Assessment the Vulnerability of Rural Tourism Destinations Against Flood Risk in Mountainous Regions (Case Study: Chaharmahal and Bakhtiari Province)

Document Type : applied research

Authors

1 a Assistant Professor, Geography Department, Faculty of Geographical Sciences and Planning, University of Isfahan, Isfahan, Iran

2 PhD, Department of Geography, Faculty of Geographical Sciences, Kharazmi University, Tehran, Iran

Abstract

Today, villages are increasingly recognized as vital areas for tourism, making it essential to focus on various aspects of their management and development. One critical area of concern is the evaluation of tourism-targeted villages in terms of natural hazards, particularly for sustainable development. This research aims to assess the flood risk vulnerability of tourism villages in the Chaharmahal and Bakhtiari province. Using a descriptive-analytical method based on spatial data, we emphasized six criteria: elevation, slope, geology, land cover, waterways, and rainfall. Flood risk assessment was conducted using the Boolean method and overlapping operations based on both optimistic and pessimistic scenarios. The results indicated that, under the optimistic scenario, 97.11 square kilometers of the area are at risk of flooding, including Rostam Abad village. However, in the pessimistic scenario, over 16,001.98 square kilometers, equivalent to 98.62 percent of the region, are at risk. This scenario revealed that 14 out of the 18 tourist villages, including Rostam Abad, Chalwan, Swadjan, Yase Chai, Pirghar, Rostam Baig, Birahgan, Dimeh, Sheikh Ali Khan, Niakan, Dezak, Dorak, Doplan, and Barez, are vulnerable to flood risk and are in precarious conditions. Based on these findings, it is evident that Rostam Abad village is at risk of flooding in both scenarios. Additionally, the significant risk faced by other villages in the pessimistic scenario should not be overlooked. Consequently, it is crucial to implement appropriate planning and executive-operational measures to mitigate flood risks in these areas. 
 
Extended Abstract
 
Introduction
Flood risk in various rural areas, including tourist villages, is considered one of the most significant risks. The risk of flooding and its impact on tourist villages is a critical area of study that requires attention. Understanding the relationship between flood risk and tourism is crucial for developing post-disaster management policies and strategies. One of the key factors to consider regarding the impact of flood risk on tourist villages is its potential economic and social consequences. The disruption caused by floods can significantly damage the infrastructure and amenities that attract tourists to these villages, leading to reduced tourist numbers, loss of income for local businesses, and overall negative effects on the community. Moreover, understanding the specific vulnerabilities of tourist villages to flood risk is essential for implementing targeted mitigation and adaptation measures. By identifying the unique challenges facing these communities, policymakers and stakeholders can develop resilience strategies that address the specific needs of tourism-dependent regions. Undoubtedly, the relationship between flood risk and tourist villages is a multifaceted issue that requires a comprehensive approach. Through further research and integration of diverse perspectives, sustainable solutions can be developed to protect the livelihoods and well-being of tourism-dependent communities in flood-prone areas. Given this, identifying areas exposed to risks, including flood risk in tourism villages, is crucial for better development of these spaces. The tourism villages in Chaharmahal and Bakhtiari province can serve as a suitable case study for assessing flood risk. This region, characterized by its mountainous terrain and unique natural features, provides an ideal setting to study flood risk. Identifying challenges, including predicting flood risk and integrating crisis management into rural tourism development, can be a decisive step towards sustainable tourism development in this region. Therefore, the purpose of this research is to evaluate tourist villages in terms of flood risk vulnerability. Accordingly, the main research question is formulated as follows: What is the flood risk vulnerability situation of tourism villages in Chaharmahal and Bakhtiari province?
 
Methodology
This research is descriptive-analytical in nature and practical in purpose. The data includes spatial data from the mapping organization as well as meteorological statistics. First, the effective criteria for evaluating tourist villages in terms of flood risk vulnerability were identified. Various criteria have been used in different studies. In this research, six criteria were used: elevation, slope, geology, land cover, waterways, and precipitation. Initially, the criteria were standardized to ensure all had the same unit. Based on the review of the literature and previous research, the standards and characteristics of flood risk were extracted and considered for each criterion. In this research, the Boolean method was used to weight the sub-criteria. In this method, flood-prone areas were assigned a code of zero, and areas without risk were assigned a weight and identified with a code of one. This process was applied to all six criteria, and the maps were generated with two layers: zero and one. Next, the obtained maps were overlapped using AND and OR algorithms, known as the pessimistic (AND) and optimistic (OR) scenarios. Through this process, the status of tourist villages was determined based on the calculated vulnerability to flood risk. The maps were prepared using ArcGIS software. Additionally, the IDW (Inverse Distance Weighting) algorithm was used to prepare the precipitation pattern, the Distance algorithm to prepare the distance map from waterways, and the Slope algorithm to prepare the slope map.
 
