Assessment of the spatiotemporal evolution and driving forces of meteorological drought in the North China Plain

With the changing trend of global temperature increase, the occurrence of drought events can no longer be ignored. An investigation of the spatiotemporal evolution characteristics of meteorological droughts and their responses to climatic variables can elucidate the mechanisms of the water cycle evo...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of climatology Vol. 43; no. 16; pp. 7883 - 7898
Main Authors Yang, Cuiping, Liu, Changhong, Wang, Yongqiang, Gu, Yuhui, Ma, Xiaoyi
Format Journal Article
LanguageEnglish
Published Chichester, UK John Wiley & Sons, Ltd 30.12.2023
Wiley Subscription Services, Inc
Subjects
Online AccessGet full text

Cover

Loading…
Abstract With the changing trend of global temperature increase, the occurrence of drought events can no longer be ignored. An investigation of the spatiotemporal evolution characteristics of meteorological droughts and their responses to climatic variables can elucidate the mechanisms of the water cycle evolution in changing environments. In the present study, the standardized precipitation evapotranspiration index was used to characterize meteorological drought in the North China Plain (NCP) from 1970 to 2020. The spatiotemporal patterns of meteorological drought were analysed, and the contributions of climatic factors on annual and seasonal time scale drought evolution were determined. The results revealed that meteorological drought showed a decreasing trend (−0.07/10a) in the NCP from 1970 to 2020 and the most severe meteorological drought occurred in winter, with 56.56% of the region experiencing an increased drought trend in this season. Significant trends were identified for mean temperature (Tmean), temperature difference, and wind speed in the drought trend evolution. Precipitation (P) and Tmean were the primary controlling factors of the drought evolution. The strongest effect on drought change were exerted by P in spring (contribution [Con]: 1.57%), summer (Con: 1.79%) and autumn (Con: 2.43%), and the negative contribution of Tmean in winter (Con: −3.64%) was greater than the positive contribution of P (Con: 2.69%). The contribution of climatic variables to drought were increased by regional altitude difference. The results reveal a novel explanatory mechanism of climate change's effects on drought. Evolution of meteorological drought and assessment of its drivers in the North China Plain.
AbstractList With the changing trend of global temperature increase, the occurrence of drought events can no longer be ignored. An investigation of the spatiotemporal evolution characteristics of meteorological droughts and their responses to climatic variables can elucidate the mechanisms of the water cycle evolution in changing environments. In the present study, the standardized precipitation evapotranspiration index was used to characterize meteorological drought in the North China Plain (NCP) from 1970 to 2020. The spatiotemporal patterns of meteorological drought were analysed, and the contributions of climatic factors on annual and seasonal time scale drought evolution were determined. The results revealed that meteorological drought showed a decreasing trend (−0.07/10a) in the NCP from 1970 to 2020 and the most severe meteorological drought occurred in winter, with 56.56% of the region experiencing an increased drought trend in this season. Significant trends were identified for mean temperature ( T mean ), temperature difference, and wind speed in the drought trend evolution. Precipitation ( P ) and T mean were the primary controlling factors of the drought evolution. The strongest effect on drought change were exerted by P in spring ( contribution [ Con ]: 1.57%), summer ( Con : 1.79%) and autumn ( Con : 2.43%), and the negative contribution of T mean in winter ( Con : −3.64%) was greater than the positive contribution of P ( Con : 2.69%). The contribution of climatic variables to drought were increased by regional altitude difference. The results reveal a novel explanatory mechanism of climate change's effects on drought.
With the changing trend of global temperature increase, the occurrence of drought events can no longer be ignored. An investigation of the spatiotemporal evolution characteristics of meteorological droughts and their responses to climatic variables can elucidate the mechanisms of the water cycle evolution in changing environments. In the present study, the standardized precipitation evapotranspiration index was used to characterize meteorological drought in the North China Plain (NCP) from 1970 to 2020. The spatiotemporal patterns of meteorological drought were analysed, and the contributions of climatic factors on annual and seasonal time scale drought evolution were determined. The results revealed that meteorological drought showed a decreasing trend (−0.07/10a) in the NCP from 1970 to 2020 and the most severe meteorological drought occurred in winter, with 56.56% of the region experiencing an increased drought trend in this season. Significant trends were identified for mean temperature (Tmean), temperature difference, and wind speed in the drought trend evolution. Precipitation (P) and Tmean were the primary controlling factors of the drought evolution. The strongest effect on drought change were exerted by P in spring (contribution [Con]: 1.57%), summer (Con: 1.79%) and autumn (Con: 2.43%), and the negative contribution of Tmean in winter (Con: −3.64%) was greater than the positive contribution of P (Con: 2.69%). The contribution of climatic variables to drought were increased by regional altitude difference. The results reveal a novel explanatory mechanism of climate change's effects on drought.
With the changing trend of global temperature increase, the occurrence of drought events can no longer be ignored. An investigation of the spatiotemporal evolution characteristics of meteorological droughts and their responses to climatic variables can elucidate the mechanisms of the water cycle evolution in changing environments. In the present study, the standardized precipitation evapotranspiration index was used to characterize meteorological drought in the North China Plain (NCP) from 1970 to 2020. The spatiotemporal patterns of meteorological drought were analysed, and the contributions of climatic factors on annual and seasonal time scale drought evolution were determined. The results revealed that meteorological drought showed a decreasing trend (−0.07/10a) in the NCP from 1970 to 2020 and the most severe meteorological drought occurred in winter, with 56.56% of the region experiencing an increased drought trend in this season. Significant trends were identified for mean temperature (Tmean), temperature difference, and wind speed in the drought trend evolution. Precipitation (P) and Tmean were the primary controlling factors of the drought evolution. The strongest effect on drought change were exerted by P in spring (contribution [Con]: 1.57%), summer (Con: 1.79%) and autumn (Con: 2.43%), and the negative contribution of Tmean in winter (Con: −3.64%) was greater than the positive contribution of P (Con: 2.69%). The contribution of climatic variables to drought were increased by regional altitude difference. The results reveal a novel explanatory mechanism of climate change's effects on drought. Evolution of meteorological drought and assessment of its drivers in the North China Plain.
