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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">gesj</journal-id><journal-title-group><journal-title xml:lang="en">GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</journal-title><trans-title-group xml:lang="ru"><trans-title>GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2071-9388</issn><issn pub-type="epub">2542-1565</issn><publisher><publisher-name>Russian Geographical Society</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.24057/2071-9388-2023-2862</article-id><article-id custom-type="elpub" pub-id-type="custom">gesj-3331</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>RESEARCH PAPER</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Статьи</subject></subj-group></article-categories><title-group><article-title>Predicting the Impact of Land Use Changes on Thermal Environment in Lahore, Pakistan: Implications for Urban Planning</article-title><trans-title-group xml:lang="ru"><trans-title></trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Jabbar</surname><given-names>Muhammad</given-names></name></name-alternatives><email xlink:type="simple">jabbar.lhr@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Nasar-u-Minallah</surname><given-names>Muhammad</given-names></name></name-alternatives><bio xml:lang="en"><p>Lahore, 54000</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Yusoff</surname><given-names>Mariney Mohd</given-names></name></name-alternatives><bio xml:lang="en"><p>Kuala Lumpur</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff xml:lang="en" id="aff-1"><institution>Department of Geography, University of Malaya</institution><country>Malaysia</country></aff><aff xml:lang="en" id="aff-2"><institution>Institute of Geography, University of the Punjab</institution><country>Pakistan</country></aff><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>03</day><month>04</month><year>2024</year></pub-date><volume>17</volume><issue>1</issue><fpage>95</fpage><lpage>109</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Jabbar M., Nasar-u-Minallah M., Yusoff M., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Jabbar M., Nasar-u-Minallah M., Yusoff M.</copyright-holder><copyright-holder xml:lang="en">Jabbar M., Nasar-u-Minallah M., Yusoff M.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://ges.rgo.ru/jour/article/view/3331">https://ges.rgo.ru/jour/article/view/3331</self-uri><abstract><p>Land use changes significantly threaten urban areas, especially in developing countries such as Pakistan, impacting the thermal environment and comfort of human life. The ongoing transformations in cities such as Lahore, the second largest and rapidly expanding urban center in Pakistan, are alarming due to the removal of green cover and the disruption of ecological structures. In response to these concerns, this study was conducted to assess and predict the implications of observed land use changes in Lahore. The analysis employed three Landsat images from 1990, 2005, and 2020, using ArcGIS and Idrisi Selva software. The results show that the built-up area increased almost 100% (16.44% to 32.48%) during the last three decades. Consequently, a substantial shift from low to medium and medium to high degrees of LST was observed. The projections indicate a further 50% expansion of the built-up area, encroaching upon green cover until 2050, shifting more areas under a higher LST spectrum. So, the study concludes that Lahore is facing imminent threats from rapid land use changes caused by higher land surface temperature in the study area, necessitating prompt attention and decisive action. The study area is at risk of losing its conducive environment and the desirable uniformity of the thermal environment. Therefore, it is recommended that green cover be strategically enhanced to offset the rise in built-up areas and ensure a sustainable thermal environment. </p></abstract><kwd-group xml:lang="en"><kwd>Land Surface Temperature</kwd><kwd>Land Use Changes</kwd><kwd>Urban Green Cover</kwd><kwd>Thermal Environment</kwd><kwd>Urbanization</kwd></kwd-group><funding-group><funding-statement xml:lang="en">The author expresses sincere gratitude for the support and collaboration of co-authors, as well as for the valuable contributions of the editor and reviewers in transforming this manuscript into a scientific research endeavor.</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Adedeji, O. H., Adeofun, C. O., Tope-Ajayi, O. O., &amp; Ogunkola, M. O. (2020). Spatio-temporal analysis of urban sprawl and land use/land cover changes in a suburb of Lagos and Ogun metropolises, Nigeria (1986-2014). Ife Journal of Science, 22(2), 27–42.</mixed-citation><mixed-citation xml:lang="en">Adedeji, O. H., Adeofun, C. O., Tope-Ajayi, O. O., &amp; Ogunkola, M. O. (2020). Spatio-temporal analysis of urban sprawl and land use/land cover changes in a suburb of Lagos and Ogun metropolises, Nigeria (1986-2014). Ife Journal of Science, 22(2), 27–42.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Ahmed, B., Kamruzzaman, M., Zhu, X., Rahman, M. S., &amp; Choi, K. (2013). Simulating Land Cover Changes and Their Impacts on Land Surface Temperature in Dhaka, Bangladesh. Remote Sensing, 5(11), Article 11. https://doi.org/10.3390/rs5115969</mixed-citation><mixed-citation xml:lang="en">Ahmed, B., Kamruzzaman, M., Zhu, X., Rahman, M. S., &amp; Choi, K. (2013). Simulating Land Cover Changes and Their Impacts on Land Surface Temperature in Dhaka, Bangladesh. Remote Sensing, 5(11), Article 11. https://doi.org/10.3390/rs5115969</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Alam, N., Saha, S., Gupta, S., &amp; Chakraborty, S. (2021). Prediction modelling of riverine landscape dynamics in the context of sustainable management of floodplain: A Geospatial approach. Annals of GIS, 27(3), 299–314.</mixed-citation><mixed-citation xml:lang="en">Alam, N., Saha, S., Gupta, S., &amp; Chakraborty, S. (2021). Prediction modelling of riverine landscape dynamics in the context of sustainable management of floodplain: A Geospatial approach. Annals of GIS, 27(3), 299–314.