Assessing current and future trends of climate extremes across Brazil based on reanalyses and earth system model projections

Brazil experiences extreme weather and climate events that cause numerous economic and social losses, and according to climate change projections, these events will increase in intensity and frequency over this century.This study adds to the body of research on Brazil’s climate change by analyzing t...

Full description

Saved in:
Bibliographic Details
Published inClimate dynamics Vol. 55; no. 5-6; pp. 1403 - 1426
Main Authors Avila-Diaz, Alvaro, Benezoli, Victor, Justino, Flavio, Torres, Roger, Wilson, Aaron
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.09.2020
Springer
Springer Nature B.V
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Brazil experiences extreme weather and climate events that cause numerous economic and social losses, and according to climate change projections, these events will increase in intensity and frequency over this century.This study adds to the body of research on Brazil’s climate change by analyzing the historical patterns and projected changes in temperature and precipitation extremes across Brazil using the World Climate Research Program’s Expert Team on Climate Change Detection and Indices framework. This novel approach analyzes climate extreme events over the past four decades (1980–2016) using multiple gridded observation and reanalysis datasets. Furthermore, future changes in climate extremes are analyzed from 20 downscaled Earth System Models (ESMs) at high horizontal resolution (0.25° of latitude/longitude), under two representative concentration pathway scenarios (RCP4.5 and RCP8.5). Projected changes in the extreme indices are analyzed over mid-twenty-first century (2046–2065) and end-of-twenty-first century (2081–2100) relative to the reference period 1986–2005. Results show consistent warming patterns with increasing (decreasing) trends in warm (cold) extremes in the historical datasets. A similar but more intense warm pattern is projected in the mid and end of the twenty-first century. For precipitation indices, observations show an increase in consecutive dry days and a reduction of consecutive wet days over almost all Brazil. The frequency and intensity of extremely wet days over Brazil are expected to increase according to future scenarios. Designing effective adaptation and mitigation measures in response to changes in climate extremes events depends on this improved understanding of how conditions have and are likely to change in the future at regional scales.
AbstractList Brazil experiences extreme weather and climate events that cause numerous economic and social losses, and according to climate change projections, these events will increase in intensity and frequency over this century.This study adds to the body of research on Brazil's climate change by analyzing the historical patterns and projected changes in temperature and precipitation extremes across Brazil using the World Climate Research Program's Expert Team on Climate Change Detection and Indices framework. This novel approach analyzes climate extreme events over the past four decades (1980-2016) using multiple gridded observation and reanalysis datasets. Furthermore, future changes in climate extremes are analyzed from 20 downscaled Earth System Models (ESMs) at high horizontal resolution (0.25° of latitude/longitude), under two representative concentration pathway scenarios (RCP4.5 and RCP8.5). Projected changes in the extreme indices are analyzed over mid-twenty-first century (2046-2065) and end-of-twenty-first century (2081-2100) relative to the reference period 1986-2005. Results show consistent warming patterns with increasing (decreasing) trends in warm (cold) extremes in the historical datasets. A similar but more intense warm pattern is projected in the mid and end of the twenty-first century. For precipitation indices, observations show an increase in consecutive dry days and a reduction of consecutive wet days over almost all Brazil. The frequency and intensity of extremely wet days over Brazil are expected to increase according to future scenarios. Designing effective adaptation and mitigation measures in response to changes in climate extremes events depends on this improved understanding of how conditions have and are likely to change in the future at regional scales.
Audience Academic
Author Justino, Flavio
Avila-Diaz, Alvaro
Benezoli, Victor
Wilson, Aaron
Torres, Roger
Author_xml – sequence: 1
  givenname: Alvaro
  orcidid: 0000-0002-0404-4559
  surname: Avila-Diaz
  fullname: Avila-Diaz, Alvaro
  email: alvaroaviladiaz@outlook.com
  organization: Department of Agricultural Engineering, Universidade Federal de Viçosa
– sequence: 2
  givenname: Victor
  orcidid: 0000-0002-6682-1835
  surname: Benezoli
  fullname: Benezoli, Victor
  organization: Department of Agricultural Engineering, Universidade Federal de Viçosa
– sequence: 3
  givenname: Flavio
  orcidid: 0000-0003-0929-1388
  surname: Justino
  fullname: Justino, Flavio
  organization: Department of Agricultural Engineering, Universidade Federal de Viçosa
– sequence: 4
  givenname: Roger
  orcidid: 0000-0002-5684-3125
  surname: Torres
  fullname: Torres, Roger
  organization: Natural Resources Institute, Universidade Federal de Itajubá
– sequence: 5
  givenname: Aaron
  orcidid: 0000-0002-3019-5182
  surname: Wilson
  fullname: Wilson, Aaron
  organization: Byrd Polar and Climate Research Center, The Ohio State University
BookMark eNp9kt2LEzEUxYOsYLf6D_gUEEQfZs0kmU76uC5-LCwIfjyHNLlpp2SSNTcDtvjHm7aCdh-WPAwcfucmc869JBcxRSDkZcuuWsb6d8iYULxhnDWsE0I0-ydk1kpRJbWUF2TGloI1fdd3z8gl4paxVi56PiO_rxEBcYhraqecIRZqoqN-KlMGWqrgkCZPbRhGU4DCr6qNgNTYnBDp-2z2Q6Arg-BoijSDiSbs8EDUOWBy2VDcYYGRjslBoPc5bcGWIUV8Tp56ExBe_P3OyY-PH77ffG7uvny6vbm-a6zsFqVZCWelNV4Z1QkvWd8qgKV0nepWjHdOcC8483zlpeqcNCslW896Zd2CMeZAzMmb09x6988JsOhxQAshmAhpQs27XgqhWsEr-uoBuk1Trr9UKVk53qsa5Zxcnai1CaCH6FPJxtbjYBxsrcYPVb9eiFpIy-rgOXl7ZqhMqVGuzYSob799PWdf_8duwISywRSmY2TnoDqBxyoyeG2HYg5Yfc0QdMv0YTn0aTl0tenjcuh9tfIH1vtcC867x03iZMIKxzXkf9k84voDFRnOvA
CitedBy_id crossref_primary_10_1016_j_catena_2021_105308
crossref_primary_10_1007_s00704_024_05051_0
crossref_primary_10_1007_s00704_020_03512_w
crossref_primary_10_1002_joc_7322
crossref_primary_10_1007_s00704_024_04942_6
crossref_primary_10_1016_j_atmosres_2020_105299
crossref_primary_10_1080_02626667_2022_2075267
crossref_primary_10_1038_s41598_024_73769_y
crossref_primary_10_1007_s00382_020_05272_9
crossref_primary_10_1016_j_agsy_2021_103130
crossref_primary_10_1038_s41598_023_32722_1
crossref_primary_10_1080_02626667_2021_1899182
crossref_primary_10_1016_j_wace_2022_100511
crossref_primary_10_1007_s00382_021_05918_2
crossref_primary_10_1111_rec_70041
crossref_primary_10_3390_hydrology10100204
crossref_primary_10_55761_abclima_v34i20_17774
crossref_primary_10_1002_joc_7773
crossref_primary_10_1007_s10113_023_02042_1
crossref_primary_10_3390_atmos14091380
crossref_primary_10_1002_joc_7572
crossref_primary_10_1002_joc_7731
crossref_primary_10_1002_joc_8385
crossref_primary_10_1016_j_renene_2022_05_029
crossref_primary_10_1002_joc_8100
crossref_primary_10_1029_2021GL097231
crossref_primary_10_1002_joc_7650
crossref_primary_10_3390_atmos14091388
crossref_primary_10_1038_s43247_022_00528_0
crossref_primary_10_1007_s00382_022_06657_8
crossref_primary_10_1002_hyp_14638
crossref_primary_10_1007_s10346_024_02410_w
crossref_primary_10_55761_abclima_v32i19_16693
crossref_primary_10_1007_s00704_023_04665_0
crossref_primary_10_1007_s40899_022_00711_3
crossref_primary_10_1016_j_jaridenv_2021_104593
crossref_primary_10_1007_s41748_024_00450_9
crossref_primary_10_1016_j_uclim_2025_102337
crossref_primary_10_55761_abclima_v32i19_16411
crossref_primary_10_1038_s43247_025_02134_2
crossref_primary_10_5897_IJWREE2024_1074
crossref_primary_10_1016_j_jhydrol_2021_126897
crossref_primary_10_56083_RCV3N4_018
crossref_primary_10_1038_s41598_023_42930_4
crossref_primary_10_3390_w16101459
crossref_primary_10_1007_s00484_023_02606_0
crossref_primary_10_1016_j_foreco_2022_120053
crossref_primary_10_1002_joc_8158
crossref_primary_10_3390_atmos14111646
crossref_primary_10_3390_cli12030042
crossref_primary_10_1007_s00382_024_07529_z
crossref_primary_10_3354_cr01694
crossref_primary_10_3390_earth5040043
crossref_primary_10_1002_joc_7940
crossref_primary_10_1007_s41748_022_00337_7
crossref_primary_10_1016_j_atmosres_2025_107932
crossref_primary_10_1016_j_atmosres_2022_106122
crossref_primary_10_3389_fclim_2020_587126
crossref_primary_10_1002_joc_7782
crossref_primary_10_1002_joc_7624
crossref_primary_10_1016_j_ecohyd_2023_06_004
crossref_primary_10_1007_s10666_021_09810_5
crossref_primary_10_2166_aqua_2023_168
crossref_primary_10_1590_0102_77863710081
crossref_primary_10_1007_s00704_021_03841_4
crossref_primary_10_1016_j_landusepol_2023_106862
crossref_primary_10_3390_cli11070135
crossref_primary_10_3390_atmos14081276
crossref_primary_10_26848_rbgf_v17_2_p1283_1308
crossref_primary_10_3390_rs13214393
crossref_primary_10_1002_joc_8561
crossref_primary_10_3390_atmos14030426
crossref_primary_10_1002_joc_7759
crossref_primary_10_5194_hess_25_3105_2021
crossref_primary_10_1002_joc_7119
crossref_primary_10_1007_s10750_024_05632_0
crossref_primary_10_1029_2020RG000728
crossref_primary_10_3390_su15054251
crossref_primary_10_4236_epe_2024_164008
crossref_primary_10_3390_atmos11111207
crossref_primary_10_1002_cli2_11
crossref_primary_10_1080_02626667_2023_2192874
crossref_primary_10_1111_oik_10764
crossref_primary_10_1590_1809_4422asoc0125r1vu27l2oa
crossref_primary_10_3389_fhumd_2023_1138277
Cites_doi 10.1002/wcc.81
10.1007/s10584-016-1665-6
10.1590/1809-4422asoc20180011r3vu2020l1ao
10.1175/2010waf2222325.1
10.4236/ajcc.2014.34031
10.4236/ajcc.2014.35043
10.1007/s00704-019-02921-w
10.1007/s00704-016-1840-8
10.1002/joc.1863
10.1029/2011GL049863
10.5923/s.ajee.201501.12
10.1002/jgrd.50305
10.1175/1525-7541(2001)002<0036:GPAODD>2.0.CO;2
10.1007/s10584-009-9742-8
10.1029/2018JD028821
10.1029/2018GL079567
10.1002/joc.4840
10.1175/JAMC-D-19-0181.1
10.1007/s00704-007-0348-7
10.1007/s12665-014-3301-y
10.3354/cr01393
10.1007/s00382-020-05272-9
10.1007/s00704-016-1865-z
10.1590/0102-7786324008
10.1002/joc.2419
10.1016/j.wace.2014.10.001
10.1038/s41598-019-52277-4
10.1002/wcc.220
10.1002/joc.6265
10.1007/s10584-019-02459-w
10.1007/s11069-016-2705-2
10.1175/JCLI3790.1
10.1007/s00382-019-04900-3
10.1002/joc.4005
10.1002/jgrd.50799
10.1016/j.wace.2015.09.004
10.1002/jgrd.50150
10.1029/2006GL028946
10.1002/joc.4831
10.3390/w11020379
10.1007/s00484-015-1009-7
10.1002/joc.4518
10.1002/joc.4792
10.1175/BAMS-D-12-00109.1
10.1007/s00382-013-1915-5
10.5194/hess-21-589-2017
10.3389/feart.2018.00228
10.1088/1748-9326/aaafd6
10.1002/2014GB005080
10.1007/s00703-018-0627-0
10.1007/s10113-019-01580-x
10.1038/srep12004
10.1016/j.gloenvcha.2019.05.007
10.1002/joc.5294
10.4236/ojmh.2014.41002
10.1175/JCLI-D-13-00423.1
10.1016/j.wace.2017.02.001
10.1155/2017/2956373
10.1038/s41558-018-0315-6
10.1088/1748-9326/4/1/014013
10.5194/acp-19-3097-2019
10.5194/hess-16-4661-2012
10.1007/s00382-019-04990-z
10.1196/annals.1446.010
10.2307/1907187
10.1175/BAMS-D-13-00043.1
10.13031/2013.23153
10.1002/joc.5829
10.1029/2010JD015541
10.1002/wcc.147
10.1002/joc.5956
10.1007/s00704-018-2667-2
10.1038/s41598-019-44614-4
10.1016/j.agrformet.2016.07.005
10.1038/nclimate2051
10.1007/s00704-018-2392-x
10.1016/j.scitotenv.2019.01.290
10.1002/asl.803
10.1007/s00704-017-2067-z
10.1038/nature06025
10.1175/1520-0442(2002)015<0502:ADOROS>2.0.CO;2
10.1016/S0022-1694(01)00594-7
10.1002/qj.828
10.1038/nclimate2941
10.1016/j.atmosres.2017.05.005
10.5194/hess-21-6201-2017
10.5194/hess-23-207-2019
10.1007/s11069-017-3079-9
10.1175/JCLI-D-18-0600.1
10.4215/rm2018.e17025
10.1029/2008JD010761
10.1038/nclimate1633
10.1111/nyas.14307
10.1016/j.scitotenv.2018.03.256
10.1175/1520-0477(2006)87[1095:DPGFSA]2.0.CO;2
10.1002/joc.3711
10.1007/s10584-016-1635-z
10.1175/JCLI3695.1
10.1175/JCLI-D-13-00761.1
10.1175/BAMS-D-17-0138.1
10.1098/rsta.2016.0452
10.1175/2008JHM887.1
10.5194/esd-10-73-2019
10.1002/asl2.484
10.1007/s10584-012-0504-7
10.1002/jgrd.50188
10.1175/JHM-D-16-0201.1
10.1038/s41598-017-08298-y
10.3390/w12010216
10.1002/2016GL068509
10.1002/joc.6175
10.1007/s00704-018-2396-6
10.1088/1748-9326/11/11/114029
10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2
10.2307/2285891
10.5194/hess-17-705-2013
10.1016/j.wace.2015.10.007
10.4236/ajcc.2013.24024
10.1175/1520-0442(1999)012<2451:EOCSMP>2.0.CO;2
10.1175/JCLI-D-13-00405.1
10.5194/hess-16-3309-2012
10.4236/ajcc.2013.21003
10.1016/j.gloplacha.2012.11.004
10.4236/jwarp.2016.82022
10.1175/JHM560.1
10.1175/JCLI-D-17-0683.1
ContentType Journal Article
Copyright Springer-Verlag GmbH Germany, part of Springer Nature 2020
COPYRIGHT 2020 Springer
Springer-Verlag GmbH Germany, part of Springer Nature 2020.