Author Gu, Yuhui
Wang, Yongqiang
Liu, Changhong
Ma, Xiaoyi
Yang, Cuiping
Author_xml – sequence: 1
  givenname: Cuiping
  surname: Yang
  fullname: Yang, Cuiping
  organization: Northwest A & F University
– sequence: 2
  givenname: Changhong
  surname: Liu
  fullname: Liu, Changhong
  organization: College of Agronomy, Northwest A & F University
– sequence: 3
  givenname: Yongqiang
  surname: Wang
  fullname: Wang, Yongqiang
  organization: Northwest A & F University
– sequence: 4
  givenname: Yuhui
  surname: Gu
  fullname: Gu, Yuhui
  organization: Northwest A & F University
– sequence: 5
  givenname: Xiaoyi
  surname: Ma
  fullname: Ma, Xiaoyi
  email: xma@nwafu.edu.cn
  organization: Northwest A & F University
BookMark eNp1kE1LAzEQhoNUsK2CPyHgxcvWbPYrOZbiJ8V60POSTSZtyjZZk7TSf--29SR6Ghie5x3mHaGBdRYQuk7JJCWE3q2dnDDKqzM0TAmvEkIYG6AhYZwnLE_ZBRqFsCaEcJ6WQ9RNQ4AQNmAjdhrHFeDQiWhchE3nvGgx7Fy77RcWC6uw8mZn7BJr5yWEg7KBCM671i2N7HHl3Xa5itjYY9ir83GFZytjBX5rhbGX6FyLNsDVzxyjj4f799lTMl88Ps-m80RSnlUJ5IIzrqHRTVGpIs-05E1TsixXsszyoqIpZ0VGS-AlJVwxKrXSUJSNIorKLBujm1Nu593nFkKs127rbX-yppzQoqyylPfU5ERJ70LwoGtp4uF9G70wbZ2S-tBq78r60Gov3P4SOm82wu__QpMT-mVa2P_L1S-L2ZH_BpQHih8
CitedBy_id crossref_primary_10_1016_j_jenvman_2025_124599
crossref_primary_10_1002_joc_8727
Cites_doi 10.1002/joc.4978
10.1007/s00382-017-3987-0
10.1002/2014RG000456
10.1007/s12665-013-2897-7
10.1016/j.atmosres.2021.105797
10.3390/rs71215844
10.1016/j.pce.2018.07.001
10.1016/j.jhydrol.2010.07.012
10.1016/j.atmosres.2020.105108
10.1016/j.agrformet.2017.12.077
10.1016/j.agrformet.2022.108821
10.1175/JHM-D-19-0290.1
10.1007/s11069-015-1954-9
10.1016/j.atmosres.2020.105256
10.1007/s00468-016-1430-5
10.1007/s13201-020-01345-6
10.1016/j.atmosres.2020.105096
10.1016/j.jhydrol.2016.11.044
10.1016/j.ecolind.2023.110593
10.1016/j.ejrh.2022.101013
10.1073/pnas.1916208117
10.1016/j.ecolind.2020.107107
10.1038/ngeo2141
10.1002/joc.3887
10.1016/j.jhydrol.2018.11.055
10.1016/j.agwat.2022.107888
10.1002/joc.6081
10.1016/j.ecolind.2019.105532
10.5194/hess-20-2483-2016
10.1016/j.jhydrol.2021.127310
10.15666/aeer1703_55395559
10.1016/j.ecolind.2022.109076
10.1175/2009JCLI2909.1
10.1175/1520-0477-83.8.1181
10.1007/s00477-015-1157-7
10.1016/j.atmosres.2022.106087
10.1007/s10584-012-0419-3
10.1016/j.agsy.2018.01.010
10.1016/j.jhydrol.2018.07.077
10.1016/j.agwat.2021.107301
10.1016/j.agwat.2018.12.006
10.1038/nclimate2956
10.1016/j.jhydrol.2017.12.044
10.1111/j.1752-1688.1974.tb00590.x
10.1002/2014GL062039
10.1007/978-90-481-2666-8_12
10.1016/j.agrformet.2017.11.024
10.1038/nclimate2563
10.1016/j.scitotenv.2020.144437
10.1029/2007GL031541
10.2307/1907187
10.1080/01621459.1968.10480934
10.1016/j.jhydrol.2022.127903
10.1080/02626667.2019.1691218
10.1038/nature14550
10.5194/hess-16-4057-2012
10.1002/joc.781
10.54302/mausam.v67i1.1174
ContentType Journal Article
Copyright 2023 Royal Meteorological Society.
2023 Royal Meteorological Society
Copyright_xml – notice: 2023 Royal Meteorological Society.
– notice: 2023 Royal Meteorological Society
DBID AAYXX
CITATION
7TG
7TN
F1W
H96
KL.
