Precipitation Complexity and its Spatial Difference in the Taihu Lake Basin, China

Due to the rapid urbanization development, the precipitation variability in the Taihu Lake basin (TLB) in East China has become highly complex over the last decades. However, there is limited understanding of the spatiotemporal variability of precipitation complexity and its relationship with the ur...

Full description

Saved in:
Bibliographic Details
Published inEntropy (Basel, Switzerland) Vol. 21; no. 1; p. 48
Main Authors Hu, Jian, Liu, Yong, Sang, Yan-Fang
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.01.2019
MDPI
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Due to the rapid urbanization development, the precipitation variability in the Taihu Lake basin (TLB) in East China has become highly complex over the last decades. However, there is limited understanding of the spatiotemporal variability of precipitation complexity and its relationship with the urbanization development in the region. In this article, by considering the whole urbanization process, we use the SampEn index to investigate the precipitation complexity and its spatial differences in different urbanization areas (old urban area, new urban area and suburbs) in TLB. Results indicate that the precipitation complexity and its changes accord well with the urbanization development process in TLB. Higher urbanization degrees correspond to greater complexity degrees of precipitation. Precipitation in old urban areas shows the greatest complexity compared with that in new urban areas and suburbs, not only for the entire precipitation process but also the precipitation extremes. There is a significant negative correlation between the annual precipitation and its SampEn value, and the same change of precipitation can cause a greater complexity change in old urbanization areas compared with the new urban areas and suburbs. It is noted that the enhanced precipitation complexity in a new urban area during recent decades cannot be ignored facing the expanding urbanization.
AbstractList Due to the rapid urbanization development, the precipitation variability in the Taihu Lake basin (TLB) in East China has become highly complex over the last decades. However, there is limited understanding of the spatiotemporal variability of precipitation complexity and its relationship with the urbanization development in the region. In this article, by considering the whole urbanization process, we use the SampEn index to investigate the precipitation complexity and its spatial differences in different urbanization areas (old urban area, new urban area and suburbs) in TLB. Results indicate that the precipitation complexity and its changes accord well with the urbanization development process in TLB. Higher urbanization degrees correspond to greater complexity degrees of precipitation. Precipitation in old urban areas shows the greatest complexity compared with that in new urban areas and suburbs, not only for the entire precipitation process but also the precipitation extremes. There is a significant negative correlation between the annual precipitation and its SampEn value, and the same change of precipitation can cause a greater complexity change in old urbanization areas compared with the new urban areas and suburbs. It is noted that the enhanced precipitation complexity in a new urban area during recent decades cannot be ignored facing the expanding urbanization.
Due to the rapid urbanization development, the precipitation variability in the Taihu Lake basin (TLB) in East China has become highly complex over the last decades. However, there is limited understanding of the spatiotemporal variability of precipitation complexity and its relationship with the urbanization development in the region. In this article, by considering the whole urbanization process, we use the SampEn index to investigate the precipitation complexity and its spatial differences in different urbanization areas (old urban area, new urban area and suburbs) in TLB. Results indicate that the precipitation complexity and its changes accord well with the urbanization development process in TLB. Higher urbanization degrees correspond to greater complexity degrees of precipitation. Precipitation in old urban areas shows the greatest complexity compared with that in new urban areas and suburbs, not only for the entire precipitation process but also the precipitation extremes. There is a significant negative correlation between the annual precipitation and its SampEn value, and the same change of precipitation can cause a greater complexity change in old urbanization areas compared with the new urban areas and suburbs. It is noted that the enhanced precipitation complexity in a new urban area during recent decades cannot be ignored facing the expanding urbanization.Due to the rapid urbanization development, the precipitation variability in the Taihu Lake basin (TLB) in East China has become highly complex over the last decades. However, there is limited understanding of the spatiotemporal variability of precipitation complexity and its relationship with the urbanization development in the region. In this article, by considering the whole urbanization process, we use the SampEn index to investigate the precipitation complexity and its spatial differences in different urbanization areas (old urban area, new urban area and suburbs) in TLB. Results indicate that the precipitation complexity and its changes accord well with the urbanization development process in TLB. Higher urbanization degrees correspond to greater complexity degrees of precipitation. Precipitation in old urban areas shows the greatest complexity compared with that in new urban areas and suburbs, not only for the entire precipitation process but also the precipitation extremes. There is a significant negative correlation between the annual precipitation and its SampEn value, and the same change of precipitation can cause a greater complexity change in old urbanization areas compared with the new urban areas and suburbs. It is noted that the enhanced precipitation complexity in a new urban area during recent decades cannot be ignored facing the expanding urbanization.
