239
Views
2
CrossRef citations to date
0
Altmetric
Regular Articles

Seawater deterioration and the tourist beta convergence process: A geospatial big data analysis of the Spanish Mediterranean coast

ORCID Icon &
Pages 2922-2938 | Received 05 Aug 2021, Accepted 29 Nov 2021, Published online: 21 Jan 2022

References

  • Almeida, A., Golpe, A., & Justo, R. (2021). Regional tourist heterogeneity in Spain: A dynamic spatial analysis. Journal of Destination Marketing & Management, 21, 100643. https://doi.org/10.1016/j.jdmm.2021.100643
  • Álvarez-Díaz, M., D’Hombres, B., & Ghisetti, C. (2017). Modelling inter- and intra-regional tourism flows in Spain - a spatial econometric approach. Regional Statistics, 7(2), 3–34. https://doi.org/10.15196/RS070205
  • Amelung, B., Nicholls, S., & Viner, D. (2007). Implications of global climate change for tourism flows and seasonality. Journal of Travel Research, 45(3), 285–296. https://doi.org/10.1177/0047287506295937
  • Anderson, D. M. (2009). Approaches to monitoring, control and management of harmful algal blooms (HABs). Ocean & Coastal Management, 52(7), 342–347. https://doi.org/10.1016/j.ocecoaman.2009.04.006
  • Andraz, J. M., Norte, N. M., & Gonçalves, H. S. (2015). Effects of tourism on regional asymmetries: Empirical evidence for Portugal. Tourism Management, 50, 257–267. https://doi.org/10.1016/j.tourman.2015.03.004
  • Anselin, L. (1988). Spatial econometrics: Methods and models. Kluwer Academic Publishers.
  • Arabadzhyan, A., Figini, P., García, C., González, M. M., Lam-González, Y. E., & León, C. J. (2020). Climate change, coastal tourism, and impact chains–a literature review. Current Issues in Tourism, 24 (16) 1–36.
  • Balaguer, J., & Cantavella-Jordá, M. (2002). Tourism as a long-run economic growth factor: The spanish case. Applied Economics, 34(7), 877–884. https://doi.org/10.1080/00036840110058923
  • Barro, R. J., & Sala-i-Martin, X. (1992). Convergence. Journal of Political Economy, 100(2), 223–251. https://doi.org/10.1086/261816
  • Becheri, E. (1991). Rimini and Co - The end of a legend? Dealing with the Algae Effect. Tourism Management, 12(3), 229–235.
  • Becken, S., Jin, X., Zhang, C., & Gao, J. (2017). Urban air pollution in China: Destination image and risk perceptions. Journal of Sustainable Tourism, 25(1), 130–147. https://doi.org/10.1080/09669582.2016.1177067
  • Bindoff, N. L., Cheung, W. W. L., Kairo, J. G., Aristegui, J., Guinder, V. A., Hallberg, R., Hilmi, N., Jiao, N., Karim, M. S., Levin, L., O’Donoghue, S., Purca Cuicapusa, S. R., Rinkevich, B., Suga, T., Tagliabue, A., & Williamson, P. (2019). Changing ocean. Marine Ecosystems, and Dependent Communities. In H.-O. Pörtner, D. C. Roberts, V. Masson-Delmotte, P. Zhai, M. Tignor, E. Poloczanska, K. Mintenbeck, A. Alegría, M. Nicolai, A. Okem, J. Petzold, B. Rama, N. M. Weyer (Eds.), IPCC Special Report on the Ocean and Cryosphere in a Changing Climate, 447–588. In press.
  • Bo, Z., Bi, Y., Hengyun, L., & Hailin, Q. (2017). The spillover effect of attractions: Evidence from Eastern China. Tourism Economics, 23(4), 731–743. https://doi.org/10.5367/te.2016.0541
  • Cai, M., Ferrise, R., Moriondo, M., Nunes, P. A. L. D., & Bindi, M. (2012). Climate change and tourism in tuscany. What If Heat Becomes Unbearable? SSRN Electronic Journal.
