Abstract

In many US cities, indoor exposure to heat continues to be the underlying cause of a considerable fraction (up to 80% during extreme events) of heat-related mortality and morbidity, even in locations where most citizens have air conditioning (AC). Nevertheless, the existing literature on indoor exposure to heat often regards AC as a binary variable and assumes that its presence inevitably results in a safe thermal environment. This is also reflected in heat vulnerability assessments that assign a binary attribute to AC. In this study, we used thermal simulation of buildings to investigate overheating in residential buildings in three US cities (Houston, Phoenix, and Los Angeles) and focused on scenarios where an AC system is present; yet not fully functional. Moreover, we identified the role of key building characteristics and investigated the sensitivity of indoor environment to the ambient temperature. Our results show that energy poverty and/or faulty systems can expose a considerable fraction of AC-owning elderly in Phoenix and Houston to excess heat for more than 50% of summer. This highlights the need to reevaluate AC as the primary protective factor against heat and introduces several implications that need to be considered in heat vulnerability assessments.

References

1.
Basu
,
R.
, and
Samet
,
J. M.
,
2002
, “
Relation Between Elevated Ambient Temperature and Mortality: A Review of the Epidemiologic Evidence
,”
Epidemiol. Rev.
,
24
(
2
), pp.
190
202
. 10.1093/epirev/mxf007
2.
Basu
,
R.
,
Pearson
,
D.
,
Malig
,
B.
,
Broadwin
,
R.
, and
Green
,
R.
,
2012
, “
The Effect of High Ambient Temperature on Emergency Room Visits
,”
Epidemiology
,
23
(
6
), pp.
813
820
. 10.1097/EDE.0b013e31826b7f97
3.
Obradovich
,
N.
,
Migliorini
,
R.
,
Mednick
,
S. C.
, and
Fowler
,
J. H.
,
2017
, “
Nighttime Temperature and Human Sleep Loss in a Changing Climate
,”
Sci. Adv.
,
3
(
5
), p.
e1601555
. 10.1126/sciadv.1601555
4.
Winquist
,
A.
,
Grundstein
,
A.
,
Chang
,
H. H.
,
Hess
,
J.
, and
Sarnat
,
S. E.
,
2016
, “
Warm Season Temperatures and Emergency Department Visits in Atlanta, Georgia
,”
Environ. Res.
,
147
, pp.
314
323
. 10.1016/j.envres.2016.02.022
5.
Sheridan
,
S. C.
, and
Allen
,
M. J.
,
2018
, “
Temporal Trends in Human Vulnerability to Excessive Heat
,”
Environ. Res. Lett.
,
13
(
4
), p.
043001
. 10.1088/1748-9326/aab214
6.
Berko
,
J.
,
Ingram
,
D. D.
,
Saha
,
S.
, and
Parker
,
J. D.
,
2014
, “
Deaths Attributed to Heat, Cold, and Other Weather Events in the United States, 2006–2010
,”
Centers for Disease Control and Prevention National Center for Health Statistics
,
Hyattsville, MD
.
7.
Vaidyanathan
,
A.
,
Saha
,
S.
,
Vicedo-Cabrera
,
A. M.
,
Gasparrini
,
A.
,
Abdurehman
,
N.
,
Jordan
,
R.
,
Hawkins
,
M.
,
Hess
,
J.
, and
Elixhauser
,
A.
,
2019
, “
Assessment of Extreme Heat and Hospitalizations to Inform Early Warning Systems
,”
Proc. Natl. Acad. Sci. USA
,
116
(
12
), pp.
5420
5427
. 10.1073/pnas.1806393116
8.
CDC
,
2017
, “
Picture of America Heat-Related Illness Fact Sheet. Centers for Diseases Control and Prevention
,” https://www.cdc.gov/pictureofamerica/index.html, Accessed October 2019.
9.
Kilbourne
,
K. M.
,
1997
,
Heat Waves and Hot Environments, The Public Health Consequences of Disasters
,
Oxford University Press
,
New York
, pp.
245
269
.
10.
Laurent
,
J. G. C.
,
Williams
,
A.
,
Oulhote
,
Y.
,
Zanobetti
,
A.
,
Allen
,
J. G.
, and
Spengler
,
J. D.
,
2018
, “
Reduced Cognitive Function During a Heat Wave Among Residents of Non-Air-Conditioned Buildings: An Observational Study of Young Adults in the Summer of 2016
,”
PLoS Medicine
,
15
(
7
), p.
e1002605
. 10.1371/journal.pmed.1002605
11.
