A Decade's Change in Vegetation Productivity and Its Response to Climate Change over Northeast China

被引:20
|
作者
Yan, Min [1 ]
Xue, Mei [2 ]
Zhang, Li [1 ]
Tian, Xin [3 ]
Chen, Bowei [1 ]
Dong, Yuqi [1 ]
机构
[1] Chinese Acad Sci, Aerosp Informat Res Inst, Kay Lab Digital Earth Sci, Beijing 100094, Peoples R China
[2] CNIPA, Patent Off, Patent Examinat Cooperat Beijing Ctr, Beijing 100160, Peoples R China
[3] Chinese Acad Forestry, Inst Forest Resource Informat Tech, Beijing 100091, Peoples R China
来源
PLANTS-BASEL | 2021年 / 10卷 / 05期
基金
中国国家自然科学基金;
关键词
vegetation net primary productivity; BEPS; partial correlation analysis; lag analysis; NET PRIMARY PRODUCTIVITY; MODEL; NDVI; TEMPERATURE; SIMULATION; SATELLITE; QUANTIFY; IMPACTS; FORESTS; BALANCE;
D O I
10.3390/plants10050821
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
In this study, we simulated vegetation net primary productivity (NPP) using the boreal ecosystem productivity simulator (BEPS) between 2003 and 2012 over Northeast China, a region that is significantly affected by climate change. The NPP was then validated against the measurements that were calculated from tree ring data, with a determination coefficient (R-2) = 0.84 and the root mean square error (RMSE) = 42.73 gC/m(2).a. Overall, the NPP showed an increasing trend over Northeast China, with the average rate being 4.48 gC/m(2).a. Subsequently, partial correlation and lag analysis were conducted between the NPP and climatic factors. The partial correlation analysis suggested that temperature was the predominant factor that accounted for changes in the forest NPP. Solar radiation was the main factor that affected the forest NPP, and the grass NPP was the most closely associated with precipitation. The relative humidity substantially affected the annual variability of the shrub and crop NPPs. The lag time of the NPP related to precipitation increased with the vegetation growth, and it was found that the lag period of the forest was longer than that of grass and crops, whereas the cumulative lag month of the forest was shorter. This comprehensive analysis of the response of the vegetation NPP to climate change can provide scientific references for the managing departments that oversee relevant resources.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Vegetation dynamics and its response to climate change in Central Asia
    Gang Yin
    Zengyun Hu
    Xi Chen
    Tashpolat Tiyip
    [J]. Journal of Arid Land, 2016, 8 : 375 - 388
  • [42] STUDY ON THE TREND OF VEGETATION PHENOLOGICAL CHANGE AND ITS RESPONSE TO CLIMATE CHANGE IN CHANGBAI MOUNTAINS
    Wang, Yanying
    Hou, Guanglei
    Zhao, Jianjun
    Chen, Tingting
    Zhang, Hongyan
    [J]. FRESENIUS ENVIRONMENTAL BULLETIN, 2015, 24 (6A): : 2193 - 2202
  • [43] Dynamics of Vegetation Greenness and Its Response to Climate Change in Xinjiang over the Past Two Decades
    Xue, Jie
    Wang, Yanyu
    Teng, Hongfen
    Wang, Nan
    Li, Danlu
    Peng, Jie
    Biswas, Asim
    Shi, Zhou
    [J]. REMOTE SENSING, 2021, 13 (20)
  • [44] Response of vegetation distribution, ecosystem productivity, and fire to climate change scenarios for California
    James M. Lenihan
    Dominique Bachelet
    Ronald P. Neilson
    Raymond Drapek
    [J]. Climatic Change, 2008, 87 : 215 - 230
  • [45] Response of vegetation distribution, ecosystem productivity, and fire to climate change scenarios for California
    Lenihan, James M.
    Bachelet, Dominique
    Neilson, Ronald P.
    Drapek, Raymond
    [J]. CLIMATIC CHANGE, 2008, 87 (Suppl 1) : S215 - S230
  • [46] Mechanisms of vegetation response to climate change
    Grime, P
    [J]. PAST AND FUTURE RAPID ENVIRONMENTAL CHANGES: THE SPATIAL AND EVOLUTIONARY RESPONSES OF TERRESTRIAL BIOTA, 1997, 47 : 195 - 204
  • [47] Trends of vegetation dynamics and its response to climate change in Pearl River Basin of southwestern China
    Zhenfeng Wei
    Yunyun Zheng
    Rui Zhang
    Lei Du
    Qunying Huang
    Shixin Yang
    [J]. Arabian Journal of Geosciences, 2022, 15 (5)
  • [48] Dynamic change of vegetation and its response to climate and topographic factors in the Xijiang River basin, China
    Jia, Lu
    Li, Zhan-bin
    Xu, Guo-ce
    Ren, Zong-ping
    Li, Peng
    Cheng, Yu-ting
    Zhang, Yi-xin
    Wang, Bin
    Zhang, Jia-xin
    Yu, Shu
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2020, 27 (11) : 11637 - 11648
  • [49] Dynamic change of vegetation and its response to climate and topographic factors in the Xijiang River basin, China
    Lu Jia
    Zhan-bin Li
    Guo-ce Xu
    Zong-ping Ren
    Peng Li
    Yu-ting Cheng
    Yi-xin Zhang
    Bin Wang
    Jia-xin Zhang
    Shu Yu
    [J]. Environmental Science and Pollution Research, 2020, 27 : 11637 - 11648
  • [50] Spatiotemporal variation in vegetation phenology and its response to climate change in marshes of Sanjiang Plain, China
    Liu, Yiwen
    Shen, Xiangjin
    Zhang, Jiaqi
    Wang, Yanji
    Wu, Liyuan
    Ma, Rong
    Lu, Xianguo
    Jiang, Ming
    [J]. ECOLOGY AND EVOLUTION, 2023, 13 (01):