Results and Discussion
The findings of the research showed that in the optimistic scenario, 97.11 square kilometers of the area are at risk of flooding, including Rostam Abad village. However, in the pessimistic scenario, more than 16,001.98 square kilometers, equivalent to 98.62 percent of the region, are at risk of flooding. In this scenario, 14 out of 18 tourist villages, including Rostam Abad, Chalwan, Swadjan, Yase Chai, Pirghar, Rostam Bey, Birahgan, Dimeh, Sheikh Ali Khan, Niakan, Dezak, Dorak, Duplan, and Barez, are vulnerable to flood risk, placing them in unfavorable conditions. Based on the results, it can be concluded that in both scenarios, Rostam Abad village is at risk of flooding. Other villages in the pessimistic scenario should also not be ignored. Therefore, planning and appropriate executive-operational measures should be emphasized in this field.
 
Conclusion
Natural hazards always threaten villages, arising from various conditions. One of the most significant risks in rural areas is flooding. Flood risk consistently causes irreparable damage to rural areas across social, economic, and physical aspects. In this context, tourist villages suffer greater losses due to their unique locations and developed infrastructure. Therefore, identifying villages at risk of flooding can be a positive step towards better management and development, as well as mitigating potential future crises. Chaharmahal and Bakhtiari provinces, due to their geographical location and numerous tourist villages, are suitable regions for investigating this issue. This research examines the tourist villages of this province in terms of flood risk vulnerability. The results showed that all the investigated factors, including elevation, slope, geology, land cover, rainfall, and waterways, are effective in controlling and determining the degree of flood risk vulnerability. The distribution of the studied tourist villages on each of the maps confirms this well.

