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Ecosystem Service Values in the Dongting Lake Eco-Economic Zone and the Synergistic Impact of Its Driving Factors

Author

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  • Guangchao Li

    (College of Geoscience and Surveying Engineering, China University of Mining & Technology, Beijing 100083, China)

  • Wei Chen

    (College of Geoscience and Surveying Engineering, China University of Mining & Technology, Beijing 100083, China)

  • Xuepeng Zhang

    (College of Geoscience and Surveying Engineering, China University of Mining & Technology, Beijing 100083, China)

  • Zhen Yang

    (College of Information Science and Engineering, Henan University of Technology, Zhengzhou 450001, China)

  • Pengshuai Bi

    (College of Geoscience and Surveying Engineering, China University of Mining & Technology, Beijing 100083, China)

  • Zhe Wang

    (College of Geoscience and Surveying Engineering, China University of Mining & Technology, Beijing 100083, China)

Abstract

Ecosystem service values (ESVs) are crucial to ecological conservation and restoration, urban and rural planning, and sustainable development of land. Therefore, it is important to study ESVs and their driving factors in the Dongting Lake Eco-Economic Zone (Dongting Lake). This paper quantifies the changes in ESVs in the Dongting Lake using land use data from 2000, 2005, 2010 and 2018. The eXtreme Gradient Boosting (XGBoost) model is used to study the effects of individual driving factors and the synergistic effects of these driving factors on ESVs. Our analysis suggests that: (1) From 2000 to 2018, the largest dynamic degree values in the Dongting Lake are in unused land types, followed by construction lands and wetlands. The ESVs of the Dongting Lake show an increasing trend, with those of forestlands being the highest, accounting for approximately 44.65% of the total value. Among the ESVs functions, water containment, waste treatment, soil formation and protection, biodiversity conservation and climate regulation contribute the most to ESVs, with a combined contribution of 76.64% to 76.99%; (2) The integrated intensity of anthropogenic disturbance shows a U-shaped spatial distribution, decreasing from U1 to U3. The driving factors in descending order of importance are the human impact index, total primary productivity (GPP), slope, elevation, population, temperature, gross domestic product, precipitation and PM2.5; (3) When the GPP is low (GPP < 900), the SHAP (SHapley Additive exPlanation) value of the high human impact index is greater than zero, indicating that an increase in GPP increases the ESVs in the Dongting Lake. This study can provide technical support and a theoretical basis for ecological environmental protection and ecosystem management in the Dongting Lake.

Suggested Citation

  • Guangchao Li & Wei Chen & Xuepeng Zhang & Zhen Yang & Pengshuai Bi & Zhe Wang, 2022. "Ecosystem Service Values in the Dongting Lake Eco-Economic Zone and the Synergistic Impact of Its Driving Factors," IJERPH, MDPI, vol. 19(5), pages 1-17, March.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:5:p:3121-:d:765516
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    References listed on IDEAS

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    1. Sami Ben Jabeur & Salma Mefteh-Wali & Jean-Laurent Viviani, 2021. "Forecasting gold price with the XGBoost algorithm and SHAP interaction values," Post-Print hal-03331805, HAL.
    2. Lima, Guilherme Theodoro Nascimento Pereira de & Hackbart, Vivian Cristina dos Santos & Bertolo, Lidia Sanches & Santos, Rozely Ferreira dos, 2016. "Identifying driving forces of landscape changes: Historical relationships and the availability of ecosystem services in the Atlantic forest," Ecosystem Services, Elsevier, vol. 22(PA), pages 11-17.
    3. Reynaud, Arnaud & Lanzanova, Denis, 2017. "A Global Meta-Analysis of the Value of Ecosystem Services Provided by Lakes," Ecological Economics, Elsevier, vol. 137(C), pages 184-194.
    4. Ruibo Wang & Xiaojun Xu & Yang Bai & Juha M. Alatalo & Zongbao Yang & Wei Yang & Zhangqian Yang, 2021. "Impacts of Urban Land Use Changes on Ecosystem Services in Dianchi Lake Basin, China," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
    5. Jian Gong & Jingye Li & Jianxin Yang & Shicheng Li & Wenwu Tang, 2017. "Land Use and Land Cover Change in the Qinghai Lake Region of the Tibetan Plateau and Its Impact on Ecosystem Services," IJERPH, MDPI, vol. 14(7), pages 1-21, July.
    6. Sutton, Paul C. & Costanza, Robert, 2002. "Global estimates of market and non-market values derived from nighttime satellite imagery, land cover, and ecosystem service valuation," Ecological Economics, Elsevier, vol. 41(3), pages 509-527, June.
    7. 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.
    8. Wang, Bing & Gao, Peng & Niu, Xiang & Sun, Jianni, 2017. "Policy-driven China’s Grain to Green Program: Implications for ecosystem services," Ecosystem Services, Elsevier, vol. 27(PA), pages 38-47.
    9. Dengyu Yin & Xiaoshun Li & Guie Li & Jian Zhang & Haochen Yu, 2020. "Spatio-Temporal Evolution of Land Use Transition and Its Eco-Environmental Effects: A Case Study of the Yellow River Basin, China," Land, MDPI, vol. 9(12), pages 1-24, December.
    10. Chunyang Guo & Jianhua Gao & Boyan Zhou & Jie Yang, 2021. "Factors of the Ecosystem Service Value in Water Conservation Areas Considering the Natural Environment and Human Activities: A Case Study of Funiu Mountain, China," IJERPH, MDPI, vol. 18(21), pages 1-22, October.
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    1. Juan Shi & Ming Mo & Yimin Xie & Qianying Liao, 2024. "Impacts of Different Tourism Models on Rural Ecosystem Service Value in Ziquejie Terraces," Sustainability, MDPI, vol. 16(12), pages 1-18, June.
    2. Lei Yang & Fenglian Liu, 2022. "Spatio-Temporal Evolution and Driving Factors of Ecosystem Service Value of Urban Agglomeration in Central Yunnan," Sustainability, MDPI, vol. 14(17), pages 1-20, August.
    3. Jingyi Guo & Ling Wang, 2024. "Spatiotemporal Variations in Gross Ecosystem Product and Its Relationship with Economic Growth in Ecologically Vulnerable Watershed Areas: A Case Study of Yongding River Basin," Sustainability, MDPI, vol. 16(21), pages 1-20, October.

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