IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v12y2015i12p15046-16123d60875.html
   My bibliography  Save this article

A Spatial Framework to Map Heat Health Risks at Multiple Scales

Author

Listed:
  • Hung Chak Ho

    (Department of Geography, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
    Department of Geography, Earth and Environmental Sciences, Okanagan College, Kelowna, BC V1Y 4X8, Canada)

  • Anders Knudby

    (Department of Geography, University of Ottawa, ON, K1N 6N5, Canada)

  • Wei Huang

    (Department of Geography, University of Wisconsin-Milwaukee, Milwaukee, WI 53201, USA)

Abstract

In the last few decades extreme heat events have led to substantial excess mortality, most dramatically in Central Europe in 2003, in Russia in 2010, and even in typically cool locations such as Vancouver, Canada, in 2009. Heat-related morbidity and mortality is expected to increase over the coming centuries as the result of climate-driven global increases in the severity and frequency of extreme heat events. Spatial information on heat exposure and population vulnerability may be combined to map the areas of highest risk and focus mitigation efforts there. However, a mismatch in spatial resolution between heat exposure and vulnerability data can cause spatial scale issues such as the Modifiable Areal Unit Problem (MAUP). We used a raster-based model to integrate heat exposure and vulnerability data in a multi-criteria decision analysis, and compared it to the traditional vector-based model. We then used the Getis-Ord G i index to generate spatially smoothed heat risk hotspot maps from fine to coarse spatial scales. The raster-based model allowed production of maps at spatial resolution, more description of local-scale heat risk variability, and identification of heat-risk areas not identified with the vector-based approach. Spatial smoothing with the Getis-Ord G i index produced heat risk hotspots from local to regional spatial scale. The approach is a framework for reducing spatial scale issues in future heat risk mapping, and for identifying heat risk hotspots at spatial scales ranging from the block-level to the municipality level.