L.G
DOI 10.1002/joc.8297
DatabaseName CrossRef
Meteorological & Geoastrophysical Abstracts
Oceanic Abstracts
ASFA: Aquatic Sciences and Fisheries Abstracts
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
Meteorological & Geoastrophysical Abstracts - Academic
Aquatic Science & Fisheries Abstracts (ASFA) Professional
DatabaseTitle CrossRef
Aquatic Science & Fisheries Abstracts (ASFA) Professional
Meteorological & Geoastrophysical Abstracts
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
Oceanic Abstracts
Meteorological & Geoastrophysical Abstracts - Academic
ASFA: Aquatic Sciences and Fisheries Abstracts
DatabaseTitleList CrossRef
Aquatic Science & Fisheries Abstracts (ASFA) Professional

DeliveryMethod fulltext_linktorsrc
Discipline Meteorology & Climatology
EISSN 1097-0088
EndPage 7898
ExternalDocumentID 10_1002_joc_8297
JOC8297
Genre researchArticle
GeographicLocations China
GeographicLocations_xml – name: China
GrantInformation_xml – fundername: National Key R&D Program of China
  funderid: 2021YFD1900600
– fundername: National Natural Science Foundation of China
  funderid: 52179048
GroupedDBID .3N
.GA
05W
0R~
10A
1L6
1OB
1OC
1ZS
33P
3SF
3WU
4.4
50Y
50Z
51W
51X
52M
52N
52O
52P
52S
52T
52U
52W
52X
5GY
5VS
66C
702
7PT
8-0
8-1
8-3
8-4
8-5
8UM
930
A03
AAESR
AAEVG
AAHBH
AAHQN
AAMMB
AAMNL
AANLZ
AAONW
AAXRX
AAYCA
AAZKR
ABCQN
ABCUV
ABIJN
ABJNI
ABPVW
ACAHQ
ACCZN
ACGFS
ACPOU
ACXBN
ACXQS
ADBBV
ADEOM
ADIZJ
ADKYN
ADMGS
ADOZA
ADXAS
ADZMN
AEFGJ
AEIGN
AEIMD
AENEX
AEUYR
AEYWJ
AFBPY
AFFPM
AFGKR
AFRAH
AFWVQ
AFZJQ
AGHNM
AGXDD
AGYGG
AHBTC
AIDQK
AIDYY
AITYG
AIURR
AJXKR
ALAGY
ALMA_UNASSIGNED_HOLDINGS
ALUQN
ALVPJ
AMBMR
AMYDB
ATUGU
AUFTA
AZBYB
AZVAB
BAFTC
BFHJK
BHBCM
BMNLL
BMXJE
BNHUX
BROTX
BRXPI
BY8
CS3
D-E
D-F
DCZOG
DPXWK
DR2
DRFUL
DRSTM
DU5
EBS
EDH
F00
F01
F04
G-S
G.N
GNP
GODZA
H.T
H.X
HBH
HGLYW
HHY
HZ~
IX1
J0M
JPC
LATKE
LAW
LC2
LC3
LEEKS
LH4
LITHE
LOXES
LP6
LP7
LUTES
LYRES
MEWTI
MK4
MRFUL
MRSTM
MSFUL
MSSTM
MXFUL
MXSTM
N04
N05
N9A
NF~
NNB
O66
O9-
OIG
P2P
P2W
P2X
P4D
Q.N
Q11
QB0
QRW
R.K
ROL
RX1
RYL
SUPJJ
TN5
UB1
V2E
W8V
W99
WBKPD
WH7
WIB
WIH
WIK
WOHZO
WQJ
WUPDE
WXSBR
WYISQ
XG1
XPP
XV2
ZZTAW
~02
~IA
~WT
AAHHS
AAYXX
ACCFJ
ADZOD
AEEZP
AEQDE
AIWBW
AJBDE
CITATION
7TG
7TN
F1W
H96
KL.
L.G
ID FETCH-LOGICAL-c2937-e4a989febfb57d543fc9bb6834dc6345721985326e96209d82cfdfe56bd0d2c33
IEDL.DBID DR2
ISSN 0899-8418
IngestDate Wed Aug 06 16:28:53 EDT 2025
Tue Jul 01 01:20:58 EDT 2025
Thu Apr 24 22:50:54 EDT 2025
Sun Jul 06 04:45:39 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 16
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2937-e4a989febfb57d543fc9bb6834dc6345721985326e96209d82cfdfe56bd0d2c33
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
PQID 2902567319
PQPubID 996368
PageCount 16
ParticipantIDs proquest_journals_2902567319
crossref_citationtrail_10_1002_joc_8297
crossref_primary_10_1002_joc_8297
wiley_primary_10_1002_joc_8297_JOC8297
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 30 December 2023
PublicationDateYYYYMMDD 2023-12-30
PublicationDate_xml – month: 12
  year: 2023
  text: 30 December 2023
  day: 30
PublicationDecade 2020
PublicationPlace Chichester, UK
PublicationPlace_xml – name: Chichester, UK
– name: Bognor Regis
PublicationTitle International journal of climatology
PublicationYear 2023
Publisher John Wiley & Sons, Ltd
Wiley Subscription Services, Inc
Publisher_xml – name: John Wiley & Sons, Ltd
– name: Wiley Subscription Services, Inc
References 1974; 10
2018; 162
2018; 249
2021; 247
2021; 766
2018; 564
2019; 17
1975
2014; 69
2016; 30
2019; 568
2020; 246
2012; 16
2014; 29
2021; 121
2022; 610
1968; 63
2010; 23
2017; 37
2002; 83
2022; 40
2022; 605
2010; 391
2016; 80
2007; 34, L20709
2014; 7
2015; 5
2022; 273
2022; 270
2021; 44
2018; 106
2015; 522
2015; 53
1945; 13
2019; 39
2021; 263
2004
2020; 78
2019; 106
2014; 41
2022; 315
2015; 7
2009; 29
2016; 6
2022; 261
2022; 141
1993; 17
2009; 114, D24104
2021; 11
2018; 557
2021
2020
2023; 154
2002; 22
1965
2016; 20
2020; 117
2019; 213
2018; 51
2020; 65
2020; 21
2012; 114
2014; 71
2014; 34
2017; 544
2016; 67
e_1_2_9_31_1
e_1_2_9_52_1
e_1_2_9_50_1
e_1_2_9_56_1
Palmer W.C. (e_1_2_9_35_1) 1965
Liu X.F. (e_1_2_9_22_1) 2014; 69
e_1_2_9_54_1
McKee T.B. (e_1_2_9_30_1) 1993; 17
Gao H. (e_1_2_9_12_1) 2009; 114
Zhang Q. (e_1_2_9_67_1) 2014; 29
e_1_2_9_14_1
e_1_2_9_39_1
e_1_2_9_16_1
e_1_2_9_37_1
e_1_2_9_58_1
Easterling D.R. (e_1_2_9_10_1) 2007; 34
e_1_2_9_18_1
Kendall M.G. (e_1_2_9_17_1) 1975
e_1_2_9_41_1
e_1_2_9_64_1
e_1_2_9_20_1
e_1_2_9_62_1
e_1_2_9_45_1
e_1_2_9_24_1
e_1_2_9_43_1
e_1_2_9_66_1
e_1_2_9_8_1
Masson‐Delmotte V. (e_1_2_9_28_1) 2021
e_1_2_9_6_1
e_1_2_9_4_1
e_1_2_9_60_1
e_1_2_9_2_1
e_1_2_9_26_1
e_1_2_9_49_1
e_1_2_9_47_1
Svoboda M. (e_1_2_9_46_1) 2004
e_1_2_9_53_1
e_1_2_9_51_1
e_1_2_9_11_1
e_1_2_9_34_1
e_1_2_9_57_1
e_1_2_9_13_1
e_1_2_9_32_1
e_1_2_9_55_1
National Bureau of Statistics (e_1_2_9_33_1) 2020
e_1_2_9_70_1
e_1_2_9_15_1
e_1_2_9_38_1
e_1_2_9_36_1
e_1_2_9_59_1
e_1_2_9_19_1
Zhang Q. (e_1_2_9_68_1) 2020; 78
e_1_2_9_42_1
e_1_2_9_63_1
e_1_2_9_40_1
e_1_2_9_61_1
e_1_2_9_21_1
e_1_2_9_23_1
e_1_2_9_65_1
e_1_2_9_7_1
e_1_2_9_5_1
Sun Y. (e_1_2_9_44_1) 2021; 44
e_1_2_9_3_1
e_1_2_9_9_1