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Anderson, J. R. (1976). A land use and land cover classification system for use with remote sensor data (Vol. 964). US Government Printing Office.</mixed-citation><mixed-citation xml:lang="en">Anderson, J. R. (1976). A land use and land cover classification system for use with remote sensor data (Vol. 964). US Government Printing Office.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Anwar, M. M. and Bhalli, M. N. (2012) Urban Population Growth Monitoring and Land Use Classification by using GIS and Remote Sensing Techniques: A Case Study of Faisalabad City, Asian Journal of Social Science &amp; Humanities, 1(1), 05-13.</mixed-citation><mixed-citation xml:lang="en">Anwar, M. M. and Bhalli, M. N. (2012) Urban Population Growth Monitoring and Land Use Classification by using GIS and Remote Sensing Techniques: A Case Study of Faisalabad City, Asian Journal of Social Science &amp; Humanities, 1(1), 05-13.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Bhalli, M. N., Ghaffar, A., and Shirazi, S. A. (2012a). Spatio-temporal Patterns of Urban Growth in Faisalabad-Pakistan: A GIS Perspective. Journal of Research Society of Pakistan, 49(1), 115-134.</mixed-citation><mixed-citation xml:lang="en">Bhalli, M. N., Ghaffar, A., and Shirazi, S. A. (2012a). Spatio-temporal Patterns of Urban Growth in Faisalabad-Pakistan: A GIS Perspective. Journal of Research Society of Pakistan, 49(1), 115-134.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Bhalli, M. N., Ghaffar, A., Shirazi, S. A., Parveen, N. and Anwar, M. M. (2012b) Change Detection Analysis of Landuse by using Geospatial Techniques: A Case Study of Faisalabad- Pakistan, Science International, 24(4), 539-546.</mixed-citation><mixed-citation xml:lang="en">Bhalli, M. N., Ghaffar, A., Shirazi, S. A., Parveen, N. and Anwar, M. M. (2012b) Change Detection Analysis of Landuse by using Geospatial Techniques: A Case Study of Faisalabad- Pakistan, Science International, 24(4), 539-546.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Bhalli, M. N., Ghaffar, A. and Shirazi, S. A. (2012c) Remote Sensing and GIS Applications for Monitoring and Assessment of the Urban Sprawl in Faisalabad-Pakistan, Pakistan Journal of Science, 64(3), 203-208.</mixed-citation><mixed-citation xml:lang="en">Bhalli, M. N., Ghaffar, A. and Shirazi, S. A. (2012c) Remote Sensing and GIS Applications for Monitoring and Assessment of the Urban Sprawl in Faisalabad-Pakistan, Pakistan Journal of Science, 64(3), 203-208.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Bhalli, M. N., Ghaffar, A., Shirazi, S. A., and Parveen, N. (2013a). An analysis of the normalized difference vegetation index (NDVI) and its relationship with the population distribution of Faisalabad-Pakistan. Pakistan Journal of Science, 65 (3), 496-502.</mixed-citation><mixed-citation xml:lang="en">Bhalli, M. N., Ghaffar, A., Shirazi, S. A., and Parveen, N. (2013a). An analysis of the normalized difference vegetation index (NDVI) and its relationship with the population distribution of Faisalabad-Pakistan. Pakistan Journal of Science, 65 (3), 496-502.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Bhalli, M. N., Ghaffar, A., Shirazi, S. A., and Parveen, N. (2013b), Use of Multi-Temporal Digital Data to Monitor LULC Changes in FaisalabadPakistan. Pakistan Journal of Science, 65 (1), 58-62.</mixed-citation><mixed-citation xml:lang="en">Bhalli, M. N., Ghaffar, A., Shirazi, S. A., and Parveen, N. (2013b), Use of Multi-Temporal Digital Data to Monitor LULC Changes in FaisalabadPakistan. Pakistan Journal of Science, 65 (1), 58-62.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Bhalli, M. N. and Ghaffar, A. (2015). Use of Geospatial Techniques in Monitoring Urban Expansion and Land Use Change Analysis: A Case of Lahore, Pakistan. Journal of Basic &amp; Applied Sciences, 11, 265-273.</mixed-citation><mixed-citation xml:lang="en">Bhalli, M. N. and Ghaffar, A. (2015). Use of Geospatial Techniques in Monitoring Urban Expansion and Land Use Change Analysis: A Case of Lahore, Pakistan. Journal of Basic &amp; Applied Sciences, 11, 265-273.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Buyadi, S. N. A., Mohd, W. M. N. W., &amp; Misni, A. (2013). Impact of land use changes on the surface temperature distribution of the area surrounding the National Botanic Garden, Shah Alam. Procedia-Social and Behavioral Sciences, 101, 516–525.</mixed-citation><mixed-citation xml:lang="en">Buyadi, S. N. A., Mohd, W. M. N. W., &amp; Misni, A. (2013). Impact of land use changes on the surface temperature distribution of the area surrounding the National Botanic Garden, Shah Alam. Procedia-Social and Behavioral Sciences, 101, 516–525.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Daneshvar, M. R. M., Khatami, F., &amp; Zahed, F. (2017). Ecological carrying capacity of public green spaces as a sustainability index of urban population: A case study of Mashhad city in Iran. Modeling Earth Systems and Environment, 3(3), 1161–1170.</mixed-citation><mixed-citation xml:lang="en">Daneshvar, M. R. M., Khatami, F., &amp; Zahed, F. (2017). Ecological carrying capacity of public green spaces as a sustainability index of urban population: A case study of Mashhad city in Iran. Modeling Earth Systems and Environment, 3(3), 1161–1170.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Eastman, J. R. (2006). Eastman: Guide to GIS and Image Process. Clark Labs, Clark University.</mixed-citation><mixed-citation xml:lang="en">Eastman, J. R. (2006). Eastman: Guide to GIS and Image Process. Clark Labs, Clark University.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Ernstson, H. (2013). The social production of ecosystem services: A framework for studying environmental justice and ecological complexity in urbanized landscapes. Landscape and Urban Planning, 109(1), 7–17.</mixed-citation><mixed-citation xml:lang="en">Ernstson, H. (2013). The social production of ecosystem services: A framework for studying environmental justice and ecological complexity in urbanized landscapes. Landscape and Urban Planning, 109(1), 7–17.