Evaluation of seasonal variability in magnitude of urban heat islands using local climate zone classification and surface albedo

Surface Urban Heat Islands significantly deteriorate urban sustainability and livability. Effective ways to monitor and mitigate this phenomenon are gaining importance among environment researchers. In order to lessen the extreme heat waves of tropical cities, an understanding of the spatial feature...

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Published inInternational journal of environmental science and technology (Tehran) Vol. 19; no. 9; pp. 8677 - 8698
Main Authors Dutta, K., Basu, D., Agrawal, S.
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.09.2022
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Abstract Surface Urban Heat Islands significantly deteriorate urban sustainability and livability. Effective ways to monitor and mitigate this phenomenon are gaining importance among environment researchers. In order to lessen the extreme heat waves of tropical cities, an understanding of the spatial features affecting urban micro-climate is needed. Local climate zones can provide the much needed framework for city level climate studies. This paper presented satellite imagery-based workflow to identify critical zones within a city, using the spatial thermal characteristics. The results brought out the critical thermal scenario in summer, for two mega cities of India. Prolonged heat trapping resulted in 13.99% nocturnal heat island cover in the New Delhi region and 22.26% in the Kolkata City region. Moderate to strong heat stress was observed for central city areas, even at night time. Surface temperature variation within local climate zones of a city reflected significant rise in temperature over certain urban pockets due to building morphology. Over a distance of 12 km from vegetated land to low-rise dense built-up, a drastic 8.76 °C temperature rise was noted on a summer night. The temperature patterns were further verified with seasonal surface albedo mapping. Based on areal distribution, location, thermal range and contribution in heat island formation, sustainable planning strategies for each local climate zone were laid out. The study aimed to achieve an optimum cooling level for given urban structures and also highlighted the potential thermal environment changes faced by suburban regions.
AbstractList Surface Urban Heat Islands significantly deteriorate urban sustainability and livability. Effective ways to monitor and mitigate this phenomenon are gaining importance among environment researchers. In order to lessen the extreme heat waves of tropical cities, an understanding of the spatial features affecting urban micro-climate is needed. Local climate zones can provide the much needed framework for city level climate studies. This paper presented satellite imagery-based workflow to identify critical zones within a city, using the spatial thermal characteristics. The results brought out the critical thermal scenario in summer, for two mega cities of India. Prolonged heat trapping resulted in 13.99% nocturnal heat island cover in the New Delhi region and 22.26% in the Kolkata City region. Moderate to strong heat stress was observed for central city areas, even at night time. Surface temperature variation within local climate zones of a city reflected significant rise in temperature over certain urban pockets due to building morphology. Over a distance of 12 km from vegetated land to low-rise dense built-up, a drastic 8.76 °C temperature rise was noted on a summer night. The temperature patterns were further verified with seasonal surface albedo mapping. Based on areal distribution, location, thermal range and contribution in heat island formation, sustainable planning strategies for each local climate zone were laid out. The study aimed to achieve an optimum cooling level for given urban structures and also highlighted the potential thermal environment changes faced by suburban regions.
Surface Urban Heat Islands significantly deteriorate urban sustainability and livability. Effective ways to monitor and mitigate this phenomenon are gaining importance among environment researchers. In order to lessen the extreme heat waves of tropical cities, an understanding of the spatial features affecting urban micro-climate is needed. Local climate zones can provide the much needed framework for city level climate studies. This paper presented satellite imagery-based workflow to identify critical zones within a city, using the spatial thermal characteristics. The results brought out the critical thermal scenario in summer, for two mega cities of India. Prolonged heat trapping resulted in 13.99% nocturnal heat island cover in the New Delhi region and 22.26% in the Kolkata City region. Moderate to strong heat stress was observed for central city areas, even at night time. Surface temperature variation within local climate zones of a city reflected significant rise in temperature over certain urban pockets due to building morphology. Over a distance of 12 km from vegetated land to low-rise dense built-up, a drastic 8.76 °C temperature rise was noted on a summer night. The temperature patterns were further verified with seasonal surface albedo mapping. Based on areal distribution, location, thermal range and contribution in heat island formation, sustainable planning strategies for each local climate zone were laid out. The study aimed to achieve an optimum cooling level for given urban structures and also highlighted the potential thermal environment changes faced by suburban regions.
