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Study on the Spatial–Temporal Pattern and Driving Mechanism of Tourism Eco-Security in the Yellow River Basin

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  • Junyuan Zhao

    (School of Business, Xinyang College, West Section of Xinqi Avenue, Shihe District, Xinyang 464000, China)

  • Shengjie Wang

    (College of Geography and Environment Science, Northwest Normal University, Lanzhou 730070, China)

  • Jiayue Li

    (School of Business, Central South University of Forestry and Technology, Changsha 410004, China)

Abstract

Tourism eco-security evaluation is an effective tool for facilitating the coordinated and sustainable economic and environmental development of tourist destinations. Based on system theory, this study established a comprehensive evaluation index system for the DPSIR model, applying the entropy–TOPSIS method, spatial autocorrelation, spatial econometric model and geo-detector to investigate the spatial and temporal evolution and drivers of tourism eco-security of the Yellow River basin. The results showed that the tourism eco-security of the Yellow River basin steadily and significantly increased from 2003 to 2020, reaching a peak in 2019, while there was a low level of overall tourism eco-security and improvement possibility. The results show a spatial evolution pattern of expansion from provincial capital cities to nearby prefecture-level cities from the middle and lower reaches to the middle and upper reaches, with significant spatial clustering and spillover effects. Factors affecting the tourism eco-security of the Yellow River basin vary in and between regional basins. Because there are many influencing factors, the key factors were further identified by spatial effect decomposition. The results of this study have important theoretical and practical value in promoting the coordinated and sustainable development of the tourism economy and ecological environment in the Yellow River basin.

Suggested Citation

  • Junyuan Zhao & Shengjie Wang & Jiayue Li, 2023. "Study on the Spatial–Temporal Pattern and Driving Mechanism of Tourism Eco-Security in the Yellow River Basin," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:4:p:3562-:d:1071647
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    References listed on IDEAS

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    1. Shidong Liu & Peiyi Ding & Binrui Xue & Hongbing Zhu & Jun Gao, 2020. "Urban Sustainability Evaluation Based on the DPSIR Dynamic Model: A Case Study in Shaanxi Province, China," Sustainability, MDPI, vol. 12(18), pages 1-22, September.
    2. Yiming Liu & Sunhee Suk, 2021. "Coupling and Coordinating Relationship between Tourism Economy and Ecological Environment—A Case Study of Nagasaki Prefecture, Japan," IJERPH, MDPI, vol. 18(23), pages 1-12, December.
    3. Zheneng Hu & Meijun Qian & Xianghe Teng & Zhuoya Zhang & Fanglei Zhong & Qingping Cheng & Chuanhao Wen, 2022. "The Spatiotemporal Evolution of Ecological Security in Border Areas: A Case Study of Southwest China," Land, MDPI, vol. 11(6), pages 1-21, June.
    4. Millo, Giovanni & Piras, Gianfranco, 2012. "splm: Spatial Panel Data Models in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i01).
    5. Fayyaz Ahmad & Muhammad Umar Draz & Lijuan Su & Ilhan Ozturk & Abdul Rauf, 2018. "Tourism and Environmental Pollution: Evidence from the One Belt One Road Provinces of Western China," Sustainability, MDPI, vol. 10(10), pages 1-22, September.
    6. Tian, Yuan & Sun, Chuanwang, 2018. "A spatial differentiation study on comprehensive carrying capacity of the urban agglomeration in the Yangtze River Economic Belt," Regional Science and Urban Economics, Elsevier, vol. 68(C), pages 11-22.
    7. Mengting Chen & Liang Zheng & Dike Zhang & Jiangfeng Li, 2022. "Spatio-Temporal Evolution and Obstacle Factors Analysis of Tourism Ecological Security in Huanggang Dabieshan UNESCO Global Geopark," IJERPH, MDPI, vol. 19(14), pages 1-22, July.
    8. Peng, Hongsong & Zhang, Jinhe & Lu, Lin & Tang, Guorong & Yan, Bingjin & Xiao, Xiao & Han, Ya, 2017. "Eco-efficiency and its determinants at a tourism destination: A case study of Huangshan National Park, China," Tourism Management, Elsevier, vol. 60(C), pages 201-211.
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    Cited by:

    1. Yingchang Li & Zhenzhen Liu & Gaifang Liu, 2023. "Evaluation of Tourism Ecological Security Based on Driving Force–Pressure–State–Influence–Response Framework and Analysis of Its Dynamic Evolution Characteristics and Driving Factors in Chinese Provin," Sustainability, MDPI, vol. 15(18), pages 1-22, September.
    2. Xinyu Zhao & Haojie Sun & Jiangling Hu & Yuxin Xie & Pengkai Zhao & Qingqing Sui, 2024. "Study on the Coordinated Development of Tourism Industry–Regional Economy–Ecological Environment in the Yili River Valley," Sustainability, MDPI, vol. 16(5), pages 1-20, February.

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