  • Čavlek, N., Cooper, C., Krajinović, V., Srnec, L., & Zaninović, K. (2019). Destination climate adaptation. Journal of Hospitality & Tourism Research, 43(2), 314–322. https://doi.org/10.1177/1096348018793507
  • Chang, T. Y., Huang, W., & Wang, Y. (2018). Something in the Air: Pollution and the demand for health insurance. The Review of Economic Studies, 85(3), 1609–1634. https://doi.org/10.1093/restud/rdy016
  • Chasco, C., & Le Gallo, J. (2013).The impact of objective and subjective measures of Air quality and noise on house prices: A multilevel approach for downtown Madrid. Economic Geography, 89(2), 127–148. https://doi.org/10.1111/j.1944-8287.2012.01172.x
  • Cooper, C., & Hall, C. M. (2008). Contemporary tourism. Contemporary Tourism, 347–373. https://doi.org/10.1016/B978-0-7506-6350-2.50015-7
  • Deng, T., Li, X., & Ma, M. (2017). Evaluating impact of air pollution on China’s inbound tourism industry: A spatial econometric approach. Asia Pacific Journal of Tourism Research, 22(7), 771–780. https://doi.org/10.1080/10941665.2017.1331923
  • Dörnhöfer, K., & Oppelt, N. (2016). Remote sensing for lake research and monitoring - recent advances. Ecological Indicators, 64, 105–122. https://doi.org/10.1016/j.ecolind.2015.12.009
  • Erkuş-Öztürk, H. (2009). The role of cluster types and firm size in designing the level of network relations: The experience of the antalya tourism region. Tourism Management, 30(4), 589–597. https://doi.org/10.1016/j.tourman.2008.10.008
  • Eusébio, C., Carneiro, M. J., Madaleno, M., Robaina, M., Rodrigues, V., Russo, M., Relvas, H., Gama, C., Lopes, M., Seixas, V., Borrego, C., & Monteiro, A. (2021). The impact of air quality on tourism: A systematic literature review. Journal of Tourism Futures, 7(1), 111–130. https://doi.org/10.1108/JTF-06-2019-0049
  • Goffi, G., Cucculelli, M., & Masiero, L. (2019). Fostering tourism destination competitiveness in developing countries: The role of sustainability. Journal of Cleaner Production, 209, 101–115. https://doi.org/10.1016/j.jclepro.2018.10.208
  • Gössling, S., Scott, D., Hall, C. M., Ceron, J. P., & Dubois, G. (2012). Consumer behaviour and demand response of tourists to climate change. Annals of Tourism Research, 39(1), 36–58. https://doi.org/10.1016/j.annals.2011.11.002
  • Hall, C. M. (2001). Trends in ocean and coastal tourism: The end of the last frontier? Ocean & Coastal Management, 44(9–10), 601–618. https://doi.org/10.1016/S0964-5691(01)00071-0
  • Hall, C. M. (2019). Constructing sustainable tourism development: The 2030 agenda and the managerial ecology of sustainable tourism. Journal of Sustainable Tourism, 27(7), 1044–1060. https://doi.org/10.1080/09669582.2018.1560456
  • Hao, Y., Niu, X., & Wang, J. (2021). Impacts of haze pollution on China’s tourism industry: A system of economic loss analysis. Journal of Environmental Management, 295, 113051. https://doi.org/10.1016/j.jenvman.2021.113051
  • Hastie, T. J., & Tibshirani, R. J.. (1990). Generalized additive models. 335p. Chapman and Hall.