Author Dutta, K.
Basu, D.
Agrawal, S.
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Cites_doi 10.1007/s10980-008-9215-x
10.3390/su12072752
10.1016/j.uclim.2017.10.001
10.1017/CBO9781107415324.004
10.1038/srep40178
10.1175/BAMS-D-11-00019.1
10.1002/joc.6140
10.1016/j.scs.2019.101846
10.1590/1807-1929/agriambi.v20n1p3-8
10.1016/j.accre.2015.08.003
10.3390/w9110816
10.2148/benv.33.1.85
10.3390/su11072032
10.1007/s40095-014-0154-9
10.5194/isprs-annals-IV-5-71-2018
10.1016/j.uclim.2021.100846
10.2478/mgrsd-2010-0009
10.1016/j.scitotenv.2019.04.088
10.1080/01431160701408360
10.1016/j.scs.2016.11.005
10.1016/j.foar.2017.08.001
10.1016/j.scs.2017.01.009
10.5194/isprs-annals-IV-3-277-2018
10.1080/01431161.2019.1590877
10.14198/INGEO2018.69.07
10.1016/j.scs.2021.102877
10.1016/j.scitotenv.2011.10.043
10.4304/jcp.7.12.3082-3087
10.1016/j.buildenv.2005.02.003
10.1016/0034-4257(82)90043-8
10.1007/s00603-015-0797-8
10.1016/S0034-4257(00)00205-4
10.1016/j.apgeog.2008.12.005
10.1016/j.buildenv.2019.106242
10.1007/s11869-014-0261-z
10.3390/su11133683
10.5194/isprs-annals-IV-5-W2-25-2019
10.26438/ijcse/v6i10.741753
10.1007/s00484-019-01708-y
10.1007/s10661-021-08969-4
10.1016/j.enbuild.2015.04.054
10.1109/FSKD.2009.319
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References Wang, Ren, Xu (CR41) 2018; 24
Ren (CR30) 2015; 6
Liu, Wang, Ling (CR23) 2017; 9
Dutta, Basu, Agrawal (CR15) 2021; 193
Hua, Wang, Zhao (CR20) 2012; 7
Xu, Yin, Wang (CR43) 2019
Błazejczyk, Broede, Fiala (CR3) 2010; 14
Dutta, Basu, Agrawal (CR14) 2019; IV
CR12
CR11
Gazi, Mondal (CR18) 2018; 6
Soltani, Sharifi (CR34) 2017; 6
Oke (CR28) 1973; 7
Cai, Tang, Chen, Han (CR5) 2019
Watkins, Palmer, Kolokotroni (CR42) 2007; 33
Falasca, Ciancio, Salata (CR16) 2019; 163
Cardoso, Amorim (CR6) 2018
Wan (CR40) 2013
Yu, Yao, Yang (CR45) 2019; 674
Bonafoni, Baldinelli, Verducci (CR4) 2017; 29
Badaro-saliba, Adjizian-gerard, Zaarour, Najjar (CR2) 2021; 37
Cilek, Cilek (CR8) 2021; 69
Dewan, Yamaguchi (CR10) 2009; 29
Tiangco, Lagmay, Argete (CR38) 2008; 29
Pandey, Kumar, Prakash (CR29) 2012; 414
Gautam, Verma, Maheshwar, Singh (CR17) 2016; 49
CR27
da Silva, Braga, Braga (CR9) 2016; 20
Ndetto, Matzarakis (CR26) 2015; 8
Shao, Wu (CR32) 2008; 23
Manavvi, Rajasekar (CR25) 2019; 64
Son, Chen, Chen (CR35) 2017; 30
Kwok, Schoetter, Lau (CR21) 2019; 39
Ghiaus, Allard, Santamouris (CR19) 2006; 41
Rossi, Bonamente, Nicolini (CR31) 2016; 114
Shastri, Barik, Ghosh (CR33) 2017; 7
(CR39) 2016; 8
Chen, Zheng, Hu (CR7) 2020
Artis, Carnahan (CR1) 1982; 12
Yang, Chen, Qian (CR44) 2019; 40
Zhao (CR46) 2018; 4
Magli, Lodi, Lombroso (CR24) 2015; 6
Dutta, Basu, Agrawal (CR13) 2018; IV
Liang (CR22) 2001; 76
Stewart, Oke (CR36) 2012; 93
Sultana, Satyanarayana (CR37) 2020; 52
K Błazejczyk (3602_CR3) 2010; 14
S Magli (3602_CR24) 2015; 6
MAA Gazi (3602_CR18) 2018; 6
S Bonafoni (3602_CR4) 2017; 29
L Hua (3602_CR20) 2012; 7
S Liang (3602_CR22) 2001; 76
K Dutta (3602_CR14) 2019; IV
P Pandey (3602_CR29) 2012; 414
RS Cardoso (3602_CR6) 2018
AM Dewan (3602_CR10) 2009; 29
3602_CR11
Z Yu (3602_CR45) 2019; 674
Z Wan (3602_CR40) 2013
3602_CR12
BB da Silva (3602_CR9) 2016; 20
Z Yang (3602_CR44) 2019; 40
Z Cai (3602_CR5) 2019
Y Liu (3602_CR23) 2017; 9
GY Ren (3602_CR30) 2015; 6
H Shastri (3602_CR33) 2017; 7
S Sultana (3602_CR37) 2020; 52
M Tiangco (3602_CR38) 2008; 29
G Shao (3602_CR32) 2008; 23
YT Kwok (3602_CR21) 2019; 39
EL Ndetto (3602_CR26) 2015; 8
K Dutta (3602_CR15) 2021; 193
Y Chen (3602_CR7) 2020
C Zhao (3602_CR46) 2018; 4
ID Stewart (3602_CR36) 2012; 93
R Watkins (3602_CR42) 2007; 33