Author Hu, Jian
Liu, Yong
Sang, Yan-Fang
AuthorAffiliation 2 State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Nanjing Hydraulic Research Institute, Nanjing 210029, China
1 Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
AuthorAffiliation_xml – name: 2 State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Nanjing Hydraulic Research Institute, Nanjing 210029, China
– name: 1 Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China
Author_xml – sequence: 1
  givenname: Jian
  surname: Hu
  fullname: Hu, Jian
– sequence: 2
  givenname: Yong
  surname: Liu
  fullname: Liu, Yong
– sequence: 3
  givenname: Yan-Fang
  orcidid: 0000-0001-6770-9311
  surname: Sang
  fullname: Sang, Yan-Fang
BookMark eNplkVtvEzEQhS1URC_wwD-wxAtIhPq-9gsShFulSCAoz5ZjjxuHjb317iL67zEkIFqexpo58411zik6yiUDQo8pecG5IefAKKGECH0PnVBizEJwQo7-eR-j03HcEsI4o-oBOuacKdUpfoI-f6rg05AmN6WS8bLshh5-pOkGuxxwmkb8ZWgj1-M3KUaokD3glPG0AXzp0mbGK_cN8Gs3pvwcLzcpu4fofnT9CI8O9Qx9fff2cvlhsfr4_mL5arXwQqhpEUCZNSXaaKYDEZFxz7XuuJbCUxbWksYgvdPrED0Qw7UPXgTntdIGuPT8DF3suaG4rR1q2rl6Y4tL9nej1Cvr6pR8DzZEAVHJyKLhAqQxCjrWTCAEmHCaN9bLPWuY1zsIHvJUXX8LenuS08Zele-2k1RQKRrg6QFQy_UM42R3afTQ9y5DmUfLRDO841SqJn1yR7otc83NKsuk0LwTgpGmOt-rfC3jWCFafwip3U-9pcT-yt7-zb5tPLuz8ef7_2t_AtverVY
CitedBy_id crossref_primary_10_3390_w13223213
crossref_primary_10_1016_j_ejrh_2023_101568
crossref_primary_10_3390_e22010038
crossref_primary_10_1016_j_chaos_2021_111296
crossref_primary_10_1016_j_ecolind_2022_109287
crossref_primary_10_1016_j_atmosres_2021_105531
crossref_primary_10_1016_j_jhydrol_2019_124289
crossref_primary_10_3390_w14152444
crossref_primary_10_1007_s41101_025_00347_2
crossref_primary_10_18307_2022_0625
crossref_primary_10_3390_ijerph20021340
crossref_primary_10_18307_2022_0121
crossref_primary_10_1016_j_gloplacha_2025_104720
crossref_primary_10_1007_s00477_021_02091_0
crossref_primary_10_3390_s21030849
Cites_doi 10.1007/BF00872281
10.1061/(ASCE)HE.1943-5584.0000852
10.1016/j.jhydrol.2008.02.008
10.1002/j.1538-7305.1948.tb01338.x
10.1073/pnas.1222475110
10.1016/j.physa.2014.11.044
10.1152/ajpheart.2000.278.6.H2039
10.1007/BF00872282
10.5194/hess-22-757-2018
10.1111/j.1749-6632.2001.tb02755.x
10.1002/2017JD026956
10.1016/0022-1694(89)90264-3
10.1007/s00477-014-0859-6
10.1016/j.jhydrol.2017.01.012
10.1016/j.jhydrol.2018.02.036
10.1002/2017WR020838
10.1073/pnas.88.6.2297
10.1016/j.cmpb.2008.02.008
10.1016/j.jhydrol.2017.12.066
10.1002/2014JD022844
10.1016/j.jhydrol.2009.01.042
10.1016/j.advwatres.2011.11.007
10.1063/1.166092
10.1007/978-94-007-1861-6
10.1088/1748-9326/10/1/015001
10.3390/e19120641
ContentType Journal Article
Copyright 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2019 by the authors. 2019
Copyright_xml – notice: 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2019 by the authors. 2019
DBID AAYXX
CITATION
7TB
8FD
8FE
8FG
ABJCF
ABUWG
AFKRA
AZQEC
BENPR
BGLVJ
CCPQU
DWQXO
FR3
HCIFZ
KR7
L6V
M7S
