IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v13y2024i4p533-d1377331.html
   My bibliography  Save this article

Research on the Impact of Climate Change and Human Activities on the NDVI of Arid Areas—A Case Study of the Shiyang River Basin

Author

Listed:
  • Xing Li

    (State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, China)

  • Yong Wang

    (State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, China)

  • Yong Zhao

    (State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, China)

  • Jiaqi Zhai

    (State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, China)

  • Yuan Liu

    (State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, China)

  • Shuying Han

    (State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, China)

  • Kuan Liu

    (State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, China
    State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300072, China)

Abstract

Arid zone ecosystems, integral to terrestrial systems, exhibit relatively low stability and are prone to influences from human activities and climate change. To elucidate the influence on the ecological environment of the arid zone by climate change and human activities, the paper takes normalized difference vegetation index (NDVI) as an evaluation index of the ecosystem and uses trend analysis to evaluation of NDVI variation characteristics in the Shiyang River Basin (SRB) from 1990 to 2020. Simultaneously using methods such as partial correlation analysis and residual analysis to evaluate the impact of climate change and human activities on NDVI changes. This study yielded several key findings: (1) The NDVI in the SRB exhibits an increasing trend of 0.034/10a in the interannual variation. (2) The relation cooperatives between NDVI and the deviation of precipitation and temperature in the SRB range from −0.735 to 0.770 and −0.602 to 0.773, respectively. (3) The changes in land use and groundwater depth in the SRB have a certain impact on NDVI changes. (4) The proportion of areas with significant contributions (contribution rate greater than 60%) from climate change and human activities to NDVI change is 33.5% and 22.5%, respectively.

