IDEAS home Printed from https://ideas.repec.org/a/eee/ecolec/v192y2022ics0921800921003086.html
   My bibliography  Save this article

A crowd-sourced valuation of recreational ecosystem services using mobile signal data applied to a restored wetland in China

Author

Listed:
  • Dai, Peichao
  • Zhang, Shaoliang
  • Gong, Yunlong
  • Zhou, Yuan
  • Hou, Huping

Abstract

The travel cost method is the main technique used to evaluate the monetary value of recreational cultural ecosystem services of wetlands. While questionnaires still provide an important way to obtain tourist travel distances, salary rate coefficients, and travel rate data, but they are restricted by the data scale and the need for long-term monitoring. Therefore, the present study introduces mobile phone signal data into the travel cost method and establishes an evaluation model for recreational ecosystem services. By mining mobile phone signal data, the visitors' duration of stay, starting and ending coordinates, age, and gender data were collected in order to estimate the potential costs. Data from 25,087 recreationists were sampled at Pan'an Lake Wetland Park, Xuzhou, China, in 2018. Data mining found that (1) mobile phone signal data have unique advantages in determining the travel distance and cost of overnight accommodations; (2) recreationists were distributed among 229 cities, although 87.2% came from cities located within 500 km of Pan'an Lake Wetland Park, while 72.04% of all recreationists were Xuzhou locals; (3) the consumer surplus associated with visiting Pan'an Lake Wetland Park was 129.79 Chinese Yuan (CNY) per person and the average recreational value was 448.11 CNY. The evaluation results showed that the recreational value of Pan'an Lake Wetland Park was about 836 million CNY in 2018. This suggests that mobile phone signal data can be used as a new data source when assessing the recreational value of wetlands via the travel cost method.

