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Temporal analysis of thermal bioclimate conditions between Kolkata (India) and its three neighbouring suburban sites

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Abstract

The study of human biometeorological conditions is becoming increasingly important in climate perception for the improvement of public health system. The present study investigates the long-term thermal bioclimate conditions in four stations of West Bengal, India. Kolkata, the capital city of West Bengal, and three suburban stations, namely, Dum Dum, Canning and Diamond Harbour, located in the adjacent districts of Kolkata, have been selected. The biometeorological conditions have been estimated by physiological effective temperature (PET) and modified physiologically equivalent temperature (mPET) at 1130 h and 1730 h (IST) based on 42 years of meteorological data. The initial purpose of this study is to present the monthly distribution of PET and mPET categories and further highlight the structure of each thermal index in four tropical climate locations. The results from this analysis reveal higher human thermal stress in Kolkata compared to other neighbouring stations during the period from 1979 to 2018. Reverse behaviour was observed from 2018 to 2020 indicating that Diamond Harbour and Canning are warmer in terms of human thermal stress compared to Kolkata and Dum Dum. The results captured has also been validated by mean monthly, mean seasonal PET and mPET index difference between Kolkata (urban station) and other three stations (suburban areas). During the past period (1979–2018), highest differences in PET and mPET were recorded in Canning and Diamond Harbour for the months September to November (SON), varying between 4 and 5 °C both at prenoon and evening. The second highest differences of indices ranging from 2.5 to 3.5 °C were observed during December to February (DJF). For the last two years (2018–2020), the seasonal differences of PET and mPET are negative, implying that Dum Dum, Canning and Diamond Harbour at 1130 h are warmer by a maximum of 2 °C in comparison to Kolkata. Finally, the mean annual thermal indices of each year show a growing trend in all the four stations with a variation of 0.4°C to 0.7°C and 1.1°C to 1.3°C in early noon and evening measurements respectively for 40 years.

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References

  • Amindeldar S, Heidari S, Khalili M (2017) The effect of personal and microclimatic variables on outdoor thermal comfort: a field study in Tehran in cold season. Sustain Cities Soc 32:153–159

    Article  Google Scholar 

  • Arnfield AJ (2003) Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island. Int J Climatol 23(1):1–26

    Article  Google Scholar 

  • Azhar GS, Mavalankar D, Nori-Sarma A, Rajiva A, Dutta P, Jaiswal A et al (2014) Heat-related mortality in India: excess all-cause mortality associated with the 2010 Ahmedabad heat wave. PLoS One 9(3):e91831

    Article  Google Scholar 

  • Baaghideh M, Mayvaneh F, Shekari Badi A, Shojaee T (2016) Evaluation of human thermal comfort using UTCI index: case study Khorasan Razavi, Iran. Nat Environ Chang 2(2):165–175

    Google Scholar 

  • Bal S, Sodoudi S (2020) Modeling and prediction of dengue occurrences in Kolkata, India, based on climate factors. Int J Biometeorol:1–13

  • Banerjee S, Middel A, Chattopadhyay S (2020) Outdoor thermal comfort in various microentrepreneurial settings in hot humid tropical Kolkata: Human biometeorological assessment of objective and subjective parameters. Sci Total Environ 137741

  • Beshir M, Ramsey JD (1988) Heat stress indices: a review paper. Int J Ind Ergon 3(2):89–102

    Article  Google Scholar 

  • Bhattacharya R, Biswas G, Guha R, Pal S, Dey S (2010) On the variation of summer thermal stress over Kolkata from 1995 to 2009. VAYU MANDAL 35&36(1-4):16–21

    Google Scholar 

  • Blazejczyk K, Epstein Y, Jendritzky G, Staiger H, Tinz B (2012) Comparison of UTCI to selected thermal indices. Int J Biometeorol 56(3):515–535

    Article  Google Scholar 

  • Błażejczyk K, Kuchcik M, Błażejczyk A, Milewski P, Szmyd J (2014) Assessment of urban thermal stress by UTCI–experimental and modelling studies: an example from Poland. DIE ERDE–J Geographic Soc Berlin 145(1-2):16–33

    Google Scholar 

  • Çalışkan O, Çiçek İ, Matzarakis A (2012) The climate and bioclimate of Bursa (Turkey) from the perspective of tourism. Theor Appl Climatol 107(3):417–425

    Article  Google Scholar 

  • Census I (2011) Census of India 2011 provisional population totals. Office of the Registrar General and Census Commissioner, New Delhi