Copyright_xml – notice: Springer-Verlag GmbH Germany, part of Springer Nature 2020
– notice: COPYRIGHT 2020 Springer
– notice: Springer-Verlag GmbH Germany, part of Springer Nature 2020.
DBID AAYXX
CITATION
ISR
3V.
7TG
7TN
7UA
7XB
88F
88I
8FK
ABUWG
AEUYN
AFKRA
ATCPS
AZQEC
BENPR
BHPHI
BKSAR
C1K
CCPQU
DWQXO
F1W
GNUQQ
H96
HCIFZ
KL.
L.G
M1Q
M2P
PATMY
PCBAR
PHGZM
PHGZT
PKEHL
PQEST
PQQKQ
PQUKI
PYCSY
Q9U
7S9
L.6
DOI 10.1007/s00382-020-05333-z
DatabaseName CrossRef
Gale In Context: Science
ProQuest Central (Corporate)
Meteorological & Geoastrophysical Abstracts
Oceanic Abstracts
Water Resources Abstracts
ProQuest Central (purchase pre-March 2016)
Military Database (Alumni Edition)
Science Database (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
Agricultural & Environmental Science Collection
ProQuest Central Essentials
Text complet a ProQuest Central
Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
Environmental Sciences and Pollution Management
ProQuest One
ProQuest Central
ASFA: Aquatic Sciences and Fisheries Abstracts
ProQuest Central Student
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
ProQuest SciTech Premium Collection
Meteorological & Geoastrophysical Abstracts - Academic
Aquatic Science & Fisheries Abstracts (ASFA) Professional
Military Database
Science Database
Environmental Science Database
Earth, Atmospheric & Aquatic Science Database
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
Environmental Science Collection
ProQuest Central Basic
AGRICOLA
AGRICOLA - Academic
DatabaseTitle CrossRef
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Military Collection
Water Resources Abstracts
Environmental Sciences and Pollution Management
ProQuest Central
Earth, Atmospheric & Aquatic Science Collection
ProQuest One Sustainability
Meteorological & Geoastrophysical Abstracts
Oceanic Abstracts
Natural Science Collection
ProQuest Central Korea
Agricultural & Environmental Science Collection
ProQuest Central (New)
ProQuest Science Journals (Alumni Edition)
ProQuest Central Basic
ProQuest Science Journals
ProQuest One Academic Eastern Edition
Earth, Atmospheric & Aquatic Science Database
ProQuest Military Collection (Alumni Edition)
Environmental Science Collection
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
ProQuest One Academic UKI Edition
ASFA: Aquatic Sciences and Fisheries Abstracts
Environmental Science Database
ProQuest One Academic
Meteorological & Geoastrophysical Abstracts - Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList
AGRICOLA
Aquatic Science & Fisheries Abstracts (ASFA) Professional


Database_xml – sequence: 1
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Meteorology & Climatology
Oceanography
Economics
EISSN 1432-0894
EndPage 1426
ExternalDocumentID A630201081
10_1007_s00382_020_05333_z
GeographicLocations Brazil
GeographicLocations_xml – name: Brazil
GroupedDBID -5A
-5G
-5~
-BR
-EM
-Y2
-~C
.86
.VR
06D
0R~
0VY
199
1N0
1SB
2.D
203
28-
29B
2J2
2JN
2JY
2KG
2KM
2LR
2P1
2VQ
2XV
2~H
30V
3V.
4.4
406
408
409
40D
40E
5GY
5QI
5VS
67M
67Z
6NX
78A
7XC
88I
8FE
8FH
8TC
8UJ
95-
95.
95~
96X
AAAVM
AABHQ
AACDK
AAHBH
AAHNG
AAIAL
AAJBT
AAJKR
AANZL
AARHV
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAYIU
AAYQN
AAYTO
AAYZH
ABAKF
ABBBX
ABBXA
ABDBF
ABDZT
ABECU
ABFTV
ABHLI
ABHQN
ABJNI
ABJOX
ABKCH
ABKTR
ABLJU
ABMNI
ABMQK
ABNWP
ABQBU
ABQSL
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABUWG
ABWNU
ABXPI
ACAOD
ACBXY
ACDTI
ACGFS
ACGOD
ACHSB
ACHXU
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACPIV
ACSNA
ACUHS
ACZOJ
ADHHG
ADHIR
ADIMF
ADINQ
ADKNI
ADKPE
ADRFC
ADTPH
ADURQ
ADYFF
ADZKW
AEBTG
AEFIE
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AEMSY
AENEX
AEOHA
AEPYU
AESKC
AETLH
AEUYN
AEVLU
AEXYK
AFBBN
AFEXP
AFGCZ
AFKRA
AFLOW
AFQWF
AFRAH
AFWTZ
AFZKB
AGAYW
AGDGC
AGGDS
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHYZX
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AJBLW
AJRNO
AJZVZ
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMXSW
AMYLF
AMYQR
AOCGG
ARMRJ
ASPBG
ATCPS
AVWKF
AXYYD
AYJHY
AZFZN
AZQEC
B-.
B0M
BA0
BBWZM
BDATZ
BENPR
BGNMA
BHPHI
BKSAR
BPHCQ
BSONS
CAG
CCPQU
COF
CS3
CSCUP
D1K
DDRTE
DL5
DNIVK
DPUIP
DU5
DWQXO
EAD
EAP
EAS
EBLON
EBS
EIOEI
EJD
EMK
EPL
ESBYG
ESX
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ6
GQ7
GQ8
GXS
H13
HCIFZ
HF~
HG5
HG6
HMJXF
HQYDN
HRMNR
HVGLF
HZ~
I-F
I09
IAO
IEP
IFM
IHE
IHR
IHW
IJ-
IKXTQ
ISR
ITC
ITM
IWAJR
IXC
IZIGR
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JCJTX
JZLTJ
K6-
KDC
KOV
KOW
LAS
LK5
LLZTM
M1Q
M2P
M4Y
M7R
MA-
N2Q
NB0
NDZJH
NPVJJ
NQJWS
NU0
O9-
O93
O9G
O9I
O9J
OAM
P19
PATMY
PCBAR
PF0
PQQKQ
PROAC
PT4
PT5
PYCSY
Q2X
QOK
QOS
R4E
R89
R9I
RHV
RIG
RNI
RNS
ROL
RPX
RSV
RZK
S16
S1Z
S26
S27
S28
S3B
SAP
SCK
SCLPG
SDH
SDM
SEV
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
T16
TSG
TSK
TSV
TUC
TUS
U2A
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W23
W48
WK6
WK8
YLTOR
Z45
Z5O
Z7R
Z7Y
Z7Z
Z81
Z83
Z86
Z88
Z8M
Z8S
Z8T
Z8U
Z8W
Z92
ZMTXR
~02
~8M
~EX
~KM
AAPKM
AAYXX
ABBRH
ABDBE
ABFSG
ACSTC
ADHKG
AEZWR
AFDZB
AFHIU
AFOHR
AGQPQ
AHPBZ
AHWEU
AIXLP
ATHPR
AYFIA
CITATION
PHGZM
PHGZT
AEIIB
PMFND
7TG
7TN
7UA
7XB
8FK
ABRTQ
C1K
F1W
H96
KL.
