How long should the pre-existing climatic water balance be considered when capturing short-term wetness and dryness over China by using SPEI?

Short-term, fast-developing wet and dry anomalies have gained much attention, as their suddenness brings new challenges to monitoring. It is unclear how long a pre-existing climatic water surplus/deficit (defined as the difference between precipitation and potential evapotranspiration; P-PET) should...

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Published inThe Science of the total environment Vol. 786; p. 147575
Main Authors Li, Xiuzhen, Huang, Wan-Ru
Format Journal Article
LanguageEnglish
Published Elsevier B.V 10.09.2021
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Abstract Short-term, fast-developing wet and dry anomalies have gained much attention, as their suddenness brings new challenges to monitoring. It is unclear how long a pre-existing climatic water surplus/deficit (defined as the difference between precipitation and potential evapotranspiration; P-PET) should be considered when monitoring short-term wetness and dryness events over China. This study aims to answer this by evaluating the performance of the daily Standardized Precipitation Evapotranspiration Index (SPEI) for different accumulation periods of P-PET in capturing sub-surface soil moisture variation over China. Our evaluations of reanalysis soil moisture from ERA5 and ERA-Interim show that ERA5 soil moisture is superior, as it is more consistent with the variation of in situ observations. Applying ERA5 soil moisture for further examination of SPEIs, we find that pre-existing conditions should be considered for different lengths of time in different regions of China because the sensitivity of soil moisture to climatic water balance is regionally dependent. For wetness, soil moisture responds to a pre-existing climatic water surplus immediately over Southeast China, but it is more delayed over North and Northeast China. For dryness, 0.5-month pre-existing water deficit conditions over Southeast China and 1.5-month conditions over the Yangtze-Huai River valley are preferable to the frequently adopted 3 months or longer. These findings highlight the length of time for pre-existing condition is shorter over wet regions, and longer over dry regions of China. This study aims to answer two questions: (1) How long should the climatic water balance be taken into account when calculating the daily SPEI in representing short-term wet and dry anomalies over China? (2) Are there differences across different climate regions? [Display omitted] •Pre-existing conditions for monitoring short-term wet/dry events are researched.•Assessment of reanalysis data in capturing soil moisture (SM) change is performed.•Sensitivity of SM to climatic water balance is regionally dependent.•Time length of pre-existing condition is shorter (longer) over wet (dry) regions.
AbstractList Short-term, fast-developing wet and dry anomalies have gained much attention, as their suddenness brings new challenges to monitoring. It is unclear how long a pre-existing climatic water surplus/deficit (defined as the difference between precipitation and potential evapotranspiration; P-PET) should be considered when monitoring short-term wetness and dryness events over China. This study aims to answer this by evaluating the performance of the daily Standardized Precipitation Evapotranspiration Index (SPEI) for different accumulation periods of P-PET in capturing sub-surface soil moisture variation over China. Our evaluations of reanalysis soil moisture from ERA5 and ERA-Interim show that ERA5 soil moisture is superior, as it is more consistent with the variation of in situ observations. Applying ERA5 soil moisture for further examination of SPEIs, we find that pre-existing conditions should be considered for different lengths of time in different regions of China because the sensitivity of soil moisture to climatic water balance is regionally dependent. For wetness, soil moisture responds to a pre-existing climatic water surplus immediately over Southeast China, but it is more delayed over North and Northeast China. For dryness, 0.5-month pre-existing water deficit conditions over Southeast China and 1.5-month conditions over the Yangtze-Huai River valley are preferable to the frequently adopted 3 months or longer. These findings highlight the length of time for pre-existing condition is shorter over wet regions, and longer over dry regions of China.
Short-term, fast-developing wet and dry anomalies have gained much attention, as their suddenness brings new challenges to monitoring. It is unclear how long a pre-existing climatic water surplus/deficit (defined as the difference between precipitation and potential evapotranspiration; P-PET) should be considered when monitoring short-term wetness and dryness events over China. This study aims to answer this by evaluating the performance of the daily Standardized Precipitation Evapotranspiration Index (SPEI) for different accumulation periods of P-PET in capturing sub-surface soil moisture variation over China. Our evaluations of reanalysis soil moisture from ERA5 and ERA-Interim show that ERA5 soil moisture is superior, as it is more consistent with the variation of in situ observations. Applying ERA5 soil moisture for further examination of SPEIs, we find that pre-existing conditions should be considered for different lengths of time in different regions of China because the sensitivity of soil moisture to climatic water balance is regionally dependent. For wetness, soil moisture responds to a pre-existing climatic water surplus immediately over Southeast China, but it is more delayed over North and Northeast China. For dryness, 0.5-month pre-existing water deficit conditions over Southeast China and 1.5-month conditions over the Yangtze-Huai River valley are preferable to the frequently adopted 3 months or longer. These findings highlight the length of time for pre-existing condition is shorter over wet regions, and longer over dry regions of China. This study aims to answer two questions: (1) How long should the climatic water balance be taken into account when calculating the daily SPEI in representing short-term wet and dry anomalies over China? (2) Are there differences across different climate regions? [Display omitted] •Pre-existing conditions for monitoring short-term wet/dry events are researched.•Assessment of reanalysis data in capturing soil moisture (SM) change is performed.•Sensitivity of SM to climatic water balance is regionally dependent.•Time length of pre-existing condition is shorter (longer) over wet (dry) regions.
