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Impact Mechanism of the Ecological Vulnerability of Highly Developed Islands Based on the Bayesian Network Model—Applied to the Changshan Islands

Author

Listed:
  • Keyu Qin

    (Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
    University of Chinese Academy of Sciences, Beijing 100049, China)

  • Haijun Huang

    (Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
    University of Chinese Academy of Sciences, Beijing 100049, China
    Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
    Laboratory for Marine Geology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266061, China)

  • Jingya Liu

    (University of Chinese Academy of Sciences, Beijing 100049, China
    Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China)

  • Liwen Yan

    (Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
    University of Chinese Academy of Sciences, Beijing 100049, China
    Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China)

  • Yanxia Liu

    (Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
    University of Chinese Academy of Sciences, Beijing 100049, China
    Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China)

  • Haibo Bi

    (Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
    University of Chinese Academy of Sciences, Beijing 100049, China
    Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China)

  • Zehua Zhang

    (Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
    University of Chinese Academy of Sciences, Beijing 100049, China
    Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China)

  • Yi Zhang

    (Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
    University of Chinese Academy of Sciences, Beijing 100049, China
    Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
    College of Ocean Science and Engineering, Shandong University of Science and Technology, Qingdao 266000, China)

Abstract

Islands are one of the most sensitive interfaces between global changes and land and sea dynamic effects, with high sensitivity and low stability. Therefore, under the dynamic coupling effect of human activities and frequent natural disasters, the vulnerability of the ecological environment of islands shows the characteristics of complexity and diversity. For the protection of island ecosystems, a system for the assessment of island ecosystems and studies on the mechanism of island ecological vulnerability are highly crucial. In this study, the North and South Changshan Islands of China were selected as the study area. Considering various impact factors of island ecological vulnerability, the geographical information systems (GIS) spatial analysis, field surveys, data sampling were used to evaluate island ecological vulnerability. The Bayesian network model was used to explore the impact mechanism of ecological vulnerability. The results showed that the ecological vulnerability of the North Changshan Island is higher than that of the South Changshan Island. Among all the indicators, the proportion of net primary productivity (NPP) and the steep slope has the strongest correlation with ecological vulnerability. This study can be used as references in the relevant departments to formulate management policies and promote the sustainable development of islands and their surrounding waters

Suggested Citation

  • Keyu Qin & Haijun Huang & Jingya Liu & Liwen Yan & Yanxia Liu & Haibo Bi & Zehua Zhang & Yi Zhang, 2021. "Impact Mechanism of the Ecological Vulnerability of Highly Developed Islands Based on the Bayesian Network Model—Applied to the Changshan Islands," IJERPH, MDPI, vol. 18(8), pages 1-24, April.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:8:p:4150-:d:536131
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    References listed on IDEAS

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    1. Patrick Guillaumont, 2010. "Assessing the Economic Vulnerability of Small Island Developing States and Least Developed Countries," Post-Print hal-00594797, HAL.
    2. Patrick Guillaumont, 2010. "Assessing the Economic Vulnerability of Small Island Developing States and the Least Developed Countries," Journal of Development Studies, Taylor & Francis Journals, vol. 46(5), pages 828-854.
    3. Baiqing Sun & Xin Ma & Martin de Jong & Xin Bao, 2019. "Assessment on Island Ecological Vulnerability to Urbanization: A Tale of Chongming Island, China," Sustainability, MDPI, vol. 11(9), pages 1-23, May.
    4. Mark McGillivray & Wim Naude & Amelia Santos-Paulino, 2010. "Vulnerability, Trade, Financial Flows and State Failure in Small Island Developing States," Journal of Development Studies, Taylor & Francis Journals, vol. 46(5), pages 815-827.
    5. Patrick Guillaumont, 2010. "Assessing the Economic Vulnerability of Small Island Developing States and the Least Developed Countries," Post-Print halshs-00512159, HAL.
    6. Patrick Guillaumont, 2010. "Assessing the Economic Vulnerability of Small Island Developing States and the Least Developed Countries," Post-Print hal-00488679, HAL.
    7. Briguglio, Lino, 1995. "Small island developing states and their economic vulnerabilities," World Development, Elsevier, vol. 23(9), pages 1615-1632, September.
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    1. Jinzhu Gao & Taitian An & Hongfen Zhang & Kuncheng Zhang & Jiawen Shen & Guangshun He & Xiao Yang & Rui Zhao & Shizheng Tian, 2023. "The Evaluation Method of the Marine Spatial Suitability for Islands from the Perspective of Sustainable Development: A Case Study of the Pingtan Islands," Sustainability, MDPI, vol. 15(11), pages 1-23, June.

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