IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v13y2024i4p535-d1377505.html
   My bibliography  Save this article

Assessment of Uncertainties in Ecological Risk Based on the Prediction of Land Use Change and Ecosystem Service Evolution

Author

Listed:
  • Chang You

    (School of Ethnology and Sociology, Minzu University of China, Beijing 100081, China)

  • Hongjiao Qu

    (School of Ethnology and Sociology, Minzu University of China, Beijing 100081, China)

  • Shidong Zhang

    (College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China)

  • Luo Guo

    (College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China)

Abstract

With the rapid progress in urbanization and economic development, the impact of land use change (LUC) on ecosystem services is becoming increasingly significant. However, the accuracy of ecological risk assessment faces challenges due to the presence of uncertainty factors. Using the PLUS model, this study aims to simulate and predict land use changes (LUCs), focusing on the southern hilly regions in southeastern China as a case study, conducting an in-depth assessment of ecological risk uncertainty. Firstly, a spatiotemporal simulation of LUCs in the southern hilly region from 1990 to 2030 was conducted under multiple scenarios. Subsequently, differences in the spatial and temporal distribution of ecosystem service value (ESV) across different years and forecast scenarios in the southern hilly region were revealed, followed by a detailed analysis of the impact of LUCs on ESV. Finally, by calculating the Ecological Risk Index (ERI), the study systematically analyzed the evolution trend of ecological risk in the southern hilly region of China from 1990 to 2030. The main research findings are as follows: (1) the conversion proportions of different land use types vary significantly under different scenarios. Compared to 2020, under the 2030 National Development Scenarios (NDSs), there has been a slight decrease of around 3% in the total conversion area of farmland, forest, and grassland. However, under the Ecological Protection Scenario (EPS) and Urban Development Scenario (UDS) scenarios, there has been an increase in the area of forest and grassland, with a rise of approximately 1.5% in converted built-up land. (2) Western cities (e.g., Yueyang and Yiyang), central cities (e.g., Jiujiang), and northeastern cities (e.g., Suzhou) of China exhibit a relatively high ESV distribution, while ESV significantly decreased overall from 2010 to 2020. However, under the EPS and UDS, ESV shows a significant increasing trend, suggesting that these two scenarios may play a crucial role in ecosystem restoration. (3) The conversion of forest and water bodies to farmland has the most significant inhibitory effect on ESV, especially during the period from 1990 to 2000, providing substantial data support for relevant policy formulation. (4) From 1990 to 2030, ecological risk gradually increased in western, central, and southwestern cities of the southern hilly region, with the highest ecological risk values under the EPS scenario in northern cities (e.g., Chizhou and Tongling). Under the UDS scenario, there has been a significant decrease in ecological risk, providing valuable insights for future ecological conservation and sustainable development. However, a limitation lies in the need for further enhancement of the scenario’s simulation authenticity. This study offers a new perspective for understanding the impact of LUCs on ecosystem services and the uncertainty of ecological risks, providing crucial reference points for land resource management and the formulation of ecological conservation policies.

