IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v483y2023ics030438002300176x.html
   My bibliography  Save this article

Understanding and assessing demographic (in)equity resulting from extreme heat and direct sunlight exposure due to lack of tree canopies in Norfolk, VA using agent-based modeling

Author

Listed:
  • Zamponi, Virginia
  • O’Brien, Kevin
  • Jensen, Erik
  • Feldhaus, Brandon
  • Moore, Russell
  • Lynch, Christopher J.
  • Gore, Ross

Abstract

Prolonged exposure to extreme heat and direct sunlight can result in illness and death. In urban areas of dense concentrations of pavement, buildings, and other surfaces that absorb and retain heat, harmful environmental exposures to extreme heat and direct sunlight for residents can occur on a daily basis during certain parts of the year. Tree canopies provide shade and help to cool the environment, making mature trees with large canopies a simple and effective way to reduce urban heat and avoid direct sunlight. We develop a demographically representative agent-based model to understand the extent to which different demographics of residents in Norfolk, VA are (in)equitably shaded from direct sunlight and extreme heat conditions during a walk on a clear summer day. In the model each agent represents a different resident of Norfolk, VA. We use the model to assess the extent to which the city’s tree planting plan will be effective in remediating any existing inequities. Our results show that inequitable conditions exist for residents at (1) different education levels, (2) different income levels, and (3) living in different census tracts. Norfolk’s Tree Planting Program effectively reduces the distance residents of all demographics walk in extreme heat and are exposed to direct sunlight. However, residents of the city at lower income levels still experience statistically significantly more extreme heat and direct sunlight exposure due to a lack of tree canopies in summer months than those at higher income levels.

Suggested Citation

  • Zamponi, Virginia & O’Brien, Kevin & Jensen, Erik & Feldhaus, Brandon & Moore, Russell & Lynch, Christopher J. & Gore, Ross, 2023. "Understanding and assessing demographic (in)equity resulting from extreme heat and direct sunlight exposure due to lack of tree canopies in Norfolk, VA using agent-based modeling," Ecological Modelling, Elsevier, vol. 483(C).
  • Handle: RePEc:eee:ecomod:v:483:y:2023:i:c:s030438002300176x
    DOI: 10.1016/j.ecolmodel.2023.110445
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030438002300176X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolmodel.2023.110445?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Steven Manson & Li An & Keith C. Clarke & Alison Heppenstall & Jennifer Koch & Brittany Krzyzanowski & Fraser Morgan & David O'Sullivan & Bryan C Runck & Eric Shook & Leigh Tesfatsion, 2020. "Methodological Issues of Spatial Agent-Based Models," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 23(1), pages 1-3.
    2. Dongying Li & Galen D Newman & Bev Wilson & Yue Zhang & Robert D Brown, 2022. "Modeling the relationships between historical redlining, urban heat, and heat-related emergency department visits: An examination of 11 Texas cities," Environment and Planning B, , vol. 49(3), pages 933-952, March.