e_1_2_9_25_1
e_1_2_9_27_1
e_1_2_9_48_1
e_1_2_9_69_1
e_1_2_9_29_1
References_xml – volume: 7
  start-page: 16672
  year: 2015
  end-page: 16687
  article-title: Elevation‐dependent vegetation greening of the Yarlung Zangbo River basin in the southern Tibetan Plateau, 1999–2013
  publication-title: Remote Sensing
– volume: 270
  year: 2022
  article-title: Analysis of drought and flood alternation and its driving factors in the Yangtze River Basin under climate change
  publication-title: Atmospheric Research
– volume: 16
  start-page: 4057
  year: 2012
  end-page: 4078
  article-title: Evaluation of drought propagation in an ensemble mean of large‐scale hydrological models
  publication-title: Hydrology and Earth System Sciences
– volume: 30
  start-page: 2029
  year: 2016
  end-page: 2039
  article-title: Impact of groundwater depth on leaf hydraulic properties and drought vulnerability of Populus euphratica in the Northwest of China
  publication-title: Trees‐Structure and Function
– volume: 44
  start-page: 654
  issue: 5
  year: 2021
  end-page: 657
  article-title: Impact of humanactivities on climate system: an interpretation of chapter III of WG I report of IPCC AR6
  publication-title: Transactions of Atmospheric Sciences
– volume: 246
  year: 2020
  article-title: Changes in reference evapotranspiration and its driving factors in peninsular Malaysia
  publication-title: Atmospheric Research
– volume: 106
  start-page: 1
  year: 2018
  end-page: 10
  article-title: Drought monitoring and analysis: standardised precipitation evapotranspiration index (SPEI) and standardised precipitation index (SPI)
  publication-title: Physics and Chemistry of the Earth, Parts A/B/C
– volume: 13
  start-page: 245
  year: 1945
  end-page: 259
  article-title: Nonparametric tests against trend
  publication-title: Econometrica: Journal of the Econometric Society
– year: 2021
– volume: 261
  year: 2022
  article-title: Dynamic variation of meteorological drought and its relationships with agricultural drought across China
  publication-title: Agricultural Water Management
– volume: 17
  issue: 3
  year: 2019
  article-title: Regional agricultural water footprint and crop water consumption study in Yellow River Basin, China
  publication-title: Applied Ecology and Environmental Research
– year: 1975
– volume: 162
  start-page: 10
  year: 2018
  end-page: 18
  article-title: Climate‐smart management can further improve winter wheat yield in China
  publication-title: Agricultural Systems
– volume: 6
  start-page: 706
  year: 2016
  end-page: 709
  article-title: Contribution of urbanization to warming in China
  publication-title: Nature Climate Change
– volume: 263
  year: 2021
  article-title: Quantifying the relative importance of potential evapotranspiration and timescale selection in assessing extreme drought frequency in conterminous China
  publication-title: Atmospheric Research
– volume: 117
  start-page: 11328
  year: 2020
  end-page: 11336
  article-title: Increased drought severity tracks warming in the United States' largest river basin
  publication-title: Proceedings of the National Academy of Sciences
– volume: 83
  start-page: 1181
  year: 2002
  end-page: 1190
  article-title: The drought monitor
  publication-title: Bulletin of the American Meteorological Society
– volume: 34
  start-page: 3001
  year: 2014
  end-page: 3023
  article-title: Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring
  publication-title: International Journal of Climatology
– volume: 213
  start-page: 1096
  year: 2019
  end-page: 1108
  article-title: Spatial and temporal characteristics of reference evapotranspiration and its climatic driving factors over China from 1979–2015
  publication-title: Agricultural Water Management
– volume: 11
  start-page: 1
  year: 2021
  end-page: 10
  article-title: Meteorological and hydrological drought monitoring using several drought indices
  publication-title: Applied Water Science
– volume: 80
  start-page: 23
  year: 2016
  end-page: 42
  article-title: Trend of water resource amount, drought frequency, and agricultural exposure to water stresses in the karst regions of South China
  publication-title: Natural Hazards
– volume: 557
  start-page: 378
  year: 2018
  end-page: 390
  article-title: A comparison of large‐scale climate signals and the North American Multi‐Model Ensemble (NMME) for drought prediction in China
  publication-title: Journal of Hydrology
– volume: 564
  start-page: 984
  year: 2018
  end-page: 996
  article-title: Drought evolution and its impact on the crop yield in the North China Plain
  publication-title: Journal of Hydrology
– volume: 53
  start-page: 452
  year: 2015
  end-page: 480
  article-title: Remote sensing of drought: progress, challenges and opportunities
  publication-title: Reviews of Geophysics
– volume: 29
  start-page: 153
  year: 2009
  end-page: 188
  article-title: Plant drought stress: effects, mechanisms and management
  publication-title: Sustainable Agriculture
– volume: 67
  start-page: 169
  year: 2016
  end-page: 182
