Heat wave trends in Southeast Asia during 1979–2018: The impact of humidity

In tropics, especially Southeast Asia (SEA), heat wave (HW) research is seriously scarce although several global studies have projected this region to be greatly susceptible to increasing HW events under climate change scenarios. Using the recently released ERA5 reanalysis data, we find that in most...

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Published inThe Science of the total environment Vol. 721; p. 137664
Main Author Li, Xian-Xiang
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 15.06.2020
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Abstract In tropics, especially Southeast Asia (SEA), heat wave (HW) research is seriously scarce although several global studies have projected this region to be greatly susceptible to increasing HW events under climate change scenarios. Using the recently released ERA5 reanalysis data, we find that in most parts of SEA, HWs are becoming more frequent, longer-lasting and stronger, no matter using dry-bulb or wet-bulb temperatures to define HW. The increasing trends of HW characteristics based on minimum temperatures are larger than those based on maximum temperatures, suggesting an alarming situation of anomalously warm night. HW characteristics based on wet-bulb temperatures show higher increasing rates in the IndoChina Peninsula and Malay Peninsula than those based on dry-bulb temperatures. Nearly all HW characteristics are significantly correlated with El Niño index, but Indian Ocean Dipole only significantly impacts HW characteristics based on wet-bulb temperature in Java. Results derived from other reanalysis products exhibit general agreement with those from ERA5, lending support to the findings reported herein. This study highlights the different role of humidity in changing HW trends in different regions of SEA, and calls for attention to the associated risk of increasing nighttime temperatures during HWs. [Display omitted] •Heat waves are becoming more frequent, longer-lasting and more intense in most Southeast Asia.•HWs based on minimum temperatures increase at higher rate than based on maximum temperatures.•Wet-bulb temperature based HWs show larger increasing trends in Malay and Indochina Peninsulas.•Nearly all HW metrics are significantly correlated with El Nino index, but IOD only impacts Java.•Comparison with different reanalysis datasets demonstrates robustness of our findings.
AbstractList In tropics, especially Southeast Asia (SEA), heat wave (HW) research is seriously scarce although several global studies have projected this region to be greatly susceptible to increasing HW events under climate change scenarios. Using the recently released ERA5 reanalysis data, we find that in most parts of SEA, HWs are becoming more frequent, longer-lasting and stronger, no matter using dry-bulb or wet-bulb temperatures to define HW. The increasing trends of HW characteristics based on minimum temperatures are larger than those based on maximum temperatures, suggesting an alarming situation of anomalously warm night. HW characteristics based on wet-bulb temperatures show higher increasing rates in the IndoChina Peninsula and Malay Peninsula than those based on dry-bulb temperatures. Nearly all HW characteristics are significantly correlated with El Niño index, but Indian Ocean Dipole only significantly impacts HW characteristics based on wet-bulb temperature in Java. Results derived from other reanalysis products exhibit general agreement with those from ERA5, lending support to the findings reported herein. This study highlights the different role of humidity in changing HW trends in different regions of SEA, and calls for attention to the associated risk of increasing nighttime temperatures during HWs.
In tropics, especially Southeast Asia (SEA), heat wave (HW) research is seriously scarce although several global studies have projected this region to be greatly susceptible to increasing HW events under climate change scenarios. Using the recently released ERA5 reanalysis data, we find that in most parts of SEA, HWs are becoming more frequent, longer-lasting and stronger, no matter using dry-bulb or wet-bulb temperatures to define HW. The increasing trends of HW characteristics based on minimum temperatures are larger than those based on maximum temperatures, suggesting an alarming situation of anomalously warm night. HW characteristics based on wet-bulb temperatures show higher increasing rates in the IndoChina Peninsula and Malay Peninsula than those based on dry-bulb temperatures. Nearly all HW characteristics are significantly correlated with El Niño index, but Indian Ocean Dipole only significantly impacts HW characteristics based on wet-bulb temperature in Java. Results derived from other reanalysis products exhibit general agreement with those from ERA5, lending support to the findings reported herein. This study highlights the different role of humidity in changing HW trends in different regions of SEA, and calls for attention to the associated risk of increasing nighttime temperatures during HWs.In tropics, especially Southeast Asia (SEA), heat wave (HW) research is seriously scarce although several global studies have projected this region to be greatly susceptible to increasing HW events under climate change scenarios. Using the recently released ERA5 reanalysis data, we find that in most parts of SEA, HWs are becoming more frequent, longer-lasting and stronger, no matter using dry-bulb or wet-bulb temperatures to define HW. The increasing trends of HW characteristics based on minimum temperatures are larger than those based on maximum temperatures, suggesting an alarming situation of anomalously warm night. HW characteristics based on wet-bulb temperatures show higher increasing rates in the IndoChina Peninsula and Malay Peninsula than those based on dry-bulb temperatures. Nearly all HW characteristics are significantly correlated with El Niño index, but Indian Ocean Dipole only significantly impacts HW characteristics based on wet-bulb temperature in Java. Results derived from other reanalysis products exhibit general agreement with those from ERA5, lending support to the findings reported herein. This study highlights the different role of humidity in changing HW trends in different regions of SEA, and calls for attention to the associated risk of increasing nighttime temperatures during HWs.
In tropics, especially Southeast Asia (SEA), heat wave (HW) research is seriously scarce although several global studies have projected this region to be greatly susceptible to increasing HW events under climate change scenarios. Using the recently released ERA5 reanalysis data, we find that in most parts of SEA, HWs are becoming more frequent, longer-lasting and stronger, no matter using dry-bulb or wet-bulb temperatures to define HW. The increasing trends of HW characteristics based on minimum temperatures are larger than those based on maximum temperatures, suggesting an alarming situation of anomalously warm night. HW characteristics based on wet-bulb temperatures show higher increasing rates in the IndoChina Peninsula and Malay Peninsula than those based on dry-bulb temperatures. Nearly all HW characteristics are significantly correlated with El Niño index, but Indian Ocean Dipole only significantly impacts HW characteristics based on wet-bulb temperature in Java. Results derived from other reanalysis products exhibit general agreement with those from ERA5, lending support to the findings reported herein. This study highlights the different role of humidity in changing HW trends in different regions of SEA, and calls for attention to the associated risk of increasing nighttime temperatures during HWs. [Display omitted] •Heat waves are becoming more frequent, longer-lasting and more intense in most Southeast Asia.•HWs based on minimum temperatures increase at higher rate than based on maximum temperatures.•Wet-bulb temperature based HWs show larger increasing trends in Malay and Indochina Peninsulas.•Nearly all HW metrics are significantly correlated with El Nino index, but IOD only impacts Java.•Comparison with different reanalysis datasets demonstrates robustness of our findings.
