IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i5p2587-d756860.html
   My bibliography  Save this article

The Impact of Tourism on Ecosystem Services Value: A Spatio-Temporal Analysis Based on BRT and GWR Modeling

Author

Listed:
  • Jun Liu

    (School of Tourism, Hubei University, Wuhan 430062, China
    Tourism Development Institute, Hubei University, Wuhan 430062, China)

  • Mengting Yue

    (School of Urban and Regional Science, East China Normal University, Shanghai 200241, China)

  • Yiming Liu

    (Key Laboratory of Tectonics and Petroleum Resources Ministry of Education, China University of Geoscience, Wuhan 430074, China)

  • Ding Wen

    (South China Institute of Environmental Sciences, Ministry of Ecology and Environment, Guangzhou 510655, China)

  • Yun Tong

    (School of Tourism, Hainan University, Haikou 570228, China)

Abstract

The healthy development of the ecosystem and tourism in destinations plays an essential role in sustainable development. Taking Shennongjia as an example, we analyzed the spatial–temporal variation in the ecosystem services value (ESV) and investigated the impacts of tourism on ESV and their spatial heterogeneity using the geographically weighted regression (GWR) and boosting regression tree (BRT) models. The results showed that (1) the types of ecosystem services (ESs) were dominated by climate regulation and biodiversity. The ESV increased from 3.358 billion yuan to 8.910 billion yuan from 2005 to 2018 and showed significant spatial divergence, maintaining a long-term distribution pattern of high in the center and low at the border. (2) The GWR and BRT results showed that the Distance to Scenic Spots (DSS) and the Distance to Residential Areas (DRA) are important factors influencing ESV, with the Distance to Hotels (DH) and the Distance to Roads (DR) having a relatively weak influence on ESV. (3) The influencing factors presented positive and negative effects, and the degree of influence has spatial heterogeneity. The DRA and DH inhibited the increase in ESV in nearby areas, while DR was the driving factor for increasing ESV. The assessment results of DSS vary according to the models.

