IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i9p3832-d1641331.html
   My bibliography  Save this article

Multi-Source Data-Driven Spatiotemporal Study on Integrated Ecosystem Service Value for Sustainable Ecosystem Management in Lake Dianchi Basin

Author

Listed:
  • Tian Bai

    (College of Landscape and Horticulture, Yunnan Agricultural University, Kunming 650201, China
    These authors contributed equally to this work.)

  • Junming Yang

    (School of Architecture and Engineering, Zhanjiang University of Science and Technology, Zhanjiang 524086, China
    These authors contributed equally to this work.)

  • Xinyu Wang

    (Institute of Landscape Architecture and Landscape Ecology, Hungarian University of Agriculture and Life Sciences, 1114 Budapest, Hungary
    These authors contributed equally to this work.)

  • Rui Su

    (College of Landscape and Horticulture, Yunnan Agricultural University, Kunming 650201, China)

  • Samuel A. Cushman

    (Department of Biology, University of Oxford, Oxford OX1 2JD, UK)

  • Gillian Lawson

    (School of Landscape Architecture, Lincoln University, P.O. Box 85084, Lincoln 7647, New Zealand)

  • Manshu Liu

    (Institute of Landscape Architecture and Landscape Ecology, Hungarian University of Agriculture and Life Sciences, 1114 Budapest, Hungary)

  • Guifang Wang

    (Institute of Landscape Architecture and Landscape Ecology, Hungarian University of Agriculture and Life Sciences, 1114 Budapest, Hungary)

  • Donghui Li

    (College of Landscape and Horticulture, Yunnan Agricultural University, Kunming 650201, China)

  • Jiaxin Wang

    (College of Landscape and Horticulture, Yunnan Agricultural University, Kunming 650201, China)

  • Jingli Zhang

    (College of Landscape and Horticulture, Yunnan Agricultural University, Kunming 650201, China)

  • Yawen Wu

    (College of Landscape and Horticulture, Yunnan Agricultural University, Kunming 650201, China)

Abstract

Ecosystem services are pivotal in assessing environmental health and societal well-being. Focusing on Lake Dianchi Basin (LDB), China, our research evaluated the IESV (Integrated Ecosystem Service Value) from 2000 to 2020, utilizing remote sensing and multiple statistical datasets. The analysis incorporates LSV (Landscape Service Value), CSV (Carbon Sequestration Value), and NPPV (Net Primary Productivity Value). The results show that LSV and CSV exhibited an expansion of low-yield zones near urban areas, contrasted by NPPV’s growth in high-yield outskirt areas. LSV’s normal distribution indicates stability, while CSV’s bimodal structure points to partial integration and systemic divergence. IESV pronounced clustering in both low- and high-yield regions, with low-yield zones congregating near urban centers and high-yield zones dispersed along the basin’s periphery. Despite an overall downward trajectory in IESV, NPPV’s augmentation suggested an underlying systemic resilience. A southeastward shift in IESV’s focus was driven by patterns of urban expansion. Finally, we produced projections with the CA-MC (Cellular Automata–Markov Chain) model to analyze the ongoing distribution of IESV areas around Kunming. By 2030, IESV’s aggregate value is expected to modestly diminish, with NPPV’s ascension mitigating the declines in LSV and CSV. In essence, IESV fluctuations within the LDB are intricately linked to urban development.

