Alpine vegetation phenology dynamic over 16 years and its covariation with climate in a semi-arid region of China

被引:76
作者
Zhou, Jihua [1 ,2 ]
Cai, Wentao [1 ,2 ]
Qin, Yue [3 ]
Lai, Liming [1 ]
Guan, Tianyu [1 ,2 ]
Zhang, Xiaolong [1 ,2 ]
Jiang, Lianhe [1 ]
Du, Hui [1 ]
Yang, Dawen [3 ]
Cong, Zhentao [3 ]
Zheng, Yuanrun [1 ]
机构
[1] Chinese Acad Sci, Inst Bot, Key Lab Resource Plants, Beijing Bot Garden,Wes China Subalpine Bot Garden, Beijing 100093, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[3] Tsinghua Univ, Dept Hydraul Engn, State Key Lab Hydrosci & Engn, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Heihe River; Phenology; Remote sensing; Alpine vegetation; Normalized Difference Vegetation Index; Climate variability; LAND-SURFACE PHENOLOGY; MOUNTAIN REGIONS; TIBETAN PLATEAU; FEEDBACKS; INDEX; ECOSYSTEMS; RESPONSES; GRADIENT; FORESTS; EARTH;
D O I
10.1016/j.scitotenv.2016.07.206
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Vegetation phenology is a sensitive indicator of ecosystem response to climate change, and plays an important role in the terrestrial biosphere. Improving our understanding of alpine vegetation phenology dynamics and the correlation with climate and grazing is crucial for high mountains in arid areas subject to climatic warming. Using a time series of SPOT Normalized Difference Vegetation Index (NDVI) data from 1998 to 2013, the start of the growing season (SOS), end of the growing season (EOS), growing season length (GSL), and maximum NDVI (MNDVI) were extracted using a threshold-based method for six vegetation groups in the Heihe River headwaters. Spatial and temporal patterns of SOS, EOS, GSL, MNDVI, and correlations with climatic factors and livestock production were analyzed. The MNDVI increased significantly in 58% of the study region, whereas SOS, EOS, and GSL changed significantly in <5% of the region. The MNDVI in five vegetation groups increased significantly by a range from 0.045 to 0.075. No significant correlation between SOS and EOS was observed in any vegetation group. The SOS and GSL were highly correlated with temperature in May and April-May, whereas MNDVI was correlated with temperature in August and July-August. The EOS of different vegetation groups was correlated with different climatic variables. Maximum and minimum temperature, accumulated temperature, and effective accumulated temperature showed stronger correlations with phenological metrics compared with those of mean temperature, and should receive greater attention in phenology modeling in the future. Meat and milk production were significantly correlated with the MNDVI of scrub, steppe, and meadow. Although the MNDVI increased in recent years, ongoing monitoring for rangeland degradation is recommended. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:119 / 128
页数:10
相关论文
共 55 条
  • [1] THE THEIL-SEN ESTIMATOR WITH DOUBLY CENSORED-DATA AND APPLICATIONS TO ASTRONOMY
    AKRITAS, MG
    MURPHY, SA
    LAVALLEY, MP
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (429) : 170 - 177
  • [2] [Anonymous], 2013, Climate Change 2013, V5, DOI DOI 10.1017/CBO9781107415324
  • [3] Forests and climate change: Forcings, feedbacks, and the climate benefits of forests
    Bonan, Gordon B.
    [J]. SCIENCE, 2008, 320 (5882) : 1444 - 1449
  • [4] Modified de Martonne aridity index: Application to the Napa Basin, California
    Botzan, TM
    Marino, MA
    Necula, AI
    [J]. PHYSICAL GEOGRAPHY, 1998, 19 (01) : 55 - 70
  • [5] Using phenocams to monitor our changing Earth: toward a global phenocam network
    Brown, Tim B.
    Hultine, Kevin R.
    Steltzer, Heidi
    Denny, Ellen G.
    Denslow, Michael W.
    Granados, Joel
    Henderson, Sandra
    Moore, David
    Nagai, Shin
    SanClements, Michael
    Sanchez-Azofeifa, Arturo
    Sonnentag, Oliver
    Tazik, David
    Richardson, Andrew D.
    [J]. FRONTIERS IN ECOLOGY AND THE ENVIRONMENT, 2016, 14 (02) : 84 - 93
  • [6] Integrated study of the water-ecosystem-economy in the Heihe River Basin
    Cheng, Guodong
    Li, Xin
    Zhao, Wenzhi
    Xu, Zhongmin
    Feng, Qi
    Xiao, Shengchun
    Xiao, Honglang
    [J]. NATIONAL SCIENCE REVIEW, 2014, 1 (03) : 413 - 428
  • [7] Changes in satellite-derived spring vegetation green-up date and its linkage to climate in China from 1982 to 2010: a multimethod analysis
    Cong, Nan
    Wang, Tao
    Nan, Huijuan
    Ma, Yuecun
    Wang, Xuhui
    Myneni, Ranga B.
    Piao, Shilong
    [J]. GLOBAL CHANGE BIOLOGY, 2013, 19 (03) : 881 - 891
  • [8] Dai S.P., 2010, ARID ZONE RES, P27
  • [9] Detecting the effects of climate change on canopy phenology in coniferous forests in semi-arid mountain regions of China
    Du, Jun
    He, Zhibin
    Yang, Junjun
    Chen, Longfei
    Zhu, Xi
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2014, 35 (17) : 6490 - 6507
  • [10] Fu Y., 2014, PLOS ONE, V9