ArticleNumber 137664
Author Li, Xian-Xiang
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  organization: School of Atmospheric Sciences, Sun Yat-sen University, China
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Cites_doi 10.1038/ngeo866
10.1175/BAMS-D-16-0145.1
10.1029/2004EO210004
10.5194/hess-22-3515-2018
10.1016/j.gloplacha.2018.02.014
10.1175/JAMC-D-17-0035.1
10.1007/s00382-017-4038-6
10.1002/joc.1654
10.1175/JAMC-D-16-0393.1
10.1002/asl.856
10.1080/01621459.1968.10480934
10.1175/JCLI-D-14-00531.1
10.1175/JCLI-D-16-0575.1
10.1016/j.envint.2016.02.007
10.1016/j.envsci.2014.05.003
10.1029/2012GL053361
10.1002/qj.828
10.1002/joc.2118
10.1038/s41598-017-12520-2
10.1007/s00382-015-2638-6
10.1002/joc.5032
10.1029/2019JD031155
10.5194/acp-19-3097-2019
10.1029/2019GL082781
10.1007/s00484-017-1383-4
10.1002/joc.5479
10.1175/JCLI-D-16-0758.1
10.1038/ncomms15531
10.1088/1748-9326/aaa00e
10.1016/j.jclepro.2017.10.069
10.1038/s41598-017-07536-7
10.1029/2008GL033429
10.1016/j.envint.2018.08.058
10.1016/j.energy.2018.05.192
10.1002/joc.2257
10.1175/JCLI-D-12-00383.1
10.1175/2009JCLI2864.1
10.3389/fenvs.2019.00129
10.1038/nclimate2864
10.2307/1907187
10.1175/JAMC-D-18-0136.1
10.1038/43854
10.1002/joc.610
10.2486/indhealth.44.388
10.1038/s41558-017-0036-2
10.1175/2007MWR2224.1
10.1073/pnas.0913352107
10.1029/2018JD028969
10.1007/s10584-008-9441-x
10.1038/nclimate1827
10.1016/j.envres.2015.10.014
10.1038/nclimate3322
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References Luo, Lau (bb0160) 2018; 51
Grotjahn, Black, Leung, Wehner, Barlow, Bosilovich, Gershunov, Gutowski, Gyakum, Katz (bb0100) 2016; 46
Tangang, Juneng, Salimun, Vinayachandran, Seng, Reason, Behera, Yasunari (bb0265) 2008; 35
Accessed on 2019-01-30.
IPCC (bb0140) 2007
Raymond, Singh, Horton (bb0215) 2017
Russo, Sillmann, Sterl (bb0220) 2017; 70
Thirumalai, DiNezio, Okumura, Deser (bb0275) 2017; 8
Perkins, Alexander (bb0195) 2013; 26
Graham, Hudson, Maturilli (bb0095) 2019; 46
Gelaro, McCarty, Suárez, Todling, Molod, Takacs, Randles, Darmenov, Bosilovich, Reichle, Wargan (bb0085) 2017; 30
Alexander, Zhang, Peterson, Caesar, Gleason, Klein Tank, Haylock, Collins, Trewin, Rahimzadeh (bb0010) 2006
Xia, Li, Guan, Tinoco, Xia, Yan, Yang, Liu, Huo (bb0300) 2018; 171
Hennermann, Berrisford (bb0110) 2018
Mahto, Mishra (bb0165) 2019; 124
Saji, Goswami, Vinayachandran, Yamagata (bb0230) 1999; 401
Xu, FitzGerald, Guo, Jalaludin, Tong (bb0305) 2016; 89
Ho, Lau, Ren, Ng (bb0115) 2017; 61
Epstein, Moran (bb0075) 2006; 44
Lin, Chen, Luo (bb0155) 2018; 19
Schoof, Ford, Pryor (bb0240) 2017; 56
Fischer, Schär (bb0080) 2010; 30
Dunne, Stouffer, John (bb0070) 2013; 30
Chen, Pauluis, Leung, Zhang (bb0025) 2020
Gosling, Lowe, McGregor, Pelling, Malamud (bb0090) 2009; 92
Wehner, Stone, Krishnan, AchutaRao, Castillo (bb0290) 2016; 97
Nissan, Burkart, Coughlan de Perez, Van Aalst, Mason (bb0185) 2017; 56
Sherwood, Huber (bb0255) 2010; 107
Davis, McGregor, Enfield (bb0060) 2016; 144
Betts, Chan, Desjardins (bb0015) 2019; 7
Hong, Li (bb0125) 2009; 22
Sherwood (bb0250) 2018; 123
Albergel, Dutra, Munier, Calvet, Munoz-Sabater, de Rosnay, Balsamo (bb0005) 2018; 22
D’Arrigo, Wilson (bb0050) 2008; 28
Schär (bb0235) 2016; 60
Li (bb0150) 2018; 157
Li, Chen, Gan, Lau (bb0145) 2018; 80
Dee, Uppala, Simmons, Berrisford, Poli, Kobayashi, Andrae, Balmaseda, Balsamo, Bauer (bb0065) 2011; 137
Villafuerte, Matsumoto (bb0285) 2015; 28
Pielke, Davey, Morgan (bb0210) 2004; 85
Van den Besselaar, Van der Schrier, Cornes, Iqbal, Klein Tank (bb0280) 2017; 30
Caesar, Alexander, Trewin, Tse-Ring, Sorany, Vuniyayawa, Keosavang, Shimana, Htay, Karmacharya (bb0020) 2011; 31
Coates, Haynes, O’Brien, McAneney, De Oliveira (bb0035) 2014; 42
Cheong, Timbal, Golding, Sirabaha, Kwan, Cinco, Archevarahuprok, Vo, Gunawan, Han (bb0030) 2018; 38
Davies-Jones (bb0055) 2008; 136
Tangang, Farzanmanesh, Mirzaei, Salimun, Jamaluddin, Juneng (bb0260) 2017; 37
Perkins, Alexander, Nairn (bb0200) 2012; 39
Hoffmann, Günther, Li, Stein, Wu, Griessbach, Heng, Konopka, Müller, Vogel (bb0120) 2019; 19
Tarek, Brissette, Arsenault (bb0270) 2019; 2019
Manton, Della-Marta, Haylock, Hennessy, Nicholls, Chambers, Collins, Daw, Finet, Gunawan (bb0175) 2001; 21
Saha, Moorthi, Pan, Wu, Wang, Nadiga, Tripp, Kistler, Woollen, Behringer, Liu, Stokes, Grumbine, Gayno, Wang, Hou, Chuang, Juang, Sela, Iredell, Treadon, Kleist, Delst, Keyser, Derber, Ek, Meng, Wei, Yang, Lord, van den Dool, Kumar, Wang, Long, Chelliah, Xue, Huang, Schemm, Ebisuzaki, Lin, Xie, Chen, Zhou, Higgins, Zou, Liu, Chen, Han, Cucurull, Reynolds, Rutledge, Goldberg (bb0225) 2010
