Coral reefs and coastal tourism in Hawaii (2024)

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Nature Sustainability volume6,pages 254–258 (2023)Cite this article

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Subjects

  • Biodiversity
  • Conservation biology
  • Ecosystem services
  • Environmental impact

An Author Correction to this article was published on 14 March 2023

This article has been updated

Abstract

Coral reefs are popular for their vibrant biodiversity. By combining web-scraped Instagram data from tourists and high-resolution live coral cover maps in Hawaii, we find that, regionally, coral reefs both attract and suffer from coastal tourism. Higher live coral cover attracts reef visitors, but that visitation contributes to subsequent reef degradation. Such feedback loops threaten the highest quality reefs, highlighting both their economic value and the need for effective conservation management.

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Data availability

The live coral cover data are available in the Zenodo repository (https://doi.org/10.5281/zenodo.4292660). The human activity, site accessibility and water conditions data are available through the Ocean Tipping Points project (http://www.pacioos.hawaii.edu/projects/oceantippingpoints) and the Hawaii Statewide GIS Program (https://geoportal.hawaii.gov/search?collection=Dataset). Meta reached out to the authors after publication and asked that the original Instagram dataset uploaded in the accompanying Zenodo repository be removed from public access to limit user data exposure and its risk of misuse.

Code availability

Meta reached out to the authors after publication and asked that the original web-scraping script uploaded in the accompanying Zenodo repository be removed from public access to limit user data exposure and its risk of misuse.

Change history

References

  1. Hughes, T. P. et al. Global warming and recurrent mass bleaching of corals. Nature 543, 373–377 (2017).

    Article CAS Google Scholar

  2. Arkema, K. K., Fisher, D. M., Wyatt, K., Wood, S. A. & Payne, H. J. Advancing sustainable development and protected area mManagement with social media-based tourism data. Sustainability 13, 2427 (2021).

    Article Google Scholar

  3. Tourism in the 2030 Agenda (UNWTO, 2015); https://www.unwto.org/tourism-in-2030-agenda

  4. Cowburn, B., Moritz, C., Birrell, C., Grimsditch, G. & Abdulla, A. Can luxury and environmental sustainability co-exist? Assessing the environmental impact of resort tourism on coral reefs in the Maldives. Ocean Coast. Manag. 158, 120–127 (2018).

    Article Google Scholar

  5. Lin, B. Close encounters of the worst kind: reforms needed to curb coral reef damage by recreational divers. Coral Reefs 40, 1429–1435 (2021).

    Article Google Scholar

  6. Asner, G. P. et al. Large-scale mapping of live corals to guide reef conservation. Proc. Natl Acad. Sci. USA 117, 33711–33718 (2020).

    Article CAS Google Scholar

  7. Wood, S. A., Guerry, A. D., Silver, J. M. & Lacayo, M. Using social media to quantify nature-based tourism and recreation. Sci. Rep. 3, 2976 (2013).

    Article Google Scholar

  8. Wood, S. A. et al. Next-generation visitation models using social media to estimate recreation on public lands. Sci. Rep. 10, 15419 (2020).

    Article CAS Google Scholar

  9. Hausmann, A. et al. Social media data can be used to understand tourists’ preferences for nature-based experiences in protected areas. Conserv. Lett. 11, e12343 (2018).

    Article Google Scholar

  10. Tenkanen, H. et al. Instagram, Flickr, or Twitter: assessing the usability of social media data for visitor monitoring in protected areas. Sci. Rep. 7, 17615 (2017).

    Article Google Scholar

  11. Sessions, C., Wood, S. A., Rabotyagov, S. & Fisher, D. M. Measuring recreational visitation at U.S. National Parks with crowd-sourced photographs. J. Environ. Manag. 183, 703–711 (2016).

    Article Google Scholar

  12. Mancini, F., Coghill, G. M. & Lusseau, D. Using social media to quantify spatial and temporal dynamics of nature-based recreational activities. PLoS One 13, e0200565 (2018).

    Article Google Scholar

  13. Spalding, M. et al. Mapping the global value and distribution of coral reef tourism. Mar. Policy 82, 104–113 (2017).

    Article Google Scholar

  14. van Zanten, B. T. et al. Continental-scale quantification of landscape values using social media data. Proc. Natl Acad. Sci. USA 113, 12974–12979 (2016).

    Article Google Scholar

  15. Department of Land and Natural Resources. Beach Access (Office of Conservation and Coastal Lands, 2013); https://dlnr.hawaii.gov/occl/beach-access/

  16. Mobile LTE Coverage Map (Federal Communications Commission, 2021).

  17. Arkema, K. K. et al. Embedding ecosystem services in coastal planning leads to better outcomes for people and nature. Proc. Natl Acad. Sci. USA 112, 7390–7395 (2015).

    Article CAS Google Scholar

  18. Neuvonen, M., Pouta, E., Puustinen, J. & Sievänen, T. Visits to national parks: effects of park characteristics and spatial demand. J. Nat. Conserv. 18, 224–229 (2010).

    Article Google Scholar

  19. Rodgers, K., Cox, E. & Newtson, C. Effects of mechanical fracturing and experimental trampling on hawaiian corals. Environ. Manag. 31, 0377–0384 (2003).

    Article Google Scholar

  20. Downs, C. A. et al. Toxicopathological effects of the sunscreen UV filter, oxybenzone (benzophenone-3), on coral planulae and cultured primary cells and its environmental contamination in Hawaii and the U.S. Virgin Islands. Arch. Environ. Contam. Toxicol. 70, 265–288 (2016).