L.G
PKEHL
PQEST
PQUKI
Q9U
7S9
L.6
ID FETCH-LOGICAL-c456t-b3dc4caf8a853f40718ee94d585b025d32f320f2bf485d4ab841f078cd6000de3
IEDL.DBID U2A
ISSN 0930-7575
IngestDate Tue Aug 05 10:07:35 EDT 2025
Fri Jul 25 09:03:22 EDT 2025
Tue Jun 10 20:41:33 EDT 2025
Fri Jun 27 04:59:34 EDT 2025
Thu May 22 21:18:10 EDT 2025
Thu Apr 24 22:59:22 EDT 2025
Tue Jul 01 01:29:26 EDT 2025
Fri Feb 21 02:33:46 EST 2025
IsPeerReviewed true
IsScholarly true
Issue 5-6
Keywords Scenarios
ETCCDI
Climate trends
CMIP5 models
Downscaling
Hydrological basins
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c456t-b3dc4caf8a853f40718ee94d585b025d32f320f2bf485d4ab841f078cd6000de3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0002-0404-4559
0000-0003-0929-1388
0000-0002-6682-1835
0000-0002-5684-3125
0000-0002-3019-5182
PQID 2425727809
PQPubID 54165
PageCount 24
ParticipantIDs proquest_miscellaneous_2574338132
proquest_journals_2425727809
gale_infotracacademiconefile_A630201081
gale_incontextgauss_ISR_A630201081
gale_healthsolutions_A630201081
crossref_citationtrail_10_1007_s00382_020_05333_z
crossref_primary_10_1007_s00382_020_05333_z
springer_journals_10_1007_s00382_020_05333_z
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20200900
2020-09-00
20200901
PublicationDateYYYYMMDD 2020-09-01
PublicationDate_xml – month: 9
  year: 2020
  text: 20200900
PublicationDecade 2020
PublicationPlace Berlin/Heidelberg
PublicationPlace_xml – name: Berlin/Heidelberg
– name: Heidelberg
PublicationSubtitle Observational, Theoretical and Computational Research on the Climate System
PublicationTitle Climate dynamics
PublicationTitleAbbrev Clim Dyn
PublicationYear 2020
Publisher Springer Berlin Heidelberg
Springer
Springer Nature B.V
Publisher_xml – name: Springer Berlin Heidelberg
– name: Springer
– name: Springer Nature B.V
References Bezerra, Silva, Santos e Silva, de Carvalho (CR20) 2019; 135
Almeida, Oliveira-Júnior, Delgado (CR7) 2017; 37
Darela-Filho, Lapola, Torres, Lemos (CR34) 2016; 136
Dai (CR31) 2011; 2
Chaney, Sheffield, Villarini, Wood (CR24) 2014; 27
Santos, Fonseca, Fragoso, Santos (CR111) 2019; 137
López-Franca, Zaninelli, Carril (CR81) 2016; 68
Oliveira, Silva, Lima (CR99) 2014; 15
Mora, Spirandelli, Franklin (CR91) 2018; 8
Rusticucci, Marengo, Penalba, Renom (CR110) 2010; 98
Thrasher, Maurer, McKellar, Duffy (CR123) 2012; 16
Zhang, Zwiers, Hegerl (CR134) 2007; 448
Lin, Wang, Xu (CR78) 2018; 123
Karam, Bras (CR72) 2008; 9
Cornes, Jones (CR27) 2013; 118
Dufek, Ambrizzi, Da Rocha (CR47) 2008; 1146
Betts, Alfieri, Bradshaw (CR19) 2018; 376
Beck, Wood, Pan (CR16) 2019; 100
Yue, Pilon, Cavadias (CR131) 2002; 259
Aerenson, Tebaldi, Sanderson, Lamarque (CR2) 2018; 13
Sheffield, Goteti, Wood (CR114) 2006; 19
Kalnay, Kanamitsu, Kistler (CR71) 1996; 77
Di Giulio, Torres, Lapola (CR40) 2019; 19
Amorim, Barfus, Weiss, Bernhofer (CR8) 2014; 72
Beck, Van Dijk, Levizzani (CR14) 2017; 21
Souza, Correa, Torres, Silva (CR121) 2020; 23
Willmott, Robeson, Matsuura (CR126) 2012; 32
Norris, Chen, Neelin (CR98) 2019; 32
Ongoma, Chen, Gao (CR101) 2019; 135
Schoof, Robeson (CR112) 2016; 11
Dai, Trenberth, Karl (CR33) 1999; 12
Jong, Augusto, Tanajura (CR69) 2018; 634
CR133
Silva, Dereczynski, Chou, Cavalcanti (CR117) 2014; 03
Wasko, Sharma, Westra (CR125) 2016; 43
Zilli, Carvalho, Liebmann, Silva Dias (CR137) 2017; 37
Zhou, Wen, Xu (CR135) 2014; 27
Feron, Cordero, Damiani (CR48) 2019; 9
Lelieveld, Proestos, Hadjinicolaou (CR75) 2016; 137
Donat, Alexander, Yang (CR41) 2013; 94
Murara, Acquaotta, Garzena, Fratianni (CR93) 2018; 131
CR68
Aragão, Malhi, Roman-Cuesta (CR9) 2007; 34
Alexander (CR3) 2016; 11
CR63
Donat, Sillmann, Wild (CR43) 2014; 27
CR62
Liebmann, Allured (CR77) 2006; 87
Skansi, Brunet, Sigró (CR118) 2013; 100
Dai (CR30) 2011; 116
Almagro, Oliveira, Nearing, Hagemann (CR5) 2017; 7
Costa, Justino, Oliveira (CR28) 2009; 4
Parker (CR103) 2013; 4
Xavier, Rudke, Fujita (CR129) 2020; 40
Avila-Diaz, Abrahão, Justino (CR10) 2020; 54
Gao, Bernhardt, Schulz (CR53) 2012; 16
Nobre, Marengo, Seluchi (CR97) 2016; 08
Moriasi, Arnold, Van Liew (CR92) 2007; 50
Beck, Pan, Roy (CR17) 2019; 23
Nguyen, Thorstensen, Sorooshian (CR96) 2017; 18
Dai (CR32) 2013; 3
Dereczynski, Silva, Marengo (CR39) 2013; 02
Marengo, Alves, Ambrizzi (CR90) 2020
Beck, Vergopolan, Pan (CR15) 2017; 21
Luo, Ge, Yang (CR82) 2019
Natividade, Garcia, Torres (CR95) 2017; 32
da Silva, Santos e silva, Spyrides, Andrade (CR29) 2019; 39
Rozante, Moreira, de Goncalves, Vila (CR109) 2010; 25
Yhang, Sohn, Jung (CR130) 2017; 2017
Haylock, Peterson, Alves (CR60) 2006; 19
Huffman, Adler, Bolvin, Nelkin, Gebremichael, Hossain (CR65) 2010
Xavier, King, Scanlon (CR127) 2015; 36
Chou, Lyra, Mourão (CR25) 2014; 03
Donat, Alexander, Yang (CR42) 2013; 118
Liao, Xu, Zhang (CR76) 2019; 663
Dee, Uppala, Healy (CR38) 2011; 137
Sillmann, Kharin, Zwiers (CR115) 2013; 118
Marengo, Torres, Alves (CR88) 2017; 129
CR86
Giorgi, Raffaele, Coppola (CR55) 2019; 10
He, Huang, Wang (CR61) 2015; 5
de Lima, Alcântara (CR35) 2019; 138
Zhou, Zhou, Lv (CR136) 2019; 39
Rao, Santo, Franchito (CR106) 2002; 15
Betts, Köhler, Zhang (CR18) 2009; 114
Gloor, Barichivich, Ziv (CR56) 2015; 29
Marengo, Souza, Thonicke (CR89) 2018; 6
Huffman, Adler, Morrissey (CR66) 2001; 2
Debortoli, Camarinha, Marengo, Rodrigues (CR36) 2017; 86
CR128
Fotso-Nguemo, Chamani, Yepdo (CR51) 2018; 19
Pires, Abrahão, Brumatti (CR105) 2016; 228–229
Donat, Lowry, Alexander (CR44) 2016; 6
Bador, Donat, Geoffroy, Alexander (CR13) 2018; 31
Fersch, Kunstmann (CR49) 2014; 42
Son, Gouveia, Bravo (CR120) 2016; 60
Sen (CR113) 1968; 63
Loaiza, Kayano, Andreoli (CR80) 2020; 12
Soares, Lee, Loikith (CR119) 2017; 37
Marelle, Myhre, Hodnebrog (CR85) 2018; 45
Zhang, Alexander, Hegerl (CR132) 2011; 2
Ongoma, Chen, Gao (CR102) 2018; 90
Lyra, Tavares, Chou (CR83) 2018; 132
Oliveira, Silva, Lima (CR100) 2017; 130
Alexander, Arblaster (CR4) 2017; 15
Tebaldi, Arblaster, Knutti (CR122) 2011; 38
Rosso, Boiaski, Ferraz (CR108) 2015; 5
Pena-Ortiz, Gallego, Ribera (CR104) 2013; 118
Funatsu, Dubreuil, Racapé (CR52) 2019; 57
Avila, Guerrero, Escobar, Justino (CR11) 2019; 11
Geirinhas, Trigo, Libonati (CR54) 2018; 38
Rocha, dos Santos (CR107) 2018; 17
Lapola, Braga, Di Giulio (CR74) 2019; 154
Almazroui, Islam, Saeed (CR6) 2017; 194
Hoffmann, Günther, Li (CR64) 2019; 19
Abou Rafee, Freitas, Martins (CR1) 2020; 59
Huffman, Bolvin, Nelkin (CR67) 2007; 8
Carvalho, Assad, de Oliveira, Pinto (CR21) 2014; 5
Silva Dias, Dias, Carvalho (CR116) 2013; 116
Harris, Jones, Osborn, Lister (CR59) 2014; 34
CR26
Gulizia, Camilloni (CR57) 2015; 35
Kendall (CR73) 1975
CR23
CR22
Dee, Balmaseda, Balsamo (CR37) 2014; 95
Justino, Oliveira, de Rodrigues (CR70) 2013; 02
Marengo, Jones, Alvesa (CR87) 2009; 29
Dosio, Jones, Jack (CR45) 2019; 53
Fischer, Beyerle, Knutti (CR50) 2013; 3
Valverde, Marengo (CR124) 2014; 04
Dufek, Ambrizzi (CR46) 2008; 93
Ávila, Justino, Wilson (CR12) 2016; 11
Llopart, Simões Reboita, Porfírio da Rocha (CR79) 2020; 54
Guyennon, Romano, Portoghese (CR58) 2013; 17
Myhre, Alterskjær, Stjern (CR94) 2019; 9
Mann (CR84) 1945; 13
E Kalnay (5333_CR71) 1996; 77
5333_CR133
GJ Huffman (5333_CR66) 2001; 2
HB Mann (5333_CR84) 1945; 13
J Norris (5333_CR98) 2019; 32
J Marengo (5333_CR87) 2009; 29
H Beck (5333_CR17) 2019; 23
A Dufek (5333_CR47) 2008; 1146
L Lin (5333_CR78) 2018; 123
A Ávila (5333_CR12) 2016; 11
A Xavier (5333_CR129) 2020; 40
B Zhou (5333_CR135) 2014; 27
MC Valverde (5333_CR124) 2014; 04
L Alexander (5333_CR4) 2017; 15
Y-B Yhang (5333_CR130) 2017; 2017
G Myhre (5333_CR94) 2019; 9
M Almazroui (5333_CR6) 2017; 194
GJ Huffman (5333_CR67) 2007; 8
M Haylock (5333_CR60) 2006; 19
A Dai (5333_CR32) 2013; 3
X Liao (5333_CR76) 2019; 663
JA Marengo (5333_CR90) 2020
P Rocha (5333_CR107) 2018; 17
C Dereczynski (5333_CR39) 2013; 02
M Donat (5333_CR42) 2013; 118
J Sillmann (5333_CR115) 2013; 118
P Nguyen (5333_CR96) 2017; 18
V Rao (5333_CR106) 2002; 15
E Fischer (5333_CR50) 2013; 3
M Gloor (5333_CR56) 2015; 29
B He (5333_CR61) 2015; 5
V Ongoma (5333_CR102) 2018; 90
B Bezerra (5333_CR20) 2019; 135
C Almeida (5333_CR7) 2017; 37
W Loaiza (5333_CR80) 2020; 12
B Thrasher (5333_CR123) 2012; 16
I Harris (5333_CR59) 2014; 34
S Yue (5333_CR131) 2002; 259
5333_CR26
M Donat (5333_CR41) 2013; 94
M Silva Dias (5333_CR116) 2013; 116
J Darela-Filho (5333_CR34) 2016; 136
V Ongoma (5333_CR101) 2019; 135
T Fotso-Nguemo (5333_CR51) 2018; 19
5333_CR22
M Llopart (5333_CR79) 2020; 54
5333_CR23
L Costa (5333_CR28) 2009; 4
L Gao (5333_CR53) 2012; 16
N Guyennon (5333_CR58) 2013; 17
F Justino (5333_CR70) 2013; 02
B Liebmann (5333_CR77) 2006; 87
H Luo (5333_CR82) 2019
P Murara (5333_CR93) 2018; 131
L Marelle (5333_CR85) 2018; 45
P da Silva (5333_CR29) 2019; 39
X Zhang (5333_CR134) 2007; 448
S Chou (5333_CR25) 2014; 03
C Pena-Ortiz (5333_CR104) 2013; 118
CA Nobre (5333_CR97) 2016; 08
A Betts (5333_CR18) 2009; 114
BM Funatsu (5333_CR52) 2019; 57
RA Betts (5333_CR19) 2018; 376
HN Karam (5333_CR72) 2008; 9
P Amorim (5333_CR8) 2014; 72
G Di Giulio (5333_CR40) 2019; 19
J Sheffield (5333_CR114) 2006; 19
J Lelieveld (5333_CR75) 2016; 137
A Dai (5333_CR31) 2011; 2
5333_CR86
M Skansi (5333_CR118) 2013; 100
J Carvalho (5333_CR21) 2014; 5
P Souza (5333_CR121) 2020; 23
D Dee (5333_CR37) 2014; 95
P Jong (5333_CR69) 2018; 634
N Chaney (5333_CR24) 2014; 27
J Geirinhas (5333_CR54) 2018; 38
X Zhang (5333_CR132) 2011; 2
M Zilli (5333_CR137) 2017; 37
C Wasko (5333_CR125) 2016; 43
F Giorgi (5333_CR55) 2019; 10
GJ Huffman (5333_CR65) 2010
DM Lapola (5333_CR74) 2019; 154
M Bador (5333_CR13) 2018; 31
A Xavier (5333_CR127) 2015; 36
A Avila-Diaz (5333_CR10) 2020; 54
U Natividade (5333_CR95) 2017; 32
L Alexander (5333_CR3) 2016; 11
N López-Franca (5333_CR81) 2016; 68
M Zhou (5333_CR136) 2019; 39
C Willmott (5333_CR126) 2012; 32
M Donat (5333_CR43) 2014; 27
J Schoof (5333_CR112) 2016; 11
D Moriasi (5333_CR92) 2007; 50
PK Sen (5333_CR113) 1968; 63
F Rosso (5333_CR108) 2015; 5
L Hoffmann (5333_CR64) 2019; 19
P Oliveira (5333_CR100) 2017; 130
C Mora (5333_CR91) 2018; 8
S Feron (5333_CR48) 2019; 9
P Oliveira (5333_CR99) 2014; 15
A Dufek (5333_CR46) 2008; 93
H Beck (5333_CR14) 2017; 21
H Beck (5333_CR16) 2019; 100
A Dai (5333_CR30) 2011; 116
M Donat (5333_CR44) 2016; 6
J Rozante (5333_CR109) 2010; 25
A Dai (5333_CR33) 1999; 12
L Aragão (5333_CR9) 2007; 34
R Cornes (5333_CR27) 2013; 118
M Santos (5333_CR111) 2019; 137
C Tebaldi (5333_CR122) 2011; 38
A Almagro (5333_CR5) 2017; 7
D Dee (5333_CR38) 2011; 137
5333_CR62
5333_CR63
C Gulizia (5333_CR57) 2015; 35
WL Silva (5333_CR117) 2014; 03
A Avila (5333_CR11) 2019; 11
5333_CR68
GF Pires (5333_CR105) 2016; 228–229
S Abou Rafee (5333_CR1) 2020; 59
A Lyra (5333_CR83) 2018; 132
M Rusticucci (5333_CR110) 2010; 98
D Soares (5333_CR119) 2017; 37
J Marengo (5333_CR88) 2017; 129
A Dosio (5333_CR45) 2019; 53
5333_CR128
H Beck (5333_CR15) 2017; 21
MG Kendall (5333_CR73) 1975
J Marengo (5333_CR89) 2018; 6
J de Lima (5333_CR35) 2019; 138
NS Debortoli (5333_CR36) 2017; 86
B Fersch (5333_CR49) 2014; 42
WS Parker (5333_CR103) 2013; 4
J-Y Son (5333_CR120) 2016; 60
T Aerenson (5333_CR2) 2018; 13
References_xml – ident: CR22
– volume: 2