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">FAO (2010) Global forest resource assessment. In: FAO Forestry paper 163, Main Report, Rome, Italy—Google Search. (n.d.). Retrieved July 2, 2021.</mixed-citation><mixed-citation xml:lang="en">FAO (2010) Global forest resource assessment. In: FAO Forestry paper 163, Main Report, Rome, Italy—Google Search. (n.d.). Retrieved July 2, 2021.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Fattah, M., Morshed, S. R., &amp; Morshed, S. Y. (2021). Multi-layer perceptron-Markov chain-based artificial neural network for modelling future land-specific carbon emission pattern and its influences on surface temperature. SN Applied Sciences, 3(3), 1–22.</mixed-citation><mixed-citation xml:lang="en">Fattah, M., Morshed, S. R., &amp; Morshed, S. Y. (2021). Multi-layer perceptron-Markov chain-based artificial neural network for modelling future land-specific carbon emission pattern and its influences on surface temperature. SN Applied Sciences, 3(3), 1–22.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Feizizadeh, B., Blaschke, T., Nazmfar, H., Akbari, E., &amp; Kohbanani, H. R. (2013). Monitoring land surface temperature relationship to land use/land cover from satellite imagery in Maraqeh County, Iran. Journal of Environmental Planning and Management, 56(9), 1290–1315.</mixed-citation><mixed-citation xml:lang="en">Feizizadeh, B., Blaschke, T., Nazmfar, H., Akbari, E., &amp; Kohbanani, H. R. (2013). Monitoring land surface temperature relationship to land use/land cover from satellite imagery in Maraqeh County, Iran. Journal of Environmental Planning and Management, 56(9), 1290–1315.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Fu, W., Lü, Y., Harris, P., Comber, A., &amp; Wu, L. (2018). Peri-urbanization may vary with vegetation restoration: A large scale regional analysis. Urban Forestry &amp; Urban Greening, 29, 77–87.</mixed-citation><mixed-citation xml:lang="en">Fu, W., Lü, Y., Harris, P., Comber, A., &amp; Wu, L. (2018). Peri-urbanization may vary with vegetation restoration: A large scale regional analysis. Urban Forestry &amp; Urban Greening, 29, 77–87.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Gallo, K. P., &amp; Owen, T. W. (1999). Satellite-based adjustments for the urban heat island temperature bias. Journal of Applied Meteorology, 38(6), 806-813. 488.</mixed-citation><mixed-citation xml:lang="en">Gallo, K. P., &amp; Owen, T. W. (1999). Satellite-based adjustments for the urban heat island temperature bias. Journal of Applied Meteorology, 38(6), 806-813. 488.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Gonzalez-Redin, J., Gordon, I. J., Hill, R., Polhill, J. G., &amp; Dawson, T. P. (2019). Exploring sustainable land use in forested tropical socialecological systems: A case study in the Wet Tropics. Journal of Environmental Management, 231, 940–952.</mixed-citation><mixed-citation xml:lang="en">Gonzalez-Redin, J., Gordon, I. J., Hill, R., Polhill, J. G., &amp; Dawson, T. P. (2019). Exploring sustainable land use in forested tropical socialecological systems: A case study in the Wet Tropics. Journal of Environmental Management, 231, 940–952.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Gull, N., Adeel, M., Waseem, L. A., Hussain, D., Abbas, N., Elahi, A., Hussain, Z., Jan, B., Nasar-u-Minallah, M., and Naqvi, S. A. A. (2021). Computing Spatio-temporal variations in land surface temperature: A case study of Tehsil Murree, Pakistan. Journal of Geography and Social Sciences, 3(1), 17-30.</mixed-citation><mixed-citation xml:lang="en">Gull, N., Adeel, M., Waseem, L. A., Hussain, D., Abbas, N., Elahi, A., Hussain, Z., Jan, B., Nasar-u-Minallah, M., and Naqvi, S. A. A. (2021). Computing Spatio-temporal variations in land surface temperature: A case study of Tehsil Murree, Pakistan. Journal of Geography and Social Sciences, 3(1), 17-30.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Guo, G., Wu, Z., Xiao, R., Chen, Y., Liu, X., &amp; Zhang, X. (2015). Impacts of urban biophysical composition on land surface 489 temperature in urban heat island clusters. Landscape and Urban Planning, 135, 1-10.</mixed-citation><mixed-citation xml:lang="en">Guo, G., Wu, Z., Xiao, R., Chen, Y., Liu, X., &amp; Zhang, X. (2015). Impacts of urban biophysical composition on land surface 489 temperature in urban heat island clusters. Landscape and Urban Planning, 135, 1-10.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Hanif, A., Nasar-u-Minallah, M., Zia, S., and Ashraf, I., (2022). Mapping and Analyzing the Park Cooling Intensity in Mitigation of Urban Heat Island Effect in Lahore, Pakistan. Korean Journal of Remote Sensing, 38(1), 127-137. https://doi.org/10.7780/kjrs.2022.38.1.10.</mixed-citation><mixed-citation xml:lang="en">Hanif, A., Nasar-u-Minallah, M., Zia, S., and Ashraf, I., (2022). Mapping and Analyzing the Park Cooling Intensity in Mitigation of Urban Heat Island Effect in Lahore, Pakistan. Korean Journal of Remote Sensing, 38(1), 127-137. https://doi.org/10.7780/kjrs.2022.38.1.10.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Hanif, A., Shirazi, S. A., Jabbar, M., Liaqat, A., Zia, S., &amp; Yusoff, M. M. (2023). Evaluating The Visitors’ Perception and Available Ecosystem Services in Urban Parks of Lahore (Pakistan) Research Paper. Geography, Environment, Sustainability, 15(4), 32–38.</mixed-citation><mixed-citation xml:lang="en">Hanif, A., Shirazi, S. A., Jabbar, M., Liaqat, A., Zia, S., &amp; Yusoff, M. M. (2023). Evaluating The Visitors’ Perception and Available Ecosystem Services in Urban Parks of Lahore (Pakistan) Research Paper. Geography, Environment, Sustainability, 15(4), 32–38.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Hamad, R., Balzter, H., &amp; Kolo, K. (2018). Predicting land use/land cover changes using a CA-Markov model under two different scenarios. Sustainability, 10(10), 3421.</mixed-citation><mixed-citation xml:lang="en">Hamad, R., Balzter, H., &amp; Kolo, K. (2018). Predicting land use/land cover changes using a CA-Markov model under two different scenarios. Sustainability, 10(10), 3421.