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
7X8
5PM
DOA
DOI 10.3390/e21010048
DatabaseName CrossRef
Mechanical & Transportation Engineering Abstracts
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest One
ProQuest Central Korea
Engineering Research Database
SciTech Premium Collection
Civil Engineering Abstracts
ProQuest Engineering Collection
Engineering Database
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
Technology Collection
Technology Research Database
ProQuest One Academic Middle East (New)
Mechanical & Transportation Engineering Abstracts
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Engineering Collection
ProQuest Central Korea
ProQuest Central (New)
Engineering Collection
Civil Engineering Abstracts
Engineering Database
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
MEDLINE - Academic
DatabaseTitleList
Publicly Available Content Database
MEDLINE - Academic

CrossRef
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
EISSN 1099-4300
ExternalDocumentID oai_doaj_org_article_df4ef65f2f934e5996e7233200e24a83
PMC7514154
10_3390_e21010048
GeographicLocations China
Taihu Lake
GeographicLocations_xml – name: Taihu Lake
– name: China
GroupedDBID 29G
2WC
5GY
5VS
8FE
8FG
AADQD
AAFWJ
AAYXX
ABDBF
ABJCF
ACIWK
ACUHS
ADBBV
AEGXH
AENEX
AFKRA
AFPKN
AFZYC
ALMA_UNASSIGNED_HOLDINGS
BCNDV
BENPR
BGLVJ
CCPQU
CITATION
CS3
DU5
E3Z
ESX
F5P
GROUPED_DOAJ
GX1
HCIFZ
HH5
IAO
J9A
KQ8
L6V
M7S
MODMG
M~E
OK1
OVT
PGMZT
PHGZM
PHGZT
PIMPY
PROAC
PTHSS
RNS
RPM
TR2
TUS
XSB
~8M
7TB
8FD
ABUWG
AZQEC
DWQXO
FR3
KR7
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
7X8
5PM
PUEGO
ID FETCH-LOGICAL-c446t-de69b1089828d04f23c38873854c12db51fd5ca8bdfce0938cdc4dac8689e35c3
IEDL.DBID BENPR
ISSN 1099-4300
IngestDate Wed Aug 27 01:26:33 EDT 2025
Thu Aug 21 18:00:42 EDT 2025
Fri Jul 11 15:12:35 EDT 2025
Fri Jul 25 11:58:57 EDT 2025
Tue Jul 01 01:57:47 EDT 2025
Thu Apr 24 23:04:48 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License https://creativecommons.org/licenses/by/4.0
Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c446t-de69b1089828d04f23c38873854c12db51fd5ca8bdfce0938cdc4dac8689e35c3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0001-6770-9311
OpenAccessLink https://www.proquest.com/docview/2548374420?pq-origsite=%requestingapplication%
PMID 33266763
PQID 2548374420
PQPubID 2032401
ParticipantIDs doaj_primary_oai_doaj_org_article_df4ef65f2f934e5996e7233200e24a83
pubmedcentral_primary_oai_pubmedcentral_nih_gov_7514154
proquest_miscellaneous_2466773156
proquest_journals_2548374420
crossref_citationtrail_10_3390_e21010048
crossref_primary_10_3390_e21010048
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2019-01-01
PublicationDateYYYYMMDD 2019-01-01
PublicationDate_xml – month: 01
  year: 2019
  text: 2019-01-01
  day: 01
PublicationDecade 2010
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Entropy (Basel, Switzerland)
PublicationYear 2019
Publisher MDPI AG