  start-page: 45
  year: 2011
  end-page: 65
  ident: CR31
  article-title: Drought under global warming: a review
  publication-title: Wiley Interdiscip Rev Clim Chang
  doi: 10.1002/wcc.81
– volume: 137
  start-page: 245
  year: 2016
  end-page: 260
  ident: CR75
  article-title: Strongly increasing heat extremes in the Middle East and North Africa (MENA) in the 21st century
  publication-title: Clim Change
  doi: 10.1007/s10584-016-1665-6
– volume: 23
  start-page: 1
  year: 2020
  end-page: 20
  ident: CR121
  article-title: Influence of climate change on working conditions in the late 21st century
  publication-title: Ambient Soc
  doi: 10.1590/1809-4422asoc20180011r3vu2020l1ao
– ident: CR68
– volume: 25
  start-page: 885
  year: 2010
  end-page: 894
  ident: CR109
  article-title: Combining TRMM and surface observations of precipitation: technique and validation over South America
  publication-title: Weather Forecast
  doi: 10.1175/2010waf2222325.1
– volume: 03
  start-page: 353
  year: 2014
  end-page: 365
  ident: CR117
  article-title: Future changes in temperature and precipitation extremes in the state of Rio de Janeiro (Brazil)
  publication-title: Am J Clim Chang
  doi: 10.4236/ajcc.2014.34031
– volume: 03
  start-page: 512
  year: 2014
  end-page: 527
  ident: CR25
  article-title: Assessment of climate change over South America under RCP 4.5 and 8.5 downscaling scenarios
  publication-title: Am J Clim Chang
  doi: 10.4236/ajcc.2014.35043
– volume: 138
  start-page: 2021
  year: 2019
  end-page: 2041
  ident: CR35
  article-title: Comparison between ERA Interim/ECMWF, CFSR, NCEP/NCAR reanalysis, and observational datasets over the eastern part of the Brazilian Northeast Region
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-019-02921-w
– volume: 129
  start-page: 1189
  year: 2017
  end-page: 1200
  ident: CR88
  article-title: Drought in Northeast Brazil—past, present, and future
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-016-1840-8
– volume: 29
  start-page: 2241
  year: 2009
  end-page: 2255
  ident: CR87
  article-title: Future change of temperature and precipitation extremes in south america as derived from the PRECIS regional climate modeling system
  publication-title: Int J Climatol
  doi: 10.1002/joc.1863
– volume: 38
  start-page: 1
  year: 2011
  end-page: 5
  ident: CR122
  article-title: Mapping model agreement on future climate projections
  publication-title: Geophys Res Lett
  doi: 10.1029/2011GL049863
– volume: 5
  start-page: 85
  year: 2015
  end-page: 95
  ident: CR108
  article-title: Trends and decadal variability in air temperature over Southern Brazil
  publication-title: Am J Environ Eng
  doi: 10.5923/s.ajee.201501.12
– volume: 118
  start-page: 2702
  year: 2013
  end-page: 2713
  ident: CR104
  article-title: Observed trends in the global jet stream characteristics during the second half of the 20th century
  publication-title: J Geophys Res Atmos
  doi: 10.1002/jgrd.50305
– volume: 2
  start-page: 36
  year: 2001
  end-page: 50
  ident: CR66
  article-title: Global precipitation at one-degree daily resolution from multisatellite observations
  publication-title: J Hydrometeorol
  doi: 10.1175/1525-7541(2001)002<0036:GPAODD>2.0.CO;2
– volume: 98
  start-page: 493
  year: 2010
  end-page: 508
  ident: CR110
  article-title: An intercomparison of model-simulated in extreme rainfall and temperature events during the last half of the twentieth century. Part 1: mean values and variability
  publication-title: Clim Change
  doi: 10.1007/s10584-009-9742-8
– volume: 123
  start-page: 8062
  year: 2018
  end-page: 8073
  ident: CR78
  article-title: Larger sensitivity of precipitation extremes to aerosol than greenhouse gas forcing in CMIP5 models
  publication-title: J Geophys Res Atmos
  doi: 10.1029/2018JD028821
– volume: 45
  start-page: 352
  year: 2018
  ident: CR85
  article-title: The changing seasonality of extreme daily precipitation
  publication-title: Geophys Res Lett
  doi: 10.1029/2018GL079567
– volume: 37
  start-page: 2269
  year: 2017
  end-page: 2279
  ident: CR137
  article-title: A comprehensive analysis of trends in extreme precipitation over southeastern coast of Brazil
  publication-title: Int J Climatol
  doi: 10.1002/joc.4840
– volume: 59
  start-page: 443
  year: 2020
  end-page: 454
  ident: CR1
  article-title: Spatial trends of extreme precipitation events in the paraná river basin
  publication-title: J Appl Meteorol Climatol
  doi: 10.1175/JAMC-D-19-0181.1
– volume: 93
  start-page: 167
  year: 2008
  end-page: 178
  ident: CR46
  article-title: Precipitation variability in São Paulo State, Brazil
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-007-0348-7
– volume: 72
  start-page: 4817
  year: 2014
  end-page: 4833
  ident: CR8
  article-title: Trend analysis and uncertainties of mean surface air temperature, precipitation and extreme indices in CMIP3 GCMs in Distrito Federal, Brazil
  publication-title: Environ Earth Sci
  doi: 10.1007/s12665-014-3301-y
– volume: 68
  start-page: 151
  year: 2016
  end-page: 167
  ident: CR81
  article-title: Changes in temperature extremes for 21st century scenarios over South America derived from a multi-model ensemble of regional climate models
  publication-title: Clim Res
  doi: 10.3354/cr01393
– volume: 54
  start-page: 5065
  year: 2020
  end-page: 5088
  ident: CR10
  article-title: Extreme climate indices in Brazil: evaluation of downscaled earth system models at high horizontal resolution
  publication-title: Clim Dyn
  doi: 10.1007/s00382-020-05272-9
– volume: 130
  start-page: 77
  year: 2017
  end-page: 90
  ident: CR100
  article-title: Climatology and trend analysis of extreme precipitation in subregions of Northeast Brazil
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-016-1865-z
– year: 2010
  ident: CR65
  article-title: The TRMM multi-satellite precipitation analysis (TMPA)
  publication-title: Satellite rainfall applications for surface hydrology
– volume: 32
  start-page: 600
  year: 2017
  end-page: 614
  ident: CR95
  article-title: Tendência dos Índices de extremos climáticos observados e projetados no estado de minas gerais
  publication-title: Rev Bras Meteorol
  doi: 10.1590/0102-7786324008
– volume: 32
  start-page: 2088
  year: 2012
  end-page: 2094
  ident: CR126
  article-title: A refined index of model performance
  publication-title: Int J Climatol
  doi: 10.1002/joc.2419
– volume: 5
  start-page: 7
  year: 2014
  end-page: 15
  ident: CR21
  article-title: Annual maximum daily rainfall trends in the midwest, southeast and southern Brazil in the last 71 years
  publication-title: Weather Clim Extrem
  doi: 10.1016/j.wace.2014.10.001
– volume: 9
  start-page: 16063
  year: 2019
  ident: CR94
  article-title: Frequency of extreme precipitation increases extensively with event rareness under global warming
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-52277-4
– volume: 4
  start-page: 213
  year: 2013
  end-page: 223
  ident: CR103
  article-title: Ensemble modeling, uncertainty and robust predictions
  publication-title: Wiley Interdiscip Rev Clim Chang
  doi: 10.1002/wcc.220
– volume: 40
  start-page: 1197
  year: 2020
  end-page: 1212
  ident: CR129
  article-title: Stationary and non-stationary detection of extreme precipitation events and trends of average precipitation from 1980 to 2010 in the Paraná River basin, Brazil
  publication-title: Int J Climatol
  doi: 10.1002/joc.6265
– volume: 154
  start-page: 477
  year: 2019
  end-page: 492
  ident: CR74
  article-title: Heat stress vulnerability and risk at the (super) local scale in six Brazilian capitals
  publication-title: Clim Change
  doi: 10.1007/s10584-019-02459-w
– volume: 86
  start-page: 557
  year: 2017
  end-page: 582
  ident: CR36
  article-title: An index of Brazil’s vulnerability to expected increases in natural flash flooding and landslide disasters in the context of climate change
  publication-title: Nat Hazards
  doi: 10.1007/s11069-016-2705-2
– volume: 19
  start-page: 3088
  year: 2006
  end-page: 3111
  ident: CR114
  article-title: Development of a 50-Year high-resolution global dataset of meteorological forcings for land surface modeling
  publication-title: J Clim
  doi: 10.1175/JCLI3790.1
– volume: 53
  start-page: 5833
  year: 2019
  end-page: 5858
  ident: CR45
  article-title: What can we know about future precipitation in Africa? Robustness, significance and added value of projections from a large ensemble of regional climate models
  publication-title: Clim Dyn
  doi: 10.1007/s00382-019-04900-3
– volume: 35
  start-page: 583
  year: 2015
  end-page: 595
  ident: CR57
  article-title: Comparative analysis of the ability of a set of CMIP3 and CMIP5 global climate models to represent precipitation in South America
  publication-title: Int J Climatol
  doi: 10.1002/joc.4005
– volume: 118
  start-page: 10,262
  year: 2013
  end-page: 10,276
  ident: CR27
  article-title: How well does the ERA-Interim reanalysis replicate trends in extremes of surface temperature across Europe?
  publication-title: J Geophys Res Atmos
  doi: 10.1002/jgrd.50799
– volume: 11
  start-page: 28
  year: 2016
  end-page: 40
  ident: CR112
  article-title: Projecting changes in regional temperature and precipitation extremes in the United States
  publication-title: Weather Clim Extrem
  doi: 10.1016/j.wace.2015.09.004
– volume: 118
  start-page: 2098
  year: 2013
  end-page: 2118
  ident: CR42
  article-title: Updated analyses of temperature and precipitation extreme indices since the beginning of the twentieth century: the HadEX2 dataset
  publication-title: J Geophys Res Atmos
  doi: 10.1002/jgrd.50150
– volume: 34
  start-page: 1
  year: 2007
  end-page: 5
  ident: CR9
  article-title: Spatial patterns and fire response of recent Amazonian droughts
  publication-title: Geophys Res Lett
  doi: 10.1029/2006GL028946
– volume: 37
  start-page: 2013
  year: 2017
  end-page: 2026
  ident: CR7
  article-title: Spatiotemporal rainfall and temperature trends throughout the Brazilian Legal Amazon, 1973–2013
  publication-title: Int J Climatol
  doi: 10.1002/joc.4831
– ident: CR86
– volume: 11
  start-page: 379
  year: 2019
  ident: CR11
  article-title: Recent precipitation trends and floods in the Colombian Andes
  publication-title: Water
  doi: 10.3390/w11020379
– volume: 60
  start-page: 113
  year: 2016
  end-page: 121
  ident: CR120
  article-title: The impact of temperature on mortality in a subtropical city: effects of cold, heat, and heat waves in São Paulo, Brazil
  publication-title: Int J Biometeorol
  doi: 10.1007/s00484-015-1009-7
– volume: 36
  start-page: 2644
  year: 2015
  end-page: 2659
  ident: CR127
  article-title: Daily gridded meteorological variables in Brazil (1980–2013)
  publication-title: Int J Climatol
  doi: 10.1002/joc.4518
– ident: CR63
– volume: 37
  start-page: 1483
  year: 2017
  end-page: 1493
  ident: CR119
  article-title: Can significant trends be detected in surface air temperature and precipitation over South America in recent decades?
