Assessing the impact of rising ambient temperatures on urban mortality rates using satellite mapping
- Authors: Buzinov R.V.1, Noskov S.N.1,2, Eremin G.B.1, Kovshov A.A.1,2, Gorny V.I.3, Kritsuk S.G.3, Latypov I.S.3, Tronin A.A.3
-
Affiliations:
- North-West Public Health Research Center
- North-Western State Medical University named after I.I. Mechnikov
- Saint-Petersburg Federal Research Center of the Russian Academy of Sciences
- Issue: Vol 103, No 8 (2024)
- Pages: 776-783
- Section: ENVIRONMENTAL HYGIENE
- Published: 25.09.2024
- URL: https://jdigitaldiagnostics.com/0016-9900/article/view/638149
- DOI: https://doi.org/10.47470/0016-9900-2024-103-8-776-783
- EDN: https://elibrary.ru/ipvpoy
- ID: 638149
Cite item
Abstract
Introduction. In the context of the change in global climate, the gain in the mortality rate due to an elevation of the temperature in the urban environment with the appearance of “heat waves” becomes an urgent problem.
Materials and methods. To analyze the spatial distribution of risks and damages from premature mortality, there were selected cities located in several climatic zones of Russia including Omsk, Astrakhan, Rostov-on-Don, Lipetsk, Arkhangelsk. For satellite mapping of risks and damages from premature deaths caused by an elevation of the temperature in urban spaces, materials from summer surveys by Landsat series satellites were used.
Results. The analysis of all satellite maps allows concluding the risks of an increase in urban temperature, potential deaths, and economic damage within the territories of the studied cities to be unevenly distributed. Advanced values of potential mortality are localized in places where high population density coincides with an enhanced risk of the temperature rise. The highest damage values were noted in Rostov-on-Don and Astrakhan, the lowest – in Arkhangelsk.
Limitations. Mortality analysis was carried out without taking into account the age and sex structure of the population.
Conclusion. The results of applying the methodology for satellite mapping of risks and economic losses from premature mortality due to rising urban temperatures showed accuracy acceptable for making management decisions to protect the health of the urban population. The results of satellite mapping of these events can be used in the development of preventive measures aimed at reducing premature mortality.
Compliance with ethical standards. The study does not require the submission of a biomedical ethics committee opinion or other documents.
Contribution:
Buzinov R.V. – concept and design of the study, collection of materials;
Noskov S.N. – concept and design of the study, collection of materials, writing the text of the article, editing;
Eremin G.B. – concept and design of the study, editing the article;
Kovshov A.A. – concept and design of the study, editing the article;
Gorny V.I. – concept and design of the study, material processing, data analysis, text writing, article editing;
Kritsuk S.G. – concept and design of the study, material processing, data analysis, text writing, article editing;
Latypov I.Sh. – concept and design of the study, material processing, data analysis, text writing, article editing;
Tronin A.A. – concept and design of the study, material processing, data analysis, text writing, article editing.
All authors are responsible for the integrity of all parts of the manuscript and approval of the manuscript final version.
Conflict of interest. The authors declare no conflict of interest.
Acknowledgement. The study had no sponsorship.
Received: May 3, 2024 / Accepted: June 19, 2024 / Published: September 10, 2024
About the authors
Roman V. Buzinov
North-West Public Health Research Center
Author for correspondence.