Highlights

  •  

Keywords

Main Subjects


  1. Abd-Elhamid, H. F., Fathy, I., & Zeleňáková, M. (2018). Flood prediction and mitigation in coastal tourism areas, a case study: Hurghada, Egypt.  Natural Hazards, 93, 559-576. https://link. springer.com/article/10.1007/s11069-018-3316-x
  2. Abedini, M., Fa’al Nazari, M., & Pirouzi, E. (2023). Flood risk assessment and zoning using multi-criteria ARA and unit hydrograph techniques (Case study: upstream basin of Sultan Bridge hydrometric station, Meshginshahr). Natural Environmental Hazards, 12(35), 115–138. https://doi.org/10.22111/jneh.2022.40684.1863 [In Persian]
  3. Alavi, S. A., Ramazan Nejad, Y., Fattahi, A., & Khalifeh, E. (2015). Spatial zoning of rural settlements exposed to environmental hazards using VIKOR multi-criteria decision-making technique (Case study: Talesh County). Regional Planning Scientific Quarterly, 5(20), 125–136. https://jzpm.marvdasht.iau.ir/article_1704.html [In Persian]
  4. Apel, H., Thieken, A. H., Merz, B., & Blöschl, G. (2004). Flood risk assessment and associated uncertainty.  Natural Hazards and Earth System Sciences, 4(2), 295-308. https://doi.org/10.5194/nhess-4-295-2004
  5. Begg, S. S., De Ramon N’Yeurt, A., & Iese, V. (2021). Integrated flood vulnerability assessment of villages in the Waimanu River Catchment in the South Pacific: the case of Viti Levu, Fiji.  Regional Environmental Change, 21(3), 38-49. https://link. springer.com/article/10.1007/s10113-021-01824-9
  6. Chen, Y., Wang, Y., Zhang, Y., Luan, Q., & Chen, X. (2020). Flash floods, land-use change, and risk dynamics in mountainous tourist areas: A case study of the Yesanpo Scenic Area, Beijing, China.  International Journal of Disaster Risk Reduction, 50, 30-50. https://doi.org/10.1016/j. ijdrr. 2020.101873
  7. Day, G. (1967). Superatomic boolean algebras.  Pacific Journal of Mathematics, 23(3), 479-489. https://www.cs. nmsu.edu/historical-projects/Projects/25520111208boole-venn-peirce_05_22_11. pdf
  8. Devitt, L., Neal, J., Coxon, G., Savage, J., & Wagener, T. (2023). Flood hazard potential reveals global floodplain settlement patterns.  Nature Communications, 14(1), 1-16. https://www.nature.com/articles/s41467-023-38297-9
  9. Elena, S. I. M. A. (2019). Economic, social and environmental impact of Romanian rural tourism.  Agricultural Economics and Rural Development, 16(1), 137-146. https://ideas.repec.org/a/iag/reviea/v16y2019i1p137-146.html
  10. Esmaeilnejad, M., Karimi, S., & Khabazi, M. (2019). Synoptic analysis and spatial zoning of natural hazards (Case study: South Khorasan Province). Journal of Physical Geography, 12(44), 99–118. https://dorl.net/dor/20.1001.1.20085656.1398.12.44.7.6 [In Persian]
  11. Ghobadi, M., Ahmadi Pari, M., & Salehi, E. (2016). Flood risk assessment and zoning of human settlements toward sustainable development using Fuzzy AHP in GIS and DPSIR model (Case study: Abali region). Journal of Environmental Science and Technology, 18(2), 351–363. https://journals.srbiau.ac.ir/article_9837.html [In Persian]
  12. Hu, S., Cheng, X., Zhou, D., & Zhang, H. (2017). GIS-based flood risk assessment in suburban areas: A case study of the Fangshan District, Beijing.  Natural Hazards, 87, 1525-1543. https://doi.org/10.1007/s11069-025-07451-5
  13. Ibănescu, B. C., Stoleriu, O. M., Munteanu, A., & Iațu, C. (2018). The impact of tourism on sustainable development of rural areas: Evidence from Romania.  Sustainability, 10(10), 1-19. DOI:  3390/su10103529
  14. Jamini, D., Dehghani, A., Atashbahar, R., & Rezaei, A. (2025). Locating religious ecotourism camps in western Iran (Case study: Veysalqarn tourism sample area, Kermanshah Province). Spatial Planning, 14(1), 39–62. https://doi.org/10.22108/sppl.2024.140186.1765 [In Persian]
  15. Khaledi, Sh., Farahmand, G., & Alibakhshi, A. (2021). Analysis and zoning of geomorphological vulnerability to natural hazards (floods and earthquakes) in Kermanshah Province. Quarterly Journal of Urban and Regional Sustainable Development Studies, 2(1), 17–36. https://www.srds.ir/article_132471.html [In Persian]
  16. Maroto-Martos, J. C., Voth, A., & Pinos-Navarrete, A. (2020). The importance of tourism in rural development in Spain and Germany. In Neoendogenous development in european rural areas: Results and lessons (pp. 181-205). Cham: Springer International Publishing. http://dx.doi.org/10.1007/978-3-030-33463-5_9
  17. Modoudi Arkhodi, M., Boroumand, R., & Akbari, E. (2021). Flood risk zoning and spatial analysis: Case study of sample villages in Qaen County. Natural Environmental Hazards, 10(29), 53–68. https://doi.org/10.22111/jneh.2020.32990.1614 [In Persian]
  18. Narendr, A., Vinay, S., Aithal, B. H., & Das, S. (2022). Multi-dimensional parametric coastal flood risk assessment at a regional scale using GIS.  Environment, Development and Sustainability, 24(7), 9569-9597. https://link. springer.com/article/10.1007/s10668-021-01839-6
  19. Nasiri Zare, S. (2021). Zoning of rural areas affected by flood (April 2019) in Howeyzeh County, Khuzestan Province. Journal of Space and Place Studies in Urban, 18(18), 41–49. https://doi.org/10.1001.1.25386050.1400.1400.18.3.2 [In Persian]
  20. Pathak, A., van Beynen, P. E., Akiwumi, F. A., & Lindeman, K. C. (2021). Impacts of climate change on the tourism sector of a Small Island Developing State: A case study for the Bahamas.  Environmental Development, 37, 23-40. https://doi.org/10.1016/j. envdev. 2020.100556