  publication-title: Int J Climatol
  doi: 10.1002/joc.4792
– volume: 94
  start-page: 997
  year: 2013
  end-page: 1006
  ident: CR41
  article-title: Global land-based datasets for monitoring climatic extremes
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/BAMS-D-12-00109.1
– volume: 42
  start-page: 2367
  year: 2014
  end-page: 2396
  ident: CR49
  article-title: Atmospheric and terrestrial water budgets: sensitivity and performance of configurations and global driving data for long term continental scale WRF simulations
  publication-title: Clim Dyn
  doi: 10.1007/s00382-013-1915-5
– volume: 21
  start-page: 589
  year: 2017
  end-page: 615
  ident: CR14
  article-title: MSWEP: 3-hourly 0.25° global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-21-589-2017
– volume: 6
  start-page: 1
  year: 2018
  end-page: 21
  ident: CR89
  article-title: Changes in climate and land use over the amazon region: current and future variability and trends
  publication-title: Front Earth Sci
  doi: 10.3389/feart.2018.00228
– year: 1975
  ident: CR73
  publication-title: Rank correlation methods
– volume: 13
  start-page: 035009
  year: 2018
  ident: CR2
  article-title: Changes in a suite of indicators of extreme temperature and precipitation under 1.5 and 2 degrees warming
  publication-title: Environ Res Lett
  doi: 10.1088/1748-9326/aaafd6
– volume: 29
  start-page: 1384
  year: 2015
  end-page: 1399
  ident: CR56
  article-title: Recent Amazon climate as background for possible ongoing and future changes of Amazon humid forests
  publication-title: Global Biogeochem Cycles
  doi: 10.1002/2014GB005080
– volume: 131
  start-page: 1145
  year: 2018
  end-page: 1156
  ident: CR93
  article-title: Daily precipitation extremes and their variations in the Itajaí River Basin, Brazil
  publication-title: Meteorol Atmos Phys
  doi: 10.1007/s00703-018-0627-0
– volume: 19
  start-page: 2503
  year: 2019
  end-page: 2505
  ident: CR40
  article-title: Correction to: bridging the gap between will and action on climate change adaptation in large cities in Brazil
  publication-title: Reg Environ Chang
  doi: 10.1007/s10113-019-01580-x
– volume: 5
  start-page: 12004
  year: 2015
  ident: CR61
  article-title: Precipitation deficits increase high diurnal temperature range extremes
  publication-title: Sci Rep
  doi: 10.1038/srep12004
– volume: 57
  start-page: 101923
  year: 2019
  ident: CR52
  article-title: Perceptions of climate and climate change by Amazonian communities
  publication-title: Glob Environ Chang
  doi: 10.1016/j.gloenvcha.2019.05.007
– volume: 38
  start-page: 1760
  year: 2018
  end-page: 1776
  ident: CR54
  article-title: Climatic and synoptic characterization of heat waves in Brazil
  publication-title: Int J Climatol
  doi: 10.1002/joc.5294
– ident: CR128
– volume: 04
  start-page: 10
  year: 2014
  end-page: 26
  ident: CR124
  article-title: Extreme rainfall indices in the hydrographic basins of Brazil
  publication-title: Open J Mod Hydrol
  doi: 10.4236/ojmh.2014.41002
– volume: 27
  start-page: 5815
  year: 2014
  end-page: 5835
  ident: CR24
  article-title: Development of a high-resolution gridded daily meteorological dataset over sub-Saharan Africa: spatial analysis of trends in climate extremes
  publication-title: J Clim
  doi: 10.1175/JCLI-D-13-00423.1
– volume: 15
  start-page: 34
  year: 2017
  end-page: 56
  ident: CR4
  article-title: Historical and projected trends in temperature and precipitation extremes in Australia in observations and CMIP5
  publication-title: Weather Clim Extrem
  doi: 10.1016/j.wace.2017.02.001
– volume: 2017
  start-page: 1
  year: 2017
  end-page: 9
  ident: CR130
  article-title: Application of dynamical and statistical downscaling to East Asian summer precipitation for finely resolved datasets
  publication-title: Adv Meteorol
  doi: 10.1155/2017/2956373
– volume: 8
  start-page: 1062
  year: 2018
  end-page: 1071
  ident: CR91
  article-title: Broad threat to humanity from cumulative climate hazards intensified by greenhouse gas emissions
  publication-title: Nat Clim Chang
  doi: 10.1038/s41558-018-0315-6
– volume: 4
  start-page: 014013
  year: 2009
  ident: CR28
  article-title: Potential forcing of CO , technology and climate changes in maize ( ) and bean ( ) yield in southeast Brazil
  publication-title: Environ Res Lett
  doi: 10.1088/1748-9326/4/1/014013
– volume: 19
  start-page: 3097
  year: 2019
  end-page: 3214
  ident: CR64
  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
– volume: 16
  start-page: 4661
  year: 2012
  end-page: 4673
  ident: CR53
  article-title: Elevation correction of ERA-Interim temperature data in complex terrain
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-16-4661-2012
– volume: 54
  start-page: 99
  year: 2020
  end-page: 116
  ident: CR79
  article-title: Assessment of multi-model climate projections of water resources over South America CORDEX domain
  publication-title: Clim Dyn
  doi: 10.1007/s00382-019-04990-z
– volume: 1146
  start-page: 87
  year: 2008
  end-page: 104
  ident: CR47
  article-title: Are reanalysis data useful for calculating climate indices over South America?
  publication-title: Ann N Y Acad Sci
  doi: 10.1196/annals.1446.010
– volume: 13
  start-page: 245
  year: 1945
  end-page: 259
  ident: CR84
  article-title: Nonparametric tests against trend
  publication-title: Econometrica
  doi: 10.2307/1907187
– volume: 95
  start-page: 1235
  year: 2014
  end-page: 1248
  ident: CR37
  article-title: Toward a consistent reanalysis of the climate system
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/BAMS-D-13-00043.1
– volume: 50
  start-page: 885
  year: 2007
  end-page: 900
  ident: CR92
  article-title: Model evaluation guidelines for systematic quantification of accuracy in watershed simulations
  publication-title: Trans ASABE
  doi: 10.13031/2013.23153
– volume: 39
  start-page: 579
  year: 2019
  end-page: 595
  ident: CR29
  article-title: Precipitation and air temperature extremes in the Amazon and northeast Brazil
  publication-title: Int J Climatol
  doi: 10.1002/joc.5829
– volume: 116
  start-page: D12115
  year: 2011
  ident: CR30
  article-title: Characteristics and trends in various forms of the Palmer Drought Severity Index during 1900–2008
  publication-title: J Geophys Res
  doi: 10.1029/2010JD015541
– volume: 2
  start-page: 851
  year: 2011
  end-page: 870
  ident: CR132
  article-title: Indices for monitoring changes in extremes based on daily temperature and precipitation data
  publication-title: Wiley Interdiscip Rev Clim Chang
  doi: 10.1002/wcc.147
– volume: 39
  start-page: 2351
  year: 2019
  end-page: 2361
  ident: CR136
  article-title: Global warming from 1.5 to 2 °C will lead to increase in precipitation intensity in China
  publication-title: Int J Climatol
  doi: 10.1002/joc.5956
– volume: 137
  start-page: 1305
  year: 2019
  end-page: 1319
  ident: CR111
  article-title: Recent and future changes of precipitation extremes in mainland Portugal
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-018-2667-2
– volume: 9
  start-page: 1
  year: 2019
  end-page: 15
  ident: CR48
  article-title: Observations and projections of heat waves in South America
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-44614-4
– volume: 228–229
  start-page: 286
  year: 2016
  end-page: 298
  ident: CR105
  article-title: Increased climate risk in Brazilian double cropping agriculture systems: Implications for land use in Northern Brazil
  publication-title: Agric For Meteorol
  doi: 10.1016/j.agrformet.2016.07.005
– volume: 3
  start-page: 1033
  year: 2013
  end-page: 1038
  ident: CR50
  article-title: Robust spatially aggregated projections of climate extremes
  publication-title: Nat Clim Chang
  doi: 10.1038/nclimate2051
– volume: 135
  start-page: 893
  year: 2019
  end-page: 910
  ident: CR101
  article-title: Evaluation of CMIP5 twentieth century rainfall simulation over the equatorial East Africa
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-018-2392-x
– volume: 663
  start-page: 644
  year: 2019
  end-page: 653
  ident: CR76
  article-title: Global exposure to rainstorms and the contribution rates of climate change and population change
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2019.01.290
– volume: 19
  start-page: 1
  year: 2018
  end-page: 8
  ident: CR51
  article-title: Projected trends of extreme rainfall events from CMIP5 models over Central Africa
  publication-title: Atmos Sci Lett
  doi: 10.1002/asl.803
– volume: 132
  start-page: 663
  year: 2018
  end-page: 682
  ident: CR83
  article-title: Climate change projections over three metropolitan regions in Southeast Brazil using the non-hydrostatic Eta regional climate model at 5-km resolution
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-017-2067-z
– volume: 448
  start-page: 461
  year: 2007
  end-page: 465
  ident: CR134
  article-title: Detection of human influence on twentieth-century precipitation trends
  publication-title: Nature
  doi: 10.1038/nature06025
– volume: 15
  start-page: 502
  year: 2002
  end-page: 511
  ident: CR106
  article-title: A Diagnosis of rainfall over South America during the 1997/98 El Niño Event. Part I: validation of NCEP–NCAR reanalysis rainfall data
  publication-title: J Clim
  doi: 10.1175/1520-0442(2002)015<0502:ADOROS>2.0.CO;2
– volume: 259
  start-page: 254
  year: 2002
  end-page: 271
  ident: CR131
  article-title: Power of the Mann-Kendall and Spearman’s rho tests for detecting monotonic trends in hydrological series
  publication-title: J Hydrol
  doi: 10.1016/S0022-1694(01)00594-7
– volume: 137
  start-page: 553
  year: 2011
  end-page: 597
  ident: CR38
  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: 6
  start-page: 508
  year: 2016
  end-page: 513
  ident: CR44
  article-title: More extreme precipitation in the world’s dry and wet regions
  publication-title: Nat Clim Chang
  doi: 10.1038/nclimate2941
– volume: 194
  start-page: 202
  year: 2017
  end-page: 213
  ident: CR6
  article-title: Assessing the robustness and uncertainties of projected changes in temperature and precipitation in AR5 Global Climate Models over the Arabian Peninsula
  publication-title: Atmos Res
  doi: 10.1016/j.atmosres.2017.05.005
– volume: 21
  start-page: 6201
  year: 2017
  end-page: 6217
  ident: CR15
  article-title: Global-scale evaluation of 22 precipitation datasets using gauge observations and hydrological modeling
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-21-6201-2017
– volume: 23
  start-page: 207
  year: 2019
  end-page: 224
  ident: CR17
  article-title: Daily evaluation of 26 precipitation datasets using Stage-IV gauge-radar data for the CONUS
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-23-207-2019
– ident: CR26
– volume: 90
  start-page: 901
  year: 2018
  end-page: 920
  ident: CR102
  article-title: Future changes in climate extremes over Equatorial East Africa based on CMIP5 multimodel ensemble
  publication-title: Nat Hazards
  doi: 10.1007/s11069-017-3079-9
– volume: 32
  start-page: 5397
  year: 2019
  end-page: 5416
  ident: CR98
  article-title: Changes in frequency of large precipitation accumulations over land in a warming climate from the CESM large ensemble: the roles of moisture, circulation, and duration
  publication-title: J Clim
  doi: 10.1175/JCLI-D-18-0600.1
– volume: 17
  start-page: 1
  year: 2018
  end-page: 18
  ident: CR107
  article-title: Hydrological analysis in water basins
  publication-title: Mercator
  doi: 10.4215/rm2018.e17025
– volume: 114
  start-page: D02101
  year: 2009
  ident: CR18
  article-title: Comparison of river basin hydrometeorology in ERA-Interim and ERA-40 reanalyses with observations
  publication-title: J Geophys Res Atmos
  doi: 10.1029/2008JD010761
– volume: 3
  start-page: 52
  year: 2013
  end-page: 58
  ident: CR32
  article-title: Increasing drought under global warming in observations and models
  publication-title: Nat Clim Chang
  doi: 10.1038/nclimate1633
– year: 2020
  ident: CR90
  article-title: Trends in extreme rainfall and hydrogeometeorological disasters in the Metropolitan Area of São Paulo: a review
  publication-title: Ann N Y Acad Sci
  doi: 10.1111/nyas.14307
– volume: 634
  start-page: 1540
  year: 2018
  end-page: 1553
  ident: CR69
  article-title: Hydroelectric production from Brazil’s São Francisco River could cease due to climate change and inter-annual variability
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2018.03.256
– volume: 87
  start-page: 1095
  year: 2006
  ident: CR77
  article-title: Daily precipitation grids for South America
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/1520-0477(2006)87[1095:DPGFSA]2.0.CO;2
– volume: 34
  start-page: 623
  year: 2014
  end-page: 642
  ident: CR59
  article-title: Updated high-resolution grids of monthly climatic observations—the CRU TS3.10 Dataset
  publication-title: Int J Climatol
  doi: 10.1002/joc.3711
– volume: 136
  start-page: 413
  year: 2016
  end-page: 425
  ident: CR34
  article-title: Socio-climatic hotspots in Brazil: how do changes driven by the new set of IPCC climatic projections affect their relevance for policy?