    Google Scholar 

  • Chatterjee S, Gupta K (2021) Exploring the spatial pattern of urban heat island formation in relation to land transformation: a study on a mining industrial region of West Bengal, India. Remote Sensing Appl: Soc Environ 23:100581

    Google Scholar 

  • Chatterjee S, Khan A, Dinda A, Mithun S, Khatun R, Akbari H et al (2019) Simulating micro-scale thermal interactions in different building environments for mitigating urban heat islands. Sci Total Environ 663:610–631

    Article  Google Scholar 

  • Chen Y-C, Chen W-N, Chou CC-K, Matzarakis A (2020) Concepts and new implements for modified physiologically equivalent temperature. Atmosphere 11(7):694

    Article  Google Scholar 

  • Chen Y-C, Matzarakis A (2018) Modified physiologically equivalent temperature—basics and applications for western European climate. Theor Appl Climatol 132(3):1275–1289

    Article  Google Scholar 

  • Das B, Chakraborty R (2016) Climate change scenario of West Bengal, India: a geo-environmental assessment. Indian Cartographer 36:425–441

    Google Scholar 

  • Das M, Das A, Mandal S (2020) Outdoor thermal comfort in different settings of a tropical planning region of Eastern India by adopting LCZs approach: a case study on Sriniketan-Santiniketan Planning Area (SSPA). Sustain Cities Soc 102433

  • Dash SK, Dey S, Salunke P, Dalal M, Saraswat V, Chowdhury S et al (2017) Comparative study of heat indices in India based on observed and model simulated data. Current World Environment 3:530

    Article  Google Scholar 

  • De B, Mukherjee M (2018) Optimisation of canyon orientation and aspect ratio in warm-humid climate: Case of Rajarhat Newtown, India. Urban Clim 24:887–920

    Article  Google Scholar 

  • Dee DP, Uppala SM, Simmons A, Berrisford P, Poli P, Kobayashi S et al (2011) The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137(656):553–597

    Article  Google Scholar 

  • Dhar RB, Chakraborty S, Chattopadhyay R, Sikdar PK (2019) Impact of land-use/land-cover change on land surface temperature using satellite data: A case study of Rajarhat Block, North 24-Parganas District, West Bengal. J Indian Soc Remote Sensing 47(2):331–348

    Article  Google Scholar 

  • Di Napoli C, Pappenberger F, Cloke HL (2018) Assessing heat-related health risk in Europe via the Universal Thermal Climate Index (UTCI). Int J Biometeorol 62(7):1155–1165

    Article  Google Scholar 

  • Elnabawi MH, Hamza N, Dudek S (2016) Thermal perception of outdoor urban spaces in the hot arid region of Cairo, Egypt. Sustain Cities Society 22:136–145

    Article  Google Scholar 

  • Fanger, P. O. (1970). Thermal comfort. Analysis and applications in environmental engineering. Thermal comfort. Analysis and applications in environmental engineering.

    Google Scholar 

  • Fanger PO, Christensen N (1986) Perception of draught in ventilated spaces. Ergonomics 29(2):215–235

    Article  Google Scholar 

  • Fanger PO, Melikov AK, Hanzawa H, Ring J (1988) Air turbulence and sensation of draught. Energy and buildings 12(1):21–39

    Article  Google Scholar 

  • Fiala D, Havenith G, Bröde P, Kampmann B, Jendritzky G (2012) UTCI-Fiala multi-node model of human heat transfer and temperature regulation. Int J Biometeorol 56(3):429–441

    Article  Google Scholar 

  • Flato G, Marotzke J, Abiodun B, Braconnot P, Chou SC, Collins W, et al. (2014). Evaluation of climate models. Climate change 2013: the physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 741-866). Cambridge University Press.

  • Fröhlich D, Gangwisch M, Matzarakis A (2019) Effect of radiation and wind on thermal comfort in urban environments-Application of the RayMan and SkyHelios model. Urban Clim 27:1–7

    Article  Google Scholar 

  • Gagge AP, Fobelets A, Berglund L (1986) A standard predictive Index of human reponse to thermal environment. Transactions/American Society of Heating, Refrigerating and Air-Conditioning Engineers 92(2B):709–731

    Google Scholar 

  • Galindo T, Hermida MA (2018) Effects of thermophysiological and non-thermal factors on outdoor thermal perceptions: the Tomebamba Riverbanks case. Build Environ 138:235–249

    Article  Google Scholar 

  • Ge Q, Kong Q, Xi J, Zheng J (2017) Application of UTCI in China from tourism perspective. Theor Appl Climatol 128(3):551–561