Suggested Citation

  • Xing Li & Yong Wang & Yong Zhao & Jiaqi Zhai & Yuan Liu & Shuying Han & Kuan Liu, 2024. "Research on the Impact of Climate Change and Human Activities on the NDVI of Arid Areas—A Case Study of the Shiyang River Basin," Land, MDPI, vol. 13(4), pages 1-17, April.
    • Handle: RePEc:gam:jlands:v:13:y:2024:i:4:p:533-:d:1377331
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/13/4/533/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/13/4/533/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mojtaba Shadmani & Safar Marofi & Majid Roknian, 2012. "Trend Analysis in Reference Evapotranspiration Using Mann-Kendall and Spearman’s Rho Tests in Arid Regions of Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(1), pages 211-224, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Honghua Xia & Yingqing Su & Linshan Yang & Qi Feng & Wei Liu & Jian Ma, 2024. "Effects of Climate Change and Human Activities on Streamflow in Arid Alpine Water Source Regions: A Case Study of the Shiyang River, China," Land, MDPI, vol. 13(11), pages 1-18, November.
    2. Gang Wang & Anlan Feng & Lei Xu & Qiang Zhang & Wenlong Song & Vijay P. Singh & Wenhuan Wu & Kaiwen Zhang & Shuai Sun, 2025. "Increasing Selin Co Lake Area in the Tibet Plateau with Its Moisture Cycle," Sustainability, MDPI, vol. 17(5), pages 1-19, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Weibin Zhang & Xiaochun Zha & Jiaxing Li & Wei Liang & Yugai Ma & Dongmei Fan & Sha Li, 2014. "Spatiotemporal Change of Blue Water and Green Water Resources in the Headwater of Yellow River Basin, China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(13), pages 4715-4732, October.
    2. Naiyi Liu & Yunhe Wu & Wenbo Li & Zihan Liu, 2025. "Temporal Trends in Biodiversity Intactness Vary with Baseline Levels Across Regions and Climates," Land, MDPI, vol. 14(6), pages 1-22, June.
    3. Md. Kamruzzaman & A. T. M. Sakiur Rahman & Md. Shakil Ahmed & Md. Enamul Kabir & Quamrul Hasan Mazumder & M. Sayedur Rahman & Chowdhury Sarwar Jahan, 2018. "Spatio-temporal analysis of climatic variables in the western part of Bangladesh," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(1), pages 89-108, February.
    4. Jiaxuan Chang & Xuefeng Sang & Junlin Qu & Yangwen Jia & Lin Wang & Haokai Ding, 2025. "Hierarchical Temporal-Scale Framework for Real-Time Streamflow Prediction in Reservoir-Regulated Basins," Sustainability, MDPI, vol. 17(9), pages 1-22, April.
    5. Zhang, Lei & Traore, Seydou & Cui, Yuanlai & Luo, Yufeng & Zhu, Ge & Liu, Bo & Fipps, Guy & Karthikeyan, R. & Singh, Vijay, 2019. "Assessment of spatiotemporal variability of reference evapotranspiration and controlling climate factors over decades in China using geospatial techniques," Agricultural Water Management, Elsevier, vol. 213(C), pages 499-511.
    6. Shih-Lun Fang & Yi-Shan Lin & Sheng-Chih Chang & Yi-Lung Chang & Bing-Yun Tsai & Bo-Jein Kuo, 2024. "Using Artificial Intelligence Algorithms to Estimate and Short-Term Forecast the Daily Reference Evapotranspiration with Limited Meteorological Variables," Agriculture, MDPI, vol. 14(4), pages 1-20, March.
    7. Shih-Lun Fang & Bing-Yun Tsai & Chun-Yi Wu & Sheng-Chih Chang & Yi-Lung Chang & Bo-Jein Kuo, 2025. "The Effect of Climate Change on Important Climate Variables in Taiwan and Its Potential Impact on Crop Production," Agriculture, MDPI, vol. 15(7), pages 1-22, April.
    8. Wei Liang & Dan Bai & Zhao Jin & Yuchi You & Jiaxing Li & Yuting Yang, 2015. "A Study on the Streamflow Change and its Relationship with Climate Change and Ecological Restoration Measures in a Sediment Concentrated Region in the Loess Plateau, China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(11), pages 4045-4060, September.
    9. Yavuz Selim Güçlü, 2018. "Alternative Trend Analysis: Half Time Series Methodology," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(7), pages 2489-2504, May.
    10. Sakiba Nabi & Manzoor Ahmad Ahanger & Abdul Qayoom Dar, 2023. "Spatio-temporal variability of temperature and precipitation in a Himalayan watershed," 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. 115(2), pages 1743-1760, January.
    11. Nur Mohamed Muse & Gokmen Tayfur & Mir Jafar Sadegh Safari, 2023. "Meteorological Drought Assessment and Trend Analysis in Puntland Region of Somalia," Sustainability, MDPI, vol. 15(13), pages 1-23, July.
    12. Jian Tang & Xin-An Yin & Pan Yang & ZhiFeng Yang, 2014. "Assessment of Contributions of Climatic Variation and Human Activities to Streamflow Changes in the Lancang River, China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(10), pages 2953-2966, August.
    13. Brian Thomas & James Famiglietti, 2015. "Sustainable Groundwater Management in the Arid Southwestern US: Coachella Valley, California," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(12), pages 4411-4426, September.
    14. Xiaodong Ren & Diogo S. Martins & Zhongyi Qu & Paula Paredes & Luis S. Pereira, 2016. "Daily Reference Evapotranspiration for Hyper-Arid to Moist Sub-Humid Climates in Inner Mongolia, China: II. Trends of ETo and Weather Variables and Related Spatial Patterns," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(11), pages 3793-3814, September.
    15. Muhammad Imran Khan & Dong Liu & Qiang Fu & Shuhua Dong & Umar Waqas Liaqat & Muhammad Abrar Faiz & Yuxiang Hu & Qaisar Saddique, 2016. "Recent Climate Trends and Drought Behavioral Assessment Based on Precipitation and Temperature Data Series in the Songhua River Basin of China," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(13), pages 4839-4859, October.
    16. Muhammad Waseem & Ijaz Ahmad & Ahmad Mujtaba & Muhammad Tayyab & Chen Si & Haishen Lü & Xiaohua Dong, 2020. "Spatiotemporal Dynamics of Precipitation in Southwest Arid-Agriculture Zones of Pakistan," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    17. Mohammad Valipour, 2014. "Use of average data of 181 synoptic stations for estimation of reference crop evapotranspiration by temperature-based methods," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(12), pages 4237-4255, September.
    18. Arash Malekian & Majid Kazemzadeh, 2016. "Spatio-Temporal Analysis of Regional Trends and Shift Changes of Autocorrelated Temperature Series in Urmia Lake Basin," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(2), pages 785-803, January.
    19. Khanmohammadi, Neda & Rezaie, Hossein & Montaseri, Majid & Behmanesh, Javad, 2017. "The effect of reference-condition-based temperature modification on the trend of reference evapotranspiration in arid and semi-arid regions," Agricultural Water Management, Elsevier, vol. 194(C), pages 204-213.
    20. Pratik Pathak & Ajay Kalra & Sajjad Ahmad & Miguel Bernardez, 2016. "Wavelet-Aided Analysis to Estimate Seasonal Variability and Dominant Periodicities in Temperature, Precipitation, and Streamflow in the Midwestern United States," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(13), pages 4649-4665, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:13:y:2024:i:4:p:533-:d:1377331. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.