Suggested Citation

  • Tian Bai & Junming Yang & Xinyu Wang & Rui Su & Samuel A. Cushman & Gillian Lawson & Manshu Liu & Guifang Wang & Donghui Li & Jiaxin Wang & Jingli Zhang & Yawen Wu, 2025. "Multi-Source Data-Driven Spatiotemporal Study on Integrated Ecosystem Service Value for Sustainable Ecosystem Management in Lake Dianchi Basin," Sustainability, MDPI, vol. 17(9), pages 1-22, April.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:9:p:3832-:d:1641331
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/9/3832/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/17/9/3832/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jiaqi Kang & Linlin Zhang & Qingyan Meng & Hantian Wu & Junyan Hou & Jing Pan & Jiahao Wu, 2025. "Land Use and Carbon Storage Evolution Under Multiple Scenarios: A Spatiotemporal Analysis of Beijing Using the PLUS-InVEST Model," Sustainability, MDPI, vol. 17(4), pages 1-21, February.
    2. Xiaowei Li & Xiubo Yu & Xiyong Hou & Yubin Liu & Hui Li & Yangming Zhou & Shaoxia Xia & Yu Liu & Houlang Duan & Yuyu Wang & Yuehan Dou & Meng Yang & Li Zhang, 2020. "Valuation of Wetland Ecosystem Services in National Nature Reserves in China’s Coastal Zones," Sustainability, MDPI, vol. 12(8), pages 1-17, April.
    3. Long Chen & Changshun Zhang & Gaodi Xie & Chunlan Liu & Haihua Wang & Zheng Li & Sha Pei & Qing Qiao, 2016. "Vegetation Carbon Storage, Spatial Patterns and Response to Altitude in Lancang River Basin, Southwest China," Sustainability, MDPI, vol. 8(2), pages 1-13, January.
    4. Anastasia Mirli & Thomas Bakas & Dionissis Latinopoulos & Ifigenia Kagalou & Mike Spiliotis, 2024. "Participatory Management of a Mediterranean Lagoon Complex Social-Ecological System Using Intuitionistic Fuzzy TOPSIS," Sustainability, MDPI, vol. 16(23), pages 1-21, December.
    5. Yinqiao Zhou & Ming Shao & Xiong Li, 2023. "Temporal and Spatial Evolution, Prediction, and Driving-Factor Analysis of Net Primary Productivity of Vegetation at City Scale: A Case Study from Yangzhou City, China," Sustainability, MDPI, vol. 15(19), pages 1-21, October.
    6. Yingnan Niu & Gaodi Xie & Yu Xiao & Keyu Qin & Shuang Gan & Jingya Liu, 2021. "Spatial and Temporal Changes of Ecosystem Service Value in Airport Economic Zones in China," Land, MDPI, vol. 10(10), pages 1-16, October.
    7. 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.
    8. Yanlong Guo & Peiyu He & Pengyu Chen & Linfu Zhang, 2024. "Ecological Evaluation of Land Resources in the Yangtze River Delta Region by Remote Sensing Observation," Land, MDPI, vol. 13(8), pages 1-17, July.
    9. Wang, Jieyong & Zhang, Ziwen & Liu, Yansui, 2018. "Spatial shifts in grain production increases in China and implications for food security," Land Use Policy, Elsevier, vol. 74(C), pages 204-213.
    10. Xiaoteng Cao & Chaofu Wei & Deti Xie, 2021. "Evaluation of Scale Management Suitability Based on the Entropy-TOPSIS Method," Land, MDPI, vol. 10(4), pages 1-17, April.
    Full references (including those not matched with items on IDEAS)