ArticleNumber 147575
Author Li, Xiuzhen
Huang, Wan-Ru
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Cites_doi 10.1002/joc.4244
10.1016/j.agwat.2020.106043
10.1175/JHM-D-19-0221.1
10.1016/j.agrformet.2017.08.031
10.1002/2015GL066600
10.1016/j.agrformet.2016.06.004
10.1175/JHM-D-18-0171.1
10.1002/qj.828
10.1016/S0921-8181(03)00027-4
10.1175/1520-0477-83.8.1181
10.3390/atmos11101114
10.1175/2009JCLI2909.1
10.1007/s00376-018-8047-0
10.1002/joc.3701
10.1002/qj.3803
10.1016/j.agrformet.2014.02.001
10.1175/JHM-D-18-0242.1
10.1002/joc.3887
10.5194/essd-11-717-2019
10.1175/2008JHM1068.1
10.1175/JCLI-D-14-00707.1
10.1175/BAMS-D-17-0149.1
10.1175/JCLI-D-19-0863.1
10.5194/hess-16-3607-2012
10.1175/2010JHM1249.1
10.1175/JHM-D-12-0144.1
10.1175/JHM-D-15-0158.1
10.1175/JHM-D-12-0140.1
10.1175/JHM-D-11-0107.1
10.1175/1520-0450(1991)030<1534:AOSMFN>2.0.CO;2
10.3390/atmos12020165
10.2307/210739
10.1016/j.rse.2017.07.001
10.1002/2015GL064018
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Keywords Regional dependence
Daily SPEIs
Wetness and dryness
Soil moisture
China
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References Zou, Zhai, Zhang (bb0235) 2005; 32, L04707
Xiang, Li, Horton, Feng (bb0220) 2020; 232
Albergel, Balsamo, Rosnay, Sabater, Boussetta (bb0005) 2012; 16
Penman (bb0165) 1948; 193
Wang, Vicente-serrano, Tao, Zhang, Wang, Zhang (bb0215) 2016; 228
Balsamo, Viterbo, Beljaars, van den Hurk, Hirschi, Betts, Scipal (bb0025) 2009; 10
Ford, Labosier (bb0070) 2017; 247
Monteith (bb0140) 1965; 19
Gruber, Scanlon, Schalie, Wagner, Dorigo (bb0080) 2019; 11
Wang, Shi, Lei, Geng, Liu, Mo, Li, Zhou, Wu (bb0210) 2015; 35
(in Chinese).
Koster, Schubert, Wang, Mahanama, DeAngelis (bb0100) 2019; 20
van den Hurk, Beljaars, Betts (bb0195) 2000; 295
Zhu Z., C. X. Shi, T. Zhang, et al., 2018: Applicability analysis of four soil moisture reanalysis datasets in China. Plateau Meteorol., 37(1), 240–252. DOI
Albergel, de Rosnay, Balsamo, Isaksen, Sabater (bb0010) 2012; 13
Noguera, Domínguez-Castro, Vicente-Serrano (bb0145) 2021; 12
Yu, Li, Hayes, Svoboda, Heim (bb0225) 2014; 34
Vicente-Serrano, Beguerıa, Lopez-Moreno (bb0200) 2010; 23
Hersbach, Bell (bb0090) 2020; 146
Dorigo, Wagner, Albergel, Albrecht, Balsamo, Brocca, Chung, Ertl, Forkel, Gruber, Haas, Hamer, Hirschi, Ikonen, Jeu, Kidd, Lahoz, Liu, Miralles, Lecomte (bb0060) 2017; 203
Ma, S. Y., K. Y. Zhu, et al., 2016. A comparative study of multi-source soil moisture data for China's regions. Clim. Environ. Res., 21(2), 121–133, doi
van den Hurk, Viterbo (bb0190) 2003; 38
Otkin, Zhong, Hunt, Basara, Svoboda, Anderson, Hain (bb0160) 2019; 20
Wang, Yuan (bb0205) 2018; 35
Mahfouf (bb0120) 1991; 30
Beguería, Vicente-Serrano, Reig, Latorre (bb0030) 2014; 34
Chen, Hartman, Pugh, Gottschalck, Miskus (bb0040) 2020; 11
Mo, Lettenmaier (bb0135) 2020; 21
DeAngelis, Wang, Koster, Schubert, Chang, Marshak (bb0050) 2020; 33
Chen, Sun (bb0035) 2015; 28
Mo, Lettenmaier (bb0125) 2015; 42
Ford, McRoberts, Quiring, Hall (bb0075) 2015; 42
Svoboda (bb0175) 2002; 83
Allen, Pereira, Raes, Smith (bb0015) 1998
Hunt, Svoboda, Wardlow, Hubbard, Hayes, Arkebauer (bb0095) 2014; 191
Mo, Lettenmaier (bb0130) 2016; 17
Hersbach, Bell, Berrisford, Horányi, Sabater, Nicolas, Radu, Schepers, Simmons, Soci, Dee (bb0085) 2019
Liu, K., and D. B. Jiang, 2015: Analysis of dryness/wetness over China using standardized precipitation evapotranspiration index based on two evapotranspiration algorithms. Chin. J. Atmos. Sci., 39, 23–36 (in Chinese).