MDPI
Publisher_xml – name: MDPI AG
– name: MDPI
References Ji (ref_37) 2013; 28
Pincus (ref_29) 2002; 954
Pincus (ref_23) 1991; 88
Pincus (ref_24) 1995; 5
Tetzlaff (ref_13) 2017; 53
Lin (ref_41) 2014; 50
Ravines (ref_5) 2008; 353
Sang (ref_14) 2015; 120
Yang (ref_39) 2014; 19
ref_18
Wu (ref_35) 2013; 33
Hu (ref_4) 2018; 29
Richman (ref_26) 2000; 278
Sang (ref_6) 2009; 368
Haddeland (ref_1) 2014; 111
Peng (ref_32) 2009; 18
Krstanovic (ref_22) 1992; 6
Lake (ref_28) 2002; 283
Chou (ref_34) 2014; 28
Sang (ref_10) 2018; 22
Kite (ref_12) 1989; 111
Chen (ref_17) 2018; 557
Jin (ref_40) 2017; 45
Kang (ref_33) 2013; 32
Papalexiou (ref_20) 2012; 45
Xue (ref_3) 2015; 37
Shahin (ref_8) 1993; 22
Li (ref_25) 2018; 38
Singh (ref_16) 2010; 46
Shannon (ref_15) 1948; 27
ref_9
Wu (ref_36) 2017; 37
Grill (ref_2) 2015; 10
Krstanovic (ref_21) 1992; 6
Hu (ref_31) 2016; 63
Ding (ref_38) 2010; 19
Xie (ref_11) 2018; 560
Zhao (ref_30) 2012; 31
Manis (ref_27) 2008; 91
ref_7
Singh (ref_19) 2014; 421
Li (ref_42) 2006; 15
References_xml – volume: 32
  start-page: 5
  year: 2013
  ident: ref_33
  article-title: Study and application of complexity model for hydrological system
  publication-title: J. Hydroelectr. Eng.
– volume: 50
  start-page: 792
  year: 2014
  ident: ref_41
  article-title: Possible effects of urbanization on regional precipitation over Yangtze River Delta area
  publication-title: J. Nanjing Univ. (Natl. Sci.)
– volume: 6
  start-page: 279
  year: 1992
  ident: ref_21
  article-title: Evaluation of rainfall networks using entropy: 1. Theoretical development
  publication-title: Water Resour. Manag.
  doi: 10.1007/BF00872281
– volume: 19
  start-page: 739
  year: 2014
  ident: ref_39
  article-title: Impacts of urbanization on precipitation in Taihu Lake Basin, China
  publication-title: J. Hydrol. Eng.
  doi: 10.1061/(ASCE)HE.1943-5584.0000852
– volume: 353
  start-page: 189
  year: 2008
  ident: ref_5
  article-title: A joint model for rainfall-runoff: The case of Rio Grande Basin
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2008.02.008
– volume: 27
  start-page: 379
  year: 1948
  ident: ref_15
  article-title: A Mathematical Theory of Communication
  publication-title: Bell Syst. Tech. J.
  doi: 10.1002/j.1538-7305.1948.tb01338.x
– volume: 111
  start-page: 3251
  year: 2014
  ident: ref_1
  article-title: Global water resources affected by human interventions and climate change
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.1222475110
– volume: 421
  start-page: 360
  year: 2014
  ident: ref_19
  article-title: A Tsallis entropy-based redundancy measure for water distribution network
  publication-title: Phys. A
  doi: 10.1016/j.physa.2014.11.044
– volume: 38
  start-page: 252
  year: 2018
  ident: ref_25
  article-title: A new method for determining parameters of system complexity measures and its application
  publication-title: Syst. Eng.-Theory Pract.