Email: r.buzinov@s-znc.ru
ORCID iD: 0000-0002-8624-6452
MD, PhD, Director of the North-West Public Health Research Center, St.-Petersburg, 191036, Russian Federation
e-mail: r.buzinov@s-znc.ru
Russian FederationSergey N. Noskov
North-West Public Health Research Center; North-Western State Medical University named after I.I. Mechnikov
Email: sergeinoskov@mail.ru
ORCID iD: 0000-0001-7971-4062
MD, PhD, Technical Director of the Inspection Body, senior researcher of the North-West Public Health Research Center, St.-Petersburg, 191036, Russian Federation; Associate Professor of the Department of Communal Hygiene of the North-Western State Medical University named after I.I. Mechnikov, St.-Petersburg, 191015, Russian Federation
e-mail: sergeinoskov@mail.ru
Russian FederationGennady B. Eremin
North-West Public Health Research Center
Email: yeremin45@yandex.ru
ORCID iD: 0000-0002-1629-5435
MD, PhD, head of the Department of Population Health Risk Analysis of the North-West Public Health Research Center, St.-Petersburg, 191036, Russian Federation
e-mail: yeremin45@yandex.ru
Russian FederationAleksandr A. Kovshov
North-West Public Health Research Center; North-Western State Medical University named after I.I. Mechnikov
Email: a.kovshov@s-znc.ru
ORCID iD: 0000-0001-9453-8431
MD, PhD, head of the Occupational Hygiene Dept., senior researcher, North-West Public Health Research Center, St.-Petersburg, 191036, Russian Federation; Associate Professor, Department of Hygiene of Educational, Training, Labour Conditions, and Radiation Hygiene, North-Western State Medical University named after I.I. Mechnikov, St.-Petersburg, 191015, Russian Federation
e-mail: a.kovshov@s-znc.ru
Russian FederationViktor I. Gorny
Saint-Petersburg Federal Research Center of the Russian Academy of Sciences
Email: v.i.gornyy@mail.ru
ORCID iD: 0000-0001-9706-6919
MD, PhD, head of the Laboratory of Remote Sensing Methods of Geoecological Monitoring and Geoinformatics, Saint-Petersburg Federal Research Center of the Russian Academy of Sciences, St.-Petersburg, 199178, Russian Federation
e-mail: v.i.gornyy@mail.ru
Russian FederationSergey G. Kritsuk
Saint-Petersburg Federal Research Center of the Russian Academy of Sciences
Email: sit.bloom@gmail.com
ORCID iD: 0000-0002-3781-322X
senior researcher, North-West Public Health Research Center, St.-Petersburg, 191036, Russian Federation; researcher, Laboratory of remote geoecological monitoring and geoinformatics, Saint-Petersburg Federal Research Center of the Russian Academy of Sciences, St.-Petersburg, 199178, Russian Federation
e-mail: sit.bloom@gmail.com
Russian FederationIskander Sh. Latypov
Saint-Petersburg Federal Research Center of the Russian Academy of Sciences
Email: liscander@mail.ru
ORCID iD: 0000-0001-8653-7308
MD, PhD, senior researcher, Laboratory of remote geoecological monitoring and geoinformatics, Saint-Petersburg Federal Research Center of the Russian Academy of Sciences, St.-Petersburg, 199178, Russian Federation
e-mail: liscander@mail.ru
Russian FederationAndrey A. Tronin
Saint-Petersburg Federal Research Center of the Russian Academy of Sciences
Email: tronin.a@spcras.ru
ORCID iD: 0000-0002-7852-8396
MD, PhD, DSci., Director of the St. Petersburg Research Center for Environmental Safety of the Russian Academy of Sciences — a separate structural subdivision of the Saint-Petersburg Federal Research Center of the Russian Academy of Sciences, St.-Petersburg, 199178, Russian Federation
e-mail: tronin.a@spcras.ru
Russian FederationReferences
- Allen M.R., Dube O.P., Solecki W., Aragón–Durand F., Cramer W., Humphreys S., et al. Global warming of 1.5°C: An IPCC Special Report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty. Geneva; 2018.
- Koppe Ch., Kovats S., Menne B., Jendritzky G. Heat-waves: risks and responses. Copenhagen; 2004.
