References
- Anderson, B. G., & Bell, M. L. (2009). Weather-related mortality: How heat, cold, and heat waves affect mortality in the United States. Epidemiology (Cambridge, Mass.), 20(2), 205.
- Anselin, L. (2005). Exploring spatial data with GeoDa: A workbook. Urbana, IL: Center for Spatially Integrated Social Science.
- Anselin, L. (2019a). Global spatial autocorrelation. Retrieved from https://geodacenter.github.io/workbook/5b_global_adv/lab5b.html
- Anselin, L. (2019b). GeoDa (Version 1.14.0) [Computer software]. Retrieved from https://geodacenter.github.io/
- Armstrong, B. G., Chalabi, Z., Fenn, B., Hajat, S., Kovats, S., Milojevic, A., & Wilkinson, P. (2011). Association of mortality with high temperatures in a temperate climate: England and Wales. Journal of Epidemiology and Community Health, 65(4), 340–345.
- Bao, J., Li, X., & Yu, C. (2015). The construction and validation of the heat vulnerability index, a review. International Journal of Environmental Research and Public Health, 12(7), 7220–7234.
- Bazuin, J. T., & Fraser, J. C. (2013). How the ACS gets it wrong: The story of the American community survey and a small, inner city neighborhood. Applied Geography, 45, 292–302.
- Bivand, R. S., & Wong, D. W. (2018). Comparing implementations of global and local indicators of spatial association. Test, 27(3), 716–748.
- Boehm, T. P., & Schlottmann, A. (2006). A comparison of household mobility for owned manufactured, traditional owned, and rental units using the American Housing Survey. Journal of Housing Economics, 15(2), 126–142.
- Boehm, T. P., & Schlottmann, A. (2008). Is manufactured owned housing a good alternative for low-income households? Evidence from the American Housing Survey. Cityscape, 10(2), 159–224.
- Bornstein, R. D. (1968). Observations of the urban heat island effect in New York City. Journal of Applied Meteorology, 7(4), 575–582.
- California Strategic Growth Council. (2019). AHSC round 5 guidelines. Retrieved from https://www.hcd.ca.gov/grants-funding/active-funding/ahsc/docs/AHSC-Round-5-FY18-19-Guidelines.pdf
- Coulton, C. (2012). Defining neighborhoods for research and policy. Cityscape, 14(2), 231–236.
- Folch, D. C., Arribas-Bel, D., Koschinsky, J., & Spielman, S. E. (2016). Spatial variation in the quality of American community survey estimates. Demography, 53(5), 1535–1554.
- Fowler, D. R., Mitchell, C. S., Brown, A., Pollock, T., Bratka, L. A., Paulson, J., … Radcliffe, R. (2013). Heat-related deaths after an extreme heat event—Four states, 2012, and United States, 1999–2009. MMWR. Morbidity and Mortality Weekly Report, 62(22), 433–436.
- Geospatial Innovation Facility, UC Berkeley. (2017). Cal-adapt API docs. Retrieved from https://berkeley-gif.github.io/caladapt-docs/cookbook.html
- Goetz, E. G., & Chapple, K. (2010). You gotta move: Advancing the debate on the record of dispersal. Housing Policy Debate, 20(2), 209–236.
- Hajat, S., & Kosatky, T. (2010). Heat-related mortality: A review and exploration of heterogeneity. Journal of Epidemiology and Community Health, 64(9), 753–760.
- Hajat, S., O’Connor, M., & Kosatsky, T. (2010). Health effects of hot weather: From awareness of risk factors to effective health protection. The Lancet, 375(9717), 856–863.
- Hatvani-Kovacs, G., Bush, J., Sharifi, E., & Boland, J. (2018). Policy recommendations to increase urban heat stress resilience. Urban Climate, 25, 51–63.
- IPCC. (2014). AR5 synthesis report summary for policymakers. Intergovernmental Panel on Climate Change. Retrieved from http://www.ipcc.ch/pdf/assessment-report/ar5/syr/AR5_SYR_FINAL_SPM.pdf
- IPCC. (2018). Global warming of 1.5°C. Intergovernmental panel on climate change. Retrieved from https://www.ipcc.ch/sr15/
- Jolliffe, I. (2011). Principal component analysis. New York, NY: Springer.