– volume: 278
  start-page: 2039
  year: 2000
  ident: ref_26
  article-title: Physiological time-series analysis using approximate entropy and sample entropy
  publication-title: Am. J. Physiol. Heart Circ. Physiol.
  doi: 10.1152/ajpheart.2000.278.6.H2039
– volume: 63
  start-page: 2645
  year: 2016
  ident: ref_31
  article-title: Battery Health Prognosis for Electric Vehicles Using Sample Entropy and Sparse Bayesian Predictive Modeling
  publication-title: IEEE Trans. Ind. Electron.
– volume: 6
  start-page: 295
  year: 1992
  ident: ref_22
  article-title: Evaluation of rainfall networks using entropy: 2. Application
  publication-title: Water Resour. Manag.
  doi: 10.1007/BF00872282
– volume: 22
  start-page: 757
  year: 2018
  ident: ref_10
  article-title: A discrete wavelet spectrum approach for identifying non-monotonic trends in hydroclimate data
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-22-757-2018
– volume: 954
  start-page: 245
  year: 2002
  ident: ref_29
  article-title: Assessing serial irregularity and its implications for health
  publication-title: Ann. N. Y. Acad. Sci.
  doi: 10.1111/j.1749-6632.2001.tb02755.x
– ident: ref_7
  doi: 10.1002/2017JD026956
– volume: 111
  start-page: 259
  year: 1989
  ident: ref_12
  article-title: Use of time series analysis to detect climatic change
  publication-title: J. Hydrol.
  doi: 10.1016/0022-1694(89)90264-3
– volume: 28
  start-page: 1401
  year: 2014
  ident: ref_34
  article-title: Complexity analysis of rainfall and runoff time series based on sample entropy in different temporal scales
  publication-title: Stoch. Environ. Res. Risk Assess
  doi: 10.1007/s00477-014-0859-6
– volume: 37
  start-page: 60
  year: 2017
  ident: ref_36
  article-title: Influence of El Nino Events on Rainfall in Taihu Basin
  publication-title: J. China Hydrol.
  doi: 10.1016/j.jhydrol.2017.01.012
– volume: 560
  start-page: 451
  year: 2018
  ident: ref_11
  article-title: Evaluation of the significance of abrupt changes in precipitation and runoff process in China
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2018.02.036
– volume: 53
  start-page: 2598
  year: 2017
  ident: ref_13
  article-title: The essential value of long-term experimental data for hydrology and water management
  publication-title: Water Resour. Res.
  doi: 10.1002/2017WR020838
– volume: 88
  start-page: 2297
  year: 1991
  ident: ref_23
  article-title: Approximate entropy as a measure of system complexity
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.88.6.2297
– volume: 29
  start-page: 138
  year: 2018
  ident: ref_4
  article-title: A review of urbanization impact on precipitation
  publication-title: Adv. Water Sci.
– volume: 31
  start-page: 136
  year: 2012
  ident: ref_30
  article-title: Sample entropy-based roller bearing fault diagnosis method
  publication-title: J. Vib. Shock
– volume: 33
  start-page: 75
  year: 2013
  ident: ref_35
  article-title: Tempo-spatial Change of Precipitation in Taihu Lake Basin during Recent 61 Years
  publication-title: J. China Hydrol.
– volume: 91
  start-page: 48
  year: 2008
  ident: ref_27
  article-title: Fast computation of approximate entropy
  publication-title: Comput. Methods Prog. Biomed.
  doi: 10.1016/j.cmpb.2008.02.008
– volume: 28
  start-page: 51
  year: 2013
  ident: ref_37
  article-title: The Response Relationship between Underlying Surface Changing and Climate Change in the Taihu Basin
  publication-title: J. Nat. Resour.