    Article  Google Scholar 

  • Ghosh S, Das A (2018) Modelling urban cooling island impact of green space and water bodies on surface urban heat island in a continuously developing urban area. Modeling Earth Syst Environ 4(2):501–515

    Article  Google Scholar 

  • Gonzalez R, Nishi Y, Gagge A (1974) Experimental evaluation of standard effective temperature a new biometeorological index of man's thermal discomfort. Int J Biometeorol 18(1):1–15

    Article  Google Scholar 

  • Halder B, Bandyopadhyay J, Banik P (2021) Monitoring the effect of urban development on urban heat island based on remote sensing and geo-spatial approach in Kolkata and adjacent areas. India Sustain Cities Soc 74:103186

    Article  Google Scholar 

  • Hanzawa H, Melikov AK, Fanger PO (1987) Airflow characteristics in the occupied zone of ventilated spaces. ASHRAE Trans 93(1):524–539

    Google Scholar 

  • Hari M, Tyagi B (2021) Investigating Indian summer heatwaves for 2017–2019 using reanalysis datasets. Acta Geophysica 69(4):1447–1464

    Article  Google Scholar 

  • Havenith G, Fiala D, Błazejczyk K, Richards M, Bröde P, Holmér I et al (2012) The UTCI-clothing model. Int J Biometeorol 56(3):461–470

    Article  Google Scholar 

  • Hess JJ, Lm S, Knowlton K, Saha S, Dutta P, Ganguly P et al (2018) Building resilience to climate change: pilot evaluation of the impact of India’s first heat action plan on all-cause mortality. J Environ Public Health 2018

  • Hondula DM, Vanos JK, Gosling SN (2014) The SSC: a decade of climate–health research and future directions. Int J Biometeorol 58(2):109–120

    Article  Google Scholar 

  • Höppe P (1999) The physiological equivalent temperature–a universal index for the biometeorological assessment of the thermal environment. Int J Biometeorol 43(2):71–75

    Article  Google Scholar 

  • Im E-S, Pal JS, Eltahir EA (2017) Deadly heat waves projected in the densely populated agricultural regions of South Asia. Sci Adv 3(8):e1603322

    Article  Google Scholar 

  • IMD (2008) Climate of West Bengal. Indian meteorological department, Pune, India

    Google Scholar 

  • Jaswal A, Padmakumari B, Kumar N, Kore P (2017) Increasing trend in temperature and moisture induced heat index and its effect on human health in climate change scenario over the Indian sub-continent. J Clim Chang 3(1):11–25

    Article  Google Scholar 

  • Jendritzky G, Bucher K, Laschewski G, Walther H (2000) Atmospheric heat exchange of the human being, bioclimate assessments, mortality and thermal stress. Int J Circumpolar Health 59(3-4):222

    Google Scholar 

  • Jendritzky G, de Dear R, Havenith G (2012) UTCI—why another thermal index? Int J Biometeorol 56(3):421–428

    Article  Google Scholar 

  • Khan A, Chatterjee S (2016) Numerical simulation of urban heat island intensity under urban–suburban surface and reference site in Kolkata, India. Modeling Earth Syst Environ 2(2):71

    Article  Google Scholar 

  • Kishore P, Jyothi S, Basha G, Rao S, Rajeevan M, Velicogna I et al (2016) Precipitation climatology over India: validation with observations and reanalysis datasets and spatial trends. Clim Dyn 46(1):541–556

    Article  Google Scholar 

  • KMDA (2005). Vision 2025. Perspective Plan of CMA, www.kmdaonline.org/home/land_cell_book9.

    Google Scholar 

  • Krüger E, Rossi F, Drach P (2017) Calibration of the physiological equivalent temperature index for three different climatic regions. Int J Biometeorol 61(7):1323–1336

    Article  Google Scholar 

  • Krüger EL, Costa T (2019) Interferences of urban form on human thermal perception. Sci Total Environ 653:1067–1076

    Article  Google Scholar 

  • Li X, Mitra C, Marzen L, Yang Q (2016) Spatial and temporal patterns of wetland cover changes in East Kolkata Wetlands, India from 1972 to 2011. Int J Appl Geospatial Res (IJAGR) 7(2):1–13

    Article  Google Scholar 

  • Lin T-P, Matzarakis A (2008) Tourism climate and thermal comfort in Sun Moon Lake, Taiwan. Int J Biometeorol 52(4):281–290

    Article  Google Scholar 

  • Lin T-P, Yang S-R, Chen Y-C, Matzarakis A (2019) The potential of a modified physiologically equivalent temperature (mPET) based on local thermal comfort perception in hot and humid regions. Theor Appl Climatol 135(3):873–876