  publication-title: Clim Change
  doi: 10.1007/s10584-016-1635-z
– volume: 19
  start-page: 1490
  year: 2006
  end-page: 1512
  ident: CR60
  article-title: Trends in total and extreme South American rainfall in 1960–2000 and links with sea surface temperature
  publication-title: J Clim
  doi: 10.1175/JCLI3695.1
– volume: 27
  start-page: 6591
  year: 2014
  end-page: 6611
  ident: CR135
  article-title: Projected changes in temperature and precipitation extremes in China by the CMIP5 multimodel ensembles
  publication-title: J Clim
  doi: 10.1175/JCLI-D-13-00761.1
– volume: 100
  start-page: 473
  year: 2019
  end-page: 500
  ident: CR16
  article-title: MSWEP V2 global 3-hourly 0.1o precipitation: methodology and quantitative assessment
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/BAMS-D-17-0138.1
– ident: CR133
– volume: 376
  start-page: 20160452
  year: 2018
  ident: CR19
  article-title: Changes in climate extremes, fresh water availability and vulnerability to food insecurity projected at 15°C and 2°C global warming with a higher-resolution global climate model
  publication-title: Philos Trans R Soc A Math Phys Eng Sci
  doi: 10.1098/rsta.2016.0452
– volume: 9
  start-page: 1035
  year: 2008
  end-page: 1047
  ident: CR72
  article-title: Estimates of net atmospheric moisture flux convergence over the Amazon Basin: a comparison of reanalysis products
  publication-title: J Hydrometeorol
  doi: 10.1175/2008JHM887.1
– volume: 10
  start-page: 73
  year: 2019
  end-page: 89
  ident: CR55
  article-title: The response of precipitation characteristics to global warming from climate projections
  publication-title: Earth Syst Dyn
  doi: 10.5194/esd-10-73-2019
– volume: 15
  start-page: 172
  year: 2014
  end-page: 177
  ident: CR99
  article-title: Linear trend of occurrence and intensity of heavy rainfall events on Northeast Brazil
  publication-title: Atmos Sci Lett
  doi: 10.1002/asl2.484
– volume: 116
  start-page: 705
  year: 2013
  end-page: 722
  ident: CR116
  article-title: Changes in extreme daily rainfall for São Paulo, Brazil
  publication-title: Clim Change
  doi: 10.1007/s10584-012-0504-7
– volume: 118
  start-page: 2473
  year: 2013
  end-page: 2493
  ident: CR115
  article-title: Climate extremes indices in the CMIP5 multimodel ensemble: part 2. Future climate projections
  publication-title: J Geophys Res Atmos
  doi: 10.1002/jgrd.50188
– volume: 18
  start-page: 2313
  year: 2017
  end-page: 2330
  ident: CR96
  article-title: Evaluation of CMIP5 model precipitation using PERSIANN-CDR
  publication-title: J Hydrometeorol
  doi: 10.1175/JHM-D-16-0201.1
– volume: 7
  start-page: 1
  year: 2017
  end-page: 12
  ident: CR5
  article-title: Projected climate change impacts in rainfall erosivity over Brazil
  publication-title: Sci Rep
  doi: 10.1038/s41598-017-08298-y
– volume: 12
  start-page: 216
  year: 2020
  ident: CR80
  article-title: Streamflow Intensification driven by the Atlantic multidecadal oscillation (AMO) in the Atrato river basin
  publication-title: Northwestern Colombia Water
  doi: 10.3390/w12010216
– volume: 43
  start-page: 4026
  year: 2016
  end-page: 4032
  ident: CR125
  article-title: Reduced spatial extent of extreme storms at higher temperatures
  publication-title: Geophys Res Lett
  doi: 10.1002/2016GL068509
– ident: CR23
– year: 2019
  ident: CR82
  article-title: Assessment of ECMWF reanalysis data in complex terrain: can the CERA-20C and ERA-Interim data sets replicate the variation in surface air temperatures over Sichuan, China?
  publication-title: Int J Climatol
  doi: 10.1002/joc.6175
– volume: 135
  start-page: 565
  year: 2019
  end-page: 576
  ident: CR20
  article-title: Changes of precipitation extremes indices in São Francisco River Basin, Brazil from 1947 to 2012
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-018-2396-6
– volume: 11
  start-page: 114029
  year: 2016
  ident: CR12
  article-title: Recent precipitation trends, flash floods and landslides in southern Brazil
  publication-title: Environ Res Lett
  doi: 10.1088/1748-9326/11/11/114029
– volume: 77
  start-page: 437
  year: 1996
  end-page: 471
  ident: CR71
  article-title: The NCEP/NCAR 40-year reanalysis project
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2
– volume: 63
  start-page: 1379
  year: 1968
  end-page: 1389
  ident: CR113
  article-title: Estimates of the regression coefficient based on Kendall’s tau
  publication-title: J Am Stat Assoc
  doi: 10.2307/2285891
– volume: 17
  start-page: 705
  year: 2013
  end-page: 720
  ident: CR58
  article-title: Benefits from using combined dynamical-statistical downscaling approaches—lessons from a case study in the Mediterranean region
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-17-705-2013
– volume: 11
  start-page: 4
  year: 2016
  end-page: 16
  ident: CR3
  article-title: Global observed long-term changes in temperature and precipitation extremes: a review of progress and limitations in IPCC Assessments and beyond
  publication-title: Weather Clim Extrem
  doi: 10.1016/j.wace.2015.10.007
– volume: 02
  start-page: 237
  year: 2013
  end-page: 253
  ident: CR70
  article-title: Mean and interannual variability of maize and soybean in Brazil under global warming conditions
  publication-title: Am J Clim Chang
  doi: 10.4236/ajcc.2013.24024
– volume: 12
  start-page: 2451
  year: 1999
  end-page: 2473
  ident: CR33
  article-title: Effects of clouds, soil moisture, precipitation, and water vapor on diurnal temperature range
  publication-title: J Clim
  doi: 10.1175/1520-0442(1999)012<2451:EOCSMP>2.0.CO;2
– volume: 27
  start-page: 5019
  year: 2014
  end-page: 5035
  ident: CR43
  article-title: Consistency of temperature and precipitation extremes across various global gridded in situ and reanalysis datasets
  publication-title: J Clim
  doi: 10.1175/JCLI-D-13-00405.1
– volume: 16
  start-page: 3309
  year: 2012
  end-page: 3314
  ident: CR123
  article-title: Technical Note: Bias correcting climate model simulated daily temperature extremes with quantile mapping
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-16-3309-2012
– volume: 02
  start-page: 25
  year: 2013
  end-page: 33
  ident: CR39
  article-title: Detection and projections of climate change in Rio de Janeiro, Brazil
  publication-title: Am J Clim Chang
  doi: 10.4236/ajcc.2013.21003
– ident: CR62
– volume: 100
  start-page: 295
  year: 2013
  end-page: 307
  ident: CR118
  article-title: Warming and wetting signals emerging from analysis of changes in climate extreme indices over South America
  publication-title: Glob Planet Change
  doi: 10.1016/j.gloplacha.2012.11.004
– volume: 08
  start-page: 252
  year: 2016
  end-page: 262
  ident: CR97
  article-title: Some Characteristics and impacts of the drought and water CRISIS in Southeastern Brazil during 2014 and 2015
  publication-title: J Water Resour Prot
  doi: 10.4236/jwarp.2016.82022
– volume: 8
  start-page: 38
  year: 2007
  end-page: 55
  ident: CR67
  article-title: The TRMM multisatellite precipitation analysis (TMPA): quasi-global, multiyear, combined-sensor precipitation estimates at fine scales
  publication-title: J Hydrometeorol
  doi: 10.1175/JHM560.1
– volume: 31
  start-page: 6505
  year: 2018
  end-page: 6525
  ident: CR13
  article-title: Assessing the robustness of future extreme precipitation intensification in the CMIP5 ensemble
  publication-title: J Clim
  doi: 10.1175/JCLI-D-17-0683.1
– volume-title: Rank correlation methods
  year: 1975
  ident: 5333_CR73
– volume: 86
  start-page: 557
  year: 2017
  ident: 5333_CR36
  publication-title: Nat Hazards
  doi: 10.1007/s11069-016-2705-2
– volume: 154
  start-page: 477
  year: 2019
  ident: 5333_CR74
  publication-title: Clim Change
  doi: 10.1007/s10584-019-02459-w
– volume: 16
  start-page: 4661
  year: 2012
  ident: 5333_CR53
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-16-4661-2012
– volume: 43
  start-page: 4026
  year: 2016
  ident: 5333_CR125
  publication-title: Geophys Res Lett
  doi: 10.1002/2016GL068509
– volume: 2
  start-page: 36
  year: 2001
  ident: 5333_CR66
  publication-title: J Hydrometeorol
  doi: 10.1175/1525-7541(2001)002<0036:GPAODD>2.0.CO;2
– volume: 23
  start-page: 1
  year: 2020
  ident: 5333_CR121
  publication-title: Ambient Soc
  doi: 10.1590/1809-4422asoc20180011r3vu2020l1ao
– volume: 34
  start-page: 623
  year: 2014
  ident: 5333_CR59
  publication-title: Int J Climatol
  doi: 10.1002/joc.3711
– volume: 118
  start-page: 2702
  year: 2013
  ident: 5333_CR104
  publication-title: J Geophys Res Atmos
  doi: 10.1002/jgrd.50305
– volume: 35
  start-page: 583
  year: 2015
  ident: 5333_CR57
  publication-title: Int J Climatol
  doi: 10.1002/joc.4005
– volume: 9
  start-page: 1035
  year: 2008
  ident: 5333_CR72
  publication-title: J Hydrometeorol
  doi: 10.1175/2008JHM887.1
– volume: 8
  start-page: 1062
  year: 2018
  ident: 5333_CR91
  publication-title: Nat Clim Chang
  doi: 10.1038/s41558-018-0315-6
– volume: 03
  start-page: 512
  year: 2014
  ident: 5333_CR25
  publication-title: Am J Clim Chang
  doi: 10.4236/ajcc.2014.35043
– volume: 32
  start-page: 2088
  year: 2012
  ident: 5333_CR126
  publication-title: Int J Climatol
  doi: 10.1002/joc.2419
– volume: 100
  start-page: 295
  year: 2013
  ident: 5333_CR118
  publication-title: Glob Planet Change
  doi: 10.1016/j.gloplacha.2012.11.004
– volume: 32
  start-page: 5397
  year: 2019
  ident: 5333_CR98
  publication-title: J Clim
  doi: 10.1175/JCLI-D-18-0600.1
– volume: 135
  start-page: 893
  year: 2019
  ident: 5333_CR101
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-018-2392-x
– volume: 15
  start-page: 502
  year: 2002
  ident: 5333_CR106
  publication-title: J Clim
  doi: 10.1175/1520-0442(2002)015<0502:ADOROS>2.0.CO;2
– volume: 98
