Linking Land Surface Temperature and Tourist Thermal Comfort: Implications for Sustainable Tourism Development in Bali, Indonesia

Authors

  • Rois Dinan Politeknik Pariwisata Makassar
  • MH Nateq Nouri Institut Teknologi Bandung
  • Fardiah Qonita Ummi Naila Institut Teknologi Bandung

DOI:

https://doi.org/10.5614/jpwk.2025.36.3.4

Keywords:

Land surface temperature, tourist thermal comfort, spatio-temporal analysis, sustainable tourism

Abstract

Tourism is widely recognized as one of the most climate-sensitive economic sectors, with destinations in tropical regions increasingly exposed to the impacts of global warming and rapid urbanization. Rising temperatures and the intensification of urban heat island effects have become critical challenges for tourist thermal comfort, destination competitiveness, and the sustainability of tourism development worldwide. As a globally renowned tourism destination, Bali faces growing environmental pressures associated with land-use change and expanding built-up areas; however, empirical studies linking surface temperature dynamics with tourism comfort remain limited. This study aims to analyze the spatiotemporal dynamics of Land Surface Temperature (LST) in Bali Province and assess their implications for tourist thermal comfort and sustainable tourism planning. A remote sensing-based analysis was conducted using satellite imagery from 2014 and 2024 to identify LST changes and evaluate thermal conditions in major tourism hotspots. Thermal comfort benchmarks were established based on internationally recognized thermal comfort indices and tourism climate literature to determine whether current temperature conditions remain within acceptable comfort thresholds. Land cover change analysis was also performed to examine the relationship between land-use transformation and surface temperature variations. The results indicate a significant increase in LST across key tourism areas, particularly in densely urbanized environments, with several popular destinations exceeding optimal thermal comfort ranges. These findings suggest potential risks to visitor experience and long-term destination attractiveness. The study emphasizes the importance of integrating LST and thermal comfort considerations into tourism and spatial planning and provides a replicable methodological framework.

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References

Arismayanti, N. (2019). Development Strategy Of Ecotourism Marine Sustainable In Indonesia. ASEAN Journal on Hospitality and Tourism, 15, 15. https://doi.org/10.5614/ajht.2017.15.2.4

Asmelash, A. G., & Kumar, S. (2019). Assessing progress of tourism sustainability: Developing and validating sustainability indicators. Tourism Management, 71, 67?83. https://doi.org/10.1016/j.tourman.2018.09.020

Boakes, Z., Hall, A. E., Ampou, E. E., Jones, G. C. A., Suryaputra, I. G. N. A., Mahyuni, L. P., Prasetijo, R., & Stafford, R. (2022). Coral reef conservation in Bali in light of international best practice, a literature review. Journal for Nature Conservation, 67, 126190. https://doi.org/10.1016/j.jnc.2022.126190

Boavida-Portugal, I. (2022). Chapter 11?Future land use/cover change and tourism development: Integrating land use policy and tourist decision behaviour. In P. Pereira, E. Gomes, & J. Rocha (Eds.), Mapping and Forecasting Land Use (pp. 243?264). Elsevier. https://doi.org/10.1016/B978-0-323-90947-1.00003-X

Chen, M.-W., Tu, H.-M., & Tung, C.-H. (2022). From Chinese tourists to Taiwanese campers: Impacts of tourism policies on campsite land use/cover change. Journal of Environmental Management, 310, 114749. https://doi.org/10.1016/j.jenvman.2022.114749

Chikodzi, D., Nhamo, G., Dube, K., & Chapungu, L. (2022). Climate change risk assessment of heritage tourism sites within South African national parks. International Journal of Geoheritage and Parks, 10(3), 417?434. https://doi.org/10.1016/j.ijgeop.2022.08.007

Ciuha, U., & Mekjavic, I. B. (2016). Regional thermal comfort zone in males and females. Physiology & Behavior, 161, 123?129. https://doi.org/10.1016/j.physbeh.2016.04.008

Dong, Y., & Qu, Y. (2023). The impact mechanism and boundary conditions of tourists? restoration perception on destination attachment: A resource conservation perspective. Tourism Management Perspectives, 48, 101165. https://doi.org/10.1016/j.tmp.2023.101165

Geria, I. M., Nastiti, T. S., Handini, R., Sujarwo, W., Dwijendra, A., Fauzi, M. R., & Juliawati, N. P. E. (2023). Built environment from the ancient Bali: The Balinese heritage for sustainable water management. Heliyon, 9(11). https://doi.org/10.1016/j.heliyon.2023.e21248

