engn, Sch Min & Geomat Engn, Handan 056038, Peoples R China
Zhao, Anzhou
Xu, Ruihao
论文数: 0引用数: 0
h-index: 0
机构:
Hebei Univ Engn, Sch Min & Geomat Engn, Handan 056038, Peoples R ChinaHebei Univ Engn, Sch Min & Geomat Engn, Handan 056038, Peoples R China
Xu, Ruihao
Zou, Lidong
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h-index: 0
机构:
Peking Univ, Shenzhen Grad Sch, Sch Urban Planning & Design, Shenzhen 518055, Peoples R China
Shenzhen Polytech Univ, Sch Artificial Intelligence, Shenzhen 518055, Peoples R ChinaHebei Univ Engn, Sch Min & Geomat Engn, Handan 056038, Peoples R China
Zou, Lidong
Zhu, Xiufang
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100875, Peoples R ChinaHebei Univ Engn, Sch Min & Geomat Engn, Handan 056038, Peoples R China