  article-title: Resilient rainfed technologies for drought mitigation and sustainable food security
  publication-title: Mausam
– volume: 114
  start-page: 527
  year: 2012
  end-page: 547
  article-title: Climate change in mountains: a review of elevation‐dependent warming and its possible causes
  publication-title: Climatic Change
– volume: 315
  year: 2022
  article-title: Spatiotemporal patterns of maize drought stress and their effects on biomass in the Northeast and North China Plain from 2000 to 2019
  publication-title: Agricultural and Forest Meteorology
– volume: 544
  start-page: 306
  year: 2017
  end-page: 318
  article-title: Anthropogenic warming has caused hot droughts more frequently in China
  publication-title: Journal of Hydrology
– year: 2004
– volume: 34, L20709
  year: 2007
  article-title: Effects of temperature and precipitation trends on US drought
  publication-title: Geophysical Research Letters
– volume: 17
  start-page: 179
  year: 1993
  end-page: 184
  article-title: The relationship of drought frequency and duration to time scales
  publication-title: Eighth Conference on Applied Climatology
– volume: 30
  start-page: 1821
  year: 2016
  end-page: 1834
  article-title: Meteorological drought in the Beijiang River basin, South China: current observations and future projections
  publication-title: Stochastic Environmental Research and Risk Assessment
– volume: 20
  start-page: 2483
  year: 2016
  end-page: 2505
  article-title: From meteorological to hydrological drought using standardised indicators
  publication-title: Hydrology and Earth System Sciences
– volume: 522
  start-page: 465
  year: 2015
  end-page: 469
  article-title: Contribution of changes in atmospheric circulation patterns to extreme temperature trends
  publication-title: Nature
– volume: 65
  start-page: 254
  year: 2020
  end-page: 268
  article-title: Climate change impacts on meteorological drought using SPI and SPEI: case study of Ankara, Turkey
  publication-title: Hydrological Sciences Journal
– volume: 154
  year: 2023
  article-title: A novel comprehensive agricultural drought index accounting for precipitation, evapotranspiration, and soil moisture
  publication-title: Ecological Indicators
– volume: 249
  start-page: 149
  year: 2018
  end-page: 162
  article-title: Climate change enhances the severity and variability of drought in the Pearl River Basin in South China in the 21st century
  publication-title: Agricultural and Forest Meteorology
– volume: 21
  start-page: 1513
  year: 2020
  end-page: 1530
  article-title: Elucidating diverse drought characteristics from two meteorological drought indices (SPI and SPEI) in China
  publication-title: Journal of Hydrometeorology
– volume: 40
  year: 2022
  article-title: Soil moisture droughts in East Africa: spatiotemporal patterns and climate drivers
  publication-title: Journal of Hydrology: Regional Studies
– volume: 766
  year: 2021
  article-title: Diverse responses of spring phenology to preseason drought and warming under different biomes in the North China Plain
  publication-title: Science of the Total Environment
– volume: 246
  year: 2020
  article-title: Conditional distribution selection for SPEI‐daily and its revealed meteorological drought characteristics in China from 1961 to 2017
  publication-title: Atmospheric Research
– volume: 39
  start-page: 4392
  year: 2019
  end-page: 4412
  article-title: Assessment of candidate distributions for SPI/SPEI and sensitivity of drought to climatic variables in China
  publication-title: International Journal of Climatology
– volume: 41
  start-page: 7891
  year: 2014
  end-page: 7897
  article-title: The contribution of reduction in evaporative cooling to higher surface air temperatures during drought
  publication-title: Geophysical Research Letters
– volume: 249
  start-page: 107
  year: 2018
  end-page: 119
  article-title: Evaluation of six indices for monitoring agricultural drought in the south‐Central United States
  publication-title: Agricultural and Forest Meteorology
– volume: 23
  start-page: 1696
  year: 2010
  end-page: 1718
  article-title: A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index
  publication-title: Journal of Climate
– volume: 391
  start-page: 202
  year: 2010
  end-page: 216
  article-title: A review of drought concepts
  publication-title: Journal of Hydrology
– volume: 5
  start-page: 424
  year: 2015
  end-page: 430
  article-title: Elevation‐dependent warming in mountain regions of the world
  publication-title: Nature Climate Change
– volume: 29
  start-page: 80
  year: 2014
  end-page: 91
  article-title: Analysis on the character and management strategy of drought disaster and risk under the climatic warming
  publication-title: Advances in Earth Science
– volume: 7
  start-page: 345
  year: 2014
  end-page: 349
  article-title: Mega‐heatwave temperatures due to combined soil desiccation and atmospheric heat accumulation
  publication-title: Nature Geoscience
– volume: 37
  start-page: 1278
  year: 2017
  end-page: 1284
  article-title: Does summer precipitation trend over and around the Tibetan Plateau depend on elevation?