Suggested Citation

  • Dai, Peichao & Zhang, Shaoliang & Gong, Yunlong & Zhou, Yuan & Hou, Huping, 2022. "A crowd-sourced valuation of recreational ecosystem services using mobile signal data applied to a restored wetland in China," Ecological Economics, Elsevier, vol. 192(C).
  • Handle: RePEc:eee:ecolec:v:192:y:2022:i:c:s0921800921003086
    DOI: 10.1016/j.ecolecon.2021.107249
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0921800921003086
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolecon.2021.107249?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. John Rolfe & Brenda Dyack, 2010. "Testing for convergent validity between travel cost and contingent valuation estimates of recreation values in the Coorong, Australia ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 583-599, October.
    2. Ariel Goldszmidt & John A. List & Robert D. Metcalfe & Ian Muir & V. Kerry Smith & Jenny Wang, 2020. "The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments," NBER Working Papers 28208, National Bureau of Economic Research, Inc.
    3. Dahal, Ram P. & Grala, Robert K. & Gordon, Jason S. & Petrolia, Daniel R. & Munn, Ian A., 2018. "Estimating the willingness to pay to preserve waterfront open spaces using contingent valuation," Land Use Policy, Elsevier, vol. 78(C), pages 614-626.
    4. Frank Lupi & Daniel J. Phaneuf & Roger H. von Haefen, 2020. "Best Practices for Implementing Recreation Demand Models," Review of Environmental Economics and Policy, University of Chicago Press, vol. 14(2), pages 302-323.
    5. Sinclair, Michael & Mayer, Marius & Woltering, Manuel & Ghermandi, Andrea, 2020. "Valuing nature-based recreation using a crowdsourced travel cost method: A comparison to onsite survey data and value transfer," Ecosystem Services, Elsevier, vol. 45(C).
    6. Timo Kuosmanen & Eleonora Nillesen & Justus Wesseler, 2004. "Does ignoring multidestination trips in the travel cost method cause a systematic bias?," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(4), pages 629-651, December.
    7. Hermes, Johannes & Van Berkel, Derek & Burkhard, Benjamin & Plieninger, Tobias & Fagerholm, Nora & von Haaren, Christina & Albert, Christian, 2018. "Assessment and valuation of recreational ecosystem services of landscapes," Ecosystem Services, Elsevier, vol. 31(PC), pages 289-295.
    8. Pramod Lamsal & Kishor Atreya & Krishna Prasad Pant & Lalit Kumar, 2016. "Tourism and wetland conservation: application of travel cost and willingness to pay an entry fee at Ghodaghodi Lake Complex, Nepal," Natural Resources Forum, Blackwell Publishing, vol. 40(1-2), pages 51-61, February.
    9. Pascoe, Sean, 2019. "Recreational beach use values with multiple activities," Ecological Economics, Elsevier, vol. 160(C), pages 137-144.
    10. Boyeong Hong & Bartosz J. Bonczak & Arpit Gupta & Constantine E. Kontokosta, 2021. "Measuring inequality in community resilience to natural disasters using large-scale mobility data," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    11. Larson, Silva & Stoeckl, Natalie & Neil, Barbara & Welters, Riccardo, 2013. "Using resident perceptions of values associated with the Australian Tropical Rivers to identify policy and management priorities," Ecological Economics, Elsevier, vol. 94(C), pages 9-18.
    12. Mayer, Marius & Woltering, Manuel, 2018. "Assessing and valuing the recreational ecosystem services of Germany’s national parks using travel cost models," Ecosystem Services, Elsevier, vol. 31(PC), pages 371-386.
    13. Jack L. Knetsch, 1963. "Outdoor Recreation Demands and Benefits," Land Economics, University of Wisconsin Press, vol. 39(4), pages 387-396.
    14. Yang Xu & Shih-Lung Shaw & Ziliang Zhao & Ling Yin & Zhixiang Fang & Qingquan Li, 2015. "Understanding aggregate human mobility patterns using passive mobile phone location data: a home-based approach," Transportation, Springer, vol. 42(4), pages 625-646, July.
    15. Zhang, Fan & Wang, Xiao Hua & Nunes, Paulo A.L.D. & Ma, Chunbo, 2015. "The recreational value of gold coast beaches, Australia: An application of the travel cost method," Ecosystem Services, Elsevier, vol. 11(C), pages 106-114.
    16. Klain, Sarah C. & Chan, Kai M.A., 2012. "Navigating coastal values: Participatory mapping of ecosystem services for spatial planning," Ecological Economics, Elsevier, vol. 82(C), pages 104-113.
    17. Peichao Dai & Shaoliang Zhang & Zanxu Chen & Yunlong Gong & Huping Hou, 2019. "Perceptions of Cultural Ecosystem Services in Urban Parks Based on Social Network Data," Sustainability, MDPI, vol. 11(19), pages 1-14, September.
    18. Ghermandi, Andrea, 2018. "Integrating social media analysis and revealed preference methods to value the recreation services of ecologically engineered wetlands," Ecosystem Services, Elsevier, vol. 31(PC), pages 351-357.
    19. Bertram, Christine & Larondelle, Neele, 2017. "Going to the Woods Is Going Home: Recreational Benefits of a Larger Urban Forest Site — A Travel Cost Analysis for Berlin, Germany," Ecological Economics, Elsevier, vol. 132(C), pages 255-263.
    20. Robert Mendelsohn & John Hof & George Peterson & Reed Johnson, 1992. "Measuring Recreation Values with Multiple Destination Trips," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(4), pages 926-933.
    21. Shrestha, Ram K. & Seidl, Andrew F. & Moraes, Andre S., 2002. "Value of recreational fishing in the Brazilian Pantanal: a travel cost analysis using count data models," Ecological Economics, Elsevier, vol. 42(1-2), pages 289-299, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Schirpke, Uta & Ghermandi, Andrea & Sinclair, Michael & Van Berkel, Derek & Fox, Nathan & Vargas, Leonardo & Willemen, Louise, 2023. "Emerging technologies for assessing ecosystem services: A synthesis of opportunities and challenges," Ecosystem Services, Elsevier, vol. 63(C).
    2. Douglas J. Spieles, 2022. "Wetland Construction, Restoration, and Integration: A Comparative Review," Land, MDPI, vol. 11(4), pages 1-21, April.
    3. Zhifang Wang & Yuqing Jian & Zhibin Huang & Salman Qureshi & Kexin Cheng & Zhuhui Bai & Qingwen Zhang, 2023. "Transforming Research on Recreational Ecosystem Services into Applications and Governance," Land, MDPI, vol. 12(2), pages 1-16, February.
    4. Spence, Danielle S. & Schuster-Wallace, Corinne J. & Lloyd-Smith, Patrick, 2023. "Disparities in economic values for nature-based activities in Canada," Ecological Economics, Elsevier, vol. 205(C).

