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Effects of cultural landscape service features in national forest parks on visitors’ sentiments: A nationwide social media-based analysis in China

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  • Cheng, Yingyi
  • Zhao, Bing
  • Peng, Siqi
  • Li, Kai
  • Yin, Yue
  • Zhang, Jinguang

Abstract

National Forest Parks (NFPs) represent the highest level of the forest park system in China and have long been considered to cultivate positive experiences among visitors through their rich cultural services. However, there is limited knowledge of the relationship between the cultural dimension of landscape services (CLSs) in NFPs and visitors’ positive experiences. This study represents the first effort to investigate the effects of NFP CLSs on visitors’ expressed sentiments and aims to further identify the relative importance of various CLS features. A total of 267 NFPs across 31 provinces in China were selected as case studies, and approximately 300,000 visitors’ online comments from a widely used travel platform (CTrip) were obtained for sentiment analysis using natural language processing. A novel systematic framework for assessing CLSs was proposed, encompassing five principal features and 19 indicator subcategories. Ordinary least-squares and spatial regression models were used to reveal associations between NFP CLSs and expressed sentiments, whereas the XGBoost model and Shapley Additive exPlanations (SHAP) values were employed to identify the relative importance of NFP CLS features. Three major findings were observed: First, the feature scoring of CLSs in NFPs was unevenly distributed across the country, with scores along the eastern seaboard relatively higher than those inland in the northwest. Second, beneficial associations between the five principal CLS features and visitors’ expressed sentiments were suggested. Third, the influence of landscape aesthetics was particularly prominent in promoting visitors’ positive sentiments, followed by education, physical activities and health, recreation and tourism, and cultural heritage and spiritual practices. These findings provide valuable insights for health-oriented NFP management, policies, and planning.

Suggested Citation

  • Cheng, Yingyi & Zhao, Bing & Peng, Siqi & Li, Kai & Yin, Yue & Zhang, Jinguang, 2024. "Effects of cultural landscape service features in national forest parks on visitors’ sentiments: A nationwide social media-based analysis in China," Ecosystem Services, Elsevier, vol. 67(C).
    • Handle: RePEc:eee:ecoser:v:67:y:2024:i:c:s2212041624000202
    DOI: 10.1016/j.ecoser.2024.101614
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    References listed on IDEAS

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    1. Jianghao Wang & Yichun Fan & Juan Palacios & Yuchen Chai & Nicolas Guetta-Jeanrenaud & Nick Obradovich & Chenghu Zhou & Siqi Zheng, 2022. "Global evidence of expressed sentiment alterations during the COVID-19 pandemic," Nature Human Behaviour, Nature, vol. 6(3), pages 349-358, March.
    2. Dickinson, Dawn C. & Hobbs, Richard J., 2017. "Cultural ecosystem services: Characteristics, challenges and lessons for urban green space research," Ecosystem Services, Elsevier, vol. 25(C), pages 179-194.
    3. Nicholas Bloom & James Liang & John Roberts & Zhichun Jenny Ying, 2015. "Does Working from Home Work? Evidence from a Chinese Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 165-218.
    4. Li, Hengyun & Hu, Mingming & Li, Gang, 2020. "Forecasting tourism demand with multisource big data," Annals of Tourism Research, Elsevier, vol. 83(C).
    5. Gianluca Grilli & Sandro Sacchelli, 2020. "Health Benefits Derived from Forest: A Review," IJERPH, MDPI, vol. 17(17), pages 1-11, August.
    6. Norimasa Takayama & Kalevi Korpela & Juyoung Lee & Takeshi Morikawa & Yuko Tsunetsugu & Bum-Jin Park & Qing Li & Liisa Tyrväinen & Yoshifumi Miyazaki & Takahide Kagawa, 2014. "Emotional, Restorative and Vitalizing Effects of Forest and Urban Environments at Four Sites in Japan," IJERPH, MDPI, vol. 11(7), pages 1-24, July.
    7. Siqi Zheng & Jianghao Wang & Cong Sun & Xiaonan Zhang & Matthew E. Kahn, 2019. "Air pollution lowers Chinese urbanites’ expressed happiness on social media," Nature Human Behaviour, Nature, vol. 3(3), pages 237-243, March.
    8. Arnberger, Arne & Eder, Renate & Allex, Brigitte & Preisel, Hemma & Ebenberger, Martin & Husslein, Maria, 2018. "Trade-offs between wind energy, recreational, and bark-beetle impacts on visual preferences of national park visitors," Land Use Policy, Elsevier, vol. 76(C), pages 166-177.
    9. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    10. Rositsa T. Ilieva & Timon McPhearson, 2018. "Social-media data for urban sustainability," Nature Sustainability, Nature, vol. 1(10), pages 553-565, October.
    11. Scholte, Samantha S.K. & van Teeffelen, Astrid J.A. & Verburg, Peter H., 2015. "Integrating socio-cultural perspectives into ecosystem service valuation: A review of concepts and methods," Ecological Economics, Elsevier, vol. 114(C), pages 67-78.
    12. Elizabeth Nisbet & John Zelenski & Steven Murphy, 2011. "Happiness is in our Nature: Exploring Nature Relatedness as a Contributor to Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 12(2), pages 303-322, April.
    13. Dou, Yuehan & Zhen, Lin & De Groot, Rudolf & Du, Bingzhen & Yu, Xiubo, 2017. "Assessing the importance of cultural ecosystem services in urban areas of Beijing municipality," Ecosystem Services, Elsevier, vol. 24(C), pages 79-90.
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