Suggested Citation

  • Jun Liu & Mengting Yue & Yiming Liu & Ding Wen & Yun Tong, 2022. "The Impact of Tourism on Ecosystem Services Value: A Spatio-Temporal Analysis Based on BRT and GWR Modeling," Sustainability, MDPI, vol. 14(5), pages 1-17, February.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:5:p:2587-:d:756860
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/5/2587/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/5/2587/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chen, Haojie, 2020. "Complementing conventional environmental impact assessments of tourism with ecosystem service valuation: A case study of the Wulingyuan Scenic Area, China," Ecosystem Services, Elsevier, vol. 43(C).
    2. Anderson, Sharolyn J. & Ankor, Briony L. & Sutton, Paul C., 2017. "Ecosystem service valuations of South Africa using a variety of land cover data sources and resolutions," Ecosystem Services, Elsevier, vol. 27(PB), pages 173-178.
    3. de Groot, Rudolf S. & Wilson, Matthew A. & Boumans, Roelof M. J., 2002. "A typology for the classification, description and valuation of ecosystem functions, goods and services," Ecological Economics, Elsevier, vol. 41(3), pages 393-408, June.
    4. Monz, Christopher & D'Antonio, Ashley & Lawson, Steve & Barber, Jesse & Newman, Peter, 2016. "The ecological implications of visitor transportation in parks and protected areas: Examples from research in US National Parks," Journal of Transport Geography, Elsevier, vol. 51(C), pages 27-35.
    5. Johannesen, Anne Borge & Skonhoft, Anders, 2005. "Tourism, poaching and wildlife conservation: what can integrated conservation and development projects accomplish?," Resource and Energy Economics, Elsevier, vol. 27(3), pages 208-226, October.
    6. Baral, Nabin & Stern, Marc J. & Bhattarai, Ranju, 2008. "Contingent valuation of ecotourism in Annapurna conservation area, Nepal: Implications for sustainable park finance and local development," Ecological Economics, Elsevier, vol. 66(2-3), pages 218-227, June.
    7. Naidoo, Robin & Adamowicz, Wiktor L., 2005. "Biodiversity and nature-based tourism at forest reserves in Uganda," Environment and Development Economics, Cambridge University Press, vol. 10(2), pages 159-178, May.
    8. Kwaramba, Hazel M. & Lovett, Jon C. & Louw, Lynette & Chipumuro, Juliet, 2012. "Emotional confidence levels and success of tourism development for poverty reduction: The South African Kwam eMakana home-stay project," Tourism Management, Elsevier, vol. 33(4), pages 885-894.
    9. Bagstad, Kenneth J. & Semmens, Darius J. & Waage, Sissel & Winthrop, Robert, 2013. "A comparative assessment of decision-support tools for ecosystem services quantification and valuation," Ecosystem Services, Elsevier, vol. 5(C), pages 27-39.
    10. Kreuter, Urs P. & Harris, Heather G. & Matlock, Marty D. & Lacey, Ronald E., 2001. "Change in ecosystem service values in the San Antonio area, Texas," Ecological Economics, Elsevier, vol. 39(3), pages 333-346, December.
    11. Corinne Gendron, 2014. "Beyond Environmental and Ecological Economics : Proposal for an Economic Sociology of the Environment," Post-Print hal-01513956, HAL.
    12. Corinne Gendron, 2014. "Beyond environmental and ecological economics," Post-Print hal-01513988, HAL.
    13. Claudia L. Gray & Samantha L. L. Hill & Tim Newbold & Lawrence N. Hudson & Luca Börger & Sara Contu & Andrew J. Hoskins & Simon Ferrier & Andy Purvis & Jörn P. W. Scharlemann, 2016. "Local biodiversity is higher inside than outside terrestrial protected areas worldwide," Nature Communications, Nature, vol. 7(1), pages 1-7, November.
    14. Li, Jinghui & Bai, Yang & Alatalo, Juha M., 2020. "Impacts of rural tourism-driven land use change on ecosystems services provision in Erhai Lake Basin, China," Ecosystem Services, Elsevier, vol. 42(C).
    15. Lin, Tzu-Ping, 2010. "Carbon dioxide emissions from transport in Taiwan's national parks," Tourism Management, Elsevier, vol. 31(2), pages 285-290.
    16. Gendron, Corinne, 2014. "Beyond environmental and ecological economics: Proposal for an economic sociology of the environment," Ecological Economics, Elsevier, vol. 105(C), pages 240-253.
    17. Loomis, John & Kent, Paula & Strange, Liz & Fausch, Kurt & Covich, Alan, 2000. "Measuring the total economic value of restoring ecosystem services in an impaired river basin: results from a contingent valuation survey," Ecological Economics, Elsevier, vol. 33(1), pages 103-117, April.
    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. Avichal Malhotra & Simon Raming & Jérôme Frisch & Christoph van Treeck, 2021. "Open-Source Tool for Transforming CityGML Levels of Detail," Energies, MDPI, vol. 14(24), pages 1-26, December.