    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. Shixiong Song & Siyuan Zhao & Ye Zhang & Yongxi Ma, 2023. "Carbon Emissions from Agricultural Inputs in China over the Past Three Decades," Agriculture, MDPI, vol. 13(5), pages 1-12, April.
    2. Shilei Pan & Chenhui Di & Zhiguang Qu & Abbas Ali Chandio & Abdul Rehman & Huaquan Zhang, 2024. "How do agricultural subsidies affect farmers’ non-grain cultivated land production? Evidence from the fourth rural Chinese households panel data survey," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 41(1), pages 1-24, April.
    3. Cao, Jianjun & Wei, Chen & Adamowski, Jan F. & Zhou, Junju & Liu, Chunfang & Zhu, Guofeng & Dong, Xiaogang & Zhang, Xiaofang & Zhao, Huijun & Feng, Qi, 2020. "Could arid and semi-arid abandoned lands prove ecologically or economically valuable if they afford greater soil organic carbon storage than afforested lands in China’s Loess Plateau?," Land Use Policy, Elsevier, vol. 99(C).
    4. Padala Raja Shekar & Aneesh Mathew & Fahdah Falah Ben Hasher & Kaleem Mehmood & Mohamed Zhran, 2025. "Towards Sustainable Development: Ranking of Soil Erosion-Prone Areas Using Morphometric Analysis and Multi-Criteria Decision-Making Techniques," Sustainability, MDPI, vol. 17(5), pages 1-28, March.
    5. Yu, Zhenning & She, Shuoqi & Xia, Chuyu & Luo, Jiaojiao, 2023. "How to solve the dilemma of China’s land fallow policy: Application of voluntary bidding mode in the Yangtze River Delta of China," Land Use Policy, Elsevier, vol. 125(C).
    6. Zhuoya Zhang & Zheneng Hu & Fanglei Zhong & Qingping Cheng & Mingzhu Wu, 2022. "Spatio-Temporal Evolution and Influencing Factors of High Quality Development in the Yunnan–Guizhou, Region Based on the Perspective of a Beautiful China and SDGs," Land, MDPI, vol. 11(6), pages 1-19, May.
    7. Qiuju Wu & Renyi Yang & Zisheng Yang, 2022. "A Study on the Rationality of Land Use Change in the Dianchi Basin during the Last 40 Years under the Background of Lake Revolution," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
    8. Jian, Yuqing & Liu, Zhengjia & Gong, Jianzhou, 2022. "Response of landscape dynamics to socio-economic development and biophysical setting across the farming-pastoral ecotone of northern China and its implications for regional sustainable land management," Land Use Policy, Elsevier, vol. 122(C).
    9. Liu, Yansui & Zhou, Yang, 2021. "Reflections on China's food security and land use policy under rapid urbanization," Land Use Policy, Elsevier, vol. 109(C).
    10. Chen, Xin & Jiang, Li & Zhang, Guoliang & Meng, Lijun & Pan, Zhihua & Lun, Fei & An, Pingli, 2021. "Green-depressing cropping system: A referential land use practice for fallow to ensure a harmonious human-land relationship in the farming-pastoral ecotone of northern China," Land Use Policy, Elsevier, vol. 100(C).
    11. Zhu, Xiaohua & Zhang, Yan & Zhu, Yuanyuan & Li, Yurui & Cui, Jiaxing & Yu, Bohua, 2025. "Multidimensional deconstruction and workable solutions for addressing China's food security issues: From the perspective of sustainable diets," Land Use Policy, Elsevier, vol. 148(C).
    12. Li, Xiaoliang & Wu, Kening & Yang, Qijun & Hao, Shiheng & Feng, Zhe & Ma, Jinliang, 2023. "Quantitative assessment of cultivated land use intensity in Heilongjiang Province, China, 2001–2015," Land Use Policy, Elsevier, vol. 125(C).
    13. Li, Xiaojin & Yang, Yonghui & Zhou, Xinyao & Liu, Linlin & Yang, Yanmin & Han, Shumin & Zhang, Yinsheng, 2024. "Impact of water productivity and irrigated area expansion on irrigation water consumption and food production in China in last four decades," Agricultural Water Management, Elsevier, vol. 304(C).
    14. Wang, Yafei & He, Yao & Fan, Jie & Olsson, Lennart & Scown, Murray, 2024. "Balancing urbanization, agricultural production and ecological integrity: A cross-scale landscape functional and structural approach in China," Land Use Policy, Elsevier, vol. 141(C).
    15. Cai, Liping & Wang, Hui & Liu, Yanxu & Fan, Donglin & Li, Xiaoxiao, 2022. "Is potential cultivated land expanding or shrinking in the dryland of China? Spatiotemporal evaluation based on remote sensing and SVM," Land Use Policy, Elsevier, vol. 112(C).
    16. Zhao, Chunlei & Jia, Xiaoxu & Shao, Ming’an & Zhu, Yuanjun, 2021. "Regional variations in plant-available soil water storage and related driving factors in the middle reaches of the Yellow River Basin, China," Agricultural Water Management, Elsevier, vol. 257(C).
    17. Xie, Xiang-xiang & Zhang, An-lu & Cai, Yin-ying & Zhang, Yu, 2020. "How government-led land consolidation efforts achieve grain production stability? An empirical analysis in Hubei Province, China," Land Use Policy, Elsevier, vol. 97(C).
    18. Zemin Zhang & Changhe Lu, 2019. "Spatio-Temporal Pattern Change of Winter Wheat Production and Its Implications in the North China Plain," Sustainability, MDPI, vol. 11(11), pages 1-14, May.
    19. Songze Wu & Dongyan Wang, 2023. "Storing Grain in the Land: The Gestation, Delineation Framework, and Case of the Two Zones Policy in China," Land, MDPI, vol. 12(4), pages 1-25, April.
    20. Zhu, Ping & Jia, Xiaoxu & Zhao, Chunlei & Shao, Mingan, 2022. "Long-term soil moisture evolution and its driving factors across China’s agroecosystems," Agricultural Water Management, Elsevier, vol. 269(C).

    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:jsusta:v:17:y:2025:i:9:p:3832-:d:1641331. 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.