- Kahle, D., Wickham, H., Jackson, S., & Korpela, M. (2019). ggmap: Spatial Visualization with ggplot2 (Version 3.0.0) [Computer software]. Retrieved from https://cran.r-project.org/web/packages/ggmap/index.html
- Klinenberg, E. (2002). Heat wave: A social autopsy of disaster in Chicago. Chicago, IL: University of Chicago Press.
- Knowlton, K., Rotkin-Ellman, M., King, G., Margolis, H. G., Smith, D., Solomon, G., … English, P. (2009). The 2006 California heat wave: Impacts on hospitalizations and emergency department visits. Environmental Health Perspectives, 117(1), 61–67.
- Kovats, R. S., & Hajat, S. (2008). Heat stress and public health: A critical review. Annual Review of Public Health, 29(1), 41–55.
- Lopez, H., West, R., Dong, S., Goni, G., Kirtman, B., Lee, S.-K., & Atlas, R. (2018). Early emergence of anthropogenically forced heat waves in the western United States and Great Lakes. Nature Climate Change, 8(5), 414–420.
- Luber, G., & McGeehin, M. (2008). Climate change and extreme heat events. American Journal of Preventive Medicine, 35(5), 429–435.
- Makowski, D. (2018). The psycho package: An efficient and publishing-oriented workflow for psychological science. The Journal of Open Source Software, 3(22), 470.
- Medina-Ramón, M., & Schwartz, J. (2007). Temperature, temperature extremes, and mortality: A study of acclimatisation and effect modification in 50 US cities. Occupational and Environmental Medicine, 64(12), 827–833.
- Mitchell, B. C., & Chakraborty, J. (2014). Urban heat and climate justice: A landscape of thermal inequity in Pinellas County, Florida. Geographical Review, 104(4), 459–480.
- Mitchell, B. C., & Chakraborty, J. (2015). Landscapes of thermal inequity: Disproportionate exposure to urban heat in the three largest US cities. Environmental Research Letters, 10(11), 115005.
- National Weather Service. (2018). Weather related fatality and injury statistics. Retrieved from https://www.weather.gov/hazstat/
- Newman, S., & Holupka, C. S. (2017). The quality of America’s assisted housing stock: Analysis of the 2011 and 2013 American Housing Surveys. U.S. Department of Housing and Urban Development Office of Policy Development and Research. Retrieved from https://www.huduser.gov/portal/sites/default/files/pdf/Quality-Assisted-Housing-Stock.pdf
- O’Neill, M. S. (2005). Disparities by race in heat-related mortality in four U.S. cities: The role of air conditioning prevalence. Journal of Urban Health, 82(2), 191–197.
- O’Neill, M. S., Jerrett, M., Kawachi, I., Levy, J. I., Cohen, A. J., Gouveia, N., … Schwartz, J. (2003). Health, wealth, and air pollution: Advancing theory and methods. Environmental Health Perspectives, 111(16), 1861–1870.
- PAHRC, & NLIHC. (2018). National housing preservation database. Public and affordable housing research corporation (PAHRC) and the national low income housing coalition (NLIHC). Retrieved from https://nhpd.preservationdatabase.org/Data
- Pebesma, E. (2018). sf: Simple features for R (Version R package version 0.6-3) [Computer software]. Retrieved from https://CRAN.R-project.org/package=sf
- Pierce, G., & Jimenez, S. (2015). Unreliable water access in U.S. mobile homes: Evidence from the American Housing Survey. Housing Policy Debate, 25(4), 739–753.
- Reid, C. E., O’neill, M. S., Gronlund, C. J., Brines, S. J., Brown, D. G., Diez-Roux, A. V., & Schwartz, J. (2009). Mapping community determinants of heat vulnerability. Environmental Health Perspectives, 117(11), 1730.
- Rizwan, A. M., Dennis, L. Y., & Chunho, L. I. U. (2008). A review on the generation, determination and mitigation of urban heat island. Journal of Environmental Sciences, 20(1), 120–128.
- Robinson, P. J. (2001). On the definition of a heat wave. Journal of Applied Meteorology, 40(4), 762–775.
- Rosenthal, J. K., Kinney, P. L., & Metzger, K. B. (2014). Intra-urban vulnerability to heat-related mortality in New York City, 1997–2006. Health & Place, 30, 45–60.