Haldar, S., Mandal, S., Bhattacharya, S., & Paul, S. (2023). Dynamicity of Land Use/Land Cover (LULC) An analysis from peri-urban and rural neighbourhoods of Durgapur Municipal Corporation (DMC) in India. Regional Sustainability, 4(2), 150?172. https://doi.org/10.1016/j.regsus.2023.05.001

Hendrawan, I. G., Pamungkas, P. B. P., Adibhusana, M. N., Maharta, I. P. R. F., Saraswati, N. L. G. R. A., Wilcox, C., & Hardesty, B. D. (2023). Characteristics and distribution of stranded plastic pollution in Bali conservation areas. Marine Pollution Bulletin, 197, 115770. https://doi.org/10.1016/j.marpolbul.2023.115770

Higgins-Desbiolles, F. (2018). Sustainable tourism: Sustaining tourism or something more? Tourism Management Perspectives, 25, 157?160. https://doi.org/10.1016/j.tmp.2017.11.017

Kardi, C., Kawan, I., & Wiasta, I. (2021). Eco-Marine-Tourism Program for Coastal Communities Sustainable Development in Gerokgak District, Bali, Indonesia. International Journal of Innovative Research and Development, 10. https://doi.org/10.24940/ijird/2021/v10/i7/JUL21025

Khan, S. A., Al Rashid, A., & Ko M. (2023). Adaptive response for climate change challenges for small and vulnerable coastal area (SVCA) countries: Qatar perspective. International Journal of Disaster Risk Reduction, 96, 103969. https://doi.org/10.1016/j.ijdrr.2023.103969

Kiavarz, M., Hosseinbeigi, S. B., Mijani, N., Shahsavary, M. S., & Firozjaei, M. K. (2022). Predicting spatial and temporal changes in surface urban heat islands using multi-temporal satellite imagery: A case study of Tehran metropolis. Urban Climate, 45, 101258. https://doi.org/10.1016/j.uclim.2022.101258

Kumar, B. P., Babu, K. R., Anusha, B. N., & Rajasekhar, M. (2022). Geo-environmental monitoring and assessment of land degradation and desertification in the semi-arid regions using Landsat 8 OLI / TIRS, LST, and NDVI approach. Environmental Challenges, 8, 100578. https://doi.org/10.1016/j.envc.2022.100578

Lam-Gonzez, Y. E., Garc, C., Gonzez Herndez, M. M., & Le, C. J. (2022). Benefit transfer of climate change adaptation policies in island tourist destinations. Tourism Management, 90, 104471. https://doi.org/10.1016/j.tourman.2021.104471

Liu, Y., Yao, W., & Gao, W. (2023). Thermal environment evaluation and thermal comfort zone deviation??A case study of Chinese seaweed house in summer. Journal of Building Engineering, 78, 107703. https://doi.org/10.1016/j.jobe.2023.107703

Liu, Z., Wang, J., Ding, J., & Xie, X. (2023). Analysis of spatial?temporal evolution trends and influential factors of desert-oasis thermal environment in typical arid zone: The case of Turpan?Hami region. Ecological Indicators, 154, 110747. https://doi.org/10.1016/j.ecolind.2023.110747

Lopes, H. S., Remoaldo, P. C., Ribeiro, V., & Mart-Vide, J. (2021). Perceptions of human thermal comfort in an urban tourism destination ? A case study of Porto (Portugal. Building and Environment, 205, 108246. https://doi.org/10.1016/j.buildenv.2021.108246

Marlon, J. R., Wang, X., Mildenberger, M., Bergquist, P., Swain, S., Hayhoe, K., Howe, P. D., Maibach, E., & Leiserowitz, A. (2021). Hot dry days increase perceived experience with global warming. Global Environmental Change, 68, 102247. https://doi.org/10.1016/j.gloenvcha.2021.102247

Naila, F. Q. U. (2023). The impact of the development of the tourism sector in terms of economic, social population and land cover in Batu City. Jurnal Pariwisata Pesona, 8(2), 195?202. https://doi.org/10.26905/jpp.v8i2.8681

Nicl, R., Perell M., Puchades, J., Coll, C., & Valor, E. (2023). Evaluating Landsat-9 TIRS-2 calibrations and land surface temperature retrievals against ground measurements using multi-instrument spatial and temporal sampling along transects. International Journal of Applied Earth Observation and Geoinformation, 125, 103576. https://doi.org/10.1016/j.jag.2023.103576