Strauss
,
R. H.
,
McFadden
,
E.
,
Ingram
,
R.
,
Deal
,
E.
, and
Jaeger
,
J.
,
1978
, “
Influence of Heat and Humidity on the AirwayObstruction Induced by Exercise in Asthma
,”
J. Clin. Invest.
,
61
, pp.
433
440
.
12.
Remigio
,
R. V.
,
Jiang
,
C.
,
Raimann
,
J.
,
Kotanko
,
P.
,
Usvyat
,
L.
,
Maddux
,
F. W.
,
Kinney
,
P.
, and
Sapkota
,
A.
,
2019
, “
Association of Extreme Heat Events With Hospital Admission or Mortality Among Patients With End-Stage Renal Disease
,”
JAMA Network Open
,
2
(
8
), pp.
e198904
e198904
.
13.
Kenney
,
W. L.
,
Craighead
,
D. H.
, and
Alexander
,
L. M.
,
2014
, “
Heat Waves, Aging, and Human Cardiovascular Health
,”
Med. Sci. Sports Exer.
,
46
, p.
1891
.
14.
Wallace
,
R. F.
,
Kriebel
,
D.
,
Punnett
,
L.
,
Wegman
,
D. H.
, and
Amoroso
,
P. J.
,
2007
, “
Prior Heat Illness Hospitalization and Risk of Early Death
,”
Envir. Res.
,
104
, pp.
290
295
.
15.
Zhang
,
W.
,
Spero
,
T. L.
,
Nolte
,
C. G.
,
Garcia
,
V. C.
,
Lin
,
Z.
,
Romitti
,
P. A.
,
Shaw
,
G. M.
,
Sheridan
,
S. C.
,
Feldkamp
,
M. L.
,
Woomert
,
A.
, and
Hwang
,
S. A.
,
2019
, “
Projected Changes in Maternal Heat Exposure During Early Pregnancy and the Associated Congenital Heart Defect Burden in the United States
,”
J. Amer. Heart Assoc.
,
8
(
3
), p.
e010995
.
16.
MCDPH
,
2019
,
Heat-associated deaths in Maricopa County, AZ: Final report for 2018. Maricopa County Department of Public Health
, https://www.maricopa.gov/1858/Heat-Surveillance, Accessed October 2019.
17.
NWS
,
2016
, “
Weather Fatalities 2017
,” https://www.weather.gov/hazstat/, Accessed January 2018.
18.
Putnam
,
H.
,
Hondula
,
D. M.
,
Urban
,
A.
,
Berisha
,
V.
,
Iñiguez
,
P.
, and
Roach
,
M.
,
2018
, “
It’s Not the Heat, It’s the Vulnerability: Attribution of the 2016 Spike in Heat-Associated Deaths in Maricopa County, Arizona
,”
Environ. Res. Lett.
,
13
(
9
), p.
094022
. 10.1088/1748-9326/aadb44
19.
Åström
,
D. O.
,
Bertil
,
F.
, and
Joacim
,
R.
,
2011
, “
Heat Wave Impact on Morbidity and Mortality in the Elderly Population: A Review of Recent Studies
,”
Maturitas
,
69
(
2
), pp.
99
105
. 10.1016/j.maturitas.2011.03.008
20.
Klepeis
,
N. E.
,
Nelson
,
W. C.
,
Ott
,
W. R.
,
Robinson
,
J. P.
,
Tsang
,
A. M.
, and
Switzer
,
P.
,
2001
, “
The National Human Activity Pattern Survey (Nhaps): A Resource for Assessing Exposure to Environmental Pollutants
,”
J. Exposure Anal. Environ. Epidemiol.
,
11
(
3
), pp.
231
252
. 10.1038/sj.jea.7500165
21.
Baniassadi
,
A.
,
Heusinger
,
J.
, and
Sailor
,
D. J.
,
2018
, “
Energy Efficiency vs Resiliency to Extreme Heat and Power Outages: The Role of Evolving Building Energy Codes
,”
Build. Environ.
,
139
, pp.
86
94
. 10.1016/j.buildenv.2018.05.024
22.
Sailor
,
D. J.
,
Baniassadi
,
A.
,
O'Lenick
,
C. R.
, and
Wilhelmi
,
O. V.
,
2019
, “
The Growing Threat of Heat Disasters
,”
Environ. Res. Lett.