Otkin, Anderson, Hain, Mladenova, Basara, Svoboda (bb0150) 2013; 14
Thornthwaite (bb0180) 1948; 38
Shen, Zhang, Shi, Li, Guo (bb0170) 2016; 44
Tian, Leasor, Quiring (bb0185) 2020; 29
Dutra, Balsamo, Viterbo, Miranda, Beljaars, Schar, Elder (bb0065) 2010; 11
Cheng, Guan, Huang (bb0045) 2013; 31
Otkin, Svoboda, Hunt, Ford, Anderson, Hain, Basara (bb0155) 2018; 99
Li, Bao, Li (bb0105) 2016; 38
Anderson, Hain, Otkin, Zhan, Mo, Svoboda, Wardlow, Pimstein (bb0020) 2013; 14
Dee (bb0055) 2011; 137
Wang (10.1016/j.scitotenv.2021.147575_bb0215) 2016; 228
DeAngelis (10.1016/j.scitotenv.2021.147575_bb0050) 2020; 33
10.1016/j.scitotenv.2021.147575_bb0230
Balsamo (10.1016/j.scitotenv.2021.147575_bb0025) 2009; 10
Penman (10.1016/j.scitotenv.2021.147575_bb0165) 1948; 193
Albergel (10.1016/j.scitotenv.2021.147575_bb0005) 2012; 16
Gruber (10.1016/j.scitotenv.2021.147575_bb0080) 2019; 11
Mo (10.1016/j.scitotenv.2021.147575_bb0135) 2020; 21
Ford (10.1016/j.scitotenv.2021.147575_bb0075) 2015; 42
Otkin (10.1016/j.scitotenv.2021.147575_bb0160) 2019; 20
Cheng (10.1016/j.scitotenv.2021.147575_bb0045) 2013; 31
Koster (10.1016/j.scitotenv.2021.147575_bb0100) 2019; 20
Li (10.1016/j.scitotenv.2021.147575_bb0105) 2016; 38
Allen (10.1016/j.scitotenv.2021.147575_bb0015) 1998
Hersbach (10.1016/j.scitotenv.2021.147575_bb0085) 2019
Hersbach (10.1016/j.scitotenv.2021.147575_bb0090) 2020; 146
van den Hurk (10.1016/j.scitotenv.2021.147575_bb0195) 2000; 295
Otkin (10.1016/j.scitotenv.2021.147575_bb0150) 2013; 14
Wang (10.1016/j.scitotenv.2021.147575_bb0205) 2018; 35
Albergel (10.1016/j.scitotenv.2021.147575_bb0010) 2012; 13
Chen (10.1016/j.scitotenv.2021.147575_bb0035) 2015; 28
Noguera (10.1016/j.scitotenv.2021.147575_bb0145) 2021; 12
Zou (10.1016/j.scitotenv.2021.147575_bb0235) 2005; 32, L04707
Mo (10.1016/j.scitotenv.2021.147575_bb0130) 2016; 17
10.1016/j.scitotenv.2021.147575_bb0110
Shen (10.1016/j.scitotenv.2021.147575_bb0170) 2016; 44
Ford (10.1016/j.scitotenv.2021.147575_bb0070) 2017; 247
Chen (10.1016/j.scitotenv.2021.147575_bb0040) 2020; 11
10.1016/j.scitotenv.2021.147575_bb0115
Svoboda (10.1016/j.scitotenv.2021.147575_bb0175) 2002; 83
Hunt (10.1016/j.scitotenv.2021.147575_bb0095) 2014; 191
Mo (10.1016/j.scitotenv.2021.147575_bb0125) 2015; 42
Dee (10.1016/j.scitotenv.2021.147575_bb0055) 2011; 137
Tian (10.1016/j.scitotenv.2021.147575_bb0185) 2020; 29
Anderson (10.1016/j.scitotenv.2021.147575_bb0020) 2013; 14
Yu (10.1016/j.scitotenv.2021.147575_bb0225) 2014; 34
Vicente-Serrano (10.1016/j.scitotenv.2021.147575_bb0200) 2010; 23
Dorigo (10.1016/j.scitotenv.2021.147575_bb0060) 2017; 203
Otkin (10.1016/j.scitotenv.2021.147575_bb0155) 2018; 99
Beguería (10.1016/j.scitotenv.2021.147575_bb0030) 2014; 34
Monteith (10.1016/j.scitotenv.2021.147575_bb0140) 1965; 19
van den Hurk (10.1016/j.scitotenv.2021.147575_bb0190) 2003; 38
Mahfouf (10.1016/j.scitotenv.2021.147575_bb0120) 1991; 30
Thornthwaite (10.1016/j.scitotenv.2021.147575_bb0180) 1948; 38
Dutra (10.1016/j.scitotenv.2021.147575_bb0065) 2010; 11
Wang (10.1016/j.scitotenv.2021.147575_bb0210) 2015; 35
Xiang (10.1016/j.scitotenv.2021.147575_bb0220) 2020; 232
References_xml – volume: 33
  start-page: 6229
  year: 2020
  end-page: 6253
  ident: bb0050
  article-title: Prediction skill of the 2012 U.S. great plains flash drought in subseasonal experiment (SubX) models
  publication-title: J. Clim.