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Hansen, M. C., Potapov, P. V., Moore, R., Hancher, M., Turubanova, S. A., Tyukavina, A., Thau, D., Stehman, S. V., Goetz, S. J., Loveland, T. R., Kommareddy, A., Egorov, A., Chini, L., Justice, C. O., &amp; Townshend, J. R. G. (2013). High-Resolution Global Maps of 21st-Century Forest Cover Change. Science, 342(6160), 850–853. https://doi.org/10.1126/science.1244693</mixed-citation><mixed-citation xml:lang="en">Hansen, M. C., Potapov, P. V., Moore, R., Hancher, M., Turubanova, S. A., Tyukavina, A., Thau, D., Stehman, S. V., Goetz, S. J., Loveland, T. R., Kommareddy, A., Egorov, A., Chini, L., Justice, C. O., &amp; Townshend, J. R. G. (2013). High-Resolution Global Maps of 21st-Century Forest Cover Change. Science, 342(6160), 850–853. https://doi.org/10.1126/science.1244693</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Henao, J. J., Rendón, A. M., &amp; Salazar, J. F. (2020). Trade-off between urban heat island mitigation and air quality in urban valleys. Urban Climate, 31, 100542.</mixed-citation><mixed-citation xml:lang="en">Henao, J. J., Rendón, A. M., &amp; Salazar, J. F. (2020). Trade-off between urban heat island mitigation and air quality in urban valleys. Urban Climate, 31, 100542.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">How Jin Aik, D., Ismail, M. H., &amp; Muharam, F. M. (2020). Land use/land cover changes and the relationship with land surface temperature using Landsat and MODIS imageries in Cameron Highlands, Malaysia. Land, 9(10), 372.</mixed-citation><mixed-citation xml:lang="en">How Jin Aik, D., Ismail, M. H., &amp; Muharam, F. M. (2020). Land use/land cover changes and the relationship with land surface temperature using Landsat and MODIS imageries in Cameron Highlands, Malaysia. Land, 9(10), 372.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Imran, M., &amp; Mehmood, A. (2020). Analysis and mapping of present and future drivers of local urban climate using remote sensing: A case of Lahore, Pakistan. Arabian Journal of Geosciences, 13(6), 1–14.</mixed-citation><mixed-citation xml:lang="en">Imran, M., &amp; Mehmood, A. (2020). Analysis and mapping of present and future drivers of local urban climate using remote sensing: A case of Lahore, Pakistan. Arabian Journal of Geosciences, 13(6), 1–14.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Jabbar, M., Yusoff, M. M., &amp; Shafie, A. (2021). Assessing the role of urban green spaces for human well-being: A systematic review. GeoJournal. https://doi.org/10.1007/s10708-021-10474-7</mixed-citation><mixed-citation xml:lang="en">Jabbar, M., Yusoff, M. M., &amp; Shafie, A. (2021). Assessing the role of urban green spaces for human well-being: A systematic review. GeoJournal. https://doi.org/10.1007/s10708-021-10474-7</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Jabbar, M., &amp; Mohd Yusoff, M. (2022). Assessing and modelling the Role of Urban Green Spaces for Human Well-being in Lahore (Pakistan). Geocarto International. 1–21.</mixed-citation><mixed-citation xml:lang="en">Jabbar, M., &amp; Mohd Yusoff, M. (2022). Assessing and modelling the Role of Urban Green Spaces for Human Well-being in Lahore (Pakistan). Geocarto International. 1–21.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Jabbar, M., &amp; Yusoff, M. M. (2022). Assessing The Spatiotemporal Urban Green Cover Changes and Their Impact on Land Surface Temperature and Urban Heat Island in Lahore (Pakistan). Geography, Environment, Sustainability, 15(1), 130–140.</mixed-citation><mixed-citation xml:lang="en">Jabbar, M., &amp; Yusoff, M. M. (2022). Assessing The Spatiotemporal Urban Green Cover Changes and Their Impact on Land Surface Temperature and Urban Heat Island in Lahore (Pakistan). Geography, Environment, Sustainability, 15(1), 130–140.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Jabbar, M., Ghous, M., Hanif, A., Ali, Z., Ghaffar, A., &amp; Munir, S. (2023). Assessing The Impact of Land Use Changes on Air Pollution Removal Capacity: A Three-Decade Analysis Applying The I-Tree Eco Model. Bulletin of Business and Economics (BBE), 12(2), 188–194.</mixed-citation><mixed-citation xml:lang="en">Jabbar, M., Ghous, M., Hanif, A., Ali, Z., Ghaffar, A., &amp; Munir, S. (2023). Assessing The Impact of Land Use Changes on Air Pollution Removal Capacity: A Three-Decade Analysis Applying The I-Tree Eco Model. Bulletin of Business and Economics (BBE), 12(2), 188–194.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Jafarpour Ghalehteimouri, K., Shamsoddini, A., Mousavi, M. N., Binti Che Ros, F., &amp; Khedmatzadeh, A. (2022). Predicting spatial and decadal of land use and land cover change using integrated cellular automata Markov chain model based scenarios (2019–2049) Zarriné-Rūd River Basin in Iran. Environmental Challenges, 6, 100399. https://doi.org/10.1016/j.envc.2021.100399</mixed-citation><mixed-citation xml:lang="en">Jafarpour Ghalehteimouri, K., Shamsoddini, A., Mousavi, M. N., Binti Che Ros, F., &amp; Khedmatzadeh, A. (2022). Predicting spatial and decadal of land use and land cover change using integrated cellular automata Markov chain model based scenarios (2019–2049) Zarriné-Rūd River Basin in Iran. Environmental Challenges, 6, 100399. https://doi.org/10.1016/j.envc.2021.100399</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Kayet, N., Pathak, K., Chakrabarty, A., &amp; Sahoo, S. (2016). Urban heat island explored by co-relationship between land surface temperature vs multiple vegetation indices. Spatial Information Research, 24(5), 515–529.</mixed-citation><mixed-citation xml:lang="en">Kayet, N., Pathak, K., Chakrabarty, A., &amp; Sahoo, S. (2016). Urban heat island explored by co-relationship between land surface temperature vs multiple vegetation indices. Spatial Information Research, 24(5), 515–529.