  • Jang, Y. C., Hong, S., Lee, J., Lee, M. J., & Shim, W. J. (2014). Estimation of lost tourism revenue in geoje island from the 2011 marine debris pollution event in South Korea. Marine Pollution Bulletin, 81(1), 49–54. https://doi.org/10.1016/j.marpolbul.2014.02.021
  • Jiao, S., Gong, W., Zheng, Y., Zhang, X., & Hu, S. (2019). Spatial spillover effects and tourism-led growth: An analysis of prefecture-level cities in China. Asia Pacific Journal of Tourism Research, 24(7), 725–734. https://doi.org/10.1080/10941665.2019.1630454
  • Karlson, B., Andersen, P., Arneborg, L., Cembella, A., Eikrem, W., John, U., West, J. J., Klemm, K., Kobos, J., Lehtinen, S., Lundholm, N., Mazur-Marzec, H., Naustvoll, L., Poelman, M., Provoost, P., De Rijcke, M., & Suikkanen, S. (2021). Harmful algal blooms and their effects in coastal seas of Northern Europe. Harmful Algae, 102, 101989. https://doi.org/10.1016/j.hal.2021.101989
  • Kragt, M. E., Roebeling, P. C., & Ruijs, A. (2009). Effects of great barrier reef degradation on recreational reef-trip demand: A contingent behaviour approach. Australian Journal of Agricultural and Resource Economics, 53(2), 213–229. https://doi.org/10.1111/j.1467-8489.2007.00444.x
  • Krelling, A. P., Williams, A. T., & Turra, A. (2017). Differences in perception and reaction of tourist groups to beach marine debris that can influence a loss of tourism revenue in coastal areas. Marine Policy, 85, 87–99. https://doi.org/10.1016/j.marpol.2017.08.021
  • Lacroix, D., David, B., Lamblin, V., de Menthiere, N., de Lattre-Gasquet, M., Guigon, A., Jannes-Ober, E., Hervieu, H., Potier, F., Ragain, G., & Hoummady, M. (2016). Interactions between oceans and societies in 2030: Challenges and issues for research. European Journal of Futures Research, 4(11), 1–15.
  • Li, J., Wen, J., & Jiang, B. (2017). Spatial spillover effects of transport infrastructure in Chinese New silk road economic belt. International Journal of E-Navigation and Maritime Economy, 6, 1–8. https://doi.org/10.1016/j.enavi.2017.05.001
  • Lipscomb, M., & Mobarak, A. M. (2017). Decentralization and pollution spillovers: Evidence from the re-drawing of county borders in Brazil. The Review of Economic Studies, 84(1), 464–502. https://doi.org/10.1093/restud/rdw023
  • Ma, T., Hong, T., & Zhang, H. (2015). Tourism spatial spillover effects and urban economic growth. Journal of Business Research, 68(1), 74–80. https://doi.org/10.1016/j.jbusres.2014.05.005
  • Majewska, J. (2015). Inter-regional agglomeration effects in tourism in Poland. Tourism Geographies, 17(3), 408–436. https://doi.org/10.1080/14616688.2014.997279
  • Mazanec, J. A., Wöber, K., & Zins, A. H. (2007). Tourism destination competitiveness: From definition to explanation? Journal of Travel Research, 46(1), 86–95. https://doi.org/10.1177/0047287507302389
  • Mérida, A., Carmona, M., Congregado, E, & Golpe, A. (2016). Exploring the regional distribution of tourism and the extent to which there is convergence. Tourism Management, 57, 225–233.
  • MITECO. 2021. Proyecto de Ley de Cambio Climático y Transición Energética. https://www.miteco.gob.es/es/ministerio/proyecto-de-ley-de-cambio-climatico-y-transicion-energetica.aspx
  • Moreno, A., & Amelung, B. (2009). Climate change and tourist comfort on Europe’s beaches in summer: A reassessment. Coastal Management, 37(6), 550–568. https://doi.org/10.1080/08920750903054997
  • Mur, J., López, F., & Herrera, M. (2010). Testing for spatial effects in seemingly unrelated regressions. Spatial Economic Analysis, 5(4), 399–440. https://doi.org/10.1080/17421772.2010.516443
  • Nicolau, J. L., & Más, F. J. (2005). Heckit modelling of tourist expenditure: Evidence from Spain. International Journal of Service Industry Management, 16(3), 271–293. https://doi.org/10.1108/09564230510601404
  • Nilsson, J. H., & Gössling, S. (2013). Tourist responses to extreme environmental events: The case of baltic Sea algal blooms. Tourism Planning & Development, 10(1), 32–44. https://doi.org/10.1080/21568316.2012.723037
  • Nunes, P. A. L. D., Loureiro, M. L., Piñol, L., Sastre, S., Voltaire, L., & Canepa, A. (2015). Analyzing beach recreationists’ preferences for the reduction of jellyfish blooms: Economic results from a stated-choice experiment in catalonia, Spain. PLoS ONE, 10(6), 1–13.