  publication-title: International Journal of Climatology
– volume: 10
  start-page: 486
  year: 1974
  end-page: 497
  article-title: A sensitivity and error analysis of procedures used for estimating evapotranspiration
  publication-title: Journal of the American Water Resources Association
– volume: 605
  year: 2022
  article-title: The increasing contribution of potential evapotranspiration to severe droughts in the Yellow River basin
  publication-title: Journal of Hydrology
– volume: 247
  year: 2021
  article-title: Potential linkages of extreme climate events with vegetation and large‐scale circulation indices in an endorheic river basin in Northwest China
  publication-title: Atmospheric Research
– volume: 63
  start-page: 1379
  year: 1968
  end-page: 1389
  article-title: Estimates of the regression coefficient based on Kendall's tau
  publication-title: Journal of the American Statistical Association
– volume: 114, D24104
  year: 2009
  article-title: A severe drought event in northern China in winter 2008–2009 and the possible influences of La Niña and Tibetan Plateau
  publication-title: Journal of Geophysical Research: Atmospheres
– start-page: 58
  year: 1965
– volume: 141
  year: 2022
  article-title: Quantitative driving analysis of climate on potential evapotranspiration in Loess Plateau incorporating synergistic effects
  publication-title: Ecological Indicators
– volume: 22
  start-page: 933
  year: 2002
  end-page: 946
  article-title: Regional streamflow trend detection with consideration of both temporal and spatial correlation
  publication-title: International Journal of Climatology
– volume: 121
  year: 2021
  article-title: Quantitative analysis of nonlinear climate change impact on drought based on the standardized precipitation and evapotranspiration index
  publication-title: Ecological Indicators
– volume: 71
  start-page: 2491
  year: 2014
  end-page: 2501
  article-title: Standardized precipitation evaporation index (SPEI)‐based drought assessment in semi‐arid South Texas
  publication-title: Environmental Earth Sciences
– year: 2020
– volume: 78
  start-page: 500
  year: 2020
  end-page: 521
  article-title: Progress and prospect on the study of causes and variation regularity of droughts in China
  publication-title: Acta Meteorologica Sinica
– volume: 69
  start-page: 1013
  year: 2014
  end-page: 1024
  article-title: The spatial‐temporal changes of cold surge in Inner Mongolia during recent 53 years
  publication-title: Acta Geographica Sinica
– volume: 610
  year: 2022
  article-title: Spatial‐temporal evolution of meteorological and groundwater droughts and their relationship in the North China plain
  publication-title: Journal of Hydrology
– volume: 106
  year: 2019
  article-title: The effects of topographical factors on the distribution of plant communities in a mountain meadow on the Tibetan Plateau as a foundation for target‐oriented management
  publication-title: Ecological Indicators
– volume: 51
  start-page: 1885
  year: 2018
  end-page: 1899
  article-title: Comparison of various drought indices to monitor drought status in Pakistan
  publication-title: Climate Dynamics
– volume: 568
  start-page: 904
  year: 2019
  end-page: 918
  article-title: Assessing socioeconomic drought based on an improved Multivariate Standardized Reliability and Resilience Index
  publication-title: Journal of Hydrology
– volume: 273
  year: 2022
  article-title: Regional differences in the performance of drought mitigation measures in 12 major wheat‐growing regions of the world
  publication-title: Agricultural Water Management
– ident: e_1_2_9_20_1
  doi: 10.1002/joc.4978
– ident: e_1_2_9_2_1
  doi: 10.1007/s00382-017-3987-0
– ident: e_1_2_9_3_1
  doi: 10.1002/2014RG000456
– ident: e_1_2_9_14_1
  doi: 10.1007/s12665-013-2897-7
– ident: e_1_2_9_25_1
  doi: 10.1016/j.atmosres.2021.105797
– ident: e_1_2_9_18_1
  doi: 10.3390/rs71215844
– ident: e_1_2_9_49_1
  doi: 10.1016/j.pce.2018.07.001
– ident: e_1_2_9_32_1
  doi: 10.1016/j.jhydrol.2010.07.012
– ident: e_1_2_9_24_1
  doi: 10.1016/j.atmosres.2020.105108
– volume-title: China Statistical Yearbook 2020
  year: 2020
  ident: e_1_2_9_33_1
– ident: e_1_2_9_58_1
  doi: 10.1016/j.agrformet.2017.12.077
– ident: e_1_2_9_53_1
  doi: 10.1016/j.agrformet.2022.108821
– volume-title: Climate Change 2021: The Physical Science Basis
  year: 2021
  ident: e_1_2_9_28_1
– ident: e_1_2_9_19_1
  doi: 10.1175/JHM-D-19-0290.1
– ident: e_1_2_9_52_1
  doi: 10.1007/s11069-015-1954-9