– volume: 12
  start-page: 2073
  year: 2021
  end-page: 4433
  ident: bb0145
  article-title: Flash drought response to precipitation and atmospheric evaporative demand in Spain
  publication-title: Atmosphere
– volume: 232
  year: 2020
  ident: bb0220
  article-title: Similarity and difference of potential evapotranspiration and reference crop evapotranspiration-a review
  publication-title: Agric. Water Manag.
– volume: 11
  start-page: 899
  year: 2010
  end-page: 916
  ident: bb0065
  article-title: An improved snow scheme for the ECMWF land surface model: description and offline validation
  publication-title: J. Hydrometeorol.
– reference: Ma, S. Y., K. Y. Zhu, et al., 2016. A comparative study of multi-source soil moisture data for China's regions. Clim. Environ. Res., 21(2), 121–133, doi:
– volume: 10
  start-page: 623
  year: 2009
  end-page: 643
  ident: bb0025
  article-title: A revised hydrology for the ECMWF model: verification from field site to terrestrial water storage and impact in the ECMWF-IFS
  publication-title: J. Hydrometeorol.
– volume: 137
  start-page: 553
  year: 2011
  end-page: 597
  ident: bb0055
  article-title: The ERA-interim reanalysis: configuration and performance of the data assimilation system
  publication-title: Quart. J. Roy. Meteor. Soc.
– volume: 146
  start-page: 1999
  year: 2020
  end-page: 2049
  ident: bb0090
  article-title: The ERA5 global reanalysis
  publication-title: Q. J. Roy. Meteor. Soc.
– volume: 99
  start-page: 911
  year: 2018
  end-page: 919
  ident: bb0155
  article-title: Flash droughts: a review and assessment of the challenges imposed by rapid-onset droughts in the United States
  publication-title: Bull. Amer. Meteor. Soc.
– volume: 35
  start-page: 3760
  year: 2015
  end-page: 3769
  ident: bb0210
  article-title: The alleviating trend of drought in the Huang-Huai-Hai plain of China based on the daily SPEI
  publication-title: Int. J. Climatol.
– volume: 38
  start-page: 1470
  year: 2016
  end-page: 1481
  ident: bb0105
  article-title: The memory and climate effects of global soil moisture
  publication-title: J. Claciol. Geocryol.
– volume: 32, L04707
  year: 2005
  ident: bb0235
  article-title: Variations in droughts over China: 1951–2003
  publication-title: Geophys. Res. Lett.
– volume: 31
  start-page: 641
  year: 2013
  end-page: 649
  ident: bb0045
  article-title: Analysis of response of soil moisture to climate change in semi-arid Loess Plateau in China based on GLADAS data
  publication-title: J. Arid Meteorol.
– volume: 295
  start-page: 43
  year: 2000
  ident: bb0195
  article-title: Offline validation of the ERA-40 surface scheme
  publication-title: ECMWF Tech. Memo.
– volume: 21
  start-page: 1525
  year: 2020
  end-page: 7541
  ident: bb0135
  article-title: Prediction of flash droughts over the United States
  publication-title: J. Hydrometeorol.
– volume: 38
  start-page: 165
  year: 2003
  end-page: 173
  ident: bb0190
  article-title: The Torne-Kalix PILPS 2(e) experiment as a test bed for modifications to the ECMWF land surface scheme
  publication-title: Glob. Planet. Chang.