Purwanto, L., S., Y., Akhsani, F., Sofiana, E. I., & Ferdiansah, M. R. (2023). Land cover change assessment using random forest and CA markov from remote sensing images in the protected forest of South Malang, Indonesia. Remote Sensing Applications: Society and Environment, 32, 101061. https://doi.org/10.1016/j.rsase.2023.101061

Rahaman, Z. A., Kafy, A.-A., Saha, M., Rahim, A. A., Almulhim, A. I., Rahaman, S. N., Fattah, M. A., Rahman, M. T., S, K., Faisal, A.-A.-, & Al Rakib, A. (2022). Assessing the impacts of vegetation cover loss on surface temperature, urban heat island and carbon emission in Penang city, Malaysia. Building and Environment, 222, 109335. https://doi.org/10.1016/j.buildenv.2022.109335

Rosalina, P. D., Dupre, K., Wang, Y., Putra, I. N. D., & Jin, X. (2023). Rural tourism resource management strategies: A case study of two tourism villages in Bali. Tourism Management Perspectives, 49, 101194. https://doi.org/10.1016/j.tmp.2023.101194

Sandoval, S., Escobar-Flores, J. G., & Badar Munir, M. (2023). Urbanization and its impacts on land surface temperature and sea surface temperature in a tourist region in Mexico from 1990 to 2020. Remote Sensing Applications: Society and Environment, 32, 101046. https://doi.org/10.1016/j.rsase.2023.101046

Santhosh, L. G., & Shilpa, D. N. (2023). Assessment of LULC change dynamics and its relationship with LST and spectral indices in a rural area of Bengaluru district, Karnataka India. Remote Sensing Applications: Society and Environment, 29, 100886. https://doi.org/10.1016/j.rsase.2022.100886

Sumaryana, H., Imam, B., & Sejati, A. W. (2024). Green infrastructure modelling for UHI control to urban thermal comfort: A case study of Temanggung urban area. International Journal of Urban Sciences, 28(2), 211?243. https://doi.org/10.1080/12265934.2023.2253200

Suryawan, I. W. K., Sianipar, I. M. J., & Lee, C.-H. (2024). Reshaping marine debris management post-COVID-19: Integrating adaptive attributes for enhanced community engagement. Ocean & Coastal Management, 253, 107149. https://doi.org/10.1016/j.ocecoaman.2024.107149

Tunjungsari, K. R. (2018). Karakteristik dan Persepsi Wisatawan Mancanegara di Kawasan Sanur dan Canggu, Bali. Jurnal Pariwisata Terapan, 2(2). https://doi.org/10.22146/jpt.43178

Ullah, W., Ahmad, K., Ullah, S., Tahir, A. A., Javed, M. F., Nazir, A., Abbasi, A. M., Aziz, M., & Mohamed, A. (2023). Analysis of the relationship among land surface temperature (LST), land use land cover (LULC), and normalized difference vegetation index (NDVI) with topographic elements in the lower Himalayan region. Heliyon, 9(2). https://doi.org/10.1016/j.heliyon.2023.e13322

Wang, B., & Li, J. (2023). Global sensitivity analysis based on multi-objective optimization of rural tourism building performance. Journal of Cleaner Production, 417, 137917. https://doi.org/10.1016/j.jclepro.2023.137917

Xu, C., Chen, G., Huang, Q., Su, M., Rong, Q., Yue, W., & Haase, D. (2022). Can improving the spatial equity of urban green space mitigate the effect of urban heat islands? An empirical study. Science of The Total Environment, 841, 156687. https://doi.org/10.1016/j.scitotenv.2022.156687

Zhou, W., Yu, W., Zhang, Z., Cao, W., & Wu, T. (2023). How can urban green spaces be planned to mitigate urban heat island effect under different climatic backgrounds? A threshold-based perspective. Science of The Total Environment, 890, 164422. https://doi.org/10.1016/j.scitotenv.2023.164422

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Published

2025-12-25

How to Cite

Dinan, R., Nouri, M. N., & Naila, F. Q. U. . (2025). Linking Land Surface Temperature and Tourist Thermal Comfort: Implications for Sustainable Tourism Development in Bali, Indonesia. Journal of Regional and City Planning, 36(3), 258-275. https://doi.org/10.5614/jpwk.2025.36.3.4

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Research Articles