  start-page: 493
  year: 2010
  ident: 5333_CR110
  publication-title: Clim Change
  doi: 10.1007/s10584-009-9742-8
– ident: 5333_CR63
– volume: 129
  start-page: 1189
  year: 2017
  ident: 5333_CR88
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-016-1840-8
– volume: 90
  start-page: 901
  year: 2018
  ident: 5333_CR102
  publication-title: Nat Hazards
  doi: 10.1007/s11069-017-3079-9
– volume: 663
  start-page: 644
  year: 2019
  ident: 5333_CR76
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2019.01.290
– volume: 11
  start-page: 28
  year: 2016
  ident: 5333_CR112
  publication-title: Weather Clim Extrem
  doi: 10.1016/j.wace.2015.09.004
– volume: 03
  start-page: 353
  year: 2014
  ident: 5333_CR117
  publication-title: Am J Clim Chang
  doi: 10.4236/ajcc.2014.34031
– volume: 36
  start-page: 2644
  year: 2015
  ident: 5333_CR127
  publication-title: Int J Climatol
  doi: 10.1002/joc.4518
– volume: 132
  start-page: 663
  year: 2018
  ident: 5333_CR83
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-017-2067-z
– volume-title: Satellite rainfall applications for surface hydrology
  year: 2010
  ident: 5333_CR65
– volume: 135
  start-page: 565
  year: 2019
  ident: 5333_CR20
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-018-2396-6
– volume: 16
  start-page: 3309
  year: 2012
  ident: 5333_CR123
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-16-3309-2012
– volume: 17
  start-page: 1
  year: 2018
  ident: 5333_CR107
  publication-title: Mercator
  doi: 10.4215/rm2018.e17025
– volume: 59
  start-page: 443
  year: 2020
  ident: 5333_CR1
  publication-title: J Appl Meteorol Climatol
  doi: 10.1175/JAMC-D-19-0181.1
– volume: 02
  start-page: 25
  year: 2013
  ident: 5333_CR39
  publication-title: Am J Clim Chang
  doi: 10.4236/ajcc.2013.21003
– volume: 94
  start-page: 997
  year: 2013
  ident: 5333_CR41
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/BAMS-D-12-00109.1
– volume: 9
  start-page: 1
  year: 2019
  ident: 5333_CR48
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-44614-4
– ident: 5333_CR128
– volume: 13
  start-page: 245
  year: 1945
  ident: 5333_CR84
  publication-title: Econometrica
  doi: 10.2307/1907187
– volume: 15
  start-page: 172
  year: 2014
  ident: 5333_CR99
  publication-title: Atmos Sci Lett
  doi: 10.1002/asl2.484
– volume: 31
  start-page: 6505
  year: 2018
  ident: 5333_CR13
  publication-title: J Clim
  doi: 10.1175/JCLI-D-17-0683.1
– volume: 95
  start-page: 1235
  year: 2014
  ident: 5333_CR37
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/BAMS-D-13-00043.1
– volume: 17
  start-page: 705
  year: 2013
  ident: 5333_CR58
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-17-705-2013
– volume: 60
  start-page: 113
  year: 2016
  ident: 5333_CR120
  publication-title: Int J Biometeorol
  doi: 10.1007/s00484-015-1009-7
– volume: 15
  start-page: 34
  year: 2017
  ident: 5333_CR4
  publication-title: Weather Clim Extrem
  doi: 10.1016/j.wace.2017.02.001
– volume: 137
  start-page: 553
  year: 2011
  ident: 5333_CR38
  publication-title: Q J R Meteorol Soc
  doi: 10.1002/qj.828
– volume: 376
  start-page: 20160452
  year: 2018
  ident: 5333_CR19
  publication-title: Philos Trans R Soc A Math Phys Eng Sci
  doi: 10.1098/rsta.2016.0452
– ident: 5333_CR68
– volume: 123
  start-page: 8062
  year: 2018
  ident: 5333_CR78
  publication-title: J Geophys Res Atmos
  doi: 10.1029/2018JD028821
– volume: 54
  start-page: 99
  year: 2020
  ident: 5333_CR79
  publication-title: Clim Dyn
  doi: 10.1007/s00382-019-04990-z
– volume: 137
  start-page: 245
  year: 2016
  ident: 5333_CR75
  publication-title: Clim Change
  doi: 10.1007/s10584-016-1665-6
– volume: 45
  start-page: 352
  year: 2018
  ident: 5333_CR85
  publication-title: Geophys Res Lett
  doi: 10.1029/2018GL079567
– ident: 5333_CR26
– volume: 136
  start-page: 413
  year: 2016
  ident: 5333_CR34
  publication-title: Clim Change
  doi: 10.1007/s10584-016-1635-z
– volume: 9
  start-page: 16063
  year: 2019
  ident: 5333_CR94
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-52277-4
– volume: 2
  start-page: 45
  year: 2011
  ident: 5333_CR31
  publication-title: Wiley Interdiscip Rev Clim Chang
  doi: 10.1002/wcc.81
– volume: 6
  start-page: 508
  year: 2016
  ident: 5333_CR44
  publication-title: Nat Clim Chang
  doi: 10.1038/nclimate2941
– volume: 37
  start-page: 1483
  year: 2017
  ident: 5333_CR119
  publication-title: Int J Climatol
  doi: 10.1002/joc.4792
– volume: 37
  start-page: 2269
  year: 2017
  ident: 5333_CR137
  publication-title: Int J Climatol
  doi: 10.1002/joc.4840
– volume: 11
  start-page: 4
  year: 2016
  ident: 5333_CR3
  publication-title: Weather Clim Extrem
  doi: 10.1016/j.wace.2015.10.007
– volume: 53
  start-page: 5833
  year: 2019
  ident: 5333_CR45
  publication-title: Clim Dyn
  doi: 10.1007/s00382-019-04900-3
– ident: 5333_CR133
– volume: 194
  start-page: 202
  year: 2017
  ident: 5333_CR6
  publication-title: Atmos Res
  doi: 10.1016/j.atmosres.2017.05.005
– volume: 93
  start-page: 167
  year: 2008
  ident: 5333_CR46
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-007-0348-7
– volume: 7
  start-page: 1
  year: 2017
  ident: 5333_CR5
  publication-title: Sci Rep
  doi: 10.1038/s41598-017-08298-y
– volume: 131
  start-page: 1145
  year: 2018
  ident: 5333_CR93
  publication-title: Meteorol Atmos Phys
  doi: 10.1007/s00703-018-0627-0
– volume: 87
  start-page: 1095
  year: 2006
  ident: 5333_CR77
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/1520-0477(2006)87[1095:DPGFSA]2.0.CO;2
– volume: 4
  start-page: 014013
  year: 2009
  ident: 5333_CR28
  publication-title: Environ Res Lett
  doi: 10.1088/1748-9326/4/1/014013
– volume: 63
  start-page: 1379
  year: 1968
  ident: 5333_CR113
  publication-title: J Am Stat Assoc
  doi: 10.2307/2285891
– ident: 5333_CR23
– volume: 4
  start-page: 213
  year: 2013
  ident: 5333_CR103
  publication-title: Wiley Interdiscip Rev Clim Chang
  doi: 10.1002/wcc.220
– volume: 40
  start-page: 1197
  year: 2020
  ident: 5333_CR129
  publication-title: Int J Climatol
  doi: 10.1002/joc.6265
– volume: 448
  start-page: 461
  year: 2007
  ident: 5333_CR134
  publication-title: Nature
  doi: 10.1038/nature06025
– volume: 116
  start-page: 705
  year: 2013
  ident: 5333_CR116
  publication-title: Clim Change
  doi: 10.1007/s10584-012-0504-7
– volume: 38
  start-page: 1760
  year: 2018
  ident: 5333_CR54
  publication-title: Int J Climatol
  doi: 10.1002/joc.5294
– volume: 19
  start-page: 1490
  year: 2006
  ident: 5333_CR60
  publication-title: J Clim
  doi: 10.1175/JCLI3695.1
– volume: 118
  start-page: 2473
  year: 2013
  ident: 5333_CR115
  publication-title: J Geophys Res Atmos
  doi: 10.1002/jgrd.50188
– volume: 11
  start-page: 114029
  year: 2016
  ident: 5333_CR12
  publication-title: Environ Res Lett
  doi: 10.1088/1748-9326/11/11/114029
– year: 2020
  ident: 5333_CR90
  publication-title: Ann N Y Acad Sci
  doi: 10.1111/nyas.14307
– volume: 5
  start-page: 85
  year: 2015
  ident: 5333_CR108
  publication-title: Am J Environ Eng
  doi: 10.5923/s.ajee.201501.12
– volume: 114
  start-page: D02101
  year: 2009
  ident: 5333_CR18
  publication-title: J Geophys Res Atmos
  doi: 10.1029/2008JD010761
– volume: 08
  start-page: 252
  year: 2016
  ident: 5333_CR97
  publication-title: J Water Resour Prot
  doi: 10.4236/jwarp.2016.82022
– volume: 10
  start-page: 73
  year: 2019
  ident: 5333_CR55
  publication-title: Earth Syst Dyn
  doi: 10.5194/esd-10-73-2019
– ident: 5333_CR62
– volume: 21
  start-page: 6201
  year: 2017
  ident: 5333_CR15
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-21-6201-2017
– volume: 118
  start-page: 10,262
  year: 2013
  ident: 5333_CR27
  publication-title: J Geophys Res Atmos
  doi: 10.1002/jgrd.50799
– volume: 13
  start-page: 035009
  year: 2018
  ident: 5333_CR2
  publication-title: Environ Res Lett
  doi: 10.1088/1748-9326/aaafd6
– volume: 19
  start-page: 3097
  year: 2019
  ident: 5333_CR64
  publication-title: Atmos Chem Phys
  doi: 10.5194/acp-19-3097-2019
– volume: 130
  start-page: 77
  year: 2017
  ident: 5333_CR100
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-016-1865-z
– volume: 5
  start-page: 12004
  year: 2015
  ident: 5333_CR61
  publication-title: Sci Rep
  doi: 10.1038/srep12004
– volume: 138
  start-page: 2021
  year: 2019
  ident: 5333_CR35
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-019-02921-w
– volume: 18
  start-page: 2313
  year: 2017
  ident: 5333_CR96
  publication-title: J Hydrometeorol
  doi: 10.1175/JHM-D-16-0201.1
– volume: 23
  start-page: 207
  year: 2019
  ident: 5333_CR17
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-23-207-2019
– volume: 2
  start-page: 851
  year: 2011
  ident: 5333_CR132
  publication-title: Wiley Interdiscip Rev Clim Chang
  doi: 10.1002/wcc.147
– volume: 259
  start-page: 254
  year: 2002
  ident: 5333_CR131
  publication-title: J Hydrol
  doi: 10.1016/S0022-1694(01)00594-7
– volume: 116
  start-page: D12115
  year: 2011
  ident: 5333_CR30
  publication-title: J Geophys Res
  doi: 10.1029/2010JD015541
– volume: 42
  start-page: 2367
  year: 2014
  ident: 5333_CR49
  publication-title: Clim Dyn
  doi: 10.1007/s00382-013-1915-5
– volume: 634
  start-page: 1540
  year: 2018
  ident: 5333_CR69
  publication-title: Sci Total Environ
  doi: 10.1016/j.scitotenv.2018.03.256
– volume: 27
  start-page: 5019
  year: 2014
  ident: 5333_CR43
  publication-title: J Clim
  doi: 10.1175/JCLI-D-13-00405.1
– volume: 54
  start-page: 5065
  year: 2020
  ident: 5333_CR10
  publication-title: Clim Dyn
  doi: 10.1007/s00382-020-05272-9
– volume: 11
  start-page: 379
  year: 2019
  ident: 5333_CR11
  publication-title: Water
  doi: 10.3390/w11020379
– volume: 3
  start-page: 52
  year: 2013
  ident: 5333_CR32
  publication-title: Nat Clim Chang
  doi: 10.1038/nclimate1633