– year: 2019
  ident: bb0085
  article-title: Global Reanalysis: Goodbye ERA-Interim, Hello ERA5. ECMWF
– reference: Liu, K., and D. B. Jiang, 2015: Analysis of dryness/wetness over China using standardized precipitation evapotranspiration index based on two evapotranspiration algorithms. Chin. J. Atmos. Sci., 39, 23–36 (in Chinese).
– volume: 20
  start-page: 1525
  year: 2019
  end-page: 7541
  ident: bb0160
  article-title: Assessing the evolution of soil moisture and vegetation conditions during a flash drought–flash recovery sequence over the south-central United States
  publication-title: J. Hydrometeorol.
– volume: 42
  start-page: 9790
  year: 2015
  end-page: 9798
  ident: bb0075
  article-title: On the utility of in situ soil moisture observations for flash drought early warning in Oklahoma, USA
  publication-title: Geophys. Res. Lett.
– volume: 29
  year: 2020
  ident: bb0185
  article-title: Developing a hybrid drought index: precipitation evapotranspiration difference condition index
  publication-title: Clim. Risk Manag.
– year: 1998
  ident: bb0015
  article-title: Crop evapotranspiration-guidelines for computing crop water requirements
  publication-title: FAO Irrigation and Drainage Paper 56
– volume: 11
  start-page: 717
  year: 2019
  end-page: 739
  ident: bb0080
  article-title: Evolution of the ESA CCI soil moisture climate data records and their underlying merging methodology
  publication-title: Earth Syst. Sci. Data
– volume: 20
  start-page: 1525
  year: 2019
  end-page: 7541
  ident: bb0100
  article-title: Flash drought as captured by reanalysis data: disentangling the contributions of precipitation deficit and excess evapotranspiration
  publication-title: J. Hydrometeorol.
– volume: 13
  start-page: 1442
  year: 2012
  end-page: 1460
  ident: bb0010
  article-title: Soil moisture analyses at ECMWF: evaluation using global ground-based in situ observations
  publication-title: J. Hydrometeorol.
– volume: 42
  start-page: 2823
  year: 2015
  end-page: 2829
  ident: bb0125
  article-title: Heat wave flash droughts in decline
  publication-title: Geophys. Res. Lett.
– volume: 14
  start-page: 1057
  year: 2013
  end-page: 1074
  ident: bb0150
  article-title: Examining flash drought development using the thermal infrared based evaporative stress index
  publication-title: J. Hydrometeorol.
– volume: 83
  start-page: 1181
  year: 2002
  end-page: 1190
  ident: bb0175
  article-title: The drought monitor
  publication-title: Bull. Amer. Meteor. Soc.
– volume: 35
  start-page: 1478
  year: 2018
  end-page: 1490
  ident: bb0205
  article-title: Two types of flash drought and their connections with seasonal drought
  publication-title: Adv. Atmos. Sci.
– volume: 23
  start-page: 1696
  year: 2010
  end-page: 1718
  ident: bb0200
  article-title: A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index
  publication-title: J. Clim.
– volume: 28
  start-page: 5430
  year: 2015
  end-page: 5447
  ident: bb0035
  article-title: Changes in drought characteristics over China using the standardized precipitation evapotranspiration index
  publication-title: J. Clim.
– volume: 14
  start-page: 1035
  year: 2013
  end-page: 1056
  ident: bb0020
  article-title: An intercomparison of drought indicators based on thermal remote sensing and NLDAS simulations
  publication-title: J. Hydrometeorol.
– volume: 228
  start-page: 1
  year: 2016
  end-page: 12
  ident: bb0215
  article-title: Monitoring winter wheat drought threat in northern China using multiple climate-based drought indices and soil moisture during 2000–2013
  publication-title: Agric. For. Meteorol.
– reference: (in Chinese).
– volume: 44
  start-page: 867
  year: 2016
  end-page: 874
  ident: bb0170
  article-title: Inter-comparison of various long-time soil moisture datasets in China
  publication-title: Meteor. Sci. Technol.
– volume: 11
  start-page: 2073
  year: 2020
  end-page: 4433
  ident: bb0040
  article-title: Real-time prediction of areas susceptible to flash drought development
  publication-title: Atmosphere
– volume: 34
  start-page: 3001
  year: 2014
  end-page: 3023
  ident: bb0030
  article-title: Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring
  publication-title: Int. J. Climatol.
– volume: 203
  start-page: 185
  year: 2017
  end-page: 215
  ident: bb0060
  article-title: ESA CCI soil moisture for improved earth system understanding: state-of-the art and future directions
  publication-title: Remote Sens. Environ.
– volume: 34
  start-page: 545
  year: 2014
  end-page: 558
  ident: bb0225
  article-title: Are droughts becoming more frequent or severe in China based on the standardized precipitation evapotranspiration index: 1951–2010?
  publication-title: Int. J. Climatol.
– volume: 30
  start-page: 506
  year: 1991
  end-page: 526
  ident: bb0120
  article-title: Analysis of soil moisture from near surface parameters: a feasibility study
  publication-title: J. Appl. Meteorol.