  • Onofri, L., & Nunes, P. A. L. D. (2013). Beach ‘lovers’ and ‘greens’: A worldwide empirical analysis of coastal tourism. Ecological Economics, 88, 49–56. https://doi.org/10.1016/j.ecolecon.2013.01.003
  • Perch-Nielsen, S. L., Amelung, B., & Knutti, R. (2010). Future climate resources for tourism in Europe based on the daily tourism climatic index. Climatic Change, 103(3), 363–381. https://doi.org/10.1007/s10584-009-9772-2
  • Prochniak, M., Oplotnik, Z. J., & Vojinovic, B. (2016). Convergence in the tourism sector at the local level: Empirical evidence from the EU regions. Lex Localis - Journal of Local Self-Government, 14(3), 559–574. https://doi.org/10.4335/14.3.557-574(2016)
  • Proença, S., & Soukiazis, E. (2008). Tourism as an economic growth factor: A case study for southern european countries. Tourism Economics, 14(4), 791–806. https://doi.org/10.5367/000000008786440175
  • Pulido-Fernández, J. I., Cárdenas-García, P. J., & Espinosa-Pulido, J. A. (2019). Does environmental sustainability contribute to tourism growth? An analysis at the country level. Journal of Cleaner Production, 213, 309–319. https://doi.org/10.1016/j.jclepro.2018.12.151
  • Qiang, M., Shen, M., & Xie, H. (2020). Loss of tourism revenue induced by coastal environmental pollution: A length-of-stay perspective. Journal of Sustainable Tourism, 28(4), 550–567. https://doi.org/10.1080/09669582.2019.1684931
  • Robaina, M., Madaleno, M., Silva, S., Eusebio, C., Carneiro, M. J., Gama, C., Oliveira, K., Russo, M. A., & Monteiro, A. (2020). The relationship between tourism and air quality in five european countries. Economic Analysis and Policy, 67, 261–272. https://doi.org/10.1016/j.eap.2020.07.012
  • Schaeffer, Y., & Dissart, J. C. (2018). Natural and environmental amenities: A review of definitions, measures and issues. Ecological Economics, 146, 475–496. https://doi.org/10.1016/j.ecolecon.2017.12.001
  • Serco Italia SPA. (2019). Oceanography using Sentinel-3 and the BRAT Toolbox (version 1.1). https://rus-copernicus.eu/portal/the-rus-library/learn-by-yourself/.
  • Tang, R. (2021). The impact of integration policies on tourism industry convergence in the Yangtze river delta: Theoretical mechanism and empirical test. Letters in Spatial and Resource Sciences, 14(2), 141–167. https://doi.org/10.1007/s12076-021-00270-9
  • Uitz, J., Stramski, D., Gentili, B., D'Ortenzio, F., & Claustre, H. (2012). Estimates of phytoplankton class-specific and total primary production in the Mediterranean Sea from satellite ocean color observations. Global Biogeochemical Cycles, 26(2), GB2024. https://doi.org/10.1029/2011GB004055
  • Wang, L., Zhou, X., Lu, M., & Cui, Z. (2020). Impacts of haze weather on tourist arrivals and destination preference: Analysis based on baidu index of 73 scenic spots in Beijing, China. Journal of Cleaner Production, 273, 122887. https://doi.org/10.1016/j.jclepro.2020.122887
  • Wang, L.-J., & Chen, M.-H. (2020). Nonlinear impact of Air quality on tourist arrivals: New proposal and evidence. Journal of Travel Research, 60(2), 1–13.
  • Wolf, F., Filho, W. L., Singh, P., Scherle, N., Reiser, D., & Telesford, J. (2021). Influences of Climate Change on Tourism Development in Small Pacific Island States, 13(8), 4223.
  • World Tourism Organization. 2021. International Tourism Highlights, 2020 Edition. Madrid: UNWTO.
  • Xu, X., & Reed, M. (2017). Perceived pollution and inbound tourism in China. Tourism Management Perspectives, 21, 109–112. https://doi.org/10.1016/j.tmp.2016.12.006
  • Yang, Y., & Wong, K. K. F. (2012). A spatial econometric approach to model spillover effects in tourism flows. Journal of Travel Research, 51(6), 768–778. https://doi.org/10.1177/0047287512437855

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.