– volume: 18
  start-page: 1379
  year: 2009
  ident: ref_32
  article-title: Analysis on complexity of monthly runoff series based on sample entropy in the Dongjiang river
  publication-title: Ecol. Environ. Sci.
– volume: 37
  start-page: 75
  year: 2015
  ident: ref_3
  article-title: Mutation Test on Rainfall and Runoff Time Series Based on Sample Entropy
  publication-title: J. Earth Sci. Environ.
– volume: 45
  start-page: 1
  year: 2017
  ident: ref_40
  article-title: Impacts of rapid urbanization on precipitation at two representative rain gauges in Shanghai City
  publication-title: J. Hohai Univ. (Nat. Sci.)
– volume: 557
  start-page: 699
  year: 2018
  ident: ref_17
  article-title: Entropy-based derivation of generalized distributions for hydrometeorological frequency analysis
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2017.12.066
– volume: 15
  start-page: 335
  year: 2006
  ident: ref_42
  article-title: Influence of Urbanization on Precipitation in Suzhou City
  publication-title: Resour. Environ. Yangtze Basin
– volume: 283
  start-page: 789
  year: 2002
  ident: ref_28
  article-title: Sample entropy analysis of neonatal heart rate variability
  publication-title: Am. J. Physiol.
– volume: 120
  start-page: 5334
  year: 2015
  ident: ref_14
  article-title: Gradation of complexity and predictability of hydrological processes
  publication-title: J. Geophys. Res.-Atmos.
  doi: 10.1002/2014JD022844
– volume: 46
  start-page: 229
  year: 2010
  ident: ref_16
  article-title: Entropy theory for hydrologic modeling
  publication-title: J. Beijing Norm. Univ. Nat. Sci.
– volume: 22
  start-page: 7362
  year: 1993
  ident: ref_8
  article-title: Statistical analysis in water resources engineering
  publication-title: Opt. Express
– volume: 368
  start-page: 165
  year: 2009
  ident: ref_6
  article-title: The relation between periods’ identification and noises in hydrologic series data
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2009.01.042
– volume: 19
  start-page: 873
  year: 2010
  ident: ref_38
  article-title: Effect of urbanization on regional precipitation in Suzhou-Wuxi-Changzhou area
  publication-title: Resour. Environ. Yangtze Basin
– volume: 45
  start-page: 51
  year: 2012
  ident: ref_20
  article-title: Entropy based derivation of probability distributions: A case study to daily rainfall
  publication-title: Adv. Water Resour.
  doi: 10.1016/j.advwatres.2011.11.007
– volume: 5
  start-page: 110
  year: 1995
  ident: ref_24
  article-title: Approximate entropy (ApEn) as a complexity measure
  publication-title: Chaos
  doi: 10.1063/1.166092
– ident: ref_9
  doi: 10.1007/978-94-007-1861-6
– volume: 10
  start-page: 015001
  year: 2015
  ident: ref_2
  article-title: An index-based framework for assessing patterns and trends in river fragmentation and flow regulation by global dams at multiple scales
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/10/1/015001
– ident: ref_18
  doi: 10.3390/e19120641
SSID ssj0023216
Score 2.2236679
Snippet Due to the rapid urbanization development, the precipitation variability in the Taihu Lake basin (TLB) in East China has become highly complex over the last...