Sen (bb0245) 1968; 63
Huang, Cheng, Phung, Tawatsupa, Hu, Xu (bb0130) 2018; 121
Willett, Sherwood (bb0295) 2012; 32
Coffel, Horton, de Sherbinin (bb0040) 2017; 13
Im, Kang, Eltahir (bb0135) 2018; 165
Perkins-Kirkpatrick, Gibson (bb0205) 2017; 70
NWS (bb0190) 2018
Hassim, Timbal (bb0105) 2019; 58
Mann (bb0170) 1945; 130
Mora, Dousset, Caldwell, Powell, Geronimo, Bielecki, Counsell, Dietrich, Johnston, Louis (bb0180) 2017; 70
Copernicus Climate Change Service. ERA5: Fifth Generation of ECMWF Atmospheric Reanalyses of the Global Climate, 2017. URL
Im (10.1016/j.scitotenv.2020.137664_bb0135) 2018; 165
Raymond (10.1016/j.scitotenv.2020.137664_bb0215) 2017
Graham (10.1016/j.scitotenv.2020.137664_bb0095) 2019; 46
Caesar (10.1016/j.scitotenv.2020.137664_bb0020) 2011; 31
Coffel (10.1016/j.scitotenv.2020.137664_bb0040) 2017; 13
Tangang (10.1016/j.scitotenv.2020.137664_bb0260) 2017; 37
Betts (10.1016/j.scitotenv.2020.137664_bb0015) 2019; 7
Hong (10.1016/j.scitotenv.2020.137664_bb0125) 2009; 22
Xia (10.1016/j.scitotenv.2020.137664_bb0300) 2018; 171
Albergel (10.1016/j.scitotenv.2020.137664_bb0005) 2018; 22
Schoof (10.1016/j.scitotenv.2020.137664_bb0240) 2017; 56
Coates (10.1016/j.scitotenv.2020.137664_bb0035) 2014; 42
Luo (10.1016/j.scitotenv.2020.137664_bb0160) 2018; 51
Mann (10.1016/j.scitotenv.2020.137664_bb0170) 1945; 130
Epstein (10.1016/j.scitotenv.2020.137664_bb0075) 2006; 44
Van den Besselaar (10.1016/j.scitotenv.2020.137664_bb0280) 2017; 30
Dee (10.1016/j.scitotenv.2020.137664_bb0065) 2011; 137
Ho (10.1016/j.scitotenv.2020.137664_bb0115) 2017; 61
Tangang (10.1016/j.scitotenv.2020.137664_bb0265) 2008; 35
Davies-Jones (10.1016/j.scitotenv.2020.137664_bb0055) 2008; 136
Pielke (10.1016/j.scitotenv.2020.137664_bb0210) 2004; 85
Gelaro (10.1016/j.scitotenv.2020.137664_bb0085) 2017; 30
Villafuerte (10.1016/j.scitotenv.2020.137664_bb0285) 2015; 28
Xu (10.1016/j.scitotenv.2020.137664_bb0305) 2016; 89
Perkins (10.1016/j.scitotenv.2020.137664_bb0200) 2012; 39
Sen (10.1016/j.scitotenv.2020.137664_bb0245) 1968; 63
Lin (10.1016/j.scitotenv.2020.137664_bb0155) 2018; 19
Huang (10.1016/j.scitotenv.2020.137664_bb0130) 2018; 121
IPCC (10.1016/j.scitotenv.2020.137664_bb0140) 2007
Chen (10.1016/j.scitotenv.2020.137664_bb0025) 2020
Hoffmann (10.1016/j.scitotenv.2020.137664_bb0120) 2019; 19
Wehner (10.1016/j.scitotenv.2020.137664_bb0290) 2016; 97
Thirumalai (10.1016/j.scitotenv.2020.137664_bb0275) 2017; 8
Dunne (10.1016/j.scitotenv.2020.137664_bb0070) 2013; 30
D’Arrigo (10.1016/j.scitotenv.2020.137664_bb0050) 2008; 28
Cheong (10.1016/j.scitotenv.2020.137664_bb0030) 2018; 38
Davis (10.1016/j.scitotenv.2020.137664_bb0060) 2016; 144
Li (10.1016/j.scitotenv.2020.137664_bb0150) 2018; 157
Nissan (10.1016/j.scitotenv.2020.137664_bb0185) 2017; 56
Mora (10.1016/j.scitotenv.2020.137664_bb0180) 2017; 70
Hennermann (10.1016/j.scitotenv.2020.137664_bb0110)
NWS (10.1016/j.scitotenv.2020.137664_bb0190)
Saha (10.1016/j.scitotenv.2020.137664_bb0225) 2010
Fischer (10.1016/j.scitotenv.2020.137664_bb0080) 2010; 30
Perkins (10.1016/j.scitotenv.2020.137664_bb0195) 2013; 26
Willett (10.1016/j.scitotenv.2020.137664_bb0295) 2012; 32
Grotjahn (10.1016/j.scitotenv.2020.137664_bb0100) 2016; 46
Hassim (10.1016/j.scitotenv.2020.137664_bb0105) 2019; 58
Li (10.1016/j.scitotenv.2020.137664_bb0145) 2018; 80
Manton (10.1016/j.scitotenv.2020.137664_bb0175) 2001; 21
10.1016/j.scitotenv.2020.137664_bb0045
Russo (10.1016/j.scitotenv.2020.137664_bb0220) 2017; 70
Perkins-Kirkpatrick (10.1016/j.scitotenv.2020.137664_bb0205) 2017; 70
Sherwood (10.1016/j.scitotenv.2020.137664_bb0255) 2010; 107
Mahto (10.1016/j.scitotenv.2020.137664_bb0165) 2019; 124
Gosling (10.1016/j.scitotenv.2020.137664_bb0090) 2009; 92
Saji (10.1016/j.scitotenv.2020.137664_bb0230) 1999; 401
Tarek (10.1016/j.scitotenv.2020.137664_bb0270) 2019; 2019
Alexander (10.1016/j.scitotenv.2020.137664_bb0010) 2006
Schär (10.1016/j.scitotenv.2020.137664_bb0235) 2016; 60
Sherwood (10.1016/j.scitotenv.2020.137664_bb0250) 2018; 123
References_xml – volume: 42
  start-page: 33
  year: 2014
  end-page: 44
  ident: bb0035
  article-title: Exploring 167 years of vulnerability: an examination of extreme heat events in Australia 1844–2010
  publication-title: Environ. Sci. Pol.
