The DOI matches its Crossref record; 40 of the 40 references it cites were found in a registry or an index.
Mapping the global value and distribution of coral reef tourism
Open accessAbstract
Global coral reef related tourism is one of the most significant examples of nature-based tourism from a single ecosystem. Coral reefs attract foreign and domestic visitors and generate revenues, including foreign exchange earnings, in over 100 countries and territories. Understanding the full value of coral reefs to tourism, and the spatial distribution of these values, provides an important incentive for sustainable reef management. In the current work, global data from multiple sources, including social media and crowd-sourced datasets, were used to estimate and map two distinct components of reef value. The first component is local “reef-adjacent” value, an overarching term used to capture a range of indirect benefits from coral reefs, including provision of sandy beaches, sheltered water, food, and attractive views. The second component is “on-reef” value, directly associated with in-water activities such diving and snorkelling. Tourism values were estimated as a proportion of the total visits and spending by coastal tourists within 30 km of reefs (excluding urban areas). Reef-adjacent values were set as a fixed proportion of 10% of this expenditure. On-reef values were based on the relative abundance of dive-shops and underwater photos in different countries and territories. Maps of value assigned to specific coral reef locations show considerable spatial variability across distances of just a few kilometres. Some 30% of the world's reefs are of value in the tourism sector, with a total value estimated at nearly US$36 billion, or over 9% of all coastal tourism value in the world's coral reef countries.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Changes in the global value of ecosystem services
Costanza, R., de Groot, R., Sutton, P., van der Ploeg, S., Anderson, S. J., Kubiszewski, I., Farber, S., & Turner, R. K. (2014) · Global Environmental Change · doi:10.1016/j.gloenvcha.2014.04.002 · Cited by 6,322
Global estimates of the value of ecosystems and their services in monetary units
de Groot, R., Brander, L., van der Ploeg, S., Costanza, R., Bernard, F., Braat, L., Christie, M., Crossman, N., Ghermandi, A., Hein, L., et al. (2012) · Ecosystem Services · doi:10.1016/j.ecoser.2012.07.005 · Cited by 2,578
The effectiveness of coral reefs for coastal hazard risk reduction and adaptation
Ferrario, F., Beck, M. W., Storlazzi, C. D., Micheli, F., Shepard, C. C., & Airoldi, L. (2014) · Nature Communications · doi:10.1038/ncomms4794 · Cited by 1,005
The impact of tourism and personal leisure transport on coastal environments: A review
Davenport, J., & Davenport, J. L. (2006) · Estuarine Coastal and Shelf Science · doi:10.1016/j.ecss.2005.11.026 · Cited by 811
Using social media to quantify nature-based tourism and recreation
Wood, S. A., Guerry, A. D., Silver, J. M., & Lacayo, M. (2013) · Scientific Reports · doi:10.1038/srep02976 · Cited by 720
Self-citationHumans and Nature: How Knowing and Experiencing Nature Affect Well-Being
Russell, R., Guerry, A. D., Balvanera, P., Gould, R. K., Basurto, X., Chan, K. M. A., Klain, S., Levine, J., & Tam, J. (2013) · Annual Review of Environment and Resources · doi:10.1146/annurev-environ-012312-110838 · Cited by 653
de Grosbois, D. (2012) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2011.10.008 · Cited by 499
Embedding ecosystem services in coastal planning leads to better outcomes for people and nature
Arkema, K. K., Verutes, G. M., Wood, S. A., Clarke-Samuels, C., Rosado, S., Canto, M., Rosenthal, A., Ruckelshaus, M., Guannel, G., Toft, J., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1406483112 · Cited by 440
Self-citationThe recreational value of coral reefs: A meta-analysis
Brander, L. M., Van Beukering, P., & Cesar, H. S. J. (2007) · Ecological Economics · doi:10.1016/j.ecolecon.2006.11.002 · Cited by 380
The economics of worldwide coral reef degradation
Cesar, H. S. J., Burke, L., & Pet‐Soede, L. (2003) · Cited by 333
Self-citation
Cited by
Passive crowdsourcing of social media in environmental research: A systematic map
Ghermandi, A., & Sinclair, M. (2019) · Global Environmental Change · doi:10.1016/j.gloenvcha.2019.02.003 · Cited by 363
Impacts of Climate Change on Marine Foundation Species
Wernberg, T., Thomsen, M. S., Baum, J. K., Bishop, M. J., Bruno, J. F., Coleman, M. A., Filbee-Dexter, K., Gagnon, K., He, Q., Murdiyarso, D., et al. (2024) · Annual Review of Marine Science · doi:10.1146/annurev-marine-042023-093037 · Cited by 279
Potential ecological impacts of climate intervention by reflecting sunlight to cool Earth
Zarnetske, P. L., Gurevitch, J., Franklin, J., Groffman, P. M., Harrison, C. S., Hellmann, J. J., Hoffman, F. M., Kothari, S., Robock, A., Tilmes, S., et al. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1921854118 · Cited by 119
Prinz, N., Story, R., Lyon, S., Ferse, S. C. A., & Bejarano, S. (2020) · Frontiers in Marine Science · doi:10.3389/fmars.2020.00145 · Cited by 8
Metadata
- Authors
- Spalding, M., Burke, L., Wood, S. A., Ashpole, J., Hutchison, J., & zu Ermgassen, P.
- Venue
- Marine Policy
- Publisher
- Elsevier BV
- Published
- 2017-08
- Volume
- 82
- Pages
- 104-113
- ISSN
- 0308-597X (ISSN-L)
- OpenAlex
- W2616577921
- Cited by
- 698
- References
- 40
- FWCI
- 31.26
- Type
- journal article
- Language
- en
- Open access
- hybrid
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Mapping the global value and distribution of coral reef tourism. https://app.cochat.ai/papers/10.1016/j.marpol.2017.05.014
- The paper
- Spalding, M., Burke, L., Wood, S. A., Ashpole, J., Hutchison, J., & zu Ermgassen, P. (2017). Mapping the global value and distribution of coral reef tourism. Marine Policy. https://doi.org/10.1016/j.marpol.2017.05.014
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.