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Vegetation Dynamics and Climate from A Perspective of Lag-Effect: A Study Case in Loess Plateau, China

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  • Chunyang Liu

    (School of Spatial Information and Geomatics Engineering, Anhui University of Science and Technology, Huainan 232001, China
    Key Laboratory of Aviation-Aerospace-Ground Cooperative Monitoring and Early Warning of Coal Mining-Induced Disasters of Anhui Higher Education Institutes, Anhui University of Science and Technology, Huainan 232001, China)

  • Chao Liu

    (School of Spatial Information and Geomatics Engineering, Anhui University of Science and Technology, Huainan 232001, China
    Key Laboratory of Aviation-Aerospace-Ground Cooperative Monitoring and Early Warning of Coal Mining-Induced Disasters of Anhui Higher Education Institutes, Anhui University of Science and Technology, Huainan 232001, China)

  • Qianqian Sun

    (Faculty of Geosciences and Environmental Engineering, Southwest Jiaotong University, Chengdu 611756, China)

  • Tianyang Chen

    (Department of Geography and Earth Science, University of North Carolina at Charlotte, Charlotte, NC 28223, USA)

  • Ya Fan

    (China Construction Materials and Geological Prospecting Center, Guizhou General Team, Guiyang 551400, China)

Abstract

With global warming, the law of climate change is more and more complex, so it is of great significance to analyze the response mechanism of vegetation change to climate change. The Loess Plateau (LP) is a vulnerable area, but we must explore the mechanism between climate and vegetation for decision-makers to make adequate plans to better govern this population-intensive but ecological-fragile area. Our study analyzed the vegetation variation in a long-term period from 1982 to 2015 and its relationship with precipitation and temperature. We innovatively leverage the weighted time-lag method to detect the different contributions of a specific climatic factor from different months to vegetation growth. Moreover, we used such weighted accumulated climatic factors to find the relationships between precipitation/temperature and different types of vegetation. The main findings are as follows: (i) For different degrees of temperature and precipitation, different vegetation has different performance characteristics in different months from 1982 to 2015. Moreover, precipitation is the major driver of vegetation growth in the LP. (ii) The response of vegetation possesses some time-lag effect on climate and exhibits spatial heterogeneity in the LP, which may be related to the characteristics of different climate zones and different vegetation. (iii) The effect of the same climatic factor on different vegetation accounts for a certain proportion of different months in the LP. Climate possesses a cumulative effect in three months on vegetation and different climatic factors have different time lags to the same vegetation type. It has a complicated interaction between vegetation growth and climate change. This paper uses the weighted time-lag method to investigate the relationship between vegetation growth and climatic factors, whilst considering how the time-lag effect can explain the changes that occur in the process of vegetation growth to a large extent.

Suggested Citation

  • Chunyang Liu & Chao Liu & Qianqian Sun & Tianyang Chen & Ya Fan, 2022. "Vegetation Dynamics and Climate from A Perspective of Lag-Effect: A Study Case in Loess Plateau, China," Sustainability, MDPI, vol. 14(19), pages 1-15, September.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12450-:d:929796
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    References listed on IDEAS

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    1. Lu, C. H. & van Ittersum, M. K. & Rabbinge, R., 2004. "A scenario exploration of strategic land use options for the Loess Plateau in northern China," Agricultural Systems, Elsevier, vol. 79(2), pages 145-170, February.
    2. Richard G. Pearson & Steven J. Phillips & Michael M. Loranty & Pieter S. A. Beck & Theodoros Damoulas & Sarah J. Knight & Scott J. Goetz, 2013. "Shifts in Arctic vegetation and associated feedbacks under climate change," Nature Climate Change, Nature, vol. 3(7), pages 673-677, July.
    3. Valerie A. Barber & Glenn Patrick Juday & Bruce P. Finney, 2000. "Reduced growth of Alaskan white spruce in the twentieth century from temperature-induced drought stress," Nature, Nature, vol. 405(6787), pages 668-673, June.
    4. Shannon M. Sterling & Agnès Ducharne & Jan Polcher, 2013. "The impact of global land-cover change on the terrestrial water cycle," Nature Climate Change, Nature, vol. 3(4), pages 385-390, April.
    5. Brendan Choat & Steven Jansen & Tim J. Brodribb & Hervé Cochard & Sylvain Delzon & Radika Bhaskar & Sandra J. Bucci & Taylor S. Feild & Sean M. Gleason & Uwe G. Hacke & Anna L. Jacobsen & Frederic Len, 2012. "Global convergence in the vulnerability of forests to drought," Nature, Nature, vol. 491(7426), pages 752-755, November.
    6. Meng Wang & Zhengfeng An, 2022. "Regional and Phased Vegetation Responses to Climate Change Are Different in Southwest China," Land, MDPI, vol. 11(8), pages 1-21, July.
    7. Gian-Reto Walther & Eric Post & Peter Convey & Annette Menzel & Camille Parmesan & Trevor J. C. Beebee & Jean-Marc Fromentin & Ove Hoegh-Guldberg & Franz Bairlein, 2002. "Ecological responses to recent climate change," Nature, Nature, vol. 416(6879), pages 389-395, March.
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