– volume: 137
  start-page: 553
  year: 2011
  end-page: 597
  ident: bb0065
  article-title: The ERA-Interim reanalysis: configuration and performance of the data assimilation system
  publication-title: Q. J. R. Meteorol. Soc.
– volume: 31
  start-page: 791
  year: 2011
  end-page: 801
  ident: bb0020
  article-title: Changes in temperature and precipitation extremes over the Indo-Pacific region from 1971 to 2005
  publication-title: Int. J. Climatol.
– volume: 28
  start-page: 611
  year: 2008
  end-page: 616
  ident: bb0050
  article-title: El Nino and Indian Ocean influences on Indonesian drought: implications for forecasting rainfall and crop productivity
  publication-title: Int. J. Climatol.
– year: 2020
  ident: bb0025
  article-title: Significant contribution of mesoscale overturning to tropical mass and energy transport revealed by the ERA5 reanalysis
  publication-title: Geophys. Res. Lett.
– volume: 13
  start-page: 14001
  year: 2017
  ident: bb0040
  article-title: Temperature and humidity based projections of a rapid rise in global heat stress exposure during the 21st century
  publication-title: Environ. Res. Lett.
– volume: 97
  start-page: S81
  year: 2016
  end-page: S86
  ident: bb0290
  article-title: The deadly combination of heat and humidity in India and Pakistan in summer 2015
  publication-title: Bull. Am. Meteorol. Soc.
– volume: 44
  start-page: 388
  year: 2006
  end-page: 398
  ident: bb0075
  article-title: Thermal comfort and the heat stress indices
  publication-title: Ind. Health
– volume: 136
  start-page: 2764
  year: 2008
  end-page: 2785
  ident: bb0055
  article-title: An efficient and accurate method for computing the wet-bulb temperature along pseudoadiabats
  publication-title: Mon. Weather Rev.
– volume: 30
  start-page: 563
  year: 2013
  ident: bb0070
  article-title: Reductions in labour capacity from heat stress under climate warming
  publication-title: Nat. Clim. Chang.
– volume: 21
  start-page: 269
  year: 2001
  end-page: 284
  ident: bb0175
  article-title: Trends in extreme daily rainfall and temperature in Southeast Asia and the South Pacific: 1961–1998
  publication-title: Int. J. Climatol.
– volume: 19
  start-page: e856
  year: 2018
  ident: bb0155
  article-title: Impacts of El Niño–Southern Oscillation on heat waves in the Indochina peninsula
  publication-title: Atmos. Sci. Lett.
– volume: 130
  start-page: 245
  year: 1945
  end-page: 259
  ident: bb0170
  article-title: Nonparametric tests against trend
  publication-title: Econometrica
– volume: 58
  start-page: 365
  year: 2019
  end-page: 384
  ident: bb0105
  article-title: Observed rainfall trends over Singapore and the Maritime Continent from the perspective of regional-scale weather regimes
  publication-title: J. Appl. Meteorol. Climatol.
– volume: 32
  start-page: 161
  year: 2012
  end-page: 177
  ident: bb0295
  article-title: Exceedance of heat index thresholds for 15 regions under a warming climate using the wet-bulb globe temperature
  publication-title: Int. J. Climatol.
– volume: 124
  start-page: 9423
  year: 2019
  end-page: 9441
  ident: bb0165
  article-title: Does ERA-5 outperform other reanalysis products for hydrologic applications in India?
  publication-title: J. Geophys. Res.: Atmos.
– volume: 70
  start-page: 12256
  year: 2017
  ident: bb0205
  article-title: Changes in regional heatwave characteristics as a function of increasing global temperature
  publication-title: Sci. Rep.
– volume: 35
  start-page: L14S07
  year: 2008
  ident: bb0265
  article-title: On the roles of the northeast cold surge, the Borneo vortex, the Madden-Julian Oscillation, and the Indian Ocean Dipole during the extreme 2006/2007 flood in southern Peninsular Malaysia
  publication-title: Geophys. Res. Lett.
– volume: 56
  start-page: 2653
  year: 2017
  end-page: 2670
  ident: bb0185
  article-title: Defining and predicting heat waves in Bangladesh
  publication-title: J. Appl. Meteorol. Climatol.
– volume: 89
  start-page: 193
  year: 2016
  end-page: 203
  ident: bb0305
  article-title: Impact of heatwave on mortality under different heatwave definitions: a systematic review and meta-analysis
  publication-title: Environ. Int.