    Article  Google Scholar 

  • Mahapatra B, Walia M, Saggurti N (2018) Extreme weather events induced deaths in India 2001–2014: Trends and differentials by region, sex and age group. Weather and climate extremes 21:110–116

    Article  Google Scholar 

  • Matzarakis A, Gangwisch M, Fröhlich D (2021) RayMan and SkyHelios Model. Urban Microclimate Modelling for Comfort and Energy Studies. Springer, pp 339–361

    Google Scholar 

  • Matzarakis A, Mayer H (1997) Heat stress in Greece. Int J Biometeorol 41(1):34–39

    Article  Google Scholar 

  • Matzarakis A, Mayer H, Iziomon MG (1999) Applications of a universal thermal index: physiological equivalent temperature. Int J Biometeorol 43(2):76–84

    Article  Google Scholar 

  • Matzarakis A, Rutz F, Mayer H (2007) Modelling radiation fluxes in simple and complex environments—application of the RayMan model. Int J Biometeorol 51(4):323–334

    Article  Google Scholar 

  • Matzarakis A, Rutz F, Mayer H (2010) Modelling radiation fluxes in simple and complex environments: basics of the RayMan model. Int J Biometeorol 54(2):131–139

    Article  Google Scholar 

  • Mayer H, Höppe P (1987) Thermal comfort of man in different urban environments. Theor Appl Climatol 38(1):43–49

    Article  Google Scholar 

  • Milewski P (2013) Application of the UTCI to the local bioclimate of Poland’s Ziemia Kłodzka region. Geogr Pol 86(1):47–54

    Article  Google Scholar 

  • Mukhopadhyay B, Weitz CA, Das K (2021) Indoor heat conditions measured in urban slum and rural village housing in West Bengal, India. Building and Environment 191:107567

    Article  Google Scholar 

  • Nag P, Dutta P, Nag A (2013) Critical body temperature profile as indicator of heat stress vulnerability. Ind Health 51(1):113–122

    Article  Google Scholar 

  • Nastos PT, Matzarakis A (2012) The effect of air temperature and human thermal indices on mortality in Athens, Greece. Theoretic Appl Climatol 108(3):591–599

    Article  Google Scholar 

  • Ndetto EL, Matzarakis A (2013) Basic analysis of climate and urban bioclimate of Dar es Salaam, Tanzania. Theoretic Appl Climatol 114(1):213–226

    Article  Google Scholar 

  • Ndetto EL, Matzarakis A (2017) Assessment of human thermal perception in the hot-humid climate of Dar es Salaam, Tanzania. Int J Biometeorol 61(1):69–85

    Article  Google Scholar 

  • Nikolopoulou M, Lykoudis S (2006) Thermal comfort in outdoor urban spaces: analysis across different European countries. Build Environ 41(11):1455–1470

    Article  Google Scholar 

  • Oke TR (1982) The energetic basis of the urban heat island. Q J R Meteorol Soc 108(455):1–24

    Google Scholar 

  • Oke TR (2002) Boundary layer climates. Routledge

    Book  Google Scholar 

  • Parihar SM, Sarkar S, Dutta A, Sharma S, Dutta T (2013) Characterizing wetland dynamics: a post-classification change detection analysis of the East Kolkata Wetlands using open source satellite data. Geocarto Int 28(3):273–287

    Article  Google Scholar 

  • Patz JA, Campbell-Lendrum D, Holloway T, Foley JA (2005) Impact of regional climate change on human health. Nature 438(7066):310–317

    Article  Google Scholar 

  • Paul S, Bhatia V (2016) Heat stroke—emerging as one of the biggest natural calamity in India. Int J Med Res Prof 2:15–20

    Google Scholar 

  • Pecelj M, Matzarakis A, Vujadinović M, Radovanović M, Vagić N, Đurić D et al (2021) Temporal analysis of urban-suburban PET, mPET and UTCI indices in Belgrade (Serbia). Atmosphere 12(7):916

    Article  Google Scholar 

  • Pepi W (2000) 'The new summer simmer index' International audience at the 80th annual meeting of AMS at, vol 11. on January, Long Beach, California

    Google Scholar 

  • Ramachandra T, Aithal BH, Sowmyashree M (2014) Urban structure in Kolkata: metrics and modelling through geo-informatics. Appl Geomatics 6(4):229–244

    Article  Google Scholar 

  • Rao KK, Kumar TL, Kulkarni A, Ho C-H, Mahendranath B, Desamsetti S et al (2020) projections of heat stress and associated work performance over india in response to global warming. Sci Rep 10(1):1–14