- Oke T.R., Johnson G.T., Steyn D.G., Watson I.D. Simulation of surface urban heat islands under “ideal” conditions at night. Part 2: Diagnosis of causation. Boundary Layer Meteorol. 1991; (56): 339–58. https://doi.org/10.1007/BF00119211
- Zeng Y., Huang W., Zhan F., Zhang H., Liu H. Study on the Urban Heat Island Effects and Its Relationship with Surface Biophysical Characteristics Using MODIS Imageries. Geo Spat. Inf. Sci. 2010; 13(1): 1–7. https://doi.org/10.1007/s11806-010-0204-2
- Zhou D., Xiao J., Bonafoni S., Berger Ch., Deilami K., Zhou Yu., et al. Satellite remote sensing of surface urban heat islands: progress, challenges, and perspectives. Remote Sens. 2019; 11(1): 48. https://doi.org/10.3390/rs11010048
- Gornyi V.I., Kritsuk S.G., Latypov I.Sh., Tronin A.A. Forecast of the surface temperature of the urban environment of St. Petersburg, based on satellite mapping of thermophysical properties. In: All-Russian Scientific Conference with International Participation «Earth and Space» Dedicated to the Centenary of Academician of the Russian Academy of Sciences K.Ya. Kondratieva [Vserossiiskaya nauchnaya konferentsiya s mezhdunarodnym uchastiem «Zemlya i kosmos» k stoletiyu akademika RAN K.Ya. Kondrat’eva]. St. Petersburg; 2020: 14–21. https://elibrary.ru/ioinmu (in Russian)
- Ruuhela R., Jylha K., Lanki T., Tiittanen P., Matzarakis A. Biometeorological assessment of mortality related to extreme temperatures in Helsinki region, Finland 1972–2014. Int. J. Environ. Res. Public Health. 2017; (14): 944. https://doi.org/10.3390/ijerph14080944
- Ruuhela R., Votsis A., Kukkonen J., Jylha K., Kankaanpaa S., Perrels A. Temperature-related mortality in Helsinki compared to its surrounding region over two decades, with special emphasis on intensive heatwaves. Atmosphere. 2021; (12): 46. https://doi.org/10.3390/atmos12010046
- Shartova N.V., Shaposhnikov D.A., Konstantinov P.I., Revich B.A. Air temperature and mortality: heat thresholds and population vulnerability study in Rostov-on-Don. Fundamental’naya i prikladnaya klimatologiya. 2019; (2): 66–94. https://doi.org/10.21513/2410-8758-2019-2-66-94 https://elibrary.ru/thpdnh (in Russian)
- Vinogradova V.V., Zolotokrylin A.N. Current and future role of climatic factor in the estimation of natural conditions of life in Russia. Izvestiya Rossiiskoi akademii nauk. Seriya geograficheskaya. 2014; (4): 16–21. https://doi.org/10.15356/0373-2444-2014-4-16-21 https://elibrary.ru/sjjalh (in Russian)
- Chittaranjan A. Understanding relative risk, odds ratio, and related terms: as simple as it can get. J. Clin. Psychiatry. 2015; 76(7): e857–61. https://doi.org/10.4088/JCP.15f10150
- Guo Y., Gasparrini A., Li S., Sera F., Vicedo-Cabrera A.M., de Sousa Zanotti Stagliorio Coelho M., et al. Quantifying excess deaths related to heatwaves under climate change scenarios: A multicountry time series modelling study. PLoS Med. 2018; 15(7): e1002629. https://doi.org/10.1371/journal.pmed.1002629
- Urban A., Davídkovova H., Kysely J. Heat- andcold-stress effects on cardiovascular mortality and morbidity among urban and rural populations in the Czech Republic. Int. J. Biometeorol. 2014; 58(6): 1057–68. https://doi.org/10.1007/s00484-013-0693-4
- Cowperthwaite M.C., Burnett M.G. The association between weather and spontaneous subarachnoid hemorrhage: an analysis of 155 US hospitals. Neurosurgery. 2011; (1): 132–8. https://doi.org/10.1227/NEU.0b013e3181fe23a1
- Gamburtsev A.G., Stepanova S.I., Gamburtseva N.G. Comparative analysis for quantity dynamic characteristics of the ambulance calls in Moscow and Israel. Prostranstvo i vremya. 2018; (1-2): 302–10. https://doi.org/10.24411/2226-7271-2018-11102 https://elibrary.ru/ytguyh (in Russian)
- Chereshnev V.A., Gamburtsev A.G., Sigachev A.V., Gamburtseva N.G. Dynamics of ambulance calls in 10 districts of Moscow city. Prostranstvo i vremya. 2015; (4): 267–77. https://elibrary.ru/vwrbdz (in Russian)
- Salam A., Kamran S., Bibi R., Korashy H.M., Parray A., Mannai A.A., et al. Meteorological factors and seasonal stroke rates: a four-year comprehensive study. J. Stroke Cerebrovasc. Dis. 2019; 28(8): 2324–31. https://doi.org/10.1016/j.jstrokecerebrovasdis.2019.05.032