– volume: 38
  start-page: 3013
  year: 2018
  end-page: 3027
  ident: bb0030
  article-title: Observed and modelled temperature and precipitation extremes over Southeast Asia from 1972 to 2010
  publication-title: Int. J. Climatol.
– volume: 37
  start-page: 696
  year: 2017
  end-page: 716
  ident: bb0260
  article-title: Characteristics of precipitation extremes in Malaysia associated with El Niño and La Niña events
  publication-title: Int. J. Climatol.
– volume: 30
  start-page: 5419
  year: 2017
  end-page: 5454
  ident: bb0085
  article-title: The modern-era retrospective analysis for research and applications, version 2 (MERRA-2)
  publication-title: J. Clim.
– volume: 107
  start-page: 9552
  year: 2010
  end-page: 9555
  ident: bb0255
  article-title: An adaptability limit to climate change due to heat stress
  publication-title: Proc. Natl. Acad. Sci.
– volume: 401
  start-page: 360
  year: 1999
  end-page: 363
  ident: bb0230
  article-title: A dipole mode in the tropical Indian Ocean
  publication-title: Nature
– reference: Copernicus Climate Change Service. ERA5: Fifth Generation of ECMWF Atmospheric Reanalyses of the Global Climate, 2017. URL
– volume: 51
  start-page: 2707
  year: 2018
  end-page: 2723
  ident: bb0160
  article-title: Synoptic characteristics, atmospheric controls, and long-term changes of heat waves over the Indochina peninsula
  publication-title: Clim. Dyn.
– volume: 92
  start-page: 299
  year: 2009
  end-page: 341
  ident: bb0090
  article-title: Associations between elevated atmospheric temperature and human mortality: a critical review of the literature
  publication-title: Clim. Chang.
– volume: 46
  start-page: 1151
  year: 2016
  end-page: 1184
  ident: bb0100
  article-title: North American extreme temperature events and related large scale meteorological patterns: a review of statistical methods, dynamics, modeling, and trends
  publication-title: Clim. Dyn.
– volume: 19
  start-page: 3097
  year: 2019
  end-page: 3124
  ident: bb0120
  article-title: From ERA-Interim to ERA5: the considerable impact of ECMWF’s next-generation reanalysis on Lagrangian transport simulations
  publication-title: Atmos. Chem. Phys.
– volume: 22
  start-page: 3786
  year: 2009
  end-page: 3801
  ident: bb0125
  article-title: The extreme cold anomaly over Southeast Asia in February 2008: roles of ISO and ENSO
  publication-title: J. Clim.
– volume: 26
  start-page: 4500
  year: 2013
  end-page: 4517
  ident: bb0195
  article-title: On the measurement of heat waves
  publication-title: J. Clim.
– volume: 39
  start-page: L20714
  year: 2012
  ident: bb0200
  article-title: Increasing frequency, intensity and duration of observed global heatwaves and warm spells
  publication-title: Geophys. Res. Lett.
– volume: 60
  start-page: 128
  year: 2016
  ident: bb0235
  article-title: The worst heat waves to come
  publication-title: Nat. Clim. Chang.
– volume: 165
  start-page: 160
  year: 2018
  end-page: 172
  ident: bb0135
  article-title: Projections of rising heat stress over the western Maritime Continent from dynamically downscaled climate simulations
  publication-title: Glob. Planet. Chang.
– year: 2007
  ident: bb0140
  article-title: Climate Change 2007: The Physical Science Basis. Working Group I Contribution to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change
– volume: 80
  start-page: 43
  year: 2018
  ident: bb0145
  article-title: Elevated increases in human-perceived temperature under climate warming
  publication-title: Nat. Clim. Chang.
– volume: 2019
  start-page: 1
  year: 2019
  end-page: 35
  ident: bb0270
  article-title: Evaluation of the ERA5 reanalysis as a potential reference dataset for hydrological modeling over North-America
  publication-title: Hydrol. Earth Syst. Sci. Discuss.
– volume: 144
  start-page: 106
  year: 2016
  end-page: 116
  ident: bb0060
  article-title: Humidity: a review and primer on atmospheric moisture and human health
  publication-title: Environ. Res.
– volume: 46
  start-page: 6138
  year: 2019
  end-page: 6147
  ident: bb0095
  article-title: Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses
  publication-title: Geophys. Res. Lett.
– volume: 8
  start-page: 15531
  year: 2017
  ident: bb0275
  article-title: Extreme temperatures in Southeast Asia caused by El Niño and worsened by global warming
  publication-title: Nat. Commun.
– volume: 85
  start-page: 210
  year: 2004
  end-page: 211
  ident: bb0210
  article-title: Assessing “global warming” with surface heat content
  publication-title: Eos, Transactions of American Geophysical Union
– volume: 56
  start-page: 2621
  year: 2017
  end-page: 2636
  ident: bb0240
  article-title: Recent changes in U.S. regional heat wave characteristics in observations and reanalyses
  publication-title: J. Appl. Meteorol. Climatol.
– volume: 22
  start-page: 3515
  year: 2018
  ident: bb0005
  article-title: ERA-5 and ERA-Interim driven ISBA land surface model simulations: which one performs better?
  publication-title: Hydrol. Earth Syst. Sci.
– volume: 61
  start-page: 1935
  year: 2017
  end-page: 1944
  ident: bb0115
  article-title: Characterizing prolonged heat effects on mortality in a sub-tropical high-density city, Hong Kong
  publication-title: Int. J. Biometeorol.
– volume: 70
  start-page: 501
  year: 2017
  ident: bb0180
  article-title: Global risk of deadly heat
  publication-title: Nat. Clim. Chang.
– year: 2010
  ident: bb0225
  article-title: NCEP Climate Forecast System Reanalysis (CFSR) Selected Hourly Time-Series Products, January 1979 to December 2010
– volume: 30
  start-page: 398
  year: 2010
  ident: bb0080
  article-title: Consistent geographical patterns of changes in high-impact European heatwaves
  publication-title: Nat. Geosci.