Suggested Citation

  • Hung Chak Ho & Anders Knudby & Wei Huang, 2015. "A Spatial Framework to Map Heat Health Risks at Multiple Scales," IJERPH, MDPI, vol. 12(12), pages 1-14, December.
  • Handle: RePEc:gam:jijerp:v:12:y:2015:i:12:p:15046-16123:d:60875
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/12/12/15046/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/12/12/15046/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yan, Yuk Yee, 2000. "The influence of weather on human mortality in Hong Kong," Social Science & Medicine, Elsevier, vol. 50(3), pages 419-427, February.
    2. Anne Gadermann & Anita Hubley & Lara Russell & Anita Palepu, 2014. "Subjective Health-Related Quality of Life in Homeless and Vulnerably Housed Individuals and Its Relationship with Self-Reported Physical and Mental Health Status," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 116(2), pages 341-352, April.
    3. C G Amrhein, 1995. "Searching for the Elusive Aggregation Effect: Evidence from Statistical Simulations," Environment and Planning A, , vol. 27(1), pages 105-119, January.
    4. Kosatsky, T. & Henderson, S.B. & Pollock, S.L., 2012. "Shifts in mortality during a hot weather event in Vancouver, British columbia: Rapid assessment with case-only analysis," American Journal of Public Health, American Public Health Association, vol. 102(12), pages 2367-2371.
    5. Karen Smoyer-Tomic & Robyn Kuhn & Alana Hudson, 2003. "Heat Wave Hazards: An Overview of Heat Wave Impacts in Canada," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 28(2), pages 465-486, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jiaxing Xin & Jun Yang & Yipeng Jiang & Zhipeng Shi & Cui Jin & Xiangming Xiao & Jianhong (Cecilia) Xia & Ruxin Yang, 2023. "Variations of Urban Thermal Risk with Local Climate Zones," IJERPH, MDPI, vol. 20(4), pages 1-14, February.
    2. Hung Chak Ho & Kevin Ka-Lun Lau & Ruby Yu & Dan Wang & Jean Woo & Timothy Chi Yui Kwok & Edward Ng, 2017. "Spatial Variability of Geriatric Depression Risk in a High-Density City: A Data-Driven Socio-Environmental Vulnerability Mapping Approach," IJERPH, MDPI, vol. 14(9), pages 1-16, August.
    3. Kijin Seong & Junfeng Jiao & Akhil Mandalapu, 2023. "Evaluating the effects of heat vulnerability on heat-related emergency medical service incidents: Lessons from Austin, Texas," Environment and Planning B, , vol. 50(3), pages 776-795, March.
    4. Ho, Hung Chak & Cheng, Wei & Song, Yimeng & Liu, Yuqi & Guo, Yingqi & Lu, Shiyu & Lum, Terry Yat Sang & Chiu, Rebecca & Webster, Chris, 2022. "Spatial uncertainty and environment-health association: An empirical study of osteoporosis among “old residents” in public housing estates across a hilly environment," Social Science & Medicine, Elsevier, vol. 306(C).
    5. Joseph Karanja & Lawrence M. Kiage, 2022. "Scale implications and evolution of a social vulnerability index in Atlanta, Georgia, USA," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 113(1), pages 789-812, August.
    6. Fei Li & Tan Yigitcanlar & Madhav Nepal & Kien Nguyen Thanh & Fatih Dur, 2022. "Understanding Urban Heat Vulnerability Assessment Methods: A PRISMA Review," Energies, MDPI, vol. 15(19), pages 1-34, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ronald E. Stewart & Daniel Betancourt & James B. Davies & Deborah Harford & Yaheli Klein & Robert Lannigan & Linda Mortsch & Erin O’Connell & Kathy Tang & Paul H. Whitfield, 2017. "A multi-perspective examination of heat waves affecting Metro Vancouver: now into the future," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 87(2), pages 791-815, June.
    2. Bala, Alain Pholo & Peeters, Dominique & Thomas, Isabelle, 2014. "Spatial issues on a hedonic estimation of rents in Brussels," Journal of Housing Economics, Elsevier, vol. 25(C), pages 104-123.
    3. Sally Cook & Michael A Poole & Adrian J Moore & Dennis G Pringle, 2000. "Methodological Issues in Cross-Border Analyses of European Small-Area Data: A Case Study," Environment and Planning A, , vol. 32(2), pages 361-376, February.
    4. Roberto Ercole & Robert O'neill, 2017. "The Influence of Agglomeration Externalities on Manufacturing Growth Within Indonesian Locations," Growth and Change, Wiley Blackwell, vol. 48(1), pages 91-126, March.
    5. Kelvyn Jones & David Manley & Ron Johnston & Dewi Owen, 2018. "Modelling residential segregation as unevenness and clustering: A multilevel modelling approach incorporating spatial dependence and tackling the MAUP," Environment and Planning B, , vol. 45(6), pages 1122-1141, November.
    6. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
    7. Paolo Veneri, 2018. "Urban spatial structure in OECD cities: Is urban population decentralising or clustering?," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 1355-1374, November.
    8. repec:hum:wpaper:sfb649dp2008-031 is not listed on IDEAS
    9. Gábor Békés & Péter Harasztosi, 2018. "Grid and shake: spatial aggregation and the robustness of regionally estimated elasticities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(1), pages 143-170, January.
    10. Larsson, Karl, 2023. "Parametric heat wave insurance," Journal of Commodity Markets, Elsevier, vol. 31(C).
    11. McKenzie H. Tilstra & Ishwar Tiwari & Leigh Niwa & Sandra Campbell & Charlene C. Nielsen & C. Allyson Jones & Alvaro Osornio Vargas & Okan Bulut & Bernadette Quemerais & Jordana Salma & Kyle Whitfield, 2021. "Risk and Resilience: How Is the Health of Older Adults and Immigrant People Living in Canada Impacted by Climate- and Air Pollution-Related Exposures?," IJERPH, MDPI, vol. 18(20), pages 1-22, October.
    12. Daryanto, Stefani & Wang, Lixin & Jacinthe, Pierre-André, 2017. "Global synthesis of drought effects on cereal, legume, tuber and root crops production: A review," Agricultural Water Management, Elsevier, vol. 179(C), pages 18-33.
    13. Wei Zhang & Phil McManus & Elizabeth Duncan, 2018. "A Raster-Based Subdividing Indicator to Map Urban Heat Vulnerability: A Case Study in Sydney, Australia," IJERPH, MDPI, vol. 15(11), pages 1-20, November.
    14. Maria Papathoma-Koehle & Catrin Promper & Roxana Bojariu & Roxana Cica & András Sik & Kinga Perge & Peter László & Erika Balázs Czikora & Alexandru Dumitrescu & Cosmin Turcus & Marius-Victor Birsan & , 2016. "A common methodology for risk assessment and mapping for south-east Europe: an application for heat wave risk in Romania," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 82(1), pages 89-109, May.
    15. Gong, Chengzhu & Yu, Shiwei & Zhu, Kejun & Hailu, Atakelty, 2016. "Evaluating the influence of increasing block tariffs in residential gas sector using agent-based computational economics," Energy Policy, Elsevier, vol. 92(C), pages 334-347.
    16. Dana Habeeb & Jason Vargo & Brian Stone, 2015. "Rising heat wave trends in large US cities," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 76(3), pages 1651-1665, April.
    17. Tassadit Kourat & Dalila Smadhi & Brahim Mouhouche & Nerdjes Gourari & M. G. Mostofa Amin & Christopher Robin Bryant, 2021. "Assessment of future climate change impact on rainfed wheat yield in the semi-arid Eastern High Plain of Algeria using a crop model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 107(3), pages 2175-2203, July.
    18. Iria Noa de la Fuente-Roldán & Ana Isabel Corchado-Castillo & Ana Dorado-Barbé, 2023. "Mental Health and Homelessness in the Community of Madrid (Spain): The Impact of Discrimination and Violence," IJERPH, MDPI, vol. 20(3), pages 1-16, January.
    19. Rodríguez-Pose, Andrés & Tselios, Vassilis, 2007. "Analysis of Educational Distribution in Europe: Educational Attainment and Inequality Within Regions," Papers DYNREG08, Economic and Social Research Institute (ESRI).
    20. Prodromídis, Pródromos-Ioánnis K., 2017. "Analyzing local incomes in Greece by fitting space with an econometrics driven method," The Journal of Economic Asymmetries, Elsevier, vol. 15(C), pages 1-16.
    21. W. Lee, 2014. "Historical global analysis of occurrences and human casualty of extreme temperature events (ETEs)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 70(2), pages 1453-1505, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:12:y:2015:i:12:p:15046-16123:d:60875. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.