C Ghiaus (3602_CR19) 2006; 41
PK Gautam (3602_CR17) 2016; 49
MU Cilek (3602_CR8) 2021; 69
DA Artis (3602_CR1) 1982; 12
TR Oke (3602_CR28) 1973; 7
F Rossi (3602_CR31) 2016; 114
K Dutta (3602_CR13) 2018; IV
3602_CR27
NT Son (3602_CR35) 2017; 30
A Soltani (3602_CR34) 2017; 6
R Wang (3602_CR41) 2018; 24
N Badaro-saliba (3602_CR2) 2021; 37
S Falasca (3602_CR16) 2019; 163
US Geological Survey (3602_CR39) 2016; 8
X Xu (3602_CR43) 2019
S Manavvi (3602_CR25) 2019; 64
References_xml – volume: 23
  start-page: 505
  year: 2008
  end-page: 511
  ident: CR32
  article-title: On the accuracy of landscape pattern analysis using remote sensing data
  publication-title: Landsc Ecol
  doi: 10.1007/s10980-008-9215-x
– year: 2020
  ident: CR7
  article-title: Numerical simulation of local climate zone cooling achieved through modification of trees, albedo and green roofs-a case study of changsha
  publication-title: China Sustain
  doi: 10.3390/su12072752
– volume: 24
  start-page: 567
  year: 2018
  end-page: 576
  ident: CR41
  article-title: Mapping the local climate zones of urban areas by GIS-based and WUDAPT methods: a case study of Hong Kong
  publication-title: Urban Clim
  doi: 10.1016/j.uclim.2017.10.001
– volume: 7
  start-page: 769
  year: 1973
  end-page: 779
  ident: CR28
  article-title: City size and the urban heat island
  publication-title: Atmos Environ
  doi: 10.1017/CBO9781107415324.004
– volume: 7
  start-page: 1
  year: 2017
  end-page: 8
  ident: CR33
  article-title: Flip flop of day–night and summer–winter surface Urban Heat Island Intensity in India
  publication-title: Sci Rep
  doi: 10.1038/srep40178
– volume: 93
  start-page: 1879
  year: 2012
  end-page: 1900
  ident: CR36
  article-title: Local climate zones for urban temperature studies
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/BAMS-D-11-00019.1
– volume: 39
  start-page: 5292
  year: 2019
  end-page: 5315
  ident: CR21
  article-title: How well does the local climate zone scheme discern the thermal environment of Toulouse (France)? An analysis using numerical simulation data
  publication-title: Int J Climatol
  doi: 10.1002/joc.6140
– volume: 52
  year: 2020
  ident: CR37
  article-title: Assessment of urbanisation and urban heat island intensities using landsat imageries during 2000–2018 over a sub-tropical Indian City
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2019.101846
– volume: 20
  start-page: 3
  year: 2016
  end-page: 8
  ident: CR9
  article-title: Procedures for calculation of the albedo with OLI-Landsat 8 images: application to the Brazilian semi-arid
  publication-title: Rev Bras Eng Agric e Ambient
  doi: 10.1590/1807-1929/agriambi.v20n1p3-8
– volume: 6
  start-page: 1
  year: 2015
  end-page: 6
  ident: CR30
  article-title: Urbanization as a major driver of urban climate change
  publication-title: Adv Clim Change Res
  doi: 10.1016/j.accre.2015.08.003
– volume: 9
  start-page: 1
  year: 2017
  end-page: 26
  ident: CR23
  article-title: Analysis of coastline extraction from Landsat-8 OLI imagery
  publication-title: Water
  doi: 10.3390/w9110816
– volume: 33
  start-page: 85
  year: 2007
  end-page: 96
  ident: CR42
  article-title: Increased temperature and intensification of the urban heat island: implications for human comfort and urban design
  publication-title: Built Environ
  doi: 10.2148/benv.33.1.85
– year: 2019
  ident: CR5
  article-title: Assessing the heat vulnerability of different local climate zones in the old areas of a Chinese megacity
  publication-title: Sustainability