– year: 2018
  ident: bb0190
  article-title: 79-year list of severe weather fatalities
– volume: 30
  start-page: 5151
  year: 2017
  end-page: 5165
  ident: bb0280
  article-title: SA-OBS: a daily gridded surface temperature and precipitation dataset for Southeast Asia
  publication-title: J. Clim.
– start-page: 1220
  year: 2017
  ident: bb0215
  article-title: Spatiotemporal patterns and synoptics of extreme wet-bulb temperature in the contiguous United States
  publication-title: J. Geophys. Res.: Atmos.
– volume: 121
  start-page: 41
  year: 2018
  end-page: 50
  ident: bb0130
  article-title: Mortality burden attributable to heatwaves in Thailand: a systematic assessment incorporating evidence-based lag structure
  publication-title: Environ. Int.
– volume: 123
  start-page: 11808
  year: 2018
  end-page: 11810
  ident: bb0250
  article-title: How important is humidity in heat stress?
  publication-title: J. Geophys. Res.: Atmos.
– start-page: 1110
  year: 2006
  ident: bb0010
  article-title: Global observed changes in daily climate extremes of temperature and precipitation
  publication-title: J. Geophys. Res.: Atmos.
– volume: 63
  start-page: 1379
  year: 1968
  end-page: 1389
  ident: bb0245
  article-title: Estimates of the regression coefficient based on Kendall’s tau
  publication-title: J. Am. Stat. Assoc.
– volume: 28
  start-page: 1905
  year: 2015
  end-page: 1919
  ident: bb0285
  article-title: Significant influences of global mean temperature and ENSO on extreme rainfall in Southeast Asia
  publication-title: J. Clim.
– year: 2018
  ident: bb0110
  article-title: What are the changes from ERA-Interim to ERA5?
– volume: 7
  start-page: 129
  year: 2019
  ident: bb0015
  article-title: Near-surface biases in ERA5 over the Canadian prairies
  publication-title: Frontiers in Environmental Science
– reference: . Accessed on 2019-01-30.
– volume: 157
  start-page: 734
  year: 2018
  end-page: 743
  ident: bb0150
  article-title: Linking residential electricity consumption and outdoor climate in a tropical city
  publication-title: Energy
– volume: 70
  start-page: 7477
  year: 2017
  ident: bb0220
  article-title: Humid heat waves at different warming levels
  publication-title: Sci. Rep.
– volume: 171
  start-page: 811
  year: 2018
  end-page: 819
  ident: bb0300
  article-title: Assessment of the economic impacts of heat waves: a case study of Nanjing, China
  publication-title: J. Clean. Prod.
– volume: 30
  start-page: 398
  issue: 6
  year: 2010
  ident: 10.1016/j.scitotenv.2020.137664_bb0080
  article-title: Consistent geographical patterns of changes in high-impact European heatwaves
  publication-title: Nat. Geosci.
  doi: 10.1038/ngeo866
– volume: 97
  start-page: S81
  issue: 12
  year: 2016
  ident: 10.1016/j.scitotenv.2020.137664_bb0290
  article-title: The deadly combination of heat and humidity in India and Pakistan in summer 2015
  publication-title: Bull. Am. Meteorol. Soc.
  doi: 10.1175/BAMS-D-16-0145.1
– volume: 85
  start-page: 210
  issue: 21
  year: 2004
  ident: 10.1016/j.scitotenv.2020.137664_bb0210
  article-title: Assessing “global warming” with surface heat content
  publication-title: Eos, Transactions of American Geophysical Union
  doi: 10.1029/2004EO210004
– volume: 22
  start-page: 3515
  issue: 6
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0005
  article-title: ERA-5 and ERA-Interim driven ISBA land surface model simulations: which one performs better?
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-22-3515-2018
– volume: 165
  start-page: 160
  issue: 0
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0135
  article-title: Projections of rising heat stress over the western Maritime Continent from dynamically downscaled climate simulations
  publication-title: Glob. Planet. Chang.
  doi: 10.1016/j.gloplacha.2018.02.014
– volume: 56
  start-page: 2653
  issue: 10
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0185
  article-title: Defining and predicting heat waves in Bangladesh
  publication-title: J. Appl. Meteorol. Climatol.
  doi: 10.1175/JAMC-D-17-0035.1
– volume: 51
  start-page: 2707
  issue: 0
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0160
  article-title: Synoptic characteristics, atmospheric controls, and long-term changes of heat waves over the Indochina peninsula
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-017-4038-6
– volume: 28
  start-page: 611
  issue: 5
  year: 2008
  ident: 10.1016/j.scitotenv.2020.137664_bb0050
  article-title: El Nino and Indian Ocean influences on Indonesian drought: implications for forecasting rainfall and crop productivity
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.1654
– volume: 56
  start-page: 2621
  issue: 9
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0240
  article-title: Recent changes in U.S. regional heat wave characteristics in observations and reanalyses
  publication-title: J. Appl. Meteorol. Climatol.
  doi: 10.1175/JAMC-D-16-0393.1
– volume: 19
  start-page: e856
  issue: 11
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0155
  article-title: Impacts of El Niño–Southern Oscillation on heat waves in the Indochina peninsula
  publication-title: Atmos. Sci. Lett.
  doi: 10.1002/asl.856
– volume: 63
  start-page: 1379
  issue: 324
  year: 1968
  ident: 10.1016/j.scitotenv.2020.137664_bb0245
  article-title: Estimates of the regression coefficient based on Kendall’s tau
  publication-title: J. Am. Stat. Assoc.
  doi: 10.1080/01621459.1968.10480934
– volume: 28
  start-page: 1905
  issue: 5
  year: 2015
  ident: 10.1016/j.scitotenv.2020.137664_bb0285
  article-title: Significant influences of global mean temperature and ENSO on extreme rainfall in Southeast Asia
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-14-00531.1
– volume: 30
  start-page: 5151
  issue: 14
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0280
  article-title: SA-OBS: a daily gridded surface temperature and precipitation dataset for Southeast Asia
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-16-0575.1
– volume: 2019
  start-page: 1
  issue: 0
  year: 2019
  ident: 10.1016/j.scitotenv.2020.137664_bb0270
  article-title: Evaluation of the ERA5 reanalysis as a potential reference dataset for hydrological modeling over North-America
  publication-title: Hydrol. Earth Syst. Sci. Discuss.