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Köhl, M., Lasco, R., Cifuentes, M., Jonsson, Ö., Korhonen, K. T., Mundhenk, P., de Jesus Navar, J., &amp; Stinson, G. (2015). Changes in forest production, biomass and carbon: Results from the 2015 UN FAO Global Forest Resource Assessment. Forest Ecology and Management, 352, 21–34. https://doi.org/10.1016/j.foreco.2015.05.036</mixed-citation><mixed-citation xml:lang="en">Köhl, M., Lasco, R., Cifuentes, M., Jonsson, Ö., Korhonen, K. T., Mundhenk, P., de Jesus Navar, J., &amp; Stinson, G. (2015). Changes in forest production, biomass and carbon: Results from the 2015 UN FAO Global Forest Resource Assessment. Forest Ecology and Management, 352, 21–34. https://doi.org/10.1016/j.foreco.2015.05.036</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Lachowycz, K., &amp; Jones, A. P. (2013). Towards a better understanding of the relationship between greenspace and health: Development of a theoretical framework. Landscape and Urban Planning, 118, 62–69.</mixed-citation><mixed-citation xml:lang="en">Lachowycz, K., &amp; Jones, A. P. (2013). Towards a better understanding of the relationship between greenspace and health: Development of a theoretical framework. Landscape and Urban Planning, 118, 62–69.</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Lahore Population 2024. (n.d.). Retrieved January 10 2024, from https://worldpopulationreview.com/world-cities/Lahore-population</mixed-citation><mixed-citation xml:lang="en">Lahore Population 2024. (n.d.). Retrieved January 10 2024, from https://worldpopulationreview.com/world-cities/Lahore-population</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Land Surface Temperature—An overview | ScienceDirect Topics. (n.d.). Retrieved December 30, 2021, from https://www.sciencedirect.com/topics/earth-and-planetary-sciences/land-surface-temperature</mixed-citation><mixed-citation xml:lang="en">Land Surface Temperature—An overview | ScienceDirect Topics. (n.d.). Retrieved December 30, 2021, from https://www.sciencedirect.com/topics/earth-and-planetary-sciences/land-surface-temperature</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Larson, L. R., Jennings, V., &amp; Cloutier, S. A. (2016). Public parks and well-being in urban areas of the United States. PLoS One, 11(4).</mixed-citation><mixed-citation xml:lang="en">Larson, L. R., Jennings, V., &amp; Cloutier, S. A. (2016). Public parks and well-being in urban areas of the United States. PLoS One, 11(4).</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Liu, X., He, J., Yao, Y., Zhang, J., Liang, H., Wang, H., &amp; Hong, Y. (2017). Classifying urban land use by integrating remote sensing and social media data. International Journal of Geographical Information Science, 31(8), 1675–1696. https://doi.org/10.1080/13658816.2017.1324976</mixed-citation><mixed-citation xml:lang="en">Liu, X., He, J., Yao, Y., Zhang, J., Liang, H., Wang, H., &amp; Hong, Y. (2017). Classifying urban land use by integrating remote sensing and social media data. International Journal of Geographical Information Science, 31(8), 1675–1696. https://doi.org/10.1080/13658816.2017.1324976</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Michetti, M., &amp; Zampieri, M. (2014). Climate–human–land interactions: A review of major modelling approaches. Land, 3(3), 793–833.</mixed-citation><mixed-citation xml:lang="en">Michetti, M., &amp; Zampieri, M. (2014). Climate–human–land interactions: A review of major modelling approaches. Land, 3(3), 793–833.</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Minallah, M. N., Rafique, M., Anwar, M. M., and Mohsin, M. (2016). Assessing the Urban Growth and Morphological Patterns of Gojra City, Pakistan. Sindh University Research Journal (Science Series), 48(2), 393-398.</mixed-citation><mixed-citation xml:lang="en">Minallah, M. N., Rafique, M., Anwar, M. M., and Mohsin, M. (2016). Assessing the Urban Growth and Morphological Patterns of Gojra City, Pakistan. Sindh University Research Journal (Science Series), 48(2), 393-398.</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Mohsin M. and Bhalli, M. N. (2015). Rapid Urban Growth and Change in Urban and Municipal Limits of Bahawalpur City, Pakistan: A Spatio-Periodical Discourse. Journal of Basic &amp; Applied Sciences, 11,528-538.</mixed-citation><mixed-citation xml:lang="en">Mohsin M. and Bhalli, M. N. (2015). Rapid Urban Growth and Change in Urban and Municipal Limits of Bahawalpur City, Pakistan: A Spatio-Periodical Discourse. Journal of Basic &amp; Applied Sciences, 11,528-538.</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Mundia, C. N., &amp; James, M. M. (2014). Dynamism of land use changes on surface temperature in Kenya: A case study of Nairobi City.</mixed-citation><mixed-citation xml:lang="en">Mundia, C. N., &amp; James, M. M. (2014). Dynamism of land use changes on surface temperature in Kenya: A case study of Nairobi City.</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Mustard, J. F., Defries, R. S., Fisher, T., &amp; Moran, E. (2012). Land-use and land-cover change pathways and impacts. In Land change science (pp. 411–429). Springer.</mixed-citation><mixed-citation xml:lang="en">Mustard, J. F., Defries, R. S., Fisher, T., &amp; Moran, E. (2012). Land-use and land-cover change pathways and impacts. In Land change science (pp. 411–429). Springer.</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Mazhar, N., Nasar-u-Minallah, M., Shirazi, S.A. et al. (2024). Spatio-temporal patterns and dynamics of sensitivity to sandification, in the Drylands of South Punjab, Pakistan. GeoJournal, 89, (15). https://doi.org/10.1007/s10708-024-11014-9.</mixed-citation><mixed-citation xml:lang="en">Mazhar, N., Nasar-u-Minallah, M., Shirazi, S.A. et al. (2024). Spatio-temporal patterns and dynamics of sensitivity to sandification, in the Drylands of South Punjab, Pakistan. GeoJournal, 89, (15). https://doi.org/10.1007/s10708-024-11014-9.</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Naeem, M., Nasar-U-Minallah, M., Tariq, B., Tariq, N., and Mushtaq, K. (2021). Monitoring Land-use Change and Assessment of Urban Expansion of Faisalabad, Pakistan using Remote Sensing and GIS. Pakistan Geographical Review, 76(1), 174-190.