    3. Augusiak, Jacqueline & Van den Brink, Paul J. & Grimm, Volker, 2014. "Merging validation and evaluation of ecological models to ‘evaludation’: A review of terminology and a practical approach," Ecological Modelling, Elsevier, vol. 280(C), pages 117-128.
    4. Marando, Federica & Salvatori, Elisabetta & Sebastiani, Alessandro & Fusaro, Lina & Manes, Fausto, 2019. "Regulating Ecosystem Services and Green Infrastructure: assessment of Urban Heat Island effect mitigation in the municipality of Rome, Italy," Ecological Modelling, Elsevier, vol. 392(C), pages 92-102.
    5. Jonas Schwaab & Ronny Meier & Gianluca Mussetti & Sonia Seneviratne & Christine Bürgi & Edouard L. Davin, 2021. "The role of urban trees in reducing land surface temperatures in European cities," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    6. Kathleen L. Wolf & Sharon T. Lam & Jennifer K. McKeen & Gregory R.A. Richardson & Matilda van den Bosch & Adrina C. Bardekjian, 2020. "Urban Trees and Human Health: A Scoping Review," IJERPH, MDPI, vol. 17(12), pages 1-30, June.
    7. Angel Hsu & Glenn Sheriff & Tirthankar Chakraborty & Diego Manya, 2021. "Disproportionate exposure to urban heat island intensity across major US cities," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    8. An, Li & Grimm, Volker & Sullivan, Abigail & Turner II, B.L. & Malleson, Nicolas & Heppenstall, Alison & Vincenot, Christian & Robinson, Derek & Ye, Xinyue & Liu, Jianguo & Lindkvist, Emilie & Tang, W, 2021. "Challenges, tasks, and opportunities in modeling agent-based complex systems," Ecological Modelling, Elsevier, vol. 457(C).
    9. Nigel Gilbert & Pietro Terna, 2000. "How to build and use agent-based models in social science," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 1(1), pages 57-72, March.
    10. Andrew J. Collins & Craig A. Jordan & R. Michael Robinson & Caitlin Cornelius & Ross Gore, 2020. "Exploring good cycling cities using multivariate statistics," Environment Systems and Decisions, Springer, vol. 40(4), pages 526-543, December.
    11. Endreny, T. & Santagata, R. & Perna, A. & Stefano, C. De & Rallo, R.F. & Ulgiati, S., 2017. "Implementing and managing urban forests: A much needed conservation strategy to increase ecosystem services and urban wellbeing," Ecological Modelling, Elsevier, vol. 360(C), pages 328-335.
    12. Angel Hsu & Glenn Sheriff & Tirthankar Chakraborty & Diego Manya, 2021. "Publisher Correction: Disproportionate exposure to urban heat island intensity across major US cities," Nature Communications, Nature, vol. 12(1), pages 1-1, December.
    13. Atefeh Tamaskani Esfehankalateh & Jack Ngarambe & Geun Young Yun, 2021. "Influence of Tree Canopy Coverage and Leaf Area Density on Urban Heat Island Mitigation," Sustainability, MDPI, vol. 13(13), pages 1-14, July.
    14. Stanislav Kolenikov, 2014. "Calibrating survey data using iterative proportional fitting (raking)," Stata Journal, StataCorp LP, vol. 14(1), pages 22-59, March.
    Full references (including those not matched with items on IDEAS)