,
14
(
5
), p.
054006
. 10.1088/1748-9326/ab0bb9
23.
Sailor
,
D. J.
,
2014
, “
Risks of Summertime Extreme Thermal Conditions in Buildings as a Result of Climate Change and Exacerbation of Urban Heat Islands
,”
Build. Environ.
,
78
, pp.
81
88
. 10.1016/j.buildenv.2014.04.012
24.
EIA
,
2015
, “
Residential Energy Consumption Survey
,”
U.S Department of Energy
.
25.
USCB
,
2017
, “
American Housing Survey
,”
United States Census Bureau
.
26.
Hayden
,
M. H.
,
Wilhelmi
,
O. V.
,
Banerjee
,
D.
,
Greasby
,
T.
,
Cavanaugh
,
J. L.
, and
Nepal
,
V.
,
2017
, “
Adaptive Capacity to Extreme Heat: Results From a Household Survey in Houston, Texas
,”
Weather Clim. Soc.
,
9
(
4
), pp.
787
799
. 10.1175/WCAS-D-16-0125.1
27.
Hayden
,
M. H.
,
Brenkert-Smith
,
H.
, and
Wilhelmi
,
O. V.
,
2011
, “
Differential Adaptive Capacity to Extreme Heat: A Phoenix, Arizona, Case Study
,”
Weather Clim. Soc.
,
3
(
4
), pp.
269
280
. 10.1175/WCAS-D-11-00010.1
28.
Dufour
,
A.
, and
Candas
,
V.
,
2007
, “
Ageing and Thermal Responses During Passive Heat Exposure: Sweating and Sensory Aspects
,”
Eur. J. Appl. Physiol.
,
100
(
1
), pp.
19
26
. 10.1007/s00421-007-0396-9
29.
Baniassadi
,
A.
, and
Sailor
,
D. J.
,
2018
, “
Synergies and Trade-Offs Between Energy Efficiency and Resiliency to Extreme Heat—A Case Study
,”
Build. Environ.
,
132
, pp.
263
272
. 10.1016/j.buildenv.2018.01.037
30.
O'Brien
,
W.
, and
Bennet
,
I.
,
2016
, “
Simulation-Based Evaluation of High-Rise Residential Building Thermal Resilience
,”
ASHRAE Transactions
,
122
(
1
), p.
455
.
31.
Nahlik
,
M. J.
,
Chester
,
M. V.
,
Pincetl
,
S. S.
,
Eisenman
,
D.
,
Sivaraman
,
D.
, and
English
,
P.
,
2016
, “
Building Thermal Performance, Extreme Heat, and Climate Change
,”
J. Infrastruct. Syst.
,
23
(
3
), p.
04016043
.
32.
Samuelson
,
H.
,
Claussnitzer
,
S.
,
Goyal
,
A.
,
Chen
,
Y.
, and
Romo-Castillo
,
A.
,
2016
, “
Parametric Energy Simulation in Early Design: High-Rise Residential Buildings in Urban Contexts
,”
Build. Environ.
,
101
, pp.
19
31
. 10.1016/j.buildenv.2016.02.018
33.
Sailor
,
D. J.
,
Baniassadi
,
A.
,
O'Lenick
,
C. R.
, and
Wilhelmi
,
O. V.
,
2019
, “
The Growing Threat of Heat Disasters
,”
Env. Res. Lett.
,
14
(
5
), p.
054006
.
34.
Fowler
,
D. R.
,
Mitchell
,
C. S.
,
Brown
,
A.
,
Pollock
,
T.
,
Bratka
,
L. A.
, and
Paulson
,
J.
,
2013
, “
Heat-Related Deaths After an Extreme Heat Event—Four States, 2012, and United States, 1999–2009
,”
MMWR Morbidity and Mortality Weekly Report
,
62
, pp.
433
436
.
35.
Dodoo
,
A.
, and
Gustavsson
,
L.
,
2016
, “
Energy Use and Overheating Risk of Swedish Multi-Story Residential Buildings Under Different Climate Scenarios
,”
Energy
,
97
, pp.
534
548
. 10.1016/j.energy.2015.12.086
36.
Lomas
,
K. J.
, and
Kane
,
T.
,
2013
, “
Summertime Temperatures and Thermal Comfort in UK Homes
,”
Build. Res. Inf.
,
41
(
3
), pp.