</mixed-citation><mixed-citation xml:lang="en">Naeem, M., Nasar-U-Minallah, M., Tariq, B., Tariq, N., and Mushtaq, K. (2021). Monitoring Land-use Change and Assessment of Urban Expansion of Faisalabad, Pakistan using Remote Sensing and GIS. Pakistan Geographical Review, 76(1), 174-190.</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Nasar-u-Minallah, M., Haase, D., Qureshi, S., Zia, S. and Munnaza, F. (2023). Ecological monitoring of urban thermal field variance index and determining the surface urban heat island effects in Lahore, Pakistan. Environ Monit Assess 195, 1212. https://doi.org/10.1007/s10661023-11799-1.</mixed-citation><mixed-citation xml:lang="en">Nasar-u-Minallah, M., Haase, D., Qureshi, S., Zia, S. and Munnaza, F. (2023). Ecological monitoring of urban thermal field variance index and determining the surface urban heat island effects in Lahore, Pakistan. Environ Monit Assess 195, 1212. https://doi.org/10.1007/s10661023-11799-1.</mixed-citation></citation-alternatives></ref><ref id="cit51"><label>51</label><citation-alternatives><mixed-citation xml:lang="ru">Nasar-u-Minallah, M., Zia S., Rahman A., and Riaz O. (2021). Spatio-Temporal Analysis of Urban Expansion and Future Growth Patterns of Lahore, Pakistan. Geography, Environment, Sustainability. 14(3):41-53. https://doi.org/10.24057/2071-9388-2020-215.</mixed-citation><mixed-citation xml:lang="en">Nasar-u-Minallah, M., Zia S., Rahman A., and Riaz O. (2021). Spatio-Temporal Analysis of Urban Expansion and Future Growth Patterns of Lahore, Pakistan. Geography, Environment, Sustainability. 14(3):41-53. https://doi.org/10.24057/2071-9388-2020-215.</mixed-citation></citation-alternatives></ref><ref id="cit52"><label>52</label><citation-alternatives><mixed-citation xml:lang="ru">Nasar-u-Minallah, M. (2019). Retrieval of Land Surface Temperature of Lahore through Landsat-8 TIRS Data. International Journal of Economic and Environmental Geology, 10 (1), 70-77. https://doi.org/10.46660/ijeeg.Vol10.Iss1.2019.220</mixed-citation><mixed-citation xml:lang="en">Nasar-u-Minallah, M. (2019). Retrieval of Land Surface Temperature of Lahore through Landsat-8 TIRS Data. International Journal of Economic and Environmental Geology, 10 (1), 70-77. https://doi.org/10.46660/ijeeg.Vol10.Iss1.2019.220</mixed-citation></citation-alternatives></ref><ref id="cit53"><label>53</label><citation-alternatives><mixed-citation xml:lang="ru">Nasar-u-Minallah, M. (2018). Spatial and Temporal Change Assessment in Land Surface Temperature of Lahore using GIS and Remote Sensing Techniques. Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences, 55 (3): 67–75.</mixed-citation><mixed-citation xml:lang="en">Nasar-u-Minallah, M. (2018). Spatial and Temporal Change Assessment in Land Surface Temperature of Lahore using GIS and Remote Sensing Techniques. Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences, 55 (3): 67–75.</mixed-citation></citation-alternatives></ref><ref id="cit54"><label>54</label><citation-alternatives><mixed-citation xml:lang="ru">National Oceanic and Atmospheric Administration. (n.d.). Retrieved October 5, 2020, from https://www.noaa.gov/</mixed-citation><mixed-citation xml:lang="en">National Oceanic and Atmospheric Administration. (n.d.). Retrieved October 5, 2020, from https://www.noaa.gov/</mixed-citation></citation-alternatives></ref><ref id="cit55"><label>55</label><citation-alternatives><mixed-citation xml:lang="ru">Pakistan Meteorological Department PMD. (n.d.). Retrieved October 5, 2020, from http://www.pmd.gov.pk/index-old.html</mixed-citation><mixed-citation xml:lang="en">Pakistan Meteorological Department PMD. (n.d.). Retrieved October 5, 2020, from http://www.pmd.gov.pk/index-old.html</mixed-citation></citation-alternatives></ref><ref id="cit56"><label>56</label><citation-alternatives><mixed-citation xml:lang="ru">Parveen, N., Ghaffar, A., Nasar-u-Minallah, M., and Ali, M. (2019). Analytical Study on Urban Expansion using the Spatial and Temporal Dynamics of Land Use Change in Faisalabad City, Pakistan. International Journal of Economic and Environmental Geology (IJEEG). 10 (3) 102108. https://doi.org/10.46660/ijeeg.Vol10.Iss3.2019.318</mixed-citation><mixed-citation xml:lang="en">Parveen, N., Ghaffar, A., Nasar-u-Minallah, M., and Ali, M. (2019). Analytical Study on Urban Expansion using the Spatial and Temporal Dynamics of Land Use Change in Faisalabad City, Pakistan. International Journal of Economic and Environmental Geology (IJEEG). 10 (3) 102108. https://doi.org/10.46660/ijeeg.Vol10.Iss3.2019.318</mixed-citation></citation-alternatives></ref><ref id="cit57"><label>57</label><citation-alternatives><mixed-citation xml:lang="ru">Rahman, M. T., Aldosary, A. S., &amp; Mortoja, M. G. (2017). Modeling Future Land Cover Changes and Their Effects on the Land Surface Temperatures in the Saudi Arabian Eastern Coastal City of Dammam. Land, 6(2), Article 2. https://doi.org/10.3390/land6020036</mixed-citation><mixed-citation xml:lang="en">Rahman, M. T., Aldosary, A. S., &amp; Mortoja, M. G. (2017). Modeling Future Land Cover Changes and Their Effects on the Land Surface Temperatures in the Saudi Arabian Eastern Coastal City of Dammam. Land, 6(2), Article 2. https://doi.org/10.3390/land6020036</mixed-citation></citation-alternatives></ref><ref id="cit58"><label>58</label><citation-alternatives><mixed-citation xml:lang="ru">Riaz, O., Munawar, H., Nasar-u-Minallah, M., Hameed, K.,and Khalid, M., (2017). Geospatial Analysis of Urbanization and its Impact on Land Use Changes in Sargodha, Pakistan. Journal of Basic &amp; Applied Sciences, 13, 226-233. https://doi.org/10.6000/1927-5129.2017.13.39</mixed-citation><mixed-citation xml:lang="en">Riaz, O., Munawar, H., Nasar-u-Minallah, M., Hameed, K.,and Khalid, M., (2017). Geospatial Analysis of Urbanization and its Impact on Land Use Changes in Sargodha, Pakistan. Journal of Basic &amp; Applied Sciences, 13, 226-233. https://doi.org/10.6000/1927-5129.2017.13.39</mixed-citation></citation-alternatives></ref><ref id="cit59"><label>59</label><citation-alternatives><mixed-citation xml:lang="ru">Rozenstein, O., Qin, Z., Derimian, Y., &amp; Karnieli, A. (2014). Derivation of land surface temperature for Landsat-8 TIRS using a split window algorithm. Sensors, 14(4), 5768–5780.