– volume: 193
  start-page: 120
  year: 1948
  end-page: 145
  ident: bb0165
  article-title: Natural evaporation from open water, hare soil and grass
  publication-title: P. Roy. Soc. Lond.
– volume: 191
  start-page: 1
  year: 2014
  end-page: 11
  ident: bb0095
  article-title: Monitoring the effects of rapid onset of drought on non-irrigated maize with agronomic data and climate-based drought indices
  publication-title: Agric. For. Meteor.
– volume: 19
  start-page: 205
  year: 1965
  end-page: 234
  ident: bb0140
  article-title: Evaporation and environment
  publication-title: Symp. Soc. Exp. Biol.
– volume: 247
  start-page: 414
  year: 2017
  end-page: 423
  ident: bb0070
  article-title: Meteorological conditions associated with the onset of flash drought in the eastern United States
  publication-title: Agric. For. Meteor.
– volume: 38
  start-page: 55
  year: 1948
  end-page: 94
  ident: bb0180
  article-title: An approach toward a rational classification of climate
  publication-title: Geogr. Rev.
– volume: 17
  start-page: 1169
  year: 2016
  end-page: 1184
  ident: bb0130
  article-title: Precipitation deficit flash droughts over the United States
  publication-title: J. Hydrometeorol.
– reference: Zhu Z., C. X. Shi, T. Zhang, et al., 2018: Applicability analysis of four soil moisture reanalysis datasets in China. Plateau Meteorol., 37(1), 240–252. DOI:
– volume: 16
  start-page: 3607
  year: 2012
  end-page: 3620
  ident: bb0005
  article-title: A bare ground evaporation revision in the ECMWF land-surface scheme: evaluation of its impact using ground soil moisture and satellite microwave data
  publication-title: Hydrol. Earth Syst. Sci.
– volume: 295
  start-page: 43
  year: 2000
  ident: 10.1016/j.scitotenv.2021.147575_bb0195
  article-title: Offline validation of the ERA-40 surface scheme
  publication-title: ECMWF Tech. Memo.
– year: 2019
  ident: 10.1016/j.scitotenv.2021.147575_bb0085
– volume: 35
  start-page: 3760
  year: 2015
  ident: 10.1016/j.scitotenv.2021.147575_bb0210
  article-title: The alleviating trend of drought in the Huang-Huai-Hai plain of China based on the daily SPEI
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.4244
– volume: 19
  start-page: 205
  year: 1965
  ident: 10.1016/j.scitotenv.2021.147575_bb0140
  article-title: Evaporation and environment
  publication-title: Symp. Soc. Exp. Biol.
– volume: 232
  year: 2020
  ident: 10.1016/j.scitotenv.2021.147575_bb0220
  article-title: Similarity and difference of potential evapotranspiration and reference crop evapotranspiration-a review
  publication-title: Agric. Water Manag.
  doi: 10.1016/j.agwat.2020.106043
– volume: 21
  start-page: 1525
  year: 2020
  ident: 10.1016/j.scitotenv.2021.147575_bb0135
  article-title: Prediction of flash droughts over the United States
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM-D-19-0221.1
– ident: 10.1016/j.scitotenv.2021.147575_bb0230
– volume: 247
  start-page: 414
  year: 2017
  ident: 10.1016/j.scitotenv.2021.147575_bb0070
  article-title: Meteorological conditions associated with the onset of flash drought in the eastern United States
  publication-title: Agric. For. Meteor.
  doi: 10.1016/j.agrformet.2017.08.031
– volume: 42
  start-page: 9790
  year: 2015
  ident: 10.1016/j.scitotenv.2021.147575_bb0075
  article-title: On the utility of in situ soil moisture observations for flash drought early warning in Oklahoma, USA
  publication-title: Geophys. Res. Lett.
  doi: 10.1002/2015GL066600
– year: 1998
  ident: 10.1016/j.scitotenv.2021.147575_bb0015
  article-title: Crop evapotranspiration-guidelines for computing crop water requirements
– volume: 228
  start-page: 1
  year: 2016
  ident: 10.1016/j.scitotenv.2021.147575_bb0215
  article-title: Monitoring winter wheat drought threat in northern China using multiple climate-based drought indices and soil moisture during 2000–2013
  publication-title: Agric. For. Meteorol.
  doi: 10.1016/j.agrformet.2016.06.004
– ident: 10.1016/j.scitotenv.2021.147575_bb0115
– volume: 20
  start-page: 1525
  year: 2019
  ident: 10.1016/j.scitotenv.2021.147575_bb0160
  article-title: Assessing the evolution of soil moisture and vegetation conditions during a flash drought–flash recovery sequence over the south-central United States
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM-D-18-0171.1
– volume: 137
  start-page: 553
  year: 2011
  ident: 10.1016/j.scitotenv.2021.147575_bb0055
  article-title: The ERA-interim reanalysis: configuration and performance of the data assimilation system
  publication-title: Quart. J. Roy. Meteor. Soc.