  doi: 10.3390/su11072032
– ident: CR12
– volume: 6
  start-page: 91
  year: 2015
  end-page: 99
  ident: CR24
  article-title: Analysis of the urban heat island effects on building energy consumption
  publication-title: Int J Energy Environ Eng
  doi: 10.1007/s40095-014-0154-9
– volume: IV
  start-page: 71
  year: 2018
  end-page: 78
  ident: CR13
  article-title: Temporal and spatial analysis of urban heat island using landsat satellite data: Two Indian case studies
  publication-title: ISPRS Ann Photogramm Remote Sens Spat Inf Sci
  doi: 10.5194/isprs-annals-IV-5-71-2018
– volume: 37
  year: 2021
  ident: CR2
  article-title: Urban climate LCZ scheme for assessing Urban Heat Island intensity in a complex urban area (Beirut, Lebanon )
  publication-title: Urban Clim
  doi: 10.1016/j.uclim.2021.100846
– volume: 14
  start-page: 91
  year: 2010
  end-page: 102
  ident: CR3
  article-title: Principles of the new universal thermal climate index (UTCI) and its application to bioclimatic research in European scale
  publication-title: Misc Geogr
  doi: 10.2478/mgrsd-2010-0009
– volume: 674
  start-page: 242
  year: 2019
  end-page: 254
  ident: CR45
  article-title: Spatiotemporal patterns and characteristics of remotely sensed region heat islands during the rapid urbanization (1995–2015) of Southern China
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2019.04.088
– volume: 29
  start-page: 2799
  year: 2008
  end-page: 2818
  ident: CR38
  article-title: ASTER-based study of the night-time urban heat island effect in Metro Manila
  publication-title: Int J Remote Sens
  doi: 10.1080/01431160701408360
– volume: 29
  start-page: 211
  year: 2017
  end-page: 218
  ident: CR4
  article-title: Sustainable strategies for smart cities: analysis of the town development effect on surface urban heat island through remote sensing methodologies
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2016.11.005
– volume: 6
  start-page: 529
  year: 2017
  end-page: 538
  ident: CR34
  article-title: Daily variation of urban heat island effect and its correlations to urban greenery: a case study of Adelaide
  publication-title: Front Archit Res
  doi: 10.1016/j.foar.2017.08.001
– volume: 30
  start-page: 150
  year: 2017
  end-page: 161
  ident: CR35
  article-title: Assessment of urbanization and urban heat islands in Ho Chi Minh City, Vietnam using Landsat data
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2017.01.009
– volume: 4
  start-page: 277
  year: 2018
  end-page: 283
  ident: CR46
  article-title: Linking the local climate zones and land surface temperature to investigate the surface urban heat island, a case study of San Antonio, Texus, U.S
  publication-title: ISPRS Ann Photogramm Remote Sens Spat Inf Sci
  doi: 10.5194/isprs-annals-IV-3-277-2018
– volume: 40
  start-page: 6680
  year: 2019
  end-page: 6699
  ident: CR44
  article-title: The coupling relationship between construction land expansion and high-temperature area expansion in China’s three major urban agglomerations
  publication-title: Int J Remote Sens
  doi: 10.1080/01431161.2019.1590877
– ident: CR27
– year: 2018
  ident: CR6
  article-title: Urban heat Island analysis using the ‘local climate zone’ scheme in presidente prudente Brazil
  publication-title: Investig Geogr
  doi: 10.14198/INGEO2018.69.07
– volume: 69
  year: 2021
  ident: CR8
  article-title: Analyses of land surface temperature (LST) variability among local climate zones (LCZs) comparing Landsat-8 and ENVI-met model data
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2021.102877