  21. Plate, E. J. (2002). Flood risk and flood management.  Journal of hydrology, 267(1-2), 2-11. https://www.sciencedirect.com/science/article/abs/pii/S002216940200135X
  22. Rahmati, O., Zeinivand, H., & Besharat, M. (2016). Flood hazard zoning in Yasooj region, Iran, using GIS and multi-criteria decision analysis.  Geomatics, Natural Hazards and Risk, 7(3), 1000-1017. https://doi.org/10.1080/19475705.2015.1045043
  23. Rajabi, M., Hejazi, M. A., Roustaei, S., & Ali, N. (2018). Zoning of natural and geomorphological vulnerability of rural settlements in Saqqez County (Case study: floods and earthquakes). Quantitative Geomorphology Research, 7(2), 183–195. https://dorl.net/dor/20.1001.1.22519424.1397.7.2.10.6 [In Persian]
  24. Rezvani, M. R. (2022). Evaluation, validation, and ranking of target tourism villages. Research Institute of Cultural Heritage, Tourism, and Handicrafts, Tehran. [In Persian]
  25. Rincón, D., Khan, U. T., & Armenakis, C. (2018). Flood risk mapping using GIS and multi-criteria analysis: A greater Toronto area case study.  Geosciences, 8(8), 275. https://doi.org/10.3390/geosciences8080275
  26. Rokneddin Eftekhari, A. R., Sadeghloo, T., Ahmadabadi, A., & Sajasi Qidari, H. (2009). Evaluation and zoning of flood risk villages using HEC-Geo RAS model in GIS environment: Case study of villages in Gorganrud basin. Local Development (Rural-Urban), 1(1), 157–182. https://jrd.ut.ac.ir/article_20819.html [In Persian]
  27. Rosselló, J., Becken, S., & Santana-Gallego, M. (2020). The effects of natural disasters on international tourism: A global analysis.  Tourism management, 79, 35-51. https://doi.org/10.1016/j. tourman. 2020.104080
  28. Rustini, N. K. A., Budhi, M. K. S., Setyari, N. P. W., & Setiawina, N. D. (2022). Development of sustainable tourism based on local community participation.  Journal of Economics, Finance and Management Studies, 5(11), 3283-3286. https://ijefm.co. in/v5i11/Doc/16. pdf
  29. Sadeghi, H. (2023). Comparative evaluation of fuzzy overlay models for determining zones prone to lodging-tourism facilities in Dezpart area with Gamma and Sum models. Spatial Planning, 13(4), 1–22. https://doi.org/10.22108/sppl.2023.138669.1759 [In Persian]
  30. Sadeghi, H., & Seidaiy, S. (2023). Tourism and rural development. Rural areas-Development and Transformations. Intechopen press. http://dx.doi.org/10.5772/intechopen.111400
  31. Sadeghloo, T., & Sajasi Qidari, H. (2014). Flood risk management strategies in rural areas using SWOC-TOPSIS model (Case study: Qarachay watershed, Ramyan). Geography and Environmental Hazards, 3(4), 105–128. https://doi.org/10.22067/geo.v3i4.36491 [In Persian]
  32. Saeedi, S., & Asiyai, M. (2020). Flood risk zoning in Sabzevar County using fuzzy logic. Quarterly Journal of Urban and Regional Development Planning, 5(15), 27–49. https://doi.org/10.22054/urdp.2021.61580.1348 [In Persian]
  33. Santos, R. (2021). Return Migration and Rural Tourism Development in Portugal.  Tourism Planning & Development, 2, 1-24. https://doi.org/10.1080/21568316.2021.1953121
  34. Seyed Eskandar, S., & Sadeghi, H. (2023). Locating ecotourism camps for nomadic tribes in Chaharmahal and Bakhtiari region. Nomads’ Territorial Planning Studies, 3(1), 13–30. https://doi.org/10.22034/jsnap.2023.167726 [In Persian]
  35. Shivaprasad Sharma, S. V., Roy, P. S., Chakravarthi, V., & Srinivasa Rao, G. (2018). Flood risk assessment using multi-criteria analysis: a case study from Kopili River Basin, Assam, India.  Geomatics, Natural Hazards and Risk, 9(1), 79-93. DOI:  1080/19475705.2017.1408705
  36. Soleimani, K., & Mohseni, B. (2023). Assessment of factors affecting flood susceptibility based on analytic network process and GIS in the Vazarood basin, Mazandaran Province. Ecohydrology, 10(1), 61–75. https://doi.org/10.22059/ije.2023.353903.1708 [In Persian]
  37. Su, M. M., Wall, G., Wang, Y., & Jin, M. (2019). Livelihood sustainability in a rural tourism destination-Hetu Town, Anhui Province, China.  Tourism Management, 71, 272-281.https://doi.org/10.1016/j. tourman. 2018.10.019
  38. Sulaiman, N. A., Mastor, T. A., Mat, M. S. C., & Samad, A. M. (2015). Flood hazard zoning and risk assessment for Bandar Segamat sustainability using analytical hierarchy process (AHP). In 2015 IEEE 11th International Colloquium on Signal Processing & Its Applications (CSPA), 72-77. https://ieeexplore. ieee.org/abstract/document/7225621
  39. Tarchiani, V., Massazza, G., Rosso, M., Tiepolo, M., Pezzoli, A., Housseini Ibrahim, M., & Rapisardi, E. (2020). Community and impact-based early warning system for flood risk preparedness: The experience of the Sirba River in Niger.  Sustainability, 12(5), 1-124. https://doi.org/10.3390/su12051802
  40. Wondim, Y. K. (2016). Flood hazard and risk assessment using GIS and remote sensing in lower Awash sub-basin, Ethiopia.  Journal of Environment and Earth Science, 6(9), 69-86. https://d1wqtxts1xzle7. cloudfront.net/57151989
  41. Yang, J., Yang, R., Chen, M. H., Su, C. H. J., Zhi, Y., & Xi, J. (2021). Effects of rural revitalization on rural tourism.  Journal of Hospitality and Tourism Management, 47, 35-45. https://doi.org/10.1016/j. jhtm. 2021.02.008