  doi: 10.1002/qj.828
– volume: 38
  start-page: 165
  year: 2003
  ident: 10.1016/j.scitotenv.2021.147575_bb0190
  article-title: The Torne-Kalix PILPS 2(e) experiment as a test bed for modifications to the ECMWF land surface scheme
  publication-title: Glob. Planet. Chang.
  doi: 10.1016/S0921-8181(03)00027-4
– volume: 83
  start-page: 1181
  year: 2002
  ident: 10.1016/j.scitotenv.2021.147575_bb0175
  article-title: The drought monitor
  publication-title: Bull. Amer. Meteor. Soc.
  doi: 10.1175/1520-0477-83.8.1181
– volume: 11
  start-page: 2073
  year: 2020
  ident: 10.1016/j.scitotenv.2021.147575_bb0040
  article-title: Real-time prediction of areas susceptible to flash drought development
  publication-title: Atmosphere
  doi: 10.3390/atmos11101114
– volume: 29
  year: 2020
  ident: 10.1016/j.scitotenv.2021.147575_bb0185
  article-title: Developing a hybrid drought index: precipitation evapotranspiration difference condition index
  publication-title: Clim. Risk Manag.
– volume: 23
  start-page: 1696
  year: 2010
  ident: 10.1016/j.scitotenv.2021.147575_bb0200
  article-title: A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index
  publication-title: J. Clim.
  doi: 10.1175/2009JCLI2909.1
– volume: 35
  start-page: 1478
  year: 2018
  ident: 10.1016/j.scitotenv.2021.147575_bb0205
  article-title: Two types of flash drought and their connections with seasonal drought
  publication-title: Adv. Atmos. Sci.
  doi: 10.1007/s00376-018-8047-0
– volume: 34
  start-page: 545
  year: 2014
  ident: 10.1016/j.scitotenv.2021.147575_bb0225
  article-title: Are droughts becoming more frequent or severe in China based on the standardized precipitation evapotranspiration index: 1951–2010?
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.3701
– volume: 32, L04707
  year: 2005
  ident: 10.1016/j.scitotenv.2021.147575_bb0235
  article-title: Variations in droughts over China: 1951–2003
  publication-title: Geophys. Res. Lett.
– volume: 146
  start-page: 1999
  issue: 730
  year: 2020
  ident: 10.1016/j.scitotenv.2021.147575_bb0090
  article-title: The ERA5 global reanalysis
  publication-title: Q. J. Roy. Meteor. Soc.
  doi: 10.1002/qj.3803
– volume: 191
  start-page: 1
  year: 2014
  ident: 10.1016/j.scitotenv.2021.147575_bb0095
  article-title: Monitoring the effects of rapid onset of drought on non-irrigated maize with agronomic data and climate-based drought indices
  publication-title: Agric. For. Meteor.
  doi: 10.1016/j.agrformet.2014.02.001
– volume: 20
  start-page: 1525
  year: 2019
  ident: 10.1016/j.scitotenv.2021.147575_bb0100
  article-title: Flash drought as captured by reanalysis data: disentangling the contributions of precipitation deficit and excess evapotranspiration
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM-D-18-0242.1
– volume: 34
  start-page: 3001
  year: 2014
  ident: 10.1016/j.scitotenv.2021.147575_bb0030
  article-title: Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.3887
– volume: 11
  start-page: 717
  year: 2019
  ident: 10.1016/j.scitotenv.2021.147575_bb0080
  article-title: Evolution of the ESA CCI soil moisture climate data records and their underlying merging methodology
  publication-title: Earth Syst. Sci. Data
  doi: 10.5194/essd-11-717-2019
– volume: 10
  start-page: 623
  year: 2009
  ident: 10.1016/j.scitotenv.2021.147575_bb0025
  article-title: A revised hydrology for the ECMWF model: verification from field site to terrestrial water storage and impact in the ECMWF-IFS
  publication-title: J. Hydrometeorol.
  doi: 10.1175/2008JHM1068.1
– volume: 28
  start-page: 5430
  year: 2015
  ident: 10.1016/j.scitotenv.2021.147575_bb0035
  article-title: Changes in drought characteristics over China using the standardized precipitation evapotranspiration index
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-14-00707.1
– volume: 99
  start-page: 911
  year: 2018
  ident: 10.1016/j.scitotenv.2021.147575_bb0155
  article-title: Flash droughts: a review and assessment of the challenges imposed by rapid-onset droughts in the United States
  publication-title: Bull. Amer. Meteor. Soc.