Suggested Citation

  • Chang You & Hongjiao Qu & Shidong Zhang & Luo Guo, 2024. "Assessment of Uncertainties in Ecological Risk Based on the Prediction of Land Use Change and Ecosystem Service Evolution," Land, MDPI, vol. 13(4), pages 1-21, April.
  • Handle: RePEc:gam:jlands:v:13:y:2024:i:4:p:535-:d:1377505
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/13/4/535/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/13/4/535/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Solovjova, N.V., 2019. "Ecological risk modelling in developing resources of ecosystems characterized by varying vulnerability levels," Ecological Modelling, Elsevier, vol. 406(C), pages 60-72.
    2. Mansour, Shawky & Al-Belushi, Mohammed & Al-Awadhi, Talal, 2020. "Monitoring land use and land cover changes in the mountainous cities of Oman using GIS and CA-Markov modelling techniques," Land Use Policy, Elsevier, vol. 91(C).
    3. Shifaw, Eshetu & Sha, Jinming & Li, Xiaomei & Bao, Zhongcong & Zhou, Zhenglong, 2019. "An insight into land-cover changes and their impacts on ecosystem services before and after the implementation of a comprehensive experimental zone plan in Pingtan island, China," Land Use Policy, Elsevier, vol. 82(C), pages 631-642.
    4. Negasi Solomon & Alcade C. Segnon & Emiru Birhane, 2019. "Ecosystem Service Values Changes in Response to Land-Use/Land-Cover Dynamics in Dry Afromontane Forest in Northern Ethiopia," IJERPH, MDPI, vol. 16(23), pages 1-15, November.
    5. Lippe, Melvin & Rummel, Lisa & Günter, Sven, 2022. "Simulating land use and land cover change under contrasting levels of policy enforcement and its spatially-explicit impact on tropical forest landscapes in Ecuador," Land Use Policy, Elsevier, vol. 119(C).
    6. Wenbo Cai & Wei Jiang & Hongyu Du & Ruishan Chen & Yongli Cai, 2021. "Assessing Ecosystem Services Supply-Demand (Mis)Matches for Differential City Management in the Yangtze River Delta Urban Agglomeration," IJERPH, MDPI, vol. 18(15), pages 1-22, July.
    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. Yan Zhou & Tao Chen & Jingjing Wang & Xiaolan Xu, 2023. "Analyzing the Factors Driving the Changes of Ecosystem Service Value in the Liangzi Lake Basin—A GeoDetector-Based Application," Sustainability, MDPI, vol. 15(22), pages 1-15, November.
    2. Qing Liu & Dongdong Yang & Lei Cao & Bruce Anderson, 2022. "Assessment and Prediction of Carbon Storage Based on Land Use/Land Cover Dynamics in the Tropics: A Case Study of Hainan Island, China," Land, MDPI, vol. 11(2), pages 1-24, February.
    3. Zhang, Zuo & Li, Jiaming, 2022. "Spatial suitability and multi-scenarios for land use: Simulation and policy insights from the production-living-ecological perspective," Land Use Policy, Elsevier, vol. 119(C).
    4. Abdulaziz I. Almulhim & Simon Elias Bibri & Ayyoob Sharifi & Shakil Ahmad & Khalid Mohammed Almatar, 2022. "Emerging Trends and Knowledge Structures of Urbanization and Environmental Sustainability: A Regional Perspective," Sustainability, MDPI, vol. 14(20), pages 1-23, October.
    5. Yangyang Yuan & Yuchen Yang & Ruijun Wang & Yuning Cheng, 2022. "Predicting Rural Ecological Space Boundaries in the Urban Fringe Area Based on Bayesian Network: A Case Study in Nanjing, China," Land, MDPI, vol. 11(11), pages 1-24, October.
    6. Milad Asadi & Amir Oshnooei-Nooshabadi & Samira-Sadat Saleh & Fattaneh Habibnezhad & Sonia Sarafraz-Asbagh & John Lodewijk Van Genderen, 2022. "Urban Sprawl Simulation Mapping of Urmia (Iran) by Comparison of Cellular Automata–Markov Chain and Artificial Neural Network (ANN) Modeling Approach," Sustainability, MDPI, vol. 14(23), pages 1-16, November.
    7. Maira Masood & Chunguang He & Shoukat Ali Shah & Syed Aziz Ur Rehman, 2024. "Land Use Change Impacts over the Indus Delta: A Case Study of Sindh Province, Pakistan," Land, MDPI, vol. 13(7), pages 1-25, July.
    8. Appiah, Michael & Li, Mingxing & Sehrish, Saba & Abaji, Emad Eddin, 2023. "Investigating the connections between innovation, natural resource extraction, and environmental pollution in OECD nations; examining the role of capital formation," Resources Policy, Elsevier, vol. 81(C).
    9. Changqing Sun & Yulong Bao & Battsengel Vandansambuu & Yuhai Bao, 2022. "Simulation and Prediction of Land Use/Cover Changes Based on CLUE-S and CA-Markov Models: A Case Study of a Typical Pastoral Area in Mongolia," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
    10. Tianlin Zhai & Jing Wang & Ying Fang & Jingjing Liu & Longyang Huang & Kun Chen & Chenchen Zhao, 2021. "Identification and Prediction of Wetland Ecological Risk in Key Cities of the Yangtze River Economic Belt: From the Perspective of Land Development," Sustainability, MDPI, vol. 13(1), pages 1-17, January.
    11. Wang, Shunke & Chang, Jingjing & Xue, Jie & Sun, Huaiwei & Zeng, Fanjiang & Liu, Lei & Liu, Xin & Li, Xinxin, 2024. "Coupling behavioral economics and water management policies for agricultural land-use planning in basin irrigation districts: Agent-based socio-hydrological modeling and application," Agricultural Water Management, Elsevier, vol. 298(C).
    12. Suling He & Jinliang Wang & Jie Li & Jinming Sha & Jinchun Zhou & Yuanmei Jiao, 2024. "Quantification and Simulation of the Ecosystem Service Value of Karst Region in Southwest China," Land, MDPI, vol. 13(6), pages 1-21, June.
    13. 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).
    14. Junjun Fang & Xiaomei Li & Jinming Sha & Taifeng Dong & Jiali Shang & Eshetu Shifaw & Yung-Chih Su & Jinliang Wang, 2023. "Regional-Scale Topsoil Organic Matter Estimation Based on a Geographic Detector Model Using Landsat Data, Pingtan Island, Fujian, China," Sustainability, MDPI, vol. 15(11), pages 1-18, May.
    15. Yunzhi Zhang & Tongyan Zheng & Chen Yu & Jing Ren & Xuegang Gong & Hao Wang & Yihao Duan, 2023. "Multi-Perspective Analysis of Land Changes in the Transitional Zone between the Mu Us Desert and the Loess Plateau in China from 2000 to 2020," Land, MDPI, vol. 12(5), pages 1-16, May.
    16. Henghui Xi & Wanglai Cui & Li Cai & Mengyuan Chen & Chenglei Xu, 2021. "Evaluation and Prediction of Ecosystem Service Value in the Zhoushan Islands Based on LUCC," Sustainability, MDPI, vol. 13(4), pages 1-13, February.
    17. Liu Yang & Hongzan Jiao, 2022. "Spatiotemporal Changes in Ecosystem Services Value and Its Driving Factors in the Karst Region of China," Sustainability, MDPI, vol. 14(11), pages 1-21, May.
    18. Li, Long & Huang, Xianjin & Yang, Hong, 2023. "Optimizing land use patterns to improve the contribution of land use planning to carbon neutrality target," Land Use Policy, Elsevier, vol. 135(C).
    19. Kumar Ashwini & Briti Sundar Sil & Abdulla Al Kafy & Hamad Ahmed Altuwaijri & Hrithik Nath & Zullyadini A. Rahaman, 2024. "Harnessing Machine Learning Algorithms to Model the Association between Land Use/Land Cover Change and Heatwave Dynamics for Enhanced Environmental Management," Land, MDPI, vol. 13(8), pages 1-30, August.
    20. Ayazli, Ismail Ercument, 2024. "Investigating the interactions between spatiotemporal land use/land cover dynamics and private land ownership," Land Use Policy, Elsevier, vol. 141(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:jlands:v:13:y:2024:i:4:p:535-:d:1377505. 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.