259
280
. 10.1080/09613218.2013.757886
37.
Mavrogianni
,
A.
,
Wilkinson
,
P.
,
Davies
,
M.
,
Biddulph
,
P.
, and
Oikonomou
,
E.
,
2012
, “
Building Characteristics as Determinants of Propensity to High Indoor Summer Temperatures in London Dwellings
,”
Build. Environ.
,
55
, pp.
117
130
. 10.1016/j.buildenv.2011.12.003
38.
McLeod
,
R. S.
,
Hopfe
,
C. J.
, and
Kwan
,
A.
,
2013
, “
An Investigation Into Future Performance and Overheating Risks in Passivhaus Dwellings
,”
Build. Environ.
,
70
, pp.
189
209
. 10.1016/j.buildenv.2013.08.024
39.
Mlakar
,
J.
, and
Strancar
,
J.
,
2011
, “
Overheating in Residential Passive House: Solution Strategies Revealed and Confirmed Through Data Analysis and Simulations
,”
Energy Build.
,
43
(
6
), pp.
1443
1451
. 10.1016/j.enbuild.2011.02.008
40.
Mulville
,
M.
, and
Stravoravdis
,
S.
,
2016
, “
The Impact of Regulations on Overheating Risk in Dwellings
,”
Build. Res. Inf.
,
44
(
5–6
), pp.
520
534
. 10.1080/09613218.2016.1153355
41.
Oikonomou
,
E.
,
Davies
,
M.
,
Mavrogianni
,
A.
,
Biddulph
,
P.
,
Wilkinson
,
P.
, and
Kolokotroni
,
M.
,
2012
, “
Modelling the Relative Importance of the Urban Heat Island and the Thermal Quality of Dwellings for Overheating in London
,”
Build. Environ.
,
57
, pp.
223
238
. 10.1016/j.buildenv.2012.04.002
42.
Pathan
,
A.
,
Mavrogianni
,
A.
,
Summerfield
,
A.
,
Oreszczyn
,
T.
, and
Davies
,
M.
,
2017
, “
Monitoring Summer Indoor Overheating in the London Housing Stock
,”
Energy Build.
,
141
, pp.
361
378
. 10.1016/j.enbuild.2017.02.049
43.
Porritt
,
S. M.
,
Cropper
,
P. C.
,
Shao
,
L.
, and
Goodier
,
C. I.
,
2012
, “
Ranking of Interventions to Reduce Dwelling Overheating During Heat Waves
,”
Energy Build.
,
55
, pp.
16
27
. 10.1016/j.enbuild.2012.01.043
44.
Taylor
,
J.
,
Symonds
,
P.
,
Wilkinson
,
P.
,
Heaviside
,
C.
,
Macintyre
,
H.
, and
Davies
,
M.
,
2018
, “
Estimating the Influence of Housing Energy Efficiency and Overheating Adaptations on Heat-Related Mortality in the West Midlands, UK
,”
Atmosphere
,
9
(
5
), p.
190
. 10.3390/atmos9050190
45.
Barford
,
V.
,
2013
, “
10 Ways the UK Is Ill-Prepared for a Heatwave
,”
BBC News Magazine.
46.
Bao
,
J.
,
Li
,
X.
, and
Yu
,
C.
,
2015
, “
The Construction and Validation of the Heat Vulnerability Index, a Review
,”
Int. J. Environ. Res. Public Health
,
12
(
7
), pp.
7220
7234
. 10.3390/ijerph120707220
47.
Stephens
,
B.
,
Siegel
,
J. A.
, and
Novoselac
,
A.
,
2011
, “
Operational Characteristics of Residential and Light-Commercial Air-Conditioning Systems in a Hot and Humid Climate Zone
,”
Build. Environ.
,
46
(
10
), pp.
1972
1983
. 10.1016/j.buildenv.2011.04.005
48.
O'Lenick
,
C. R.
,
Wilhelmi
,
O. V.
,
Michael
,
R.
,
Hayden
,
M. H.
,
Baniassadi
,
A.
,
Wiedinmyer
,
C.
,
Monaghan
,
A. J.
,
Crank
,
P. J.
, and
Sailor
,
D. J.
,
2019
, “
Urban Heat and Air Pollution: A Framework for Integrating Population Vulnerability and Indoor Exposure in Health Risk Analyses
,”
Sci. Total Environ.
,
660
, pp.
715
723
. 10.1016/j.scitotenv.2019.01.002
49.