– volume: 89
  start-page: 193
  issue: 0
  year: 2016
  ident: 10.1016/j.scitotenv.2020.137664_bb0305
  article-title: Impact of heatwave on mortality under different heatwave definitions: a systematic review and meta-analysis
  publication-title: Environ. Int.
  doi: 10.1016/j.envint.2016.02.007
– volume: 42
  start-page: 33
  year: 2014
  ident: 10.1016/j.scitotenv.2020.137664_bb0035
  article-title: Exploring 167 years of vulnerability: an examination of extreme heat events in Australia 1844–2010
  publication-title: Environ. Sci. Pol.
  doi: 10.1016/j.envsci.2014.05.003
– volume: 39
  start-page: L20714
  issue: 20
  year: 2012
  ident: 10.1016/j.scitotenv.2020.137664_bb0200
  article-title: Increasing frequency, intensity and duration of observed global heatwaves and warm spells
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2012GL053361
– volume: 137
  start-page: 553
  issue: 656
  year: 2011
  ident: 10.1016/j.scitotenv.2020.137664_bb0065
  article-title: The ERA-Interim reanalysis: configuration and performance of the data assimilation system
  publication-title: Q. J. R. Meteorol. Soc.
  doi: 10.1002/qj.828
– volume: 31
  start-page: 791
  issue: 6
  year: 2011
  ident: 10.1016/j.scitotenv.2020.137664_bb0020
  article-title: Changes in temperature and precipitation extremes over the Indo-Pacific region from 1971 to 2005
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.2118
– volume: 70
  start-page: 12256
  issue: 1
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0205
  article-title: Changes in regional heatwave characteristics as a function of increasing global temperature
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-017-12520-2
– volume: 46
  start-page: 1151
  issue: 3–4
  year: 2016
  ident: 10.1016/j.scitotenv.2020.137664_bb0100
  article-title: North American extreme temperature events and related large scale meteorological patterns: a review of statistical methods, dynamics, modeling, and trends
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-015-2638-6
– volume: 37
  start-page: 696
  issue: 0
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0260
  article-title: Characteristics of precipitation extremes in Malaysia associated with El Niño and La Niña events
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.5032
– volume: 124
  start-page: 9423
  issue: 16
  year: 2019
  ident: 10.1016/j.scitotenv.2020.137664_bb0165
  article-title: Does ERA-5 outperform other reanalysis products for hydrologic applications in India?
  publication-title: J. Geophys. Res.: Atmos.
  doi: 10.1029/2019JD031155
– volume: 19
  start-page: 3097
  issue: 5
  year: 2019
  ident: 10.1016/j.scitotenv.2020.137664_bb0120
  article-title: From ERA-Interim to ERA5: the considerable impact of ECMWF’s next-generation reanalysis on Lagrangian transport simulations
  publication-title: Atmos. Chem. Phys.
  doi: 10.5194/acp-19-3097-2019
– start-page: 1110
  issue: D5
  year: 2006
  ident: 10.1016/j.scitotenv.2020.137664_bb0010
  article-title: Global observed changes in daily climate extremes of temperature and precipitation
  publication-title: J. Geophys. Res.: Atmos.
– volume: 46
  start-page: 6138
  issue: 11
  year: 2019
  ident: 10.1016/j.scitotenv.2020.137664_bb0095
  article-title: Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2019GL082781
– volume: 61
  start-page: 1935
  issue: 11
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0115
  article-title: Characterizing prolonged heat effects on mortality in a sub-tropical high-density city, Hong Kong
  publication-title: Int. J. Biometeorol.
  doi: 10.1007/s00484-017-1383-4
– volume: 38
  start-page: 3013
  issue: 7
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0030
  article-title: Observed and modelled temperature and precipitation extremes over Southeast Asia from 1972 to 2010
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.5479
– ident: 10.1016/j.scitotenv.2020.137664_bb0045
– volume: 30
  start-page: 5419
  issue: 14
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0085
  article-title: The modern-era retrospective analysis for research and applications, version 2 (MERRA-2)
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-16-0758.1
– volume: 8
  start-page: 15531
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0275
  article-title: Extreme temperatures in Southeast Asia caused by El Niño and worsened by global warming
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms15531
– volume: 13
  start-page: 14001
  issue: 1
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0040
  article-title: Temperature and humidity based projections of a rapid rise in global heat stress exposure during the 21st century
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/aaa00e
– volume: 171
  start-page: 811
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0300
  article-title: Assessment of the economic impacts of heat waves: a case study of Nanjing, China
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2017.10.069
– volume: 70
  start-page: 7477
  issue: 1
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0220
  article-title: Humid heat waves at different warming levels
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-017-07536-7
– volume: 35
  start-page: L14S07
  issue: 14
  year: 2008
  ident: 10.1016/j.scitotenv.2020.137664_bb0265
  article-title: On the roles of the northeast cold surge, the Borneo vortex, the Madden-Julian Oscillation, and the Indian Ocean Dipole during the extreme 2006/2007 flood in southern Peninsular Malaysia
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2008GL033429
– volume: 121
  start-page: 41
  issue: 0
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0130
  article-title: Mortality burden attributable to heatwaves in Thailand: a systematic assessment incorporating evidence-based lag structure
  publication-title: Environ. Int.
  doi: 10.1016/j.envint.2018.08.058
– volume: 157
  start-page: 734
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0150
  article-title: Linking residential electricity consumption and outdoor climate in a tropical city
  publication-title: Energy
  doi: 10.1016/j.energy.2018.05.192
– volume: 32
  start-page: 161
  issue: 2
  year: 2012
  ident: 10.1016/j.scitotenv.2020.137664_bb0295
  article-title: Exceedance of heat index thresholds for 15 regions under a warming climate using the wet-bulb globe temperature
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.2257
– volume: 26
  start-page: 4500
  issue: 13
  year: 2013
  ident: 10.1016/j.scitotenv.2020.137664_bb0195
  article-title: On the measurement of heat waves
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-12-00383.1
– ident: 10.1016/j.scitotenv.2020.137664_bb0110
– volume: 22
  start-page: 3786
  issue: 13
  year: 2009
  ident: 10.1016/j.scitotenv.2020.137664_bb0125
  article-title: The extreme cold anomaly over Southeast Asia in February 2008: roles of ISO and ENSO
  publication-title: J. Clim.
  doi: 10.1175/2009JCLI2864.1
– volume: 7
  start-page: 129
  year: 2019
  ident: 10.1016/j.scitotenv.2020.137664_bb0015
  article-title: Near-surface biases in ERA5 over the Canadian prairies
  publication-title: Frontiers in Environmental Science
  doi: 10.3389/fenvs.2019.00129
– start-page: 1220
  issue: 24
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0215
  article-title: Spatiotemporal patterns and synoptics of extreme wet-bulb temperature in the contiguous United States
  publication-title: J. Geophys. Res.: Atmos.
