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Unveiling the impact of rapid urbanization on human comfort: a remote sensing-based study in Rajshahi Division, Bangladesh

Author

Listed:
  • Md. Atik Fayshal

    (Khulna University of Engineering & Technology)

  • Md. Jahir Uddin

    (Khulna University of Engineering & Technology
    Khulna University of Engineering & Technology)

  • Md. Nazmul Haque

    (Hiroshima University
    Khulna University of Engineering and Technology)

  • Md. Nymur Rahman Niloy

    (Khulna University of Engineering & Technology)

Abstract

The present study unveils the environmental impacts of land cover changes upon land surface temperature (LST) in Rajshahi division, Bangladesh, focusing on human thermal comfort (HTC). Using the remote sensing techniques and ArcGIS tools, the spatiotemporal indicators including LST, Normalized Difference Water Index (NDWI), Normalized Difference Vegetation Index (NDVI), Discomfort Index (DI), and AWBGT Index were analyzed for the years 2005–2020, with Landsat 8 OLI and as well Landsat-5 TM satellite imageries. The results indicate that over 15 years, the built-up area expanded from 3469.29 km2 (21.02%) to 5872.76 km2 (35.59%). The urban area has enlarged at 0.97% per year since 2005. In 2015, maximum and minimum temperatures of the division were noted at 34.88 and 24.16 °C, when vegetation percentage was minimum compared to other study periods (22.97%). The assessed LST during the study periods showed that the south-eastern and north-eastern parts of Rajshahi division exhibited higher LST. The study uncovered a robust correlation among LST, NDVI, and NDWI. Subsequently, LST and air temperature were positively correlated and LST was found to be greater than air temperature in all periods. However, urban expansion is recognized as a prime contributor to thermal stress-related problems in the Rajshahi division. The study was observed increasing thermal discomfort over time. In 2005, about 40% experienced discomfort, dropping to 30% in 2010, but sharply rising to over 80% by 2020. These findings highlight the significant impact of urban expansion on thermal stress in the region. From human thermal comfort, it disclosed that in 2020, 48% of the study area experienced dangerous heat stress, with 30% experiencing temperatures ranging from 27.7 to 32.2 °C. Our findings appeal for sustainable urban planning to mitigate the adverse impacts of increasing LST on human health and well-being.

Suggested Citation

  • Md. Atik Fayshal & Md. Jahir Uddin & Md. Nazmul Haque & Md. Nymur Rahman Niloy, 2025. "Unveiling the impact of rapid urbanization on human comfort: a remote sensing-based study in Rajshahi Division, Bangladesh," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 11185-11219, May.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:5:d:10.1007_s10668-023-04354-y
    DOI: 10.1007/s10668-023-04354-y
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    References listed on IDEAS

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    1. Lili Zhang & Dong Wei & Yuyao Hou & Junfei Du & Zu’an Liu & Guomin Zhang & Long Shi, 2020. "Outdoor Thermal Comfort of Urban Park—A Case Study," Sustainability, MDPI, vol. 12(5), pages 1-23, March.
    2. Zhvan Baqi Qader & Zuheir Karabash & Ali Firat Cabalar, 2023. "Analyzing Geotechnical Characteristics of Soils in Erbil via GIS and ANNs," Sustainability, MDPI, vol. 15(5), pages 1-40, February.
    3. Bastiaanssen, Wim G. M. & Molden, David J. & Makin, Ian W., 2000. "Remote sensing for irrigated agriculture: examples from research and possible applications," Agricultural Water Management, Elsevier, vol. 46(2), pages 137-155, December.
    4. Nevan J. Krogan & Gerard Cagney & Haiyuan Yu & Gouqing Zhong & Xinghua Guo & Alexandr Ignatchenko & Joyce Li & Shuye Pu & Nira Datta & Aaron P. Tikuisis & Thanuja Punna & José M. Peregrín-Alvarez & Mi, 2006. "Global landscape of protein complexes in the yeast Saccharomyces cerevisiae," Nature, Nature, vol. 440(7084), pages 637-643, March.
    5. Mhd. Salama & Rogier Velde & Lei Zhong & Yaoming Ma & Matthew Ofwono & Zhongbo Su, 2012. "Decadal variations of land surface temperature anomalies observed over the Tibetan Plateau by the Special Sensor Microwave Imager (SSM/I) from 1987 to 2008," Climatic Change, Springer, vol. 114(3), pages 769-781, October.
    6. Subhanil Guha & Himanshu Govil, 2021. "An assessment on the relationship between land surface temperature and normalized difference vegetation index," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 1944-1963, February.
    7. Md. Abdul Fattah & Syed Riad Morshed & Gitisree Biswas & Md. Nazmul Haque & Saifullah Bin Ansar & Md. Mojammel Hoque & Fahmida Yeasmin Sami & Asma Amin Rimi, 2021. "Socioeconomic and environmental impacts of bridge construction: evidence from the Khan Jahan Ali Bridge, Khulna, Bangladesh," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 48(8), pages 1121-1138, April.
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