– ident: e_1_2_9_7_1
  doi: 10.1016/j.atmosres.2020.105256
– ident: e_1_2_9_36_1
  doi: 10.1007/s00468-016-1430-5
– ident: e_1_2_9_41_1
  doi: 10.1007/s13201-020-01345-6
– ident: e_1_2_9_38_1
  doi: 10.1016/j.atmosres.2020.105096
– volume: 69
  start-page: 1013
  year: 2014
  ident: e_1_2_9_22_1
  article-title: The spatial‐temporal changes of cold surge in Inner Mongolia during recent 53 years
  publication-title: Acta Geographica Sinica
– ident: e_1_2_9_6_1
  doi: 10.1016/j.jhydrol.2016.11.044
– ident: e_1_2_9_62_1
  doi: 10.1016/j.ecolind.2023.110593
– ident: e_1_2_9_23_1
  doi: 10.1016/j.ejrh.2022.101013
– ident: e_1_2_9_27_1
  doi: 10.1073/pnas.1916208117
– ident: e_1_2_9_70_1
  doi: 10.1016/j.ecolind.2020.107107
– ident: e_1_2_9_31_1
  doi: 10.1038/ngeo2141
– ident: e_1_2_9_5_1
  doi: 10.1002/joc.3887
– ident: e_1_2_9_13_1
  doi: 10.1016/j.jhydrol.2018.11.055
– volume-title: Proceedings of the 14th Conference on Applied Climatology
  year: 2004
  ident: e_1_2_9_46_1
– ident: e_1_2_9_59_1
  doi: 10.1016/j.agwat.2022.107888
– start-page: 58
  volume-title: Meteorologic Drought
  year: 1965
  ident: e_1_2_9_35_1
– ident: e_1_2_9_55_1
  doi: 10.1002/joc.6081
– volume-title: Rank correlation methods
  year: 1975
  ident: e_1_2_9_17_1
– ident: e_1_2_9_34_1
  doi: 10.1016/j.ecolind.2019.105532
– ident: e_1_2_9_4_1
  doi: 10.5194/hess-20-2483-2016
– ident: e_1_2_9_56_1
  doi: 10.1016/j.jhydrol.2021.127310
– ident: e_1_2_9_65_1
  doi: 10.15666/aeer1703_55395559
– ident: e_1_2_9_9_1
  doi: 10.1016/j.ecolind.2022.109076
– ident: e_1_2_9_51_1
  doi: 10.1175/2009JCLI2909.1
– ident: e_1_2_9_47_1
  doi: 10.1175/1520-0477-83.8.1181
– ident: e_1_2_9_60_1
  doi: 10.1007/s00477-015-1157-7
– ident: e_1_2_9_63_1
  doi: 10.1016/j.atmosres.2022.106087
– ident: e_1_2_9_39_1
  doi: 10.1007/s10584-012-0419-3
– ident: e_1_2_9_43_1
  doi: 10.1016/j.agsy.2018.01.010
– ident: e_1_2_9_21_1
  doi: 10.1016/j.jhydrol.2018.07.077
– ident: e_1_2_9_54_1
  doi: 10.1016/j.agwat.2021.107301
– volume: 114
  year: 2009
  ident: e_1_2_9_12_1
  article-title: A severe drought event in northern China in winter 2008–2009 and the possible influences of La Niña and Tibetan Plateau
  publication-title: Journal of Geophysical Research: Atmospheres
– ident: e_1_2_9_57_1
  doi: 10.1016/j.agwat.2018.12.006
– ident: e_1_2_9_45_1
  doi: 10.1038/nclimate2956
– ident: e_1_2_9_61_1
  doi: 10.1016/j.jhydrol.2017.12.044
– ident: e_1_2_9_29_1
  doi: 10.1111/j.1752-1688.1974.tb00590.x
– ident: e_1_2_9_64_1
  doi: 10.1002/2014GL062039
– ident: e_1_2_9_11_1
  doi: 10.1007/978-90-481-2666-8_12
– ident: e_1_2_9_48_1
  doi: 10.1016/j.agrformet.2017.11.024
– volume: 17
  start-page: 179
  year: 1993
  ident: e_1_2_9_30_1
  article-title: The relationship of drought frequency and duration to time scales
  publication-title: Eighth Conference on Applied Climatology
– volume: 44
  start-page: 654
  issue: 5
  year: 2021
  ident: e_1_2_9_44_1
  article-title: Impact of humanactivities on climate system: an interpretation of chapter III of WG I report of IPCC AR6
  publication-title: Transactions of Atmospheric Sciences
– ident: e_1_2_9_37_1
  doi: 10.1038/nclimate2563
– ident: e_1_2_9_16_1
  doi: 10.1016/j.scitotenv.2020.144437
– volume: 34
  year: 2007
  ident: e_1_2_9_10_1
  article-title: Effects of temperature and precipitation trends on US drought
  publication-title: Geophysical Research Letters
  doi: 10.1029/2007GL031541
– ident: e_1_2_9_26_1
  doi: 10.2307/1907187
– ident: e_1_2_9_42_1
  doi: 10.1080/01621459.1968.10480934
– ident: e_1_2_9_69_1
  doi: 10.1016/j.jhydrol.2022.127903
– volume: 78
  start-page: 500
  year: 2020
  ident: e_1_2_9_68_1
  article-title: Progress and prospect on the study of causes and variation regularity of droughts in China
  publication-title: Acta Meteorologica Sinica
– ident: e_1_2_9_8_1
  doi: 10.1080/02626667.2019.1691218
– ident: e_1_2_9_15_1
  doi: 10.1038/nature14550
– ident: e_1_2_9_50_1
  doi: 10.5194/hess-16-4057-2012
– ident: e_1_2_9_66_1
  doi: 10.1002/joc.781
– volume: 29
  start-page: 80
  year: 2014
  ident: e_1_2_9_67_1
  article-title: Analysis on the character and management strategy of drought disaster and risk under the climatic warming
  publication-title: Advances in Earth Science
– ident: e_1_2_9_40_1
  doi: 10.54302/mausam.v67i1.1174
SSID ssj0009916
Score 2.4443192
Snippet With the changing trend of global temperature increase, the occurrence of drought events can no longer be ignored. An investigation of the spatiotemporal...