    Article CAS Google Scholar

  21. Côté, I. M., Darling, E. S. & Brown, C. J. Interactions among ecosystem stressors and their importance in conservation. Proc. R. Soc. B. 283, 20152592 (2016).

    Article Google Scholar

  22. Bruno, J. F. & Valdivia, A. Coral reef degradation is not correlated with local human population density. Sci. Rep. 6, 29778 (2016).

    Article CAS Google Scholar

  23. Johnson, J. V., Dick, J. T. A. & Pincheira-Donoso, D. Local anthropogenic stress does not exacerbate coral bleaching under global climate change. Glob. Ecol. Biogeogr. (2022).

  24. Darling, E. S., McClanahan, T. R. & Côté, I. M. Combined effects of two stressors on Kenyan coral reefs are additive or antagonistic, not synergistic. Conserv. Lett. 3, 122–130 (2010).

    Article Google Scholar

  25. Severino, S. J. L., Rodgers, K. S., Stender, Y. & Stefanak, M. Hanauma Bay Biological Carrying Capacity Survey 2019–20 2nd Annual Report https://www.honolulu.gov/rep/site/dpr/hanaumabay_docs/Hanauma_Bay_Carrying_Capacity_Report_August_2020.pdf (City and County of Honolulu Parks and Recreation Department, 2020).

  26. Selenium WebDriver (Software Freedom Conservancy, 2022); https://www.selenium.dev/documentation/en/webdriver/

  27. Geospatial Data Portal. Hawaii Statewide GIS Program (Hawaii State Office of Planning, 2017); https://geoportal.hawaii.gov/

  28. Wedding, L. M. et al. Advancing the integration of spatial data to map human and natural drivers on coral reefs. PLoS One 13, e0189792 (2018).

    Article Google Scholar

  29. Nguyen, T., Liquet, B., Mengersen, K. & Sous, D. Mapping of coral reefs with multispectral satellites: a review of recent papers. Remote Sens. 13, 4470 (2021).

    Article Google Scholar

  30. Wicaksono, P., Aryaguna, P. A. & Lazuardi, W. Benthic habitat mapping model and cross validation using machine-learning classification algorithms. Remote Sens. 11, 1279 (2019).

    Article Google Scholar

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Acknowledgements

We thank T. Bearpark, F. Guo, M. Donovan, A. Friedlander, K. Oleson, J. Lecky and J. Abraham for input that informed the study’s conception, design and analyses; T. W. Shawa for help with geospatial modeling; T. Bearpark, A. M. Zuranski, J. A. G. Torres, B. J. Arnold and N. Ondrikova for input on machine learning models; Z. Volenec for the base Selenium WebDriver Python code; the Ocean Tipping Points project and the Hawaii Statewide GIS Program for all site accessibility, human activity and water condition data; and the High Meadows Foundation and Princeton University for ongoing support of this work. Airborne mapping was funded by the Lenfest Ocean Program of The Pew Charitable Trust.

Author information

Authors and Affiliations

  1. Princeton School of Public and International Affairs, Princeton University, Princeton, NJ, USA

    Bing Lin,Yiwen Zeng&David S. Wilcove

  2. Center for Global Discovery and Conservation Science, Arizona State University, Hilo, HI, USA

    Gregory P. Asner

  3. Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA

    David S. Wilcove

Authors

  1. Bing Lin

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  2. Yiwen Zeng

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  3. Gregory P. Asner

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  4. David S. Wilcove

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Contributions

B.L. conceived this study and wrote the first draft; G.P.A. provided the live coral cover data; B.L. and Y.Z. carried out the analyses with input from G.P.A. and D.S.W.; B.L., Y.Z., D.S.W. and G.P.A. contributed to all subsequent iterations of the manuscript.

Corresponding authors

Correspondence to Bing Lin or David S. Wilcove.

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The authors declare no competing interests.

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Nature Sustainability thanks Robert Richmond and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

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Extended data

Extended Data Fig. 1 Instagram and Hawaii Tourism Authority visitation validation (2018–2021).

Aggregated Instagram visitation data plotted against yearly daily censuses at the county level conducted by the Hawaii Tourism Authority from 2018 to 2021. The line shows the regression point estimate between variables and the shaded area depicts 95% confidence intervals.

Extended Data Fig. 2 Live coral cover and overall visitation at the 20 most-visited sites in Hawaii.

Overall visitation at the top 20 most-visited sites in the main Hawaiian islands plotted against absolute median live coral cover at each of these sites. The name, location and visitation rank of the top 10 most-visited sites are labeled.

Extended Data Fig. 3 Relationship between overall and on-reef visitation in Hawaii.

The relationship between on-reef and overall visitation across 333 bays and beaches in the main Hawaiian islands. The line depicts the regression point estimate between variables and the shaded region represents 95% confidence intervals.

Extended Data Fig. 4 Littoral buffer construction schematic.

A schematic of how each littoral buffer was constructed in ArcGIS Pro 3.0 for various calculations of benthic composition, human activity, and water conditions at each coastal site.

Extended Data Fig. 5 Histograms of on-reef and overall visitation across coastal sites in Hawaii.

Histograms depicting the discontinuous distribution between high- and low-visitation sites for both overall visitation (top figures) and on-reef visitation (bottom figures) across both the most-visited sites (n = 100) and all sites (n = 333).

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Coral reefs and coastal tourism in Hawaii (6)

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Lin, B., Zeng, Y., Asner, G.P. et al. Coral reefs and coastal tourism in Hawaii. Nat Sustain 6, 254–258 (2023). https://doi.org/10.1038/s41893-022-01021-4

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Coral reefs and coastal tourism in Hawaii (2024)

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