</mixed-citation><mixed-citation xml:lang="en">Rozenstein, O., Qin, Z., Derimian, Y., &amp; Karnieli, A. (2014). Derivation of land surface temperature for Landsat-8 TIRS using a split window algorithm. Sensors, 14(4), 5768–5780.</mixed-citation></citation-alternatives></ref><ref id="cit60"><label>60</label><citation-alternatives><mixed-citation xml:lang="ru">Schott, J. R. (2007). Remote sensing: The image chain approach. Oxford University Press on Demand.</mixed-citation><mixed-citation xml:lang="en">Schott, J. R. (2007). Remote sensing: The image chain approach. Oxford University Press on Demand.</mixed-citation></citation-alternatives></ref><ref id="cit61"><label>61</label><citation-alternatives><mixed-citation xml:lang="ru">Shao, Z., Sumari, N. S., Portnov, A., Ujoh, F., Musakwa, W., &amp; Mandela, P. J. (2021). Urban sprawl and its impact on sustainable urban development: A combination of remote sensing and social media data. Geospatial Information Science, 24(2), 241–255. https://doi.org/10.1080/10095020.2020.1787800</mixed-citation><mixed-citation xml:lang="en">Shao, Z., Sumari, N. S., Portnov, A., Ujoh, F., Musakwa, W., &amp; Mandela, P. J. (2021). Urban sprawl and its impact on sustainable urban development: A combination of remote sensing and social media data. Geospatial Information Science, 24(2), 241–255. https://doi.org/10.1080/10095020.2020.1787800</mixed-citation></citation-alternatives></ref><ref id="cit62"><label>62</label><citation-alternatives><mixed-citation xml:lang="ru">Shah, S. A., Kiran, M., Nazir, A., &amp; Ashrafani, S. H. (2022). Exploring NDVI and NDBI relationship using Landsat 8 OLI/TIRS in Khangarh taluka, Ghotki. Malaysian Journal of Geosciences (MJG), 6(1), 08-11.</mixed-citation><mixed-citation xml:lang="en">Shah, S. A., Kiran, M., Nazir, A., &amp; Ashrafani, S. H. (2022). Exploring NDVI and NDBI relationship using Landsat 8 OLI/TIRS in Khangarh taluka, Ghotki. Malaysian Journal of Geosciences (MJG), 6(1), 08-11.</mixed-citation></citation-alternatives></ref><ref id="cit63"><label>63</label><citation-alternatives><mixed-citation xml:lang="ru">Siddique, M. A. et al. (2020). Assessment and simulation of land use and land cover change impacts on the land surface temperature of Chaoyang District in Beijing, China. PeerJ 8, e9115.</mixed-citation><mixed-citation xml:lang="en">Siddique, M. A. et al. (2020). Assessment and simulation of land use and land cover change impacts on the land surface temperature of Chaoyang District in Beijing, China. PeerJ 8, e9115.</mixed-citation></citation-alternatives></ref><ref id="cit64"><label>64</label><citation-alternatives><mixed-citation xml:lang="ru">Song, J., &amp; Wang, Z.-H. (2015). Impacts of mesic and xeric urban vegetation on outdoor thermal comfort and microclimate in Phoenix, AZ. Building and Environment, 94, 558–568.</mixed-citation><mixed-citation xml:lang="en">Song, J., &amp; Wang, Z.-H. (2015). Impacts of mesic and xeric urban vegetation on outdoor thermal comfort and microclimate in Phoenix, AZ. Building and Environment, 94, 558–568.</mixed-citation></citation-alternatives></ref><ref id="cit65"><label>65</label><citation-alternatives><mixed-citation xml:lang="ru">Stürck, J., Schulp, C. J. E., &amp; Verburg, P. H. (2015). Spatio-temporal dynamics of regulating ecosystem services in Europe – The role of past and future land use change. Applied Geography, 63, 121–135. https://doi.org/10.1016/j.apgeog.2015.06.009</mixed-citation><mixed-citation xml:lang="en">Stürck, J., Schulp, C. J. E., &amp; Verburg, P. H. (2015). Spatio-temporal dynamics of regulating ecosystem services in Europe – The role of past and future land use change. Applied Geography, 63, 121–135. https://doi.org/10.1016/j.apgeog.2015.06.009</mixed-citation></citation-alternatives></ref><ref id="cit66"><label>66</label><citation-alternatives><mixed-citation xml:lang="ru">Sun, R., &amp; Chen, L. (2017). Effects of green space dynamics on urban heat islands: Mitigation and diversification. Ecosystem Services, 23, 38–46. https://doi.org/10.1016/j.ecoser.2016.11.011</mixed-citation><mixed-citation xml:lang="en">Sun, R., &amp; Chen, L. (2017). Effects of green space dynamics on urban heat islands: Mitigation and diversification. Ecosystem Services, 23, 38–46. https://doi.org/10.1016/j.ecoser.2016.11.011</mixed-citation></citation-alternatives></ref><ref id="cit67"><label>67</label><citation-alternatives><mixed-citation xml:lang="ru">Taubenböck, H., Esch, T., Felbier, A., Wiesner, M., Roth, A., &amp; Dech, S. (2012). Monitoring urbanization in mega cities from space. Remote Sensing of Environment, 117, 162–176. https://doi.org/10.1016/j.rse.2011.09.015</mixed-citation><mixed-citation xml:lang="en">Taubenböck, H., Esch, T., Felbier, A., Wiesner, M., Roth, A., &amp; Dech, S. (2012). Monitoring urbanization in mega cities from space. Remote Sensing of Environment, 117, 162–176. https://doi.org/10.1016/j.rse.2011.09.015</mixed-citation></citation-alternatives></ref><ref id="cit68"><label>68</label><citation-alternatives><mixed-citation xml:lang="ru">Thilagavathi, N., Subramani, T., &amp; Suresh, M. (2015). Land use/land cover change detection analysis in Salem Chalk Hills, South India using remote sensing and GIS. Disaster Adv, 8, 44–52.</mixed-citation><mixed-citation xml:lang="en">Thilagavathi, N., Subramani, T., &amp; Suresh, M. (2015). Land use/land cover change detection analysis in Salem Chalk Hills, South India using remote sensing and GIS. Disaster Adv, 8, 44–52.</mixed-citation></citation-alternatives></ref><ref id="cit69"><label>69</label><citation-alternatives><mixed-citation xml:lang="ru">Tran, D. X., Pla, F., Latorre-Carmona, P., Myint, S. W., Caetano, M., &amp; Kieu, H. V. (2017). Characterizing the relationship between land use land cover change and land surface temperature. ISPRS Journal of Photogrammetry and Remote Sensing, 124, 119–132. https://doi.org/10.1016/j.isprsjprs.2017.01.001</mixed-citation><mixed-citation xml:lang="en">Tran, D. X., Pla, F., Latorre-Carmona, P., Myint, S. W., Caetano, M., &amp; Kieu, H. V. (2017). Characterizing the relationship between land use land cover change and land surface temperature. ISPRS Journal of Photogrammetry and Remote Sensing, 124, 119–132. https://doi.org/10.1016/j.isprsjprs.2017.01.001</mixed-citation></citation-alternatives></ref><ref id="cit70"><label>70</label><citation-alternatives><mixed-citation xml:lang="ru">Uddin, M. J., &amp; Swapnil, F. J. (2021). Land Surface Temperature (LST) Estimation at Kushtia District, Bangladesh. Journal of Civil Engineering, Science and Technology, 12(2), 213–227.