Kenny
,
G. P.
,
Flouris
,
A. D.
,
Yagouti
,
A.
, and
Notley
,
S. R.
,
2019
, “
Towards Establishing Evidence-Based Guidelines on Maximum Indoor Temperatures During Hot Weather in Temperate Continental Climates
,”
Temperature
,
6
(
1
), pp.
11
36
. 10.1080/23328940.2018.1456257
50.
Fraser
,
A. M.
,
Chester
,
M. V.
,
Eisenman
,
D.
,
Hondula
,
D. M.
,
Pincetl
,
S. S.
, and
English
,
P.
,
2016
, “
Household Accessibility to Heat Refuges: Residential Air Conditioning, Public Cooled Space, and Walkability
,”
Environ. Planning B Planning Design
,
44
(
9
), pp.
1036
1055
.
51.
Reid
,
C. E.
,
O’neill
,
M. S.
,
Gronlund
,
C. J.
,
Brines
,
S. J.
,
Brown
,
D. G.
,
Diez-Roux
,
A. V.
, and
Schwartz
,
J.
,
2009
, “
Mapping Community Determinants of Heat Vulnerability
,”
Environ. Health Perspect.
,
117
(
11
), pp.
1730
1736
. 10.1289/ehp.0900683
52.
Hall
,
I. J.
,
Prairie
,
R.
,
Anderson
,
H.
, and
Boes
,
E.
,
1978
, “
Generation of a Typical Meteorological Year
,”
Sandia Labs.
,
Albuquerque, NM
.
53.
Crawley
,
D. B.
,
Lawrie
,
L. K.
,
Winkelmann
,
F. C.
,
Buhl
,
W. F.
,
Huang
,
Y. J.
, and
Pedersen
,
C. O.
,
2001
, “
Energyplus: Creating a New-Generation Building Energy Simulation Program
,”
Energy Build.
,
33
(
4
), pp.
319
331
. 10.1016/S0378-7788(00)00114-6
54.
Alam
,
M.
,
Sanjayan
,
J.
,
Zou
,
P. X.
,
Stewart
,
M. G.
, and
Wilson
,
J.
,
2016
, “
Modelling the Correlation Between Building Energy Ratings and Heat-Related Mortality and Morbidity
,”
Sustainable Cities Soc.
,
22
, pp.
29
39
. 10.1016/j.scs.2016.01.006
55.
Ramakrishnan
,
S.
,
Wang
,
X.
,
Sanjayan
,
J.
, and
Wilson
,
J.
,
2016
, “
Thermal Performance of Buildings Integrated With Phase Change Materials to Reduce Heat Stress Risks During Extreme Heatwave Events
,”
Appl. Energy
,
194
, pp.
410
421
. 10.1016/j.apenergy.2016.04.084
56.
Jamil
,
H.
,
Alam
,
M.
,
Sanjayan
,
J.
, and
Wilson
,
J.
,
2016
, “
Investigation of pcm as Retrofitting Option to Enhance Occupant Thermal Comfort in a Modern Residential Building
,”
Energy Build.
,
133
, pp.
217
229
. 10.1016/j.enbuild.2016.09.064
57.
Zhuang
,
C.
,
Deng
,
A.
,
Chen
,
Y.
,
Li
,
S.
,
Zhang
,
H.
, and
Fan
,
G.
,
2010
, “
Validation of Veracity on Simulating the Indoor Temperature in pcm Light Weight Building by EnergyPlus
,”
In: Life system modeling and intelligent computing: Springer
,
6328
, pp.
486
496
. 10.1007/978-3-642-15621-2_53
58.
Chen
,
B.
, and
Braun
,
J.
,
2000
, “
Simple Fault Detection and Diagnosis Methods for Packaged Air Conditioners
,”
International Refrigeration and Air Conditioning Conference
,
West Lafayette, IN
,
July 10–14
, pp.
321
328
.
59.
Palani
,
M.
,
O'Neal
,
D.
, and
Haberl
,
J.
,
1992
, “
Monitoring the Performance of a Residential Central Air Conditioner Under Degraded Conditions on a Test Bench
,”
Energy Systems Laboratory, Texas A&M University; Department of Mechanical Engineering, Texas A&M University
,
College Station, TX
.
60.
Kim
,
M.
,
Payne
,
W. V.
,
Domanski
,
P. A.
,
Yoon
,
S. H.
, and
Hermes
,
C. J.
,
2009
, “
Performance of a Residential Heat Pump Operating in the Cooling Mode With Single Faults Imposed
,”
Appl. Therm. Eng.