    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. Cetin, Nuket Ipek & Bourget, Gulhan & Tezer, Azime, 2021. "Travel-cost method for assessing the monetary value of recreational services in the Ömerli Catchment," Ecological Economics, Elsevier, vol. 190(C).
    2. Scheufele, Gabriela & Pascoe, Sean, 2023. "Ecosystem accounting: Reconciling consumer surplus and exchange values for free-access recreation," Ecological Economics, Elsevier, vol. 212(C).
    3. Raviv, Orna & Zemah Shamir, Shiri & Izhaki, Ido & Sagie, Hila & Negev, Maya & Mazor-Tregerman, Maya & Collins-Kreiner, Noga & Mansfeld, Yoel & Lotan, Alon, 2020. "The socioeconomic value of multiple ecosystem types at a biosphere reserve as a baseline for one holistic conservation plan," Ecosystem Services, Elsevier, vol. 41(C).
    4. Doshi, Amar & Pascoe, Sean, 2013. "Investigating the effects of sample heterogeneity on the travel cost model for coral diving in Southeast Asia," 2013 Conference (57th), February 5-8, 2013, Sydney, Australia 152146, Australian Agricultural and Resource Economics Society.
    5. Anna Széchy & Zsuzsanna Szerényi, 2023. "Valuing the Recreational Services Provided by Hungary’s Forest Ecosystems," Sustainability, MDPI, vol. 15(5), pages 1-16, February.
    6. Sinclair, Michael & Mayer, Marius & Woltering, Manuel & Ghermandi, Andrea, 2020. "Valuing nature-based recreation using a crowdsourced travel cost method: A comparison to onsite survey data and value transfer," Ecosystem Services, Elsevier, vol. 45(C).
    7. Tobias Börger & Anna Maccagnan & Mathew P. White & Lewis R. Elliott & Tim Taylor, 2023. "Was the trip worth it? Consistency between decision and experienced utility assessments of recreational nature visits," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(2), pages 525-545, March.
    8. Roberto Martinez-Espineira & Joe Amoako-Tuffour, 2008. "Multi-destination and multi-purpose trip effects in the analysis of the demand for trips to a remote recreational site," EERI Research Paper Series EERI_RP_2008_19, Economics and Econometrics Research Institute (EERI), Brussels.
    9. Paul Mwebaze & Jeff Bennett, 2012. "Valuing Australian botanic collections: a combined travel-cost and contingent valuation study," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 56(4), pages 498-520, October.
    10. Khuda Bakhsh & Iqra Meshaal & Hudda Riaz, 2020. "Evaluating visitors’ travel demand and recreational values in Kallar Kahar Lake, Pakistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(8), pages 7951-7967, December.
    11. Nitanan Koshy Matthew & Ahmad Shuib & Nitya Ganeshwaari Raja Gopal & Goh Ie Zheng, 2022. "Economic Value of Recreation as an Ecosystem Service in Ayer Keroh Recreational Forest, Malaysia," Sustainability, MDPI, vol. 14(9), pages 1-13, April.
    12. Sinclair, Michael & Ghermandi, Andrea & Signorello, Giovanni & Giuffrida, Laura & De Salvo, Maria, 2022. "Valuing Recreation in Italy's Protected Areas Using Spatial Big Data," Ecological Economics, Elsevier, vol. 200(C).
    13. Rosa, Josianne Claudia Sales & Geneletti, Davide & Morrison-Saunders, Angus & Sánchez, Luis Enrique & Hughes, Michael, 2020. "To what extent can mine rehabilitation restore recreational use of forest land? Learning from 50 years of practice in southwest Australia," Land Use Policy, Elsevier, vol. 90(C).
    14. Chakraborty, Shamik & Gasparatos, Alexandros & Blasiak, Robert, 2020. "Multiple values for the management and sustainable use of coastal and marine ecosystem services," Ecosystem Services, Elsevier, vol. 41(C).
    15. Star, Megan & Rolfe, John & Brown, Julia, 2020. "From farm to fork: Is food tourism a sustainable form of economic development?," Economic Analysis and Policy, Elsevier, vol. 66(C), pages 325-334.
    16. Kolstoe, Sonja & Naald, Brian Vander & Cohan, Alison, 2022. "A tale of two samples: Understanding WTP differences in the age of social media," Ecosystem Services, Elsevier, vol. 55(C).
    17. Tianle Liu & Li Ma & Linsong Cheng & Yilei Hou & Yali Wen, 2021. "Is Ecological Birdwatching Tourism a More Effective Way to Transform the Value of Ecosystem Services?—A Case Study of Birdwatching Destinations in Mingxi County, China," IJERPH, MDPI, vol. 18(23), pages 1-17, November.
    18. Nicolas Borzykowski & Andrea Baranzini & David Maradan, 2017. "A travel cost assessment of the demand for recreationin Swiss forests," Review of Agricultural, Food and Environmental Studies, INRA Department of Economics, vol. 98(3), pages 149-171.
    19. Randriamaro, Mary Tiana & Cook, Joseph, 2022. "The value of time, with and without a smartphone," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 138-146.
    20. Grilli, Gianluca & Mukhopadhyay, Soumyadeep & Curtis, John & Hynes, Stephen, 2019. "Recreational angling demand in a mixed resource fishery," Papers WP622, Economic and Social Research Institute (ESRI).

    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:eee:ecolec:v:192:y:2022:i:c:s0921800921003086. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ecolecon .

    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.