SourceID proquest
crossref
wiley
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 7883
SubjectTerms Changing environments
Climate change
contribution rate
Drought
Environmental changes
Evapotranspiration
Evapotranspiration-precipitation relationships
Evolution
Global temperatures
Hydrologic cycle
Hydrological cycle
Mean temperatures
meteorological drought
North China plain
Precipitation
sensitivity analysis
standardized precipitation evapotranspiration index
Temperature differences
Temperature gradients
Temperature rise
Trends
Wind speed
Winter
Title Assessment of the spatiotemporal evolution and driving forces of meteorological drought in the North China Plain
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fjoc.8297
https://www.proquest.com/docview/2902567319
Volume 43
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ1bS8MwFMeD7MkX7-J0SgSZT91q0lsex3CMgRfEwcCH0qQJTGc7dvHBT-85abupKIhPpSUJbXKS_pKc_A8hFyFQsIJpl8OUyx3PwDwl8TVzmExdbiLtR9ar8uY26A-9wcgflV6VeBam0IdYLbhhz7DjNXbwRM7ba9HQ51y18FwoDL_oqoU89LBWjkLssQAphBN5V1GlO-uydpXx659ojZefIdX-ZXrb5Kl6v8K55KW1XMiWev8m3fi_D9ghWyV80k5hLbtkQ2d7pH4D3JzP7PI6bdLuZAwQa-_2ybSzEu6kuaEAi3RuXbBLRasJ1W-l7dIkS2k6G-MCBQUShvEHs7yuCkdrgAQYFWhBx5ktzO4aURvDm95PknF2QIa968du3yljNDgKQCF0tJeISBgtjfTD1Pe4UULKIOJeqgLu-TDBFEAELNAiYK5II6ZMarQfgC2kTHF-SGpZnukjQl2TSHiKJxiFJ4wvgWVCzbQKeWJcxevksmqvWJUC5hhHYxIX0ssshhqNsUbr5HyVclqIdvyQplE1eVx223nMcNM1CGFYqpOmbbtf88eDuy5ej_-a8IRsYqh6KxLpNkhtMVvqUwCahTyzpvsB8o30sw
linkProvider Wiley-Blackwell
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9NAEB5V4UAvPFsRCLCVIJycuOvnHnqIUqr0kRShRsrN9a53pUBwojxA9C_1r_RHMbO2E6iKxKUHTpat2ZW1O49v9vENwLsIUbDCtMvhyvUc32CekgaaO1xmrmdiHcT2VGV_EPaG_skoGG3BdXUXpuCHWC-4kWVYf00GTgvS7Q1r6JepatHF0PJE5an--QPztcXB8SFO7nvOjz5edHtOWVLAURjXIkf7qYiF0dLIIMoC3zNKSBnGnp-p0PMDzIcEBjAeahFyV2QxVyYzOgjx1zOuaPUT_f0DKiBORP2HnzdcVQS0LGQVwon9_bhiunV5u_rTP2PfBtD-DottXDt6DDfViBTHWb62VkvZUle3yCL_kyF7Ao9KfM06hUE8hS2dP4N6H1OD6dzuILAm607GiNPt23OYddbcpGxqGOJhtrCnzEvSrgnT30vzZGmesWw-pjUYhmAfXSw1-bbunBQeBajw0ZKNc9uZ3Rhjtkw5-zRJx_kODO9lAHahlk9z_QKYa1KJX-mSpvCFCSTCtUhzrSIvNa7y6vChUpBElRztVCpkkhTs0jzBGUxoBuuwt5acFbwkd8g0Kh1LSs-0SDjtK4cRet46NK2y_LV9cnLepefLfxV8Cw97F_2z5Ox4cPoKtjniQcuJ6Tagtpyv9GvEb0v5xtoNg8v71rpfenRTAQ
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LbxMxEB5VRaq4AG1BBPowUgmnTRav9-EDhypp1LQkRIhKuS3rlxQImyhJqdqfxF_hTzH27iYtKhKXHHpa7WpsreyZ8Tf2-BuAoxhRsMSwy6PSDzxmME7JQk09KpQfmESHicuq7PWj0wt2NgyHG_CrugtT8EMsN9ysZTh_bQ18qkxzRRr6bSIb9l5omVB5rq-vMFybf-i2cW7fUto5-dI69cqKAp7EZS32NMt4wo0WRoSxCllgJBciSgKmZBSwEMMhjusXjTSPqM9VQqVRRocR_rmi0m5-ort_xCKf2zIR7c8rqiqLsxxi5dxL2PukIrr1abP607tL3wrP3kbFblnrPIXf1YAU2SzfG5cL0ZA3f3FFPowRewZPSnRNjgtz2IYNne9ArYeBwWTmzg9InbTGI0Tp7m0XpsdLZlIyMQTRMJm7HPOSsmtM9M_SOEmWK6JmI7sDQxDqo4O1TX4sO7fqjgK27NGCjHLXmTsWI65IORmMs1H-HC7WMgAvYDOf5PolEN9kAr_aK5qccRMKBGuxplrGQWZ8GdTgXaUfqSwZ2m2hkHFacEvTFGcwtTNYgzdLyWnBSnKPzF6lYmnpl-YptafKUYx-twZ1pyv_bJ-efWrZ56v_FTyErUG7k37s9s9fw2OKYNARYvp7sLmYXep9BG8LceCshsDXdSvdHyCQUbA
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=Assessment+of+the+spatiotemporal+evolution+and+driving+forces+of+meteorological+drought+in+the+North+China+Plain&rft.jtitle=International+journal+of+climatology&rft.au=Yang%2C+Cuiping&rft.au=Liu%2C+Changhong&rft.au=Wang%2C+Yongqiang&rft.au=Gu%2C+Yuhui&rft.date=2023-12-30&rft.pub=John+Wiley+%26+Sons%2C+Ltd&rft.issn=0899-8418&rft.eissn=1097-0088&rft.volume=43&rft.issue=16&rft.spage=7883&rft.epage=7898&rft_id=info:doi/10.1002%2Fjoc.8297&rft.externalDBID=10.1002%252Fjoc.8297&rft.externalDocID=JOC8297
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0899-8418&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0899-8418&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0899-8418&client=summon