– volume: 414
  start-page: 494
  year: 2012
  end-page: 507
  ident: CR29
  article-title: A study of urban heat island and its association with particulate matter during winter months over Delhi
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2011.10.043
– volume: 7
  start-page: 3082
  year: 2012
  end-page: 3087
  ident: CR20
  article-title: Temporal and spatial characteristics of urban heat island of an estuary city, China
  publication-title: J Comput
  doi: 10.4304/jcp.7.12.3082-3087
– volume: 41
  start-page: 395
  year: 2006
  end-page: 406
  ident: CR19
  article-title: Urban environment influence on natural ventilation potential
  publication-title: Build Environ
  doi: 10.1016/j.buildenv.2005.02.003
– volume: 12
  start-page: 313
  year: 1982
  end-page: 329
  ident: CR1
  article-title: Survey of emissivity variability in thermography of urban areas
  publication-title: Remote Sens Environ
  doi: 10.1016/0034-4257(82)90043-8
– volume: 49
  start-page: 1985
  year: 2016
  end-page: 1993
  ident: CR17
  article-title: Thermomechanical analysis of different types of sandstone at elevated temperature
  publication-title: Rock Mech Rock Eng
  doi: 10.1007/s00603-015-0797-8
– volume: 76
  start-page: 213
  year: 2001
  end-page: 238
  ident: CR22
  article-title: Narrowband to broadband conversions of land surface albedo I algorithms
  publication-title: Remote Sens Environ
  doi: 10.1016/S0034-4257(00)00205-4
– volume: 29
  start-page: 390
  year: 2009
  end-page: 401
  ident: CR10
  article-title: Land use and land cover change in Greater Dhaka, Bangladesh: using remote sensing to promote sustainable urbanization
  publication-title: Appl Geogr
  doi: 10.1016/j.apgeog.2008.12.005
– volume: 163
  year: 2019
  ident: CR16
  article-title: High albedo materials to counteract heat waves in cities: an assessment of meteorology, buildings energy needs and pedestrian thermal comfort
  publication-title: Build Environ
  doi: 10.1016/j.buildenv.2019.106242
– start-page: 1
  year: 2013
  end-page: 33
  ident: CR40
  publication-title: MODIS land surface temperature products users’ guide
– ident: CR11
– volume: 8
  start-page: 175
  year: 2015
  end-page: 191
  ident: CR26
  article-title: Urban atmospheric environment and human biometeorological studies in Dar es Salaam, Tanzania
  publication-title: Air Qual Atmos Heal
  doi: 10.1007/s11869-014-0261-z
– year: 2019
  ident: CR43
  article-title: Revealing urban morphology and outdoor comfort through genetic algorithm-driven urban block design in dry and hot regions of China
  publication-title: Sustain
  doi: 10.3390/su11133683
– volume: IV
  start-page: 25
  year: 2019
  end-page: 33
  ident: CR14
  article-title: Nocturnal and diurnal trends of surface urban heat island intensity : a seasonal variability analysis for smart urban planning
  publication-title: ISPRS Ann Photogramm Remote Sens Spat Inf Sci
  doi: 10.5194/isprs-annals-IV-5-W2-25-2019
– volume: 6
  start-page: 741
  year: 2018
  end-page: 753
  ident: CR18
  article-title: Urban Heat Island and its effect on Dweller of Kolkata metropolitan area using geospatial techniques
  publication-title: Int J Comput Sci Eng
  doi: 10.26438/ijcse/v6i10.741753
– volume: 64
  start-page: 253
  year: 2019
  end-page: 264
  ident: CR25
  article-title: Semantics of outdoor thermal comfort in religious squares of composite climate: New Delhi, India
  publication-title: Int J Biometeorol
  doi: 10.1007/s00484-019-01708-y
– volume: 193
  start-page: 1
  year: 2021