,
29
(
4
), pp.
770
778
. 10.1016/j.applthermaleng.2008.04.009
61.
Mehrabi
,
M.
, and
Yuill
,
D.
,
2017
, “
Generalized Effects of Refrigerant Charge on Normalized Performance Variables of Air Conditioners and Heat Pumps
,”
Int. J. Refrig.
,
76
, pp.
367
384
. 10.1016/j.ijrefrig.2017.02.014
62.
Siegel
,
J. A.
,
2002
, “
An Evaluation of Superheat-Based Refrigerant Charge Diagnostics for Residential Cooling Systems
,”
Annual Meeting, 108. LBNL Report No. LBNL-47476
, https://escholarship.org/uc/item/9322d1fk, Accessed Oct 2019.
63.
Cheung
,
H.
, and
Braun
,
J. E.
,
2017
, “
An Empirical Model for Simulating the Effects of Refrigerant Charge Faults on Air Conditioner Performance
,”
Sci. Technol. Built Environ.
,
23
(
5
), pp.
776
786
. 10.1080/23744731.2016.1260419
64.
Kim
,
W.
, and
Braun
,
J. E.
,
2012
, “
Evaluation of the Impacts of Refrigerant Charge on Air Conditioner and Heat Pump Performance
,”
Int. J. Refrig.
,
35
(
7
), pp.
1805
1814
. 10.1016/j.ijrefrig.2012.06.007
65.
Yoo
,
J. W.
,
Hong
,
S. B.
, and
Kim
,
M. S.
,
2017
, “
Refrigerant Leakage Detection in an EEV Installed Residential Air Conditioner With Limited Sensor Installations
,”
Int. J. Refrig.
,
78
, pp.
157
165
. 10.1016/j.ijrefrig.2017.03.001
66.
Yang
,
L.
,
Braun
,
J. E.
, and
Groll
,
E. A.
,
2007
, “
The Impact of Evaporator Fouling and Filtration on the Performance of Packaged Air Conditioners
,”
Int. J. Refrig.
,
30
(
3
), pp.
506
514
. 10.1016/j.ijrefrig.2006.08.010
67.
Yin
,
P.
, and
Sweeney
,
J. F.
,
2014
, “
The Impact of an ECM Blower on the System Performance of a 5-Ton Air Conditioner
,”
ASHRAE Transactions
,
120
, p.
1U
.
68.
Rodriguez
,
A. G.
,
O'Neal
,
D.
,
Davis
,
M.
, and
Kondepudi
,
S.
,
1996
, “
Effect of Reduced Evaporator Airflow on the High Temperature Performance of Air Conditioners
,”
Energy Build.
,
24
(
3
), pp.
195
201
. 10.1016/S0378-7788(96)00976-0
69.
White-Newsome
,
J. L.
,
Sánchez
,
B. N.
,
Jolliet
,
O.
,
Zhang
,
Z.
,
Parker
,
E. A.
, and
Dvonch
,
J. T.
,
2012
, “
Climate Change and Health: Indoor Heat Exposure in Vulnerable Populations
,”
Environ. Res.
,
112
, pp.
20
27
. 10.1016/j.envres.2011.10.008
70.
Hondula
,
D.
,
2018
, “
Summer Indoor Temperature Measurements in 46 Phoenix Homes
,”
Personal Communication.
71.
Mukherjee
,
S.
,
Nateghi
,
R.
, and
Hastak
,
M.
,
2018
, “
Data on Major Power Outage Events in the Continental U.S
,”
Data Brief
,
19
, pp.
2079
2083
. 10.1016/j.dib.2018.06.067
72.
Baniassadi
,
A.
,
Sailor
,
D. J.
, and
Bryan
,
H. J.
,
2019
, “
Effectiveness of Phase Change Materials for Improving the Resiliency of Residential Buildings to Extreme Thermal Conditions
,”
Sol. Energy
,
188
, pp.
190
199
. 10.1016/j.solener.2019.06.011
73.
Holmes
,
S. H.
,
Phillips
,
T.
, and
Wilson
,
A.
,
2016
, “
Overheating and Passive Habitability: Indoor Health and Heat Indices
,”
Build. Res. Inf.
,
44
(
1
), pp.
1
19
. 10.1080/09613218.2015.1033875
74.