- Revich B.A., Grigorieva E.A. Health risks to the Russian population from weather extremes in the beginning of the XXI century. Part 1. Heat and cold waves. Problemy analiza riska. 2021; 18(2): 12–33. https://doi.org/10.32686/1812-5220-2021-18-2-12-33 https://elibrary.ru/kaetme (in Russian)
- Kritsuk S.G., Gornyi V.I., Latypov I.Sh., Pavlovskii A.A., Tronin A.A. Satellite risk mapping of urban surface overheating (by the example of saint petersburg). Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa. 2019; 16(5): 34–44. https://doi.org/10.21046/2070-7401-2019-16-5-34-44 https://elibrary.ru/pyomdj (in Russian)
- Gornyi V.I., Kritsuk S.G., Latypov I.Sh., Manvelova A.B., Tronin A.A. Satellite risk mapping of urban air overheating (by the example of Helsinki, Finland). Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa. 2022; 19(3): 23–34. https://doi.org/10.21046/2070-7401-2022-19-3-23-34 https://elibrary.ru/inhnyq (in Russian)
- Chapman L., Thornes J.E., Bradley A.V. Modeling of road surface temperature from a geographical parameter database. Part 1: Statistical. Meteorol. Appl. 2001; 8(4): 409–19. https://doi.org/10.1017/S1350482701004030
- Huang B., Wang J. Big spatial data for urban and environmental sustainability. Geo Spat. Inf. Sci. 2020; 23(2): 125–40. https://doi.org/10.1080/10095020.2020.1754138
- Xu S., Zhao Q., Yin K., He G., Zhang Zh., Wang G., et al. Spatial downscaling of land surface temperature based on a multi-factor geographically weighted machine learning model. Remote Sens. 2021; 13(6): 1186. https://doi.org/10.3390/rs13061186
- Gornyy V.I., Kritsuk S.G., Latypov I.Sh., Manvelova A.B., Tronin A.A. Satellite mapping of urban air overheating risk (case study of Helsinki, Finland). Cosmic Res. 2022; (60): 38–45. https://doi.org/10.1134/S0010952522700058
- Chereshnev V.A., Gamburtsev A.G. Variable polyrhythmicity of processes in nature and society. Vestnik Rossiiskoi akademii nauk. 2017; 87(2): 121–9. https://doi.org/10.7868/S0869587317020037 https://elibrary.ru/raucpl (in Russian)
- Srivanit M., Hokao K. Thermal infrared remote sensing for urban climate and environmental studies: an application for the city of Bangkok, Thailand. J. Archit. Plan. Res. Stud. 2012; (9): 83–100.
- Ho H.C., Knudby A., Huang W. Spatial framework to map heat health risks at multiple scales. Int. J. Environ. Res. Public Health. 2015; 12: 16110–23. https://doi.org/10.3390/ijerph121215046
- Ho H.C., Knudby A., Xu Y., Hodul M., Aminipouri M. A comparison of urban heat islands mapped using skin temperature, air temperature, and apparent temperature (Humidex), for the greater Vancouver area. Sci. Total Environ. 2016; (544): 929–38. https://doi.org/10.1016/j.scitotenv.2015.12.021
- Ho H.C., Knudby A., Walker B.B., Henderson S.B. Delineation of spatial variability in the temperature–mortality relationship on extremely hot days in greater Vancouver, Canada. Environ. Health Perspect. 2017; 125(1): 66–75. https://doi.org/10.1289/EHP224
- Smargiassi A., Goldberg M.S., Plante C., Fournier M., Baudouin Y., Kosatsky T. Variation of daily warm season mortality as a function of micro-urban heat islands. J. Epidemiol. Commun. Health. 2009; (63): 659–64. https://doi.org/10.1136/jech.2008.078147
- Gornyi V.I., Kritsuk S.G., Latypov I.Sh., Tronin A.A. Satellite Mapping of Economic Damage from Urban Deaths Caused by Overheating (by Example of Helsinki, Finland). Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa. 2022; 19(3): 35–46. https://doi.org/10.21046/2070-7401-2022-19-3-35-46 (in Russian)
- Zubets A.N., Novikov A.V. Quantitative assessment of the value of human life in Russia and in the world. Finansy: teoriya i praktika. 2018; 22(4): 52–75. https://doi.org/10.26794/2587-5671-2018-22-4-52-75 https://elibrary.ru/xwqgct (in Russian)
- Dominguez-Delgado A., Domínguez-Torres H., Domínguez-Torres C.A. Energy and economic life cycle assessment of cool roofs applied to the refurbishment of social housing in southern Spain. Sustainability. 2020; 12(14): 5602. https://doi.org/10.3390/su12145602
- Varentsov M.I., Grishchenko M.Yu., Konstantinov P.I. Comparison between in situ and satellite multiscale temperature data for Russian arctic cities for winter season. Issledovanie Zemli iz kosmosa. 2021; (2): 64–76. https://doi.org/10.31857/S0205961421020093 https://elibrary.ru/jogsrs (in Russian)
Supplementary files