- Schwartz, A. F. (2010). Housing policy in the United States. New York, NY: Routledge.
- Semenza, J. C., Rubin, C. H., Falter, K. H., Selanikio, J. D., Flanders, W. D., Howe, H. L., & Wilhelm, J. L. (1996). Heat-related deaths during the July 1995 heat wave in Chicago. New England Journal of Medicine, 335(2), 84–90.
- Smith, T. T., Zaitchik, B. F., & Gohlke, J. M. (2013). Heat waves in the United States: Definitions, patterns and trends. Climatic Change, 118(3–4), 811–825.
- State of California. (2015). Perspectives and guidance for climate change analysis. California Department of Water Resources Climate Change Technical Advisory Group. Retrieved from https://water.ca.gov/LegacyFiles/climatechange/docs/2015/Perspectives_Guidance_Climate_Change_Analysis.pdf
- State of California. (2019a). Affordable housing and sustainable communities program (AHSC). California Department of Housing and Community Development. Retrieved from http://www.hcd.ca.gov/grants-funding/active-funding/ahsc.shtml
- State of California. (2019b). Extreme heat days & warm nights. Cal-Adapt. Retrieved from https://cal-adapt.org/tools/extreme-heat/
- State of California. (2019c). LOCA downscaled climate projections. Cal-Adapt. Retrieved from https://cal-adapt.org/data/loca/
- State of California. (2019d, July 2). Welcome to CCHVIz. California building resilience against climate effects (Calbrace). Retrieved from https://www.cdph.ca.gov/Programs/OHE/Pages/CalBRACE.aspx
- U.S. Census Bureau. (2013). Census tracts. Retrieved from https://www2.census.gov/geo/pdfs/education/CensusTracts.pdf
- U.S. Census Bureau. (2017). 2017 American Community Survey 5-year estimates. Washington, DC: Author.
- U.S. Census Bureau. (2019). TIGER/line shapefiles. Retrieved from https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html
- U.S. Department of Housing and Urban Development. (2017). HUD picture of subsidized households. Retrieved from https://www.huduser.gov/portal/datasets/assthsg.html
- U.S. Department of Housing and Urban Development. (2018). Understanding whom the LIHTC serves: Data on tenants in LIHTC Units as of December 31, 2015. Retrieved from https://www.huduser.gov/portal/sites/default/files/pdf/LIHTC-TenantReport-2015.pdf
- Uejio, C. K., Wilhelmi, O. V., Golden, J. S., Mills, D. M., Gulino, S. P., & Samenow, J. P. (2011). Intra-urban societal vulnerability to extreme heat: The role of heat exposure and the built environment, socioeconomics, and neighborhood stability. Health & Place, 17(2), 498–507.
- US EPA, & CDC. (2016). Climate change and extreme heat: What you can do to prepare. (EPA 430-R-16-061). U.S. Environmental Protection Agency (EPA) & Centers for Disease Control and Prevention (CDC). Retrieved from https://www.cdc.gov/climateandhealth/pubs/extreme-heat-guidebook.pdf
- Van Vuuren, D. P., Edmonds, J., Kainuma, M., Riahi, K., Thomson, A., Hibbard, K., … Lamarque, J.-F. (2011). The representative concentration pathways: An overview. Climatic Change, 109(1–2), 5.
- Vyas, S., & Kumaranayake, L. (2006). Constructing socio-economic status indices: How to use principal components analysis. Health Policy and Planning, 21(6), 459–468.
- Wilson, B. (2012). An examination of electricity consumption patterns in manufactured housing units. Housing Policy Debate, 22(2), 175–199.
- Wilson, B., & Chakraborty, A. (2018). Mapping vulnerability to extreme heat events: Lessons from metropolitan Chicago. Journal of Environmental Planning and Management, 22(6), 1–24.
- Wolf, T., & McGregor, G. (2013). The development of a heat wave vulnerability index for London, United Kingdom. Weather and Climate Extremes, 1, 59–68.
- Ye, X., Wolff, R., Yu, W., Vaneckova, P., Pan, X., & Tong, S. (2012). Ambient temperature and morbidity: A review of epidemiological evidence. Environmental Health Perspectives, 120(1), 19–28.