  doi: 10.1175/BAMS-D-17-0149.1
– volume: 33
  start-page: 6229
  year: 2020
  ident: 10.1016/j.scitotenv.2021.147575_bb0050
  article-title: Prediction skill of the 2012 U.S. great plains flash drought in subseasonal experiment (SubX) models
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-19-0863.1
– volume: 16
  start-page: 3607
  year: 2012
  ident: 10.1016/j.scitotenv.2021.147575_bb0005
  article-title: A bare ground evaporation revision in the ECMWF land-surface scheme: evaluation of its impact using ground soil moisture and satellite microwave data
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-16-3607-2012
– volume: 44
  start-page: 867
  issue: 6
  year: 2016
  ident: 10.1016/j.scitotenv.2021.147575_bb0170
  article-title: Inter-comparison of various long-time soil moisture datasets in China
  publication-title: Meteor. Sci. Technol.
– volume: 11
  start-page: 899
  year: 2010
  ident: 10.1016/j.scitotenv.2021.147575_bb0065
  article-title: An improved snow scheme for the ECMWF land surface model: description and offline validation
  publication-title: J. Hydrometeorol.
  doi: 10.1175/2010JHM1249.1
– volume: 14
  start-page: 1057
  year: 2013
  ident: 10.1016/j.scitotenv.2021.147575_bb0150
  article-title: Examining flash drought development using the thermal infrared based evaporative stress index
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM-D-12-0144.1
– volume: 31
  start-page: 641
  year: 2013
  ident: 10.1016/j.scitotenv.2021.147575_bb0045
  article-title: Analysis of response of soil moisture to climate change in semi-arid Loess Plateau in China based on GLADAS data
  publication-title: J. Arid Meteorol.
– volume: 193
  start-page: 120
  year: 1948
  ident: 10.1016/j.scitotenv.2021.147575_bb0165
  article-title: Natural evaporation from open water, hare soil and grass
  publication-title: P. Roy. Soc. Lond.
– volume: 17
  start-page: 1169
  year: 2016
  ident: 10.1016/j.scitotenv.2021.147575_bb0130
  article-title: Precipitation deficit flash droughts over the United States
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM-D-15-0158.1
– volume: 14
  start-page: 1035
  year: 2013
  ident: 10.1016/j.scitotenv.2021.147575_bb0020
  article-title: An intercomparison of drought indicators based on thermal remote sensing and NLDAS simulations
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM-D-12-0140.1
– volume: 38
  start-page: 1470
  year: 2016
  ident: 10.1016/j.scitotenv.2021.147575_bb0105
  article-title: The memory and climate effects of global soil moisture
  publication-title: J. Claciol. Geocryol.
– volume: 13
  start-page: 1442
  year: 2012
  ident: 10.1016/j.scitotenv.2021.147575_bb0010
  article-title: Soil moisture analyses at ECMWF: evaluation using global ground-based in situ observations
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM-D-11-0107.1
– volume: 30
  start-page: 506
  year: 1991
  ident: 10.1016/j.scitotenv.2021.147575_bb0120
  article-title: Analysis of soil moisture from near surface parameters: a feasibility study
  publication-title: J. Appl. Meteorol.
  doi: 10.1175/1520-0450(1991)030<1534:AOSMFN>2.0.CO;2
– volume: 12
  start-page: 2073
  year: 2021
  ident: 10.1016/j.scitotenv.2021.147575_bb0145
  article-title: Flash drought response to precipitation and atmospheric evaporative demand in Spain
  publication-title: Atmosphere
  doi: 10.3390/atmos12020165
– volume: 38
  start-page: 55
  year: 1948
  ident: 10.1016/j.scitotenv.2021.147575_bb0180
  article-title: An approach toward a rational classification of climate
  publication-title: Geogr. Rev.
  doi: 10.2307/210739
– volume: 203
  start-page: 185
  year: 2017
  ident: 10.1016/j.scitotenv.2021.147575_bb0060
  article-title: ESA CCI soil moisture for improved earth system understanding: state-of-the art and future directions
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2017.07.001
– ident: 10.1016/j.scitotenv.2021.147575_bb0110
– volume: 42
  start-page: 2823
  issue: 8
  year: 2015
  ident: 10.1016/j.scitotenv.2021.147575_bb0125
  article-title: Heat wave flash droughts in decline
  publication-title: Geophys. Res. Lett.
  doi: 10.1002/2015GL064018
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Snippet Short-term, fast-developing wet and dry anomalies have gained much attention, as their suddenness brings new challenges to monitoring. It is unclear how long a...
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crossref
elsevier
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 147575
SubjectTerms China
Daily SPEIs
environment
evapotranspiration
Regional dependence
river valleys
Soil moisture
soil water
subsurface soil layers
Wetness and dryness
Title How long should the pre-existing climatic water balance be considered when capturing short-term wetness and dryness over China by using SPEI?
URI https://dx.doi.org/10.1016/j.scitotenv.2021.147575
https://www.proquest.com/docview/2986227552
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