Abedini, M., Qale, A., Aghazadeh, N., Mohammadzadeh Shihgaran, M., 2022. Monitoring the surface temperature of the earth and investigating the relationship between land use and surface temperature using OLI and TM sensor images (case study: Meshginshahr city). Applied Research of Geographical Sciences 22(67), 375–393. ( in Persian )
Ahrens, C. D., Henson, R., 2022. Meteorology Today: An Introduction to Weather, Climate, and the Environment, 13th ed. Cengage Learning, 736 pp.
Alshehri, F., Abuamarah, B. A., Abd El-Hamid, H. T., 2023. Impact of land use dynamics on land surface temperature using optical remote sensing data integrated with statistical analysis in Riyadh, Saudi Arabia. Advances in Space Research 72(5), 1739–1750.
Arnfield, A. J., 2003. Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island. International Journal of Climatology 23(1), 1–26.
Barry, R. G., Chorley, R. J., 2009. Atmosphere, Weather and Climate, 9th ed. Routledge, London & New York, 532 pp.
Bonan, G. B., 2008. Forests and climate change: forcings, feedbacks, and the climate benefits of forests. Science 320(5882), 1444–1449.
Chen, A., Yao, X. A., Sun, R., Chen, L., 2014. Effect of urban green patterns on surface urban cool islands and its seasonal variations. Urban Forestry & Urban Greening 13(4), 646–654.
Clinton, N., Gong, P., 2013. MODIS detected surface urban heat islands and sinks: Global locations and controls. Remote Sensing of Environment 134, 294–304.
Ebrahimi, A., Safarzad, T., Ghobadi, G. J., 2023. Evaluation of land use changes and their effect on surface albedo and land surface temperature (case study: cities from Sari to Chalus). Natural Geography Quarterly 15(59), 21. (in Persian)
Elgendy, D., Tolba, O., Kamel, T., 2025. The impact of increasing urban surface albedo on outdoor air and surface temperatures during summer in newly developed areas. Scientific Reports 15(1), 25165.
Farr, T. G., Rosen, P. A., Caro, E., Crippen, R., Duren, R. M., Hensley, S., Kobrick, M., Paller, M., Rodriguez, E., Roth, L., Seal, D., Shaffer, S. W., Shimada, J., Umland, J., Werner, M., Oskin, M., Burbank, D. W., Alsdorf, D.,2007. The Shuttle Radar Topography Mission. Reviews of Geophysics 45(2), RG2004.
Feyzi Zadeh, B. D., Gholamnia, K., 2016. Estimation of land surface temperature and separate window algorithm using Landsat 8 satellite images (case study: Mahabad watershed). Scientific-Research Quarterly of Geographical Data 25(98), 171–181. ( in Persian )
Guha, S., Govil, H., Dey, A., Gill, N., 2018. Analytical study of land surface temperature with NDVI and NDBI using Landsat 8 OLI and TIRS data in Florence and Naples city, Italy. European Journal of Remote Sensing 51(1), 667–678.
Haashemi, S., Weng, Q., Darvishi, A., Alavipanah, S. K., 2016. Seasonal variations of the surface urban heat island in a semi-arid city. Remote Sensing 8(4), 352.
Han, L., Lu, L., Fu, P., Ren, C., Cai, M., Li, Q., 2023. Exploring the seasonality of surface urban heat islands using enhanced land surface temperature in a semi-arid city. Urban Climate 49, 101455.
Holton, J. R., Hakim, G. J., 2013. An Introduction to Dynamic Meteorology, 5th ed. Elsevier Academic Press, Amsterdam and Boston, 532 pp.
Käfer, P. S., da Rocha, N. S., Diaz, L. R., Kaiser, E. A., Santos, D. C., Veeck, G. P., Roberti, D. R., Rolim, S. B. A., de Oliveira, G. G., 2020. Artificial neural networks model based on remote sensing to retrieve evapotranspiration over the Brazilian Pampa. Journal of Applied Remote Sensing 14(3), 038504.
Kibler, C. L., Trugman, A. T., Roberts, D. A., Still, C. J., Scott, R. L., Caylor, K. K., Stella, J. C., Singer, M. B., 2023. Evapotranspiration regulates leaf temperature and respiration in dryland vegetation. Agricultural and Forest Meteorology 339, 109560.
Kumar, P., Debele, S. E., Khalili, S., Halios, C. H., Sahani, J., Aghamohammadi, N., Das, M., Schreier, S., Reis, S., Roberts, F., Morawska, L., Dhimal, M., Skuhra, P. A., Yaradanova, D., Assefa, G., Pappas, N., Song, Y., Shi, Q., Owuor, P., Cerezo-Mota, A. M., 2024. Urban heat mitigation by green and blue infrastructure: drivers, effectiveness, and future needs. Innovation 5(2), 100588.
Lazzarini, M., Marpu, P. R., Ghedira, H., 2013. Temperature–land cover interactions: the inversion of urban heat island phenomenon in desert city areas. Remote Sensing of Environment 130, 136–152.
