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Spatial-Temporal Evolution and Driving Forces of Drying Trends on the Qinghai-Tibet Plateau Based on Geomorphological Division

Author

Listed:
  • Yi Liu

    (College of Tourism and Urban-Rural Planning, Chengdu University of Technology, Chengdu 610059, China)

  • Zhongyun Ni

    (College of Tourism and Urban-Rural Planning, Chengdu University of Technology, Chengdu 610059, China
    College of Earth Sciences, Chengdu University of Technology, Chengdu 610059, China
    School of Geography, Archaeology & Irish Studies, National University of Ireland, Galway (NUIG), H91 CF50 Galway, Ireland)

  • Yinbing Zhao

    (College of Tourism and Urban-Rural Planning, Chengdu University of Technology, Chengdu 610059, China
    College of Earth Sciences, Chengdu University of Technology, Chengdu 610059, China
    School of Geography, Archaeology & Irish Studies, National University of Ireland, Galway (NUIG), H91 CF50 Galway, Ireland
    Human Geography Research Center of Qinghai Tibet Plateau and Its Eastern Margin, Chengdu 610059, China)

  • Guoli Zhou

    (College of Tourism and Urban-Rural Planning, Chengdu University of Technology, Chengdu 610059, China)

  • Yuhao Luo

    (College of Tourism and Urban-Rural Planning, Chengdu University of Technology, Chengdu 610059, China)

  • Shuai Li

    (College of Tourism and Urban-Rural Planning, Chengdu University of Technology, Chengdu 610059, China)

  • Dong Wang

    (College of Earth Sciences, Chengdu University of Technology, Chengdu 610059, China)

  • Shaowen Zhang

    (College of Earth Sciences, Chengdu University of Technology, Chengdu 610059, China)

Abstract

The Qinghai–Tibet Plateau (QTP) is a sensor of global climate change and regional human activities, and drought monitoring will help to achieve its ecological protection and sustainable development. In order to effectively control the geospatial scale effect, we divided the study area into eight geomorphological sub-regions, and calculated the Temperature-Vegetation Drought Index (TVDI) of each geomorphological sub-region based on MODIS Normalized Difference Vegetation Index (NDVI) and Land Surface Temperature (LST) data, and synthesized the TVDI of the whole region. We employed partial and multiple correlation analyses to identify the relationship between TVDI and temperature and precipitation. The random forest model was further used to study the driving mechanism of TVDI in each geomorphological division. The results of the study were as follows: (1) From 2000 to 2019, the QTP showed a drought trend, with the most significant drought trend in the central region. The spatial pattern of TVDI changes of QTP was consistent with the gradient changes of precipitation and temperature, both showing a gradual trend from southeast to northwest. (2) There was a risk of drought in the four seasons of the QTP, and the seasonal variation of TVDI was significant, which was characterized by being relatively dry in spring and summer and relatively humid in autumn and winter. (3) Drought in the QTP was mainly driven by natural factors, supplemented by human factors. The driving effect of temperature and precipitation factors on TVDI was stable and significant, which mainly determined the spatial distribution and variation of TVDI of the QTP. Geomorphological factors led to regional intensification and local differentiation effects of drought, especially in high mountains, flat slopes, sunny slopes and other places, which had a more significant impact on TVDI. Human activities had local point-like and linear impacts, and grass-land and cultivated land that were closely related to the relatively high impacts on TVDI of human grazing and farming activities. In view of the spatial-temporal patterns of change in TVDI in the study area, it is important to strengthen the monitoring and early warning of changes in natural factors, optimize the spatial distribution of human activities, and scientifically promote ecological protection and restoration.

Suggested Citation

  • Yi Liu & Zhongyun Ni & Yinbing Zhao & Guoli Zhou & Yuhao Luo & Shuai Li & Dong Wang & Shaowen Zhang, 2022. "Spatial-Temporal Evolution and Driving Forces of Drying Trends on the Qinghai-Tibet Plateau Based on Geomorphological Division," IJERPH, MDPI, vol. 19(13), pages 1-31, June.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:13:p:7909-:d:850238
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    References listed on IDEAS

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    1. Wen Wang & Ye Zhu & Rengui Xu & Jintao Liu, 2015. "Drought severity change in China during 1961–2012 indicated by SPI and SPEI," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(3), pages 2437-2451, February.
    2. Samaneh Zormand & Reza Jafari & Saeed Soltani Koupaei, 2017. "Assessment of PDI, MPDI and TVDI drought indices derived from MODIS Aqua/Terra Level 1B data in natural lands," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 86(2), pages 757-777, March.
    3. Hamish D. Pritchard, 2017. "Asia’s glaciers are a regionally important buffer against drought," Nature, Nature, vol. 545(7653), pages 169-174, May.
    4. Vinit Jain & R. Pandey & Manoj Jain, 2015. "Spatio-temporal assessment of vulnerability to drought," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 76(1), pages 443-469, March.
    5. Zhang, Qianwen & Gao, Wujun & Su, Shiliang & Weng, Min & Cai, Zhongliang, 2017. "Biophysical and socioeconomic determinants of tea expansion: Apportioning their relative importance for sustainable land use policy," Land Use Policy, Elsevier, vol. 68(C), pages 438-447.
    6. Haixin Liu & Anbing Zhang & Tao Jiang & Haitao Lv & Xinxia Liu & Hefeng Wang, 2016. "The Spatiotemporal Variation of Drought in the Beijing-Tianjin-Hebei Metropolitan Region (BTHMR) Based on the Modified TVDI," Sustainability, MDPI, vol. 8(12), pages 1-15, December.
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