– volume: 60
  start-page: 128
  issue: 2
  year: 2016
  ident: 10.1016/j.scitotenv.2020.137664_bb0235
  article-title: The worst heat waves to come
  publication-title: Nat. Clim. Chang.
  doi: 10.1038/nclimate2864
– volume: 130
  start-page: 245
  issue: 3
  year: 1945
  ident: 10.1016/j.scitotenv.2020.137664_bb0170
  article-title: Nonparametric tests against trend
  publication-title: Econometrica
  doi: 10.2307/1907187
– ident: 10.1016/j.scitotenv.2020.137664_bb0190
– volume: 58
  start-page: 365
  issue: 2
  year: 2019
  ident: 10.1016/j.scitotenv.2020.137664_bb0105
  article-title: Observed rainfall trends over Singapore and the Maritime Continent from the perspective of regional-scale weather regimes
  publication-title: J. Appl. Meteorol. Climatol.
  doi: 10.1175/JAMC-D-18-0136.1
– volume: 401
  start-page: 360
  issue: 0
  year: 1999
  ident: 10.1016/j.scitotenv.2020.137664_bb0230
  article-title: A dipole mode in the tropical Indian Ocean
  publication-title: Nature
  doi: 10.1038/43854
– volume: 21
  start-page: 269
  issue: 3
  year: 2001
  ident: 10.1016/j.scitotenv.2020.137664_bb0175
  article-title: Trends in extreme daily rainfall and temperature in Southeast Asia and the South Pacific: 1961–1998
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.610
– volume: 44
  start-page: 388
  issue: 3
  year: 2006
  ident: 10.1016/j.scitotenv.2020.137664_bb0075
  article-title: Thermal comfort and the heat stress indices
  publication-title: Ind. Health
  doi: 10.2486/indhealth.44.388
– volume: 80
  start-page: 43
  issue: 1
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0145
  article-title: Elevated increases in human-perceived temperature under climate warming
  publication-title: Nat. Clim. Chang.
  doi: 10.1038/s41558-017-0036-2
– volume: 136
  start-page: 2764
  issue: 7
  year: 2008
  ident: 10.1016/j.scitotenv.2020.137664_bb0055
  article-title: An efficient and accurate method for computing the wet-bulb temperature along pseudoadiabats
  publication-title: Mon. Weather Rev.
  doi: 10.1175/2007MWR2224.1
– volume: 107
  start-page: 9552
  issue: 21
  year: 2010
  ident: 10.1016/j.scitotenv.2020.137664_bb0255
  article-title: An adaptability limit to climate change due to heat stress
  publication-title: Proc. Natl. Acad. Sci.
  doi: 10.1073/pnas.0913352107
– volume: 123
  start-page: 11808
  issue: 21
  year: 2018
  ident: 10.1016/j.scitotenv.2020.137664_bb0250
  article-title: How important is humidity in heat stress?
  publication-title: J. Geophys. Res.: Atmos.
  doi: 10.1029/2018JD028969
– volume: 92
  start-page: 299
  issue: 3–4
  year: 2009
  ident: 10.1016/j.scitotenv.2020.137664_bb0090
  article-title: Associations between elevated atmospheric temperature and human mortality: a critical review of the literature
  publication-title: Clim. Chang.
  doi: 10.1007/s10584-008-9441-x
– year: 2010
  ident: 10.1016/j.scitotenv.2020.137664_bb0225
– volume: 30
  start-page: 563
  issue: 6
  year: 2013
  ident: 10.1016/j.scitotenv.2020.137664_bb0070
  article-title: Reductions in labour capacity from heat stress under climate warming
  publication-title: Nat. Clim. Chang.
  doi: 10.1038/nclimate1827
– volume: 144
  start-page: 106
  year: 2016
  ident: 10.1016/j.scitotenv.2020.137664_bb0060
  article-title: Humidity: a review and primer on atmospheric moisture and human health
  publication-title: Environ. Res.
  doi: 10.1016/j.envres.2015.10.014
– year: 2007
  ident: 10.1016/j.scitotenv.2020.137664_bb0140
– year: 2020
  ident: 10.1016/j.scitotenv.2020.137664_bb0025
  article-title: Significant contribution of mesoscale overturning to tropical mass and energy transport revealed by the ERA5 reanalysis
  publication-title: Geophys. Res. Lett.
– volume: 70
  start-page: 501
  issue: 7
  year: 2017
  ident: 10.1016/j.scitotenv.2020.137664_bb0180
  article-title: Global risk of deadly heat
  publication-title: Nat. Clim. Chang.
  doi: 10.1038/nclimate3322
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Snippet In tropics, especially Southeast Asia (SEA), heat wave (HW) research is seriously scarce although several global studies have projected this region to be...
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StartPage 137664
SubjectTerms climate change
Climate extreme
El Nino
ERA5
heat
Heat stress
humidity
Indian Ocean
Indochina
night temperature
Reanalysis
South East Asia
tropics
Wet-bulb temperature
Title Heat wave trends in Southeast Asia during 1979–2018: The impact of humidity
URI https://dx.doi.org/10.1016/j.scitotenv.2020.137664
https://www.ncbi.nlm.nih.gov/pubmed/32182463
https://www.proquest.com/docview/2378879514
https://www.proquest.com/docview/2400439866
Volume 721
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