</mixed-citation><mixed-citation xml:lang="en">Uddin, M. J., &amp; Swapnil, F. J. (2021). Land Surface Temperature (LST) Estimation at Kushtia District, Bangladesh. Journal of Civil Engineering, Science and Technology, 12(2), 213–227.</mixed-citation></citation-alternatives></ref><ref id="cit71"><label>71</label><citation-alternatives><mixed-citation xml:lang="ru">Wan Mohd Jaafar, W. S., Abdul Maulud, K. N., Muhmad Kamarulzaman, A. M., Raihan, A., Md Sah, S., Ahmad, A., Saad, S. N. M., Mohd Azmi, A. T., Jusoh Syukri, N. K. A., &amp; Razzaq Khan, W. (2020). The influence of deforestation on land surface temperature—A case study of Perak and Kedah, Malaysia. Forests, 11(6), 670.</mixed-citation><mixed-citation xml:lang="en">Wan Mohd Jaafar, W. S., Abdul Maulud, K. N., Muhmad Kamarulzaman, A. M., Raihan, A., Md Sah, S., Ahmad, A., Saad, S. N. M., Mohd Azmi, A. T., Jusoh Syukri, N. K. A., &amp; Razzaq Khan, W. (2020). The influence of deforestation on land surface temperature—A case study of Perak and Kedah, Malaysia. Forests, 11(6), 670.</mixed-citation></citation-alternatives></ref><ref id="cit72"><label>72</label><citation-alternatives><mixed-citation xml:lang="ru">Ward, C. (2013). Probing identity, integration and adaptation: Big questions, little answers. International Journal of Intercultural Relations, 37(4), 391–404.</mixed-citation><mixed-citation xml:lang="en">Ward, C. (2013). Probing identity, integration and adaptation: Big questions, little answers. International Journal of Intercultural Relations, 37(4), 391–404.</mixed-citation></citation-alternatives></ref><ref id="cit73"><label>73</label><citation-alternatives><mixed-citation xml:lang="ru">Wolch, J. R., Byrne, J., &amp; Newell, J. P. (2014). Urban green space, public health, and environmental justice: The challenge of making cities’ just green enough. Landscape and Urban Planning, 125, 234–244. https://doi.org/10.1016/j.landurbplan.2014.01.017</mixed-citation><mixed-citation xml:lang="en">Wolch, J. R., Byrne, J., &amp; Newell, J. P. (2014). Urban green space, public health, and environmental justice: The challenge of making cities’ just green enough. Landscape and Urban Planning, 125, 234–244. https://doi.org/10.1016/j.landurbplan.2014.01.017</mixed-citation></citation-alternatives></ref><ref id="cit74"><label>74</label><citation-alternatives><mixed-citation xml:lang="ru">Yan, Y., Mao, K., Shi, J., Piao, S., Shen, X., Dozier, J., Liu, Y., Ren, H., &amp; Bao, Q. (2020). Driving forces of land surface temperature anomalous changes in North America in 2002–2018. Scientific Reports, 10(1), 6931. https://doi.org/10.1038/s41598-020-63701-5</mixed-citation><mixed-citation xml:lang="en">Yan, Y., Mao, K., Shi, J., Piao, S., Shen, X., Dozier, J., Liu, Y., Ren, H., &amp; Bao, Q. (2020). Driving forces of land surface temperature anomalous changes in North America in 2002–2018. Scientific Reports, 10(1), 6931. https://doi.org/10.1038/s41598-020-63701-5</mixed-citation></citation-alternatives></ref><ref id="cit75"><label>75</label><citation-alternatives><mixed-citation xml:lang="ru">Zia, S., Mohsin, M., Nasar-u-Minallah, M., and Hanif, A. (2022). Site Suitability Analysis for Urban Settlements along River Jhelum, Pakistan using GIS and Remote Sensing Techniques. Indonesian Journal of Geography, 54(2), 22–239. https://doi.org/10.22146/ijg.72354.</mixed-citation><mixed-citation xml:lang="en">Zia, S., Mohsin, M., Nasar-u-Minallah, M., and Hanif, A. (2022). Site Suitability Analysis for Urban Settlements along River Jhelum, Pakistan using GIS and Remote Sensing Techniques. Indonesian Journal of Geography, 54(2), 22–239. https://doi.org/10.22146/ijg.72354.</mixed-citation></citation-alternatives></ref><ref id="cit76"><label>76</label><citation-alternatives><mixed-citation xml:lang="ru">Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J., &amp; Atkinson, P. M. (2019). Joint Deep Learning for land cover and land use classification. Remote Sensing of Environment, 221, 173–187. https://doi.org/10.1016/j.rse.2018.11.014</mixed-citation><mixed-citation xml:lang="en">Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J., &amp; Atkinson, P. M. (2019). Joint Deep Learning for land cover and land use classification. Remote Sensing of Environment, 221, 173–187. https://doi.org/10.1016/j.rse.2018.11.014</mixed-citation></citation-alternatives></ref><ref id="cit77"><label>77</label><citation-alternatives><mixed-citation xml:lang="ru">Zhao, M., Zhou, Y., Li, X., Cheng, W., Zhou, C., Ma, T., Huang, K., 2020. Mapping urban dynamics (1992–2018) in Southeast Asia using consistent nighttime light data from DMSP and VIIRS. Remote Sens. Environ. 248, 111980 https://doi.org/10.1016/j.rse.2020.111980.</mixed-citation><mixed-citation xml:lang="en">Zhao, M., Zhou, Y., Li, X., Cheng, W., Zhou, C., Ma, T., Huang, K., 2020. Mapping urban dynamics (1992–2018) in Southeast Asia using consistent nighttime light data from DMSP and VIIRS. Remote Sens. Environ. 248, 111980 https://doi.org/10.1016/j.rse.2020.111980.</mixed-citation></citation-alternatives></ref><ref id="cit78"><label>78</label><citation-alternatives><mixed-citation xml:lang="ru">Zhou, W., Wang, J., &amp; Cadenasso, M. L. (2017). Effects of the spatial configuration of trees on urban heat mitigation: A comparative study. Remote Sensing of Environment, 195, 1–12.</mixed-citation><mixed-citation xml:lang="en">Zhou, W., Wang, J., &amp; Cadenasso, M. L. (2017). Effects of the spatial configuration of trees on urban heat mitigation: A comparative study. Remote Sensing of Environment, 195, 1–12.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