Liang, S., 2001. Narrowband to broadband conversions of land surface albedo I: algorithms. Remote Sensing of Environment 76(2), 213–238.
Liu, Y., Chu, C., Zhang, R., Chen, S., Xu, C., Zhao, D., Ju, M., Cao, Z., 2024. Impacts of high-albedo urban surfaces on outdoor thermal environment across morphological contexts: a case of Tianjin, China. Sustainable Cities and Society 100, 105038.
Lopez-Cabeza, V. P., Alzate-Gaviria, S., Diz-Mellado, E., Rivera-Gomez, C., Galan-Marin, C., 2022. Albedo influence on the microclimate and thermal comfort of courtyards under Mediterranean hot summer climate conditions. Sustainable Cities and Society 81, 103872.
Masson, V., 2000. A physically-based scheme for the urban energy budget in atmospheric models. Boundary-Layer Meteorology 94(3), 357–397.
Mendez-Astudillo, J., Caetano, E., Pereyra-Castro, K., 2022. Synergy between the urban heat island and the urban pollution island in Mexico City during the dry season. Aerosol and Air Quality Research 22(8), 210278.
Mildrexler, D. J., Zhao, M., Running, S. W., 2011. Satellite finds highest land skin temperatures on Earth. Bulletin of the American Meteorological Society 92(7), 855–860.
Mohammad, P., Goswami, A., 2021. Quantifying diurnal and seasonal variation of surface urban heat island intensity and its associated determinants across different climatic zones over Indian cities. GIScience & Remote Sensing 58(7), 955–981.
Oke, T. R., Mills, G., Christen, A., Voogt, J. A., 2017. Urban Climates. Cambridge University Press.
Oke, T. R., 1982. The energetic basis of the urban heat island. Quarterly Journal of the Royal Meteorological Society 108(455), 1–24.
Ramly, N., Hod, R., Hassan, M. R., Arsad, F. S., Radi, M. F. M., Ismail, R., 2024. Impact of urban heat island on human health: a systematic review. Malaysian Journal of Public Health Medicine 24(1), 172–186.
Roy, B., Bari, E., 2022. Examining the relationship between land surface temperature and landscape features using spectral indices with Google Earth Engine. Heliyon 8(9), e10668.
Sailor, D. J., 2011. A review of methods for estimating anthropogenic heat and moisture emissions in the urban environment. International Journal of Climatology 31(2), 189–199.
Salby, M. L., 2012. Physics of the Atmosphere and Climate, 2nd ed. Cambridge University Press, 718 pp.
Schwarz, N., Lautenbach, S., Seppelt, R., 2011. Exploring indicators for quantifying surface urban heat islands of European cities with MODIS land surface temperatures. Remote Sensing of Environment 115(12), 3175–3186.
Talkhablou, M., Farmahinifarahani, M., Siah Mansouri, S., 2025. A python-based framework for land cover classification in engineering geology: a comparative assessment of SVM, K-means, and spectral indices. Kharazmi Journal of Earth Sciences 11(1), 201–219. ( in Persian )
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), e13322.
Wallace, J. M., Hobbs, P. V., 2006. Atmospheric Science: An Introductory Survey, 2nd ed. Elsevier Academic Press, 483 pp.
Xue, Z., Hou, G., Zhang, Z., Lyu, X., Jiang, M., Zou, Y., Shen, X., Wang, J., Liu, X., 2019. Quantifying the cooling effects of urban and peri-urban wetlands using remote sensing data. Landscape and Urban Planning 182, 92–100.
Yaghobi, S., Heidarizadi, Z., Mirzapour, H., 2019. Comparing NDVI and RVI for forest density estimation and their relationships with rainfall (case study: Malekshahi, Ilam Province). Environmental Resources Research 7(2), 117–128. ( in Persian )
Yazdly, M. T., Hosseini, S. M., Khoramabadi, F., Mohtaram, M., 2023. Monthly changes of night heat islands in Isfahan County using MODIS multi-temporal products. Environmental Sciences 21(4), 41–60. ( in Persian )
Zhang, X., Li, X., Jing, Y., Fang, X., Zhang, X., Lei, B., Yu, Y., 2017. Transplacental transfer of polycyclic aromatic hydrocarbons in Shanghai, China. Environmental Pollution 222, 267–275.
Zhao, L., Lee, X., Smith, R. B., Oleson, K., 2014. Strong contributions of local background climate to urban heat islands. Nature 511(7508), 216–219.
Zheng, L., Qi, Y., Qin, Z., Xu, X., Dong, J., 2021. Assessing albedo dynamics and its environmental controls of grasslands over the Tibetan Plateau. Agricultural and Forest Meteorology 307, 108479.
Zhou, D., Zhao, S., Zhang, L., Sun, G., Liu, Y., 2025. The footprint of urban heat island effect in China. Scientific Reports 5, 11160.