    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. Yuxiang Li & Jens-Christian Svenning & Weiqi Zhou & Kai Zhu & Jesse F. Abrams & Timothy M. Lenton & William J. Ripple & Zhaowu Yu & Shuqing N. Teng & Robert R. Dunn & Chi Xu, 2024. "Green spaces provide substantial but unequal urban cooling globally," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    2. Noa Levin, 2023. "Book review essay: City, Climate and Architecture; Coping with Urban Climates," Urban Studies, Urban Studies Journal Limited, vol. 60(13), pages 2725-2730, October.
    3. Wan Ting Katty Huang & Pierre Masselot & Elie Bou-Zeid & Simone Fatichi & Athanasios Paschalis & Ting Sun & Antonio Gasparrini & Gabriele Manoli, 2023. "Economic valuation of temperature-related mortality attributed to urban heat islands in European cities," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    4. Ivan Rudik & Derek Lemoine & Antonia Marcheva, 2024. "Equity and Efficiency in the Bipartisan Infrastructure Law’s Adaptation Investments," NBER Chapters, in: Environmental and Energy Policy and the Economy, volume 6, National Bureau of Economic Research, Inc.
    5. Jones, Andrew & Nock, Destenie & Samaras, Constantine & Qiu, Yueming (Lucy) & Xing, Bo, 2023. "Climate change impacts on future residential electricity consumption and energy burden: A case study in Phoenix, Arizona," Energy Policy, Elsevier, vol. 183(C).
    6. Luke J. Harrington & Kristie L. Ebi & David J. Frame & Friederike E. L. Otto, 2022. "Integrating attribution with adaptation for unprecedented future heatwaves," Climatic Change, Springer, vol. 172(1), pages 1-7, May.
    7. Pennell, Grace & Newman, Sarah & Tarekegne, Bethel & Boff, Daniel & Fowler, Richard & Gonzalez, Juan, 2022. "A comparison of building system parameters between affordable and market-rate housing in New York City," Applied Energy, Elsevier, vol. 323(C).
    8. Bakhtsiyarava, Maryia & Schinasi, Leah H. & Sánchez, Brisa N. & Dronova, Iryna & Kephart, Josiah L. & Ju, Yang & Gouveia, Nelson & Caiaffa, Waleska Teixeira & O'Neill, Marie S. & Yamada, Goro & Arunac, 2023. "Modification of temperature-related human mortality by area-level socioeconomic and demographic characteristics in Latin American cities," Social Science & Medicine, Elsevier, vol. 317(C).
    9. An, Li & Grimm, Volker & Sullivan, Abigail & Turner II, B.L. & Malleson, Nicolas & Heppenstall, Alison & Vincenot, Christian & Robinson, Derek & Ye, Xinyue & Liu, Jianguo & Lindkvist, Emilie & Tang, W, 2021. "Challenges, tasks, and opportunities in modeling agent-based complex systems," Ecological Modelling, Elsevier, vol. 457(C).
    10. Andrea Baccarelli & Dana C. Dolinoy & Cheryl Lyn Walker, 2023. "A precision environmental health approach to prevention of human disease," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    11. Risto Conte Keivabu, 2022. "Extreme Temperature and Mortality by Educational Attainment in Spain, 2012–2018," European Journal of Population, Springer;European Association for Population Studies, vol. 38(5), pages 1145-1182, December.
    12. Jonathon P. Schuldt & Adam R. Pearson, 2023. "Public recognition of climate change inequities within the United States," Climatic Change, Springer, vol. 176(8), pages 1-14, August.
    13. TC Chakraborty & Zander S. Venter & Matthias Demuzere & Wenfeng Zhan & Jing Gao & Lei Zhao & Yun Qian, 2024. "Large disagreements in estimates of urban land across scales and their implications," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    14. Claire Conzelmann & Jeremy Hoffman & Toan Phan & Arianna Salazar-Miranda, 2022. "Long-term Effects of Redlining on Environmental Risk Exposure," Working Paper 22-09R, Federal Reserve Bank of Richmond.
    15. Shi, Han & Wang, Bo & Qiu, Yueming Lucy & Deng, Nana & Xie, Baichen & Zhang, Bin & Ma, Shijun, 2024. "The unequal impacts of extremely high temperatures on households’ adaptive behaviors: Empirical evidence from fine-grained electricity consumption data," Energy Policy, Elsevier, vol. 190(C).
    16. Lucas Cain & Danae Hernandez-Cortes & Christopher Timmins & Paige Weber, 2023. "Recent Findings and Methodologies in Economics Research in Environmental Justice," CESifo Working Paper Series 10283, CESifo.
    17. Céline Grislain-Letrémy & Julie Sixou & Aurélie Sotura, 2024. "Urban Heat Islands and Inequalities: Evidence from French Cities," Working papers 966, Banque de France.
    18. Goran Krsnik & Sonia Reyes-Paecke & Keith M. Reynolds & Jordi Garcia-Gonzalo & José Ramón González Olabarria, 2023. "Assessing Relativeness in the Provision of Urban Ecosystem Services: Better Comparison Methods for Improved Well-Being," Land, MDPI, vol. 12(5), pages 1-16, May.
    19. Matteo Richiardi, 2003. "The Promises and Perils of Agent-Based Computational Economics," LABORatorio R. Revelli Working Papers Series 29, LABORatorio R. Revelli, Centre for Employment Studies.
    20. Johannes Dahlke & Kristina Bogner & Matthias Mueller & Thomas Berger & Andreas Pyka & Bernd Ebersberger, 2020. "Is the Juice Worth the Squeeze? Machine Learning (ML) In and For Agent-Based Modelling (ABM)," Papers 2003.11985, arXiv.org.

    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:eee:ecomod:v:483:y:2023:i:c:s030438002300176x. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/ecological-modelling .

    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.