  end-page: 22
  ident: CR15
  article-title: Synergetic interaction between spatial land cover dynamics and expanding urban heat islands
  publication-title: Environ Monit Assess
  doi: 10.1007/s10661-021-08969-4
– volume: 114
  start-page: 96
  year: 2016
  end-page: 103
  ident: CR31
  article-title: A carbon footprint and energy consumption assessment methodology for UHI-affected lighting systems in built areas
  publication-title: Energy Build
  doi: 10.1016/j.enbuild.2015.04.054
– volume: 8
  start-page: 97
  year: 2016
  ident: CR39
  article-title: Landsat 8 Data Users Handbook
  publication-title: Nasa
– volume: 14
  start-page: 91
  year: 2010
  ident: 3602_CR3
  publication-title: Misc Geogr
  doi: 10.2478/mgrsd-2010-0009
– volume: 41
  start-page: 395
  year: 2006
  ident: 3602_CR19
  publication-title: Build Environ
  doi: 10.1016/j.buildenv.2005.02.003
– year: 2020
  ident: 3602_CR7
  publication-title: China Sustain
  doi: 10.3390/su12072752
– volume: 20
  start-page: 3
  year: 2016
  ident: 3602_CR9
  publication-title: Rev Bras Eng Agric e Ambient
  doi: 10.1590/1807-1929/agriambi.v20n1p3-8
– volume: IV
  start-page: 25
  year: 2019
  ident: 3602_CR14
  publication-title: ISPRS Ann Photogramm Remote Sens Spat Inf Sci
  doi: 10.5194/isprs-annals-IV-5-W2-25-2019
– volume: 7
  start-page: 1
  year: 2017
  ident: 3602_CR33
  publication-title: Sci Rep
  doi: 10.1038/srep40178
– volume: 8
  start-page: 97
  year: 2016
  ident: 3602_CR39
  publication-title: Nasa
– volume: 6
  start-page: 529
  year: 2017
  ident: 3602_CR34
  publication-title: Front Archit Res
  doi: 10.1016/j.foar.2017.08.001
– volume: 24
  start-page: 567
  year: 2018
  ident: 3602_CR41
  publication-title: Urban Clim
  doi: 10.1016/j.uclim.2017.10.001
– volume: 29
  start-page: 390
  year: 2009
  ident: 3602_CR10
  publication-title: Appl Geogr
  doi: 10.1016/j.apgeog.2008.12.005
– volume: 9
  start-page: 1
  year: 2017
  ident: 3602_CR23
  publication-title: Water
  doi: 10.3390/w9110816
– volume: 64
  start-page: 253
  year: 2019
  ident: 3602_CR25
  publication-title: Int J Biometeorol
  doi: 10.1007/s00484-019-01708-y
– volume: 69
  year: 2021
  ident: 3602_CR8
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2021.102877
– volume: 6
  start-page: 1
  year: 2015
  ident: 3602_CR30
  publication-title: Adv Clim Change Res
  doi: 10.1016/j.accre.2015.08.003
– volume: 674
  start-page: 242
  year: 2019
  ident: 3602_CR45
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2019.04.088
– ident: 3602_CR12
– volume: 49
  start-page: 1985
  year: 2016
  ident: 3602_CR17
  publication-title: Rock Mech Rock Eng
  doi: 10.1007/s00603-015-0797-8
– volume: 52
  year: 2020
  ident: 3602_CR37
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2019.101846
– start-page: 1
  volume-title: MODIS land surface temperature products users’ guide
  year: 2013
  ident: 3602_CR40
– volume: 414
  start-page: 494
  year: 2012
  ident: 3602_CR29
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2011.10.043
– volume: 29
  start-page: 2799
  year: 2008
  ident: 3602_CR38
  publication-title: Int J Remote Sens
  doi: 10.1080/01431160701408360
– volume: 4
  start-page: 277
  year: 2018
  ident: 3602_CR46
  publication-title: ISPRS Ann Photogramm Remote Sens Spat Inf Sci
  doi: 10.5194/isprs-annals-IV-3-277-2018
– volume: 6
  start-page: 91
  year: 2015
  ident: 3602_CR24
  publication-title: Int J Energy Environ Eng
  doi: 10.1007/s40095-014-0154-9
– volume: 193
  start-page: 1
  year: 2021
  ident: 3602_CR15
  publication-title: Environ Monit Assess