– volume: 3
  start-page: 1033
  year: 2013
  ident: 5333_CR50
  publication-title: Nat Clim Chang
  doi: 10.1038/nclimate2051
– volume: 12
  start-page: 216
  year: 2020
  ident: 5333_CR80
  publication-title: Northwestern Colombia Water
  doi: 10.3390/w12010216
– year: 2019
  ident: 5333_CR82
  publication-title: Int J Climatol
  doi: 10.1002/joc.6175
– volume: 100
  start-page: 473
  year: 2019
  ident: 5333_CR16
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/BAMS-D-17-0138.1
– volume: 02
  start-page: 237
  year: 2013
  ident: 5333_CR70
  publication-title: Am J Clim Chang
  doi: 10.4236/ajcc.2013.24024
– volume: 38
  start-page: 1
  year: 2011
  ident: 5333_CR122
  publication-title: Geophys Res Lett
  doi: 10.1029/2011GL049863
– volume: 19
  start-page: 2503
  year: 2019
  ident: 5333_CR40
  publication-title: Reg Environ Chang
  doi: 10.1007/s10113-019-01580-x
– volume: 19
  start-page: 3088
  year: 2006
  ident: 5333_CR114
  publication-title: J Clim
  doi: 10.1175/JCLI3790.1
– volume: 12
  start-page: 2451
  year: 1999
  ident: 5333_CR33
  publication-title: J Clim
  doi: 10.1175/1520-0442(1999)012<2451:EOCSMP>2.0.CO;2
– volume: 27
  start-page: 6591
  year: 2014
  ident: 5333_CR135
  publication-title: J Clim
  doi: 10.1175/JCLI-D-13-00761.1
– volume: 50
  start-page: 885
  year: 2007
  ident: 5333_CR92
  publication-title: Trans ASABE
  doi: 10.13031/2013.23153
– volume: 34
  start-page: 1
  year: 2007
  ident: 5333_CR9
  publication-title: Geophys Res Lett
  doi: 10.1029/2006GL028946
– volume: 137
  start-page: 1305
  year: 2019
  ident: 5333_CR111
  publication-title: Theor Appl Climatol
  doi: 10.1007/s00704-018-2667-2
– volume: 19
  start-page: 1
  year: 2018
  ident: 5333_CR51
  publication-title: Atmos Sci Lett
  doi: 10.1002/asl.803
– volume: 228–229
  start-page: 286
  year: 2016
  ident: 5333_CR105
  publication-title: Agric For Meteorol
  doi: 10.1016/j.agrformet.2016.07.005
– ident: 5333_CR22
– volume: 118
  start-page: 2098
  year: 2013
  ident: 5333_CR42
  publication-title: J Geophys Res Atmos
  doi: 10.1002/jgrd.50150
– volume: 27
  start-page: 5815
  year: 2014
  ident: 5333_CR24
  publication-title: J Clim
  doi: 10.1175/JCLI-D-13-00423.1
– volume: 39
  start-page: 579
  year: 2019
  ident: 5333_CR29
  publication-title: Int J Climatol
  doi: 10.1002/joc.5829
– volume: 37
  start-page: 2013
  year: 2017
  ident: 5333_CR7
  publication-title: Int J Climatol
  doi: 10.1002/joc.4831
– volume: 04
  start-page: 10
  year: 2014
  ident: 5333_CR124
  publication-title: Open J Mod Hydrol
  doi: 10.4236/ojmh.2014.41002
– volume: 29
  start-page: 1384
  year: 2015
  ident: 5333_CR56
  publication-title: Global Biogeochem Cycles
  doi: 10.1002/2014GB005080
– volume: 21
  start-page: 589
  year: 2017
  ident: 5333_CR14
  publication-title: Hydrol Earth Syst Sci
  doi: 10.5194/hess-21-589-2017
– ident: 5333_CR86
– volume: 57
  start-page: 101923
  year: 2019
  ident: 5333_CR52
  publication-title: Glob Environ Chang
  doi: 10.1016/j.gloenvcha.2019.05.007
– volume: 25
  start-page: 885
  year: 2010
  ident: 5333_CR109
  publication-title: Weather Forecast
  doi: 10.1175/2010waf2222325.1
– volume: 2017
  start-page: 1
  year: 2017
  ident: 5333_CR130
  publication-title: Adv Meteorol
  doi: 10.1155/2017/2956373
– volume: 72
  start-page: 4817
  year: 2014
  ident: 5333_CR8
  publication-title: Environ Earth Sci
  doi: 10.1007/s12665-014-3301-y
– volume: 32
  start-page: 600
  year: 2017
  ident: 5333_CR95
  publication-title: Rev Bras Meteorol
  doi: 10.1590/0102-7786324008
– volume: 5
  start-page: 7
  year: 2014
  ident: 5333_CR21
  publication-title: Weather Clim Extrem
  doi: 10.1016/j.wace.2014.10.001
– volume: 39
  start-page: 2351
  year: 2019
  ident: 5333_CR136
  publication-title: Int J Climatol
  doi: 10.1002/joc.5956
– volume: 8
  start-page: 38
  year: 2007
  ident: 5333_CR67
  publication-title: J Hydrometeorol
  doi: 10.1175/JHM560.1
– volume: 68
  start-page: 151
  year: 2016
  ident: 5333_CR81
  publication-title: Clim Res
  doi: 10.3354/cr01393
– volume: 6
  start-page: 1
  year: 2018
  ident: 5333_CR89
  publication-title: Front Earth Sci
  doi: 10.3389/feart.2018.00228
– volume: 1146
  start-page: 87
  year: 2008
  ident: 5333_CR47
  publication-title: Ann N Y Acad Sci
  doi: 10.1196/annals.1446.010
– volume: 29
  start-page: 2241
  year: 2009
  ident: 5333_CR87
  publication-title: Int J Climatol
  doi: 10.1002/joc.1863
– volume: 77
  start-page: 437
  year: 1996
  ident: 5333_CR71
  publication-title: Bull Am Meteorol Soc
  doi: 10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2
SSID ssj0014672
Score 2.578793
Snippet Brazil experiences extreme weather and climate events that cause numerous economic and social losses, and according to climate change projections, these events...
SourceID proquest
gale
crossref
springer
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 1403
SubjectTerms 21st century
Adaptation
Analysis
Brazil
Change detection
climate
Climate change
Climate change research
Climate models
Climatic changes
Climatic extremes
Climatic indexes
Climatology
cold
data collection
Datasets
dynamics
Earth and Environmental Science
Earth Sciences
Economics
Extreme cold
Extreme weather
Forecasts and trends
Geophysics/Geodesy
Global climate
History
latitude
longitude
Mitigation
Oceanography
Precipitation
Research programmes
research programs
temperature
Trends
Weather
Wet days
SummonAdditionalLinks – databaseName: Text complet a ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELagPcAFQQERKGAQggNYZG1n45xQW7UqSK1QoVJvluMHVFolZZO9rPjxzDhOqgXRY7QTJ9kZj795E_KmEJUr53bOPA8Vk7LwzJS5YcbWgE5BqIzBiO7J6fz4XH65KC6Sw61LaZWjToyK2rUWfeQfIzTmpcqrT1e_GE6NwuhqGqFxm2yDClZgfG3vH55-PZviCKAGYhyhEjkrAZmksplYPIdBMc7QfMJ6VMHWG0fT3wr6n0hpPICO7pN7CTnSvYHVD8gt3-yQO2NhcbdDshMAwO0y-snpW3qwuAQ0Gq8ekt9DcBcWpnboyERN4-jQUYT2MTGWtoHaeJOnoLLRcdhRE9-V7i_N-nJB8cxztG0oQM3YzQQpYB3YLv1POnSFpnG4Dk0uHpTqR-T86PD7wTFLgxeYBTzVs1o4K60JysBhHtDkU95X0oFpUQNGcoIHwfPA6yBV4aSplZwFwBrWAXzKnRePyVbTNv4JoaqUzjulrOFWVh6sGeGrwpQOG8cVvMzIbPzPtU1dyXE4xkJP_ZQjnzTwSUc-6XVG3k_3XA09OW6kfoms1ENd6bSh9d5c5JgKoGYZeR0psB1Gg_k2P8yq6_Tnb2cbRO8SUWjhBa1J5QvwmdhBa4NydxQanRRCp6_FNyOvpp9hK2N8xjS-XQFNAXAOEJTgGfkwCtv1Ev__xKc3P_EZucujmGNm3C7Z6pcr_xygVF-_SPvlD8rkGxg
  priority: 102
  providerName: ProQuest
Title Assessing current and future trends of climate extremes across Brazil based on reanalyses and earth system model projections
URI https://link.springer.com/article/10.1007/s00382-020-05333-z
https://www.proquest.com/docview/2425727809
https://www.proquest.com/docview/2574338132
Volume 55
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3fb9MwELZge0FIiA0QgbEZhOABLKW20ySP7dYyQBtoUGk8WY7twKQqQU36UvHHc-c4QR0_JJ6iKFcr6d3Z3_nuPhPyPBG5TcdmzBwvcyZl4phOY820KQCdglFpjRnds_Px6UK-u0wuQ1NY01e79ylJP1MPzW6YxOIMwx3sHxVsc5PsJhi7gxUv-GTIHYDr-9xBLmKWAhoJrTJ_HmNrObo-Kf-WHfWLzvwuuRPQIp106t0jN1y1T6IzALr1yu-H0xf0eHkFqNPf7ZPbH4zTVaChvkd-dDldGJuajoiJ6srSjkiEtr4eltYlNX4MR2Gmxv3Chmr_unS60purJcWlztK6ooAwPYkJSsA44CXtN9qRQVN_pg4NOztozPfJYj77fHzKwnkLzACMalkhrJFGl5mGNbzESC9zLpcWIooCoJEVvBQ8LnlRyiyxUheZHJUAMYwF1BRbJx6Qnaqu3ENCs1RaZ7PMaG5k7iCIES5PdGqRLy7haURG_d-uTCAjxzMxlmqgUfaqUqAq5VWlNhF5Nfzme0fF8U_pI9Sm6tpJBz9Wk7GIsQIgG0XkmZdAFowKy2y-6nXTqLefLraEXgahsoYXNDp0LcBnInHWluRBbzcqzAON8gEdT7M4j8jT4TF4MKZldOXqNcgkgOIAOAkekde9vf0a4u-f-Oj_xB-TW9xbPhbIHZCddrV2TwBRtcUh2Z1MT6ZzvL758n4G1-ns_OPFoXesn947HOw
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwELdG9zBeEAwQgcEM4uMBLFLbaZIHhLaxqWVrhcYm7c04tgOTqmQ0qRAVfxN_I3dO0qkg9rbHqBcn6Z3vfuf7IuR5JFIbD8yAOZ6nTMrIMR2HmmmTAToFodIaI7rjyWB4Kj-eRWdr5HdXC4NplZ1O9IralgbPyN96aMzjJEzfX3xnODUKo6vdCI1GLA7dzx_gslXvRh-Avy84P9g_2RuydqoAMwAWapYJa6TReaLBUuXozyTOpdICbs4AAFjBc8HDnGe5TCIrdZbIfg6G1FjABqF1Ata9QdalAFemR9Z39yefjpdxC1A7Pm6RipDFgITaMh1frIdBOM7QXcP6V8EWK6bwb4PwT2TWG7yD2-RWi1TpTiNad8iaKzbJRlfIXG2SYAyAu5z5c3n6ku5NzwH9-qu75FcTTIaFqWk6QFFdWNp0MKG1T8SlZU6Nv8lRMBF4UFlR7d-V7s704nxK0cZaWhYUoK3vnoIUsA7wof5Gmy7U1A_zoe2REu6ie-T0Wlhyn_SKsnAPCE1iaZ1NEqO5kakD70m4NNKxxUZ1EY8D0u_-c2XaLug4jGOqlv2bPZ8U8El5PqlFQF4v77loeoBcSb2NrFRNHetSgaidgQgx9SDpB-SZp8D2GwXm93zV86pSo8_HK0SvWqK8hBc0ui2XgM_Ejl0rlFud0KhWAVXqcrsE5OnyZ1AdGA_ShSvnQBMBfATEJnhA3nTCdrnE_z_x4dVP3CYbw5PxkToaTQ4fkZvcizxm5W2RXj2bu8cA4-rsSbt3KPly3dv1D-6bWA0
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VrQRcEBQQgUIN4nGgVrNOskkOCPW16lK6qgqVejOO7UClVVI2u0Ks-GX8OmacR7Ugeusxyth5zHjms-cF8DIKUhMP9IBbkac8DCPLVewrrnSG6BSFSiny6B6NBwen4Yez6GwFfre5MBRW2epEp6hNqemMfMtBYxEnfrqVN2ERx3vD9xffOXWQIk9r206jFpFD-_MHbt-qd6M95PUrIYb7n3cPeNNhgGsEDjOeBUaHWuWJQquV094msTYNDWLoDMGACUQeCD8XWR4mkQlVloT9HI2qNogTfGMDnPcGrMY40u_B6s7--Pik82GgCnI-jDTweYyoqEnZcYl75JATnLZulAsb8MWSWfzbOPzjpXXGb3gX7jSolW3XYnYPVmyxBrfapOZqDbwjBN_l1J3Rs9dsd3KOSNhd3YdftWMZJ2a6rgbFVGFYXc2EzVxQLitzpt0gy_Cf06FlxZR7V7YzVYvzCSN7a1hZMIS5rpIKUeA8yIfZN1ZXpGausQ9rjpdoRT2A02thyUPoFWVhHwFL4tBYkyRaCR2mFndSgU0jFRsqWheJ2IN--8-lbiqiU2OOiexqOTs-SeSTdHySCw_edmMu6nogV1JvECtlndPaKRO5PQh8CkNI-h68cBRUiqMgof6q5lUlR59OlojeNER5iS-oVZM6gZ9J1buWKNdboZGNMqrk5dLx4Hl3G9UI-YZUYcs50kQIJRG9BcKDzVbYLqf4_yc-vvqJG3ATl6n8OBofPoHbwkk8BeitQ282nduniOhm2bNm6TD4ct2r9Q8Y1FxC
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Assessing+current+and+future+trends+of+climate+extremes+across+Brazil+based+on+reanalyses+and+earth+system+model+projections&rft.jtitle=Climate+dynamics&rft.au=Avila-Diaz%2C+Alvaro&rft.au=Benezoli%2C+Victor&rft.au=Justino%2C+Flavio&rft.au=Torres%2C+Roger&rft.date=2020-09-01&rft.pub=Springer+Berlin+Heidelberg&rft.issn=0930-7575&rft.eissn=1432-0894&rft.volume=55&rft.issue=5-6&rft.spage=1403&rft.epage=1426&rft_id=info:doi/10.1007%2Fs00382-020-05333-z&rft.externalDocID=10_1007_s00382_020_05333_z
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0930-7575&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0930-7575&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0930-7575&client=summon