    2. Kolinjivadi, Vijay, 2019. "Avoiding dualisms in ecological economics: Towards a dialectically-informed understanding of co-produced socionatures," Ecological Economics, Elsevier, vol. 163(C), pages 32-41.
    3. Valencia Torres, Angélica & Tiwari, Chetan & Atkinson, Samuel F., 2021. "Progress in ecosystem services research: A guide for scholars and practitioners," Ecosystem Services, Elsevier, vol. 49(C).
    4. Ping Zhang & Liang He & Xin Fan & Peishu Huo & Yunhui Liu & Tao Zhang & Ying Pan & Zhenrong Yu, 2015. "Ecosystem Service Value Assessment and Contribution Factor Analysis of Land Use Change in Miyun County, China," Sustainability, MDPI, vol. 7(6), pages 1-24, June.
    5. Joe Ament, 2019. "Toward an Ecological Monetary Theory," Sustainability, MDPI, vol. 11(3), pages 1-20, February.
    6. Joutsenvirta, Maria, 2016. "A practice approach to the institutionalization of economic degrowth," Ecological Economics, Elsevier, vol. 128(C), pages 23-32.
    7. Hackbart, Vivian C.S. & de Lima, Guilherme T.N.P. & dos Santos, Rozely F., 2017. "Theory and practice of water ecosystem services valuation: Where are we going?," Ecosystem Services, Elsevier, vol. 23(C), pages 218-227.
    8. Alessio D’Auria & Pasquale De Toro & Nicola Fierro & Elisa Montone, 2018. "Integration between GIS and Multi-Criteria Analysis for Ecosystem Services Assessment: A Methodological Proposal for the National Park of Cilento, Vallo di Diano and Alburni (Italy)," Sustainability, MDPI, vol. 10(9), pages 1-25, September.
    9. Evan Elderbrock & Chris Enright & Kathryn A. Lynch & Alexandra R. Rempel, 2020. "A Guide to Public Green Space Planning for Urban Ecosystem Services," Land, MDPI, vol. 9(10), pages 1-23, October.
    10. Frélichová, Jana & Vačkář, David & Pártl, Adam & Loučková, Blanka & Harmáčková, Zuzana V. & Lorencová, Eliška, 2014. "Integrated assessment of ecosystem services in the Czech Republic," Ecosystem Services, Elsevier, vol. 8(C), pages 110-117.
    11. Liu, Peng & Jiang, Shiwei & Zhao, Lianjun & Li, Yunxi & Zhang, Pingping & Zhang, Li, 2017. "What are the benefits of strictly protected nature reserves? Rapid assessment of ecosystem service values in Wanglang Nature Reserve, China," Ecosystem Services, Elsevier, vol. 26(PA), pages 70-78.
    12. Chen, Haojie & Costanza, Robert & Kubiszewski, Ida, 2022. "Legitimacy and limitations of valuing the oxygen production of ecosystems," Ecosystem Services, Elsevier, vol. 58(C).
    13. Karen T. Lourdes & Chris N. Gibbins & Perrine Hamel & Ruzana Sanusi & Badrul Azhar & Alex M. Lechner, 2021. "A Review of Urban Ecosystem Services Research in Southeast Asia," Land, MDPI, vol. 10(1), pages 1-21, January.
    14. Rasmussen, Laura Vang & Mertz, Ole & Christensen, Andreas E. & Danielsen, Finn & Dawson, Neil & Xaydongvanh, Pheang, 2016. "A combination of methods needed to assess the actual use of provisioning ecosystem services," Ecosystem Services, Elsevier, vol. 17(C), pages 75-86.
    15. Richardson, Robert B., 2011. "Ecosystem Services and Food Security: Economic Perspectives on Environmental Sustainability," Food Security International Development Working Papers 98782, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    16. Ik-Chang Choi & Hyun No Kim & Hio-Jung Shin & John Tenhunen & Trung Thanh Nguyen, 2017. "Economic Valuation of the Aquatic Biodiversity Conservation in South Korea: Correcting for the Endogeneity Bias in Contingent Valuation," Sustainability, MDPI, vol. 9(6), pages 1-20, June.
    17. Shuxiang Li & Shuhua Ma, 2024. "A Quantitative Analysis on the Coordination of Regional Ecological and Economic Development Based on the Ecosystem Service Evaluation," Land, MDPI, vol. 13(2), pages 1-21, February.
    18. You Zuo & Lin Zhang, 2023. "Research on Local Ecosystem Cultural Services in the Jiangnan Water Network Rural Areas: A Case Study of the Ecological Green Integration Demonstration Zone in the Yangtze River Delta, China," Land, MDPI, vol. 12(7), pages 1-21, July.
    19. Graça, Manjate, 2018. "Scope effects in contingent valuation: an application to the valuation of irrigation water quality improvements in Infulene Valley, Mozambique," Research Theses 334752, Collaborative Masters Program in Agricultural and Applied Economics.
    20. Pacini, Gaio Cesare & Bruschi, Piero & Ferretti, Lorenzo & Santoni, Margherita & Serafini, Francesco & Gaifami, Tommaso, 2023. "FunBies, a model for integrated assessment of functional biodiversity of weed communities in agro-ecosystem," Ecological Modelling, Elsevier, vol. 486(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:jsusta:v:14:y:2022:i:5:p:2587-:d:756860. 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.