  doi: 10.1007/s10661-021-08969-4
– volume: 12
  start-page: 313
  year: 1982
  ident: 3602_CR1
  publication-title: Remote Sens Environ
  doi: 10.1016/0034-4257(82)90043-8
– year: 2019
  ident: 3602_CR5
  publication-title: Sustainability
  doi: 10.3390/su11072032
– year: 2018
  ident: 3602_CR6
  publication-title: Investig Geogr
  doi: 10.14198/INGEO2018.69.07
– volume: 93
  start-page: 1879
  year: 2012
  ident: 3602_CR36
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/BAMS-D-11-00019.1
– volume: 29
  start-page: 211
  year: 2017
  ident: 3602_CR4
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2016.11.005
– volume: 39
  start-page: 5292
  year: 2019
  ident: 3602_CR21
  publication-title: Int J Climatol
  doi: 10.1002/joc.6140
– volume: 8
  start-page: 175
  year: 2015
  ident: 3602_CR26
  publication-title: Air Qual Atmos Heal
  doi: 10.1007/s11869-014-0261-z
– volume: 7
  start-page: 769
  year: 1973
  ident: 3602_CR28
  publication-title: Atmos Environ
  doi: 10.1017/CBO9781107415324.004
– volume: 33
  start-page: 85
  year: 2007
  ident: 3602_CR42
  publication-title: Built Environ
  doi: 10.2148/benv.33.1.85
– volume: 163
  year: 2019
  ident: 3602_CR16
  publication-title: Build Environ
  doi: 10.1016/j.buildenv.2019.106242
– volume: 23
  start-page: 505
  year: 2008
  ident: 3602_CR32
  publication-title: Landsc Ecol
  doi: 10.1007/s10980-008-9215-x
– volume: 114
  start-page: 96
  year: 2016
  ident: 3602_CR31
  publication-title: Energy Build
  doi: 10.1016/j.enbuild.2015.04.054
– volume: IV
  start-page: 71
  year: 2018
  ident: 3602_CR13
  publication-title: ISPRS Ann Photogramm Remote Sens Spat Inf Sci
  doi: 10.5194/isprs-annals-IV-5-71-2018
– volume: 6
  start-page: 741
  year: 2018
  ident: 3602_CR18
  publication-title: Int J Comput Sci Eng
  doi: 10.26438/ijcse/v6i10.741753
– volume: 40
  start-page: 6680
  year: 2019
  ident: 3602_CR44
  publication-title: Int J Remote Sens
  doi: 10.1080/01431161.2019.1590877
– volume: 7
  start-page: 3082
  year: 2012
  ident: 3602_CR20
  publication-title: J Comput
  doi: 10.4304/jcp.7.12.3082-3087
– volume: 30
  start-page: 150
  year: 2017
  ident: 3602_CR35
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2017.01.009
– volume: 37
  year: 2021
  ident: 3602_CR2
  publication-title: Urban Clim
  doi: 10.1016/j.uclim.2021.100846
– volume: 76
  start-page: 213
  year: 2001
  ident: 3602_CR22
  publication-title: Remote Sens Environ
  doi: 10.1016/S0034-4257(00)00205-4
– ident: 3602_CR11
– ident: 3602_CR27
  doi: 10.1109/FSKD.2009.319
– year: 2019
  ident: 3602_CR43
  publication-title: Sustain
  doi: 10.3390/su11133683
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Snippet Surface Urban Heat Islands significantly deteriorate urban sustainability and livability. Effective ways to monitor and mitigate this phenomenon are gaining...
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SubjectTerms Aquatic Pollution
climatic zones
Earth and Environmental Science
Ecotoxicology
Environment
Environmental Chemistry
environmental science
Environmental Science and Engineering
heat
heat stress
India
microclimate
Original Paper
satellites
seasonal variation
Soil Science & Conservation
summer
surface temperature
Waste Water Technology
Water Management
Water Pollution Control
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Title Evaluation of seasonal variability in magnitude of urban heat islands using local climate zone classification and surface albedo
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