Anderson
,
M.
,
Carmichael
,
C.
,
Murray
,
V.
,
Dengel
,
A.
, and
Swainson
,
M.
,
2013
, “
Defining Indoor Heat Thresholds for Health in the UK
,”
Perspect. Public Health
,
133
(
3
), pp.
158
164
. 10.1177/1757913912453411
75.
Kingma
,
B.
, and
van Marken Lichtenbelt
,
W.
,
2015
, “
Energy Consumption in Buildings and Female Thermal Demand
,”
Nature Climate Change
,
5
(
12
), p.
1054
1056
. 10.1038/nclimate2741
76.
Karjalainen
,
S.
,
2007
, “
Gender Differences in Thermal Comfort and Use of Thermostats in Everyday Thermal Environments
,”
Build. Environ.
,
42
(
4
), pp.
1594
1603
. 10.1016/j.buildenv.2006.01.009
77.
Ebi
,
K. L.
, and
Meehl
,
G. A.
,
2007
, “The Heat Is on: Climate Change and Heatwaves in the Midwest,”
Regional Impacts of Climate Change: Four Case Studies in the United States
,
National Center for Atmospheric Research
,
Boulder, CO
, pp.
8
21
.
78.
Gao
,
Y.
,
Fu
,
J. S.
,
Drake
,
J.
,
Liu
,
Y.
, and
Lamarque
,
J.-F.
,
2012
, “
Projected Changes of Extreme Weather Events in the Eastern United States Based on a High-Resolution Climate Modeling System
,”
Environ. Res. Lett.
,
7
(
4
), p.
044025
. 10.1088/1748-9326/7/4/044025
79.
Krayenhoff
,
E. S.
,
Moustaoui
,
M.
,
Broadbent
,
A. M.
,
Gupta
,
V.
, and
Georgescu
,
M.
,
2018
, “
Diurnal Interaction Between Urban Expansion, Climate Change and Adaptation in US Cities
,”
Nature Climate Change
,
8
(
12
), pp.
1097
1103
. 10.1038/s41558-018-0320-9
80.
Kim
,
Y.-M.
,
Kim
,
S.
,
Cheong
,
H.-K.
,
Ahn
,
B.
, and
Choi
,
K.
,
2012
, “
Effects of Heat Wave on Body Temperature and Blood Pressure in the Poor and Elderly
,”
Environ. Health Toxicol.
,
27
, pp.
e2012013
e2012013
.
81.
Ren
,
Z. G.
,
Wang
,
X. M.
, and
Chen
,
D.
,
2014
, “
Heat Stress Within Energy Efficient Dwellings in Australia
,”
Archit. Sci. Rev.
,
57
(
3
), pp.
227
236
. 10.1080/00038628.2014.903568
82.
Christidis
,
N.
,
Stott
,
P. A.
,
Brown
,
S.
,
Hegerl
,
G. C.
, and
Caesar
,
J.
,
2005
, “
Detection of Changes in Temperature Extremes During the Second Half of the 20th Century
,”
Geophys. Res. Lett.
,
32
(
20
), pp.
20716
20716
. 10.1029/2005GL023885
83.
Karl
,
T. R.
, and
Knight
,
R. W.
,
1997
, “
The 1995 Chicago Heat Wave: How Likely Is a Recurrence?
Bull. Am. Meteorol. Soc.
,
78
(
6
), pp.
1107
1119
. <1107:TCHWHL>2.0.CO;2
84.
Meehl
,
G. A.
, and
Tebaldi
,
C.
,
2004
, “
More Intense, More Frequent, and Longer Lasting Heat Waves in the 21st Century
,”
Science
,
305
(
5686
), pp.
994
997
. 10.1126/science.1098704
85.
Baniassadi
,
A.
,
Sailor
,
D. J.
,
Krayenhoff
,
E. S.
,
Broadbent
,
A. M.
, and
Georgescu
,
M.
,
2019
, “
Passive Survivability of Buildings Under Changing Urban Climates Across Eight US Cities
,”
Environ. Res. Lett.
,
14
(
7
), p.
074028
. 10.1088/1748-9326/ab28ba
86.
Baniassadi
,
A.
,
2019
, “
Vulnerability of U.S. Residential Building Stock to Heat: Status Quo, Trends, Mitigation Strategies, and the Role of Energy Efficiency
,”
Ph.D. dissertation
,
Arizona State University
,
Tempe, AZ
.
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