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Analyzing the Spatio-Temporal Distribution and Network Structure of Ecotourism Flow in Zhangjiajie

Author

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  • Xiaoming Liu

    (College of Forestry, Central South University of Forestry and Technology, Changsha 410018, China)

  • Mei Xu

    (College of Tourism, Central South University of Forestry and Technology, Changsha 410018, China)

  • Huiling Zhou

    (School of Economics, Central South University of Forestry and Technology, Changsha 410018, China)

Abstract

Tourism flow is an important monitoring indicator for the industrial operation of ecotourism destinations, crucial in its planning, development, and marketing. Based on the travel journal data of popular tourism websites, this paper analyzed the spatial and temporal distribution, network structure, and the coupling characteristics between ecotourism flow and traffic accessibility in Zhangjiajie using standard deviation ellipse, social network analysis, kernel density estimation, and a spatial coupling model. The main results are as follows: (1) In terms of time distribution, the ecotourism flow in Zhangjiajie is mainly short-term tourism, with significant seasonal differences. (2) In terms of spatial structure, the ecotourism flow in Zhangjiajie presents a polygonal distribution of “core-edge”, forming a dense distribution area of Wulingyuan–Tianmen Mountain–Huanglongdong ecotourism flow. (3) In terms of spatial and temporal distribution, the connection intensity between the core area of ecotourism flow in Zhangjiajie and other scenic spots increases as the tourism length of stay increases. However, the radiation scope is mainly in the surrounding ecotourism scenic spots. (4) The coupling degree of ecotourism flow and traffic accessibility in Zhangjiajie is high, but the coupling coordination degree remains low on the whole. In addition, there is a serious mismatch between ecotourism flow and traffic accessibility in Zhangjiajie.

Suggested Citation

  • Xiaoming Liu & Mei Xu & Huiling Zhou, 2022. "Analyzing the Spatio-Temporal Distribution and Network Structure of Ecotourism Flow in Zhangjiajie," Sustainability, MDPI, vol. 14(5), pages 1-19, February.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:5:p:2496-:d:755749
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    References listed on IDEAS

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    1. Md. Anowar Hossain Bhuiyan & Chamhuri Siwar & Shaharuddin Mohamad Ismail, 2016. "Sustainability Measurement for Ecotourism Destination in Malaysia: A Study on Lake Kenyir, Terengganu," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(3), pages 1029-1045, September.
    2. Federica Buffa, 2015. "Young Tourists and Sustainability. Profiles, Attitudes, and Implications for Destination Strategies," Sustainability, MDPI, vol. 7(10), pages 1-21, October.
    3. Siti Intan Nurdiana Wong Abdullah & Zaiton Samdin & Jo Ann Ho & Siew Imm Ng, 2020. "Sustainability of marine parks: Is knowledge–attitude–behaviour still relevant?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(8), pages 7357-7384, December.
    4. Mark Everard & Gaurav Kataria & Smita Kumar & Nishikant Gupta, 2021. "Assessing livelihood-ecosystem interdependencies and natural resource governance in a tribally controlled region of India’s north-eastern middle Himalayas," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7772-7790, May.
    5. Irina Safitri Zen & Mohd. Nazeri Saleh & Teuku Afrizal & Ummi Karomah Yaumidin & Prima Wahyu Titisari & Yani Hendrayani, 2021. "Quo vadis development: assessing the livelihood of indigenous people’s communities in Malaysia and the potential for community-based conservation effort," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(4), pages 6502-6523, April.
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