Characterization of elevation and land cover dependent trends of NDVI variations in the Hexi region, northwest China

被引:83
作者
Han, Jing-Cheng [1 ]
Huang, Yuefei [1 ,2 ,3 ]
Zhang, Hua [4 ]
Wu, Xiaofeng [1 ]
机构
[1] Tsinghua Univ, Water Res Ctr, Grad Sch Shenzhen, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Dept Hydraul Engn, State Key Lab Hydrosci & Engn, Beijing 100084, Peoples R China
[3] Qinghai Univ, State Key Lab Plateau Ecol & Agr, Xining 810016, Qinghai, Peoples R China
[4] Texas A&M Univ Corpus Christi, Sch Engn & Comp Sci, Coll Sci & Engn, Corpus Christi, TX 78412 USA
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
NDVI trend; Climate change; Elevation; Land cover; Precipitation; Temperature; CLIMATE-CHANGE; ECOLOGICAL RESPONSES; VEGETATION; DYNAMICS; CORRIDOR; IMPACTS; SIMULATIONS; PHENOLOGY; RAINFALL; DROUGHT;
D O I
10.1016/j.jenvman.2018.11.069
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the arid Hexi Corridor of northwest China, vegetation cover plays a pivotal role in sustaining the unique terrestrial ecosystem. In this paper, vegetation changes during growth season from April to October were investigated through examining the trends in the Normalized Difference Vegetation Index (NDVI) across the Hexi region. Based on the GMMIS NDVI 3g.v1 dataset, NDVI trend and its dependency on elevation and land cover were analyzed for the period 1982-2015 according to multiple statistical tests. Results showed that NDVI exhibited a significantly increasing trend in similar to 70% of the vegetated area, in contrast with a negative trend only in 2.85%. The resulting distinct groups with respect to decreasing, increasing and no trends presented significant differences in elevation and land cover composition, and the correlation between elevation, land cover and NDVI trend magnitude was subjected to precipitation and temperature change. The elevation and grassland cover were found to mainly account for variations in NDVI trend, and increase in elevation and various types of land cover excluding impervious and bare land would facilitate the trend magnitude. The dependency of NDVI trend on elevation and land cover was very vulnerable to increasing air temperature, which triggered an improvement in the vegetable activity to adapt to climate change, especially grass and forest. The contribution of crop and shrub to NDVI change was sensitive to precipitation trend change, but the crop was primarily influenced by human activities. The identified patterns of vegetation change would help to gain insights into the adapting mechanism of the fragile ecosystems in arid areas to changing environmental conditions.
引用
收藏
页码:1037 / 1048
页数:12
相关论文
共 39 条
  • [1] Kriging in the Hydrosciences
    Delhomme, J. P.
    [J]. ADVANCES IN WATER RESOURCES, 1978, 1 (05) : 251 - 266
  • [2] GENETIC MATCHING FOR ESTIMATING CAUSAL EFFECTS: A GENERAL MULTIVARIATE MATCHING METHOD FOR ACHIEVING BALANCE IN OBSERVATIONAL STUDIES
    Diamond, Alexis
    Sekhon, Jasjeet S.
    [J]. REVIEW OF ECONOMICS AND STATISTICS, 2013, 95 (03) : 932 - 945
  • [3] Climate change and the ecological responses in Xinjiang, China: Model. simulations and data analyses
    Fang, Shifeng
    Yan, Jianwu
    Che, Mingliang
    Zhu, Yunqiang
    Liu, Zhihui
    Pei, Huan
    Zhang, Huifang
    Xu, Guang
    Lin, Xiaofeng
    [J]. QUATERNARY INTERNATIONAL, 2013, 311 : 108 - 116
  • [4] Spatio-temporal variation of hydrological drought under climate change during the period 1960-2013 in the Hexi Corridor, China
    Gao Liming
    Zhang Yaonan
    [J]. JOURNAL OF ARID LAND, 2016, 8 (02) : 157 - 171
  • [5] Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data
    Gong, Peng
    Wang, Jie
    Yu, Le
    Zhao, Yongchao
    Zhao, Yuanyuan
    Liang, Lu
    Niu, Zhenguo
    Huang, Xiaomeng
    Fu, Haohuan
    Liu, Shuang
    Li, Congcong
    Li, Xueyan
    Fu, Wei
    Liu, Caixia
    Xu, Yue
    Wang, Xiaoyi
    Cheng, Qu
    Hu, Luanyun
    Yao, Wenbo
    Zhang, Han
    Zhu, Peng
    Zhao, Ziying
    Zhang, Haiying
    Zheng, Yaomin
    Ji, Luyan
    Zhang, Yawen
    Chen, Han
    Yan, An
    Guo, Jianhong
    Yu, Liang
    Wang, Lei
    Liu, Xiaojun
    Shi, Tingting
    Zhu, Menghua
    Chen, Yanlei
    Yang, Guangwen
    Tang, Ping
    Xu, Bing
    Giri, Chandra
    Clinton, Nicholas
    Zhu, Zhiliang
    Chen, Jin
    Chen, Jun
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2013, 34 (07) : 2607 - 2654
  • [6] Guan Q, 2018, REM SENS, V10
  • [7] Quantifying characteristic growth dynamics in a semi-arid grassland ecosystem by predicting short-term NDVI phenology from daily rainfall: a simple four parameter coupled-reservoir model
    Hermance, John F.
    Augustine, David J.
    Derner, Justin D.
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2015, 36 (22) : 5637 - 5663
  • [8] A NONPARAMETRIC TREND TEST FOR SEASONAL DATA WITH SERIAL DEPENDENCE
    HIRSCH, RM
    SLACK, JR
    [J]. WATER RESOURCES RESEARCH, 1984, 20 (06) : 727 - 732
  • [9] TECHNIQUES OF TREND ANALYSIS FOR MONTHLY WATER-QUALITY DATA
    HIRSCH, RM
    SLACK, JR
    SMITH, RA
    [J]. WATER RESOURCES RESEARCH, 1982, 18 (01) : 107 - 121
  • [10] INTERPRETING VEGETATION INDEXES
    JACKSON, RD
    HUETE, AR
    [J]. PREVENTIVE VETERINARY MEDICINE, 1991, 11 (3-4) : 185 - 200