Spatial heterogeneity in vegetation greenness (VG) can influence earth surface process and resource ecology. However, its long-term change and driving forces remain poorly understood. In this study, MODIS enhanced vegetation index (EVI) data was used to examine the change in spatial heterogeneity in VG and its relationships with vegetation greening in mainland China during 2000-2017. Moving window standard deviation and range of growing season mean EVI (GSEVI) were used as proxies for spatial heterogeneity in VG. It was found that moving window standard deviation of GSEVI increased significantly over 33.8% to 53.7% of mainland China during 2000-2017, while it decreased significantly over less than 5% of mainland China. The results of moving window range of GSEVI were similar to moving window standard deviation of GSEVI. These may be explained by: (1) increased standard deviation and range of GSEVI accompanied by increased GSEVI value; and (2) faster greening speed in dense than in sparse vegetated areas. Additionally, the increased spatial heterogeneity in VG means the increased difference in VG between arid and humid regions, and between urban cores (UCs) and rural areas. These may primarily be attributed to slower greening speed in arid than in humid regions, and in UCs than in rural areas. Thus some benefits from vegetation greening may be much less in arid than in humid regions, and in UCs than in rural areas. Overall, this study analyzed an interesting phenomenon that vegetation greening may increase spatial heterogeneity in VG, which has a series of implications for environment and human activities.
机构:
Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking UniversitySino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University
Yue Li
Shilong Piao
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机构:
Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University
Key Laboratory of Alpine Ecology and Biodiversity, Institute of Tibetan Plateau Research, Chinese Academy of Sciences
Center for Excellence in Tibetan Earth Science,Chinese Academy of SciencesSino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University
Shilong Piao
Anping Chen
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机构:
Department of Biology, Colorado State UniversitySino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University
Anping Chen
Philippe Ciais
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机构:
Laboratoire des Sciences du Climat et de l'Environnement/Institut Pierre Simon Laplace,Commissariata l Energie Atomique et aux Energies Alternatives–CNRS–Universite de Versailles Saint-Quentin,Universite Paris-SaclaySino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University
Philippe Ciais
Laurent Z.X.Li
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机构:
Laboratoire de Met eorologie Dynamique, Centre National de la Recherche Scientifique,Sorbonne Universite,Ecole Normale Superieure, Ecole PolytechniqueSino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University
机构:
Peking Univ, Sino French Inst Earth Syst Sci, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaPeking Univ, Sino French Inst Earth Syst Sci, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
Li, Yue
Piao, Shilong
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机构:
Peking Univ, Sino French Inst Earth Syst Sci, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
Chinese Acad Sci, Inst Tibetan Plateau Res, Key Lab Alpine Ecol & Biodivers, Beijing 100085, Peoples R China
Chinese Acad Sci, Ctr Excellence Tibetan Earth Sci, Beijing 100085, Peoples R ChinaPeking Univ, Sino French Inst Earth Syst Sci, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
Piao, Shilong
Chen, Anping
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机构:
Colorado State Univ, Dept Biol, Ft Collins, CO 80523 USAPeking Univ, Sino French Inst Earth Syst Sci, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
Chen, Anping
Ciais, Philippe
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机构:
Univ Paris Saclay, Univ Versailles St Quentin, CNRS,Lab Sci Climat & Environm, Commissariat Energie Atom & Energies Alternat,Ins, F-91191 Gif Sur Yvette, FrancePeking Univ, Sino French Inst Earth Syst Sci, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
Ciais, Philippe
Li, Laurent Z. X.
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机构:
Sorbonne Univ, Ecole Normale Super, Ecole Polytech, Lab Meteorol Dynam,Ctr Natl Rech Sci, F-75252 Paris, FrancePeking Univ, Sino French Inst Earth Syst Sci, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
机构:
Inner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Wang, Shuai
Zhang, Shengwei
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Inner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Key Lab Water Resources Protect & Utilizat Inner M, Hohhot, Peoples R China
Autonomous Reg Collaborat Innovat Ctr Integrated M, Hohhot, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Zhang, Shengwei
Zhou, Ying
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Inner Mongolia Autonomous Reg Water Resources Res, Hohhot, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Zhou, Ying
Zhao, Xingyu
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Inner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Zhao, Xingyu
Yang, Lin
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Inner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Yang, Lin
Li, Ruishen
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Inner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Li, Ruishen
Lin, Xi
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机构:
Inner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Lin, Xi
Luo, Meng
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机构:
Inner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Luo, Meng
Chen, Xinghui
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机构:
Inner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
Chen, Xinghui
Xing, Peilin
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机构:
Bur Agr Anim Husb & Sci & Technol, Ctr Agroecol & Resource Conservat, Chahar Right Front Banner, Peoples R ChinaInner Mongolia Agr Univ, Hohhot, Inner Mongolia, Peoples R China
机构:Natl NE Agr Univ, Coll Anim Sci, Grassland Res Stn, Harbin 150030, Peoples R China
Wang, YS
Shiyomi, M
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机构:
Natl NE Agr Univ, Coll Anim Sci, Grassland Res Stn, Harbin 150030, Peoples R ChinaNatl NE Agr Univ, Coll Anim Sci, Grassland Res Stn, Harbin 150030, Peoples R China
Shiyomi, M
Tsuiki, M
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机构:Natl NE Agr Univ, Coll Anim Sci, Grassland Res Stn, Harbin 150030, Peoples R China
Tsuiki, M
Tsutsumi, M
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机构:Natl NE Agr Univ, Coll Anim Sci, Grassland Res Stn, Harbin 150030, Peoples R China
Tsutsumi, M
Yu, XR
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机构:Natl NE Agr Univ, Coll Anim Sci, Grassland Res Stn, Harbin 150030, Peoples R China
Yu, XR
Yi, RH
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机构:Natl NE Agr Univ, Coll Anim Sci, Grassland Res Stn, Harbin 150030, Peoples R China
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Bai, Peng
Liu, Xiaomang
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Liu, Xiaomang
Zhang, Yongqiang
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Zhang, Yongqiang
Liu, Changming
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China