    Google Scholar 

  • Ray K, Giri R, Ray S, Dimri A, Rajeevan M (2021) An assessment of long-term changes in mortalities due to extreme weather events in India: a study of 50 years’ data, 1970–2019. Weather and Climate Extremes 32:100315

    Article  Google Scholar 

  • Roshan G, Faghani M, Fitchett JM (2020) Developing a thermal stress map of Iran through modeling a combination of bioclimatic indices. Environ Monit Assess 192(8):1–21

    Article  Google Scholar 

  • Sen J, Nag PK (2019) Human susceptibility to outdoor hot environment. Sci Total Environ 649:866–875

    Article  Google Scholar 

  • Sharma R, Chakraborty A, Joshi PK (2015) Geospatial quantification and analysis of environmental changes in urbanizing city of Kolkata (India). Environ Monit Assess 187(1):4206

    Article  Google Scholar 

  • Sharmin T, Steemers K, Humphreys M (2019) Outdoor thermal comfort and summer PET range: a field study in tropical city Dhaka. Energy and Buildings 198:149–159

    Article  Google Scholar 

  • Singh J, Kumar M (2016) Solar radiation over four cities of India: trend analysis using Mann-Kendall statistical test. Int J Renewable Energy Res (IJRER) 6(4):1385–1395

    Google Scholar 

  • Smith, K., Woodward, A., Campbell-Lendrum, D., Chadee, D., Honda, Y., Liu, Q., et al. (2014). Human health: impacts, adaptation, and co-benefits. Climate Change 2014: impacts, adaptation, and vulnerability. Part A: global and sectoral aspects. Contribution of Working Group II to the fifth assessment report of the Intergovernmental Panel on Climate Change (pp. 709-754). Cambridge University Press.

  • Staiger H, Laschewski G, Grätz A (2012) The perceived temperature–a versatile index for the assessment of the human thermal environment. Part A: scientific basics. Int J Biometeorol 56(1):165–176

    Article  Google Scholar 

  • Staiger H, Laschewski G, Matzarakis A (2019) Selection of appropriate thermal indices for applications in human biometeorological studies. Atmosphere 10(1):18

    Article  Google Scholar 

  • Tsitoura M, Tsoutsos T, Daras T (2014) Evaluation of comfort conditions in urban open spaces. Application in the island of Crete. Energy Convers Manag 86:250–258

    Article  Google Scholar 

  • Van Oldenborgh, G., Collins, M., Arblaster, J., Christensen, J., Marotzke, J., Power, S., et al. (2013) 'Annex I: Atlas of global and regional climate projections supplementary material RCP8. 5. Climate Change 2013: the physical science basis, edited by: Stocker, TF et al'. Cambridge University Press, AISM-1-AISM-159, available at: www ….

  • VDI, V (1998) 3787, Part I: environmental meteorology, methods for the human biometeorological evaluation of climate and air quality for the urban and regional planning at regional level, Part I: Climate. Part I: Climate. Beuth, Berlin

    Google Scholar 

  • Vinogradova V (2021) Using the Universal Thermal Climate Index (UTCI) for the assessment of bioclimatic conditions in Russia. Int J Biometeorol 65(9):1473–1483

    Article  Google Scholar 

  • Yahia MW, Johansson E (2013) Influence of urban planning regulations on the microclimate in a hot dry climate: the example of Damascus, Syria. J Housing Built Environ 28(1):51–65

    Article  Google Scholar 

  • Yang W, Wong NH, Zhang G (2013) A comparative analysis of human thermal conditions in outdoor urban spaces in the summer season in Singapore and Changsha, China. Int J Biometeorol 57(6):895–907

    Article  Google Scholar 

  • Ziaul S, Pal S (2019) Assessing outdoor thermal comfort of English Bazar Municipality and its surrounding, West Bengal, India. Advances Space Res 64(3):567–580

    Article  Google Scholar 

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Acknowledgements

Authors would like to thank the Indian Meteorological Department, Kolkata, for the station data. Reanalysis datasets are provided by the European Centre for Medium Range Weather Forecasts (ECMWF). The editor and the anonymous reviewers are acknowledged for the comments that helped to improve this work.

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SB imitated each simulation by the RayMan model and analysed the output data. SB and AM wrote the manuscript and agreed to the published version of the manuscript.

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Correspondence to Sourabh Bal.

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Bal, S., Matzarakis, A. Temporal analysis of thermal bioclimate conditions between Kolkata (India) and its three neighbouring suburban sites. Theor Appl Climatol 148, 1545–1562 (2022). https://doi.org/10.1007/s00704-022-04010-x

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