SourceID doaj
pubmedcentral
proquest
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Enrichment Source
Index Database
StartPage 48
SubjectTerms Annual precipitation
Complexity
Entropy
Hydrology
Precipitation
sample Entropy
Suburban areas
Taihu Lake Basin, urbanization
Time series
Trends
Urban areas
Urbanization
Variability
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1NT9wwELUQp14QiFaEQmVQDz0Qsck4tnOElhVCbYXQrsQt8sdYGxVlEZs98O87TrIrIlXqhWsyB3uenXkvcd4w9lWiFY7KQpqXpkyFkja1Cn0a0GcEuFLKxH-Hf_2Wt3Nx91g8vmn1Fc-E9fbAfeIufRAYZBHyUILAaCaCKgcgcDEXRnc-n1TzNmJqkFqQZ7L3EQIS9ZdIwiZao-lR9elM-kfMcnwu8k2hme6zvYEh8qt-ZAdsB5tD9nAfXSieB0NtHndxdLJsX7lpPK_bFY-9hWkt8R9DxxOHvG440Ts-M_VizX-aP8ivzapuLnjXNPsjm09vZt9v06EdQupIs7WpR1nabKJLEkl-IkIODugRAboQLsu9LbLgC2e09cHhpATtvBPeOC11iVA4-MR2m2WDR4xrCFTXCy0VgABnjQ7WUUqDcLYAqxL2bZOmyg1Tiy0rnirSDDGj1TajCTvfhj73Bhn_CrqOud4GRE_r7gIhXQ1IV_9DOmEnG6SqYaOtKtK3JLGFyCcJO9vepi0Sv3uYBpdrihGSFh2QUk2YGiE8GtD4TlMvOrNtRYySaObxe8zgM_tAfKvs3-CcsN32ZY2nxGla-6Vbvn8Bqzr1Ew
  priority: 102
  providerName: Directory of Open Access Journals
Title Precipitation Complexity and its Spatial Difference in the Taihu Lake Basin, China
URI https://www.proquest.com/docview/2548374420
https://www.proquest.com/docview/2466773156
https://pubmed.ncbi.nlm.nih.gov/PMC7514154
https://doaj.org/article/df4ef65f2f934e5996e7233200e24a83
Volume 21
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwEB7R7YULKgJEoF0ZxIEDUTcZJ3ZOiIVuKwRVVbXS3iI_aQTKLt3sgX_POOsNREJcckhGijMvz2c73wC8KZ3mhqaFNK9UlXJR6lQLZ1PvbEYGF0Ko8O_w18vy4pZ_XhbLuOC2iccq9zmxT9R2ZcIa-SkBGcJSnOez9-ufaegaFXZXYwuNAzikFCzlBA7nZ5dX1wPkwjwrd3xCSOD-1BHACRRpcjQL9WT9owpzfD7yrwlncQSPYqXIPuxM-xgeuPYJXF8FNop1JNZmIZoDo2X3i6nWsqbbsNBjmHyKfYqdT4xjTcuozGM3qrnbsi_qu2NztWnad6xvnv0UbhdnNx8v0tgWITWE3brUurLS2UxWBJbsjPscDVKqQFlwk-VWF5m3hVFSW2_crEJprOFWGVnKymFh8BlM2lXrngOT6Gl-L2QpEDkaraTXhuLGc6ML1CKBt3s11SZ-Wmhd8aMm7BA0Wg8aTeD1ILreEWX8S2gedD0IBG7r_sbq_lsdQ6W2njtfFj73FXIX6GOcyBFpWC7nSmICx3tL1THgNvUf90jg1fCYQiXsf6jWrbYkw0tyPiTEmoAYWXg0oPGTtrnrSbcFVZZUbr74_8tfwkOqqKrdGs0xTLr7rTuhqqXTUziQi_NpdNBpj_3per7MfgPWnfFJ
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VcoALAgEipYBBIHEg6sZ2YueAEKUsW7qtENpKvQU_aQTKLt2sUP8Uv5FxXhAJces1thJnHp75_PgG4HnmNDcYFmKaqzzmItOxFs7G3tkEFS6EUOHu8PFJNjvlH8_Ssy341d-FCccq-zmxmajt0oQ18j0EMoilOKeTN6sfcagaFXZX-xIarVkcucufCNnWrw8PUL8vKJ2-X7ybxV1Vgdgg9Klj67JcJxOZI9awE-4pMww9jcmUm4RanSbepkZJbb1xiPelsYZbZWQmc8dSw_C91-A6ZxjJw8306YcB4DGaZC17ETZO9hzCqUDIJkcxrykNMMpnx6cx_wpv09twq8tLydvWkO7AlqvuwudPgfti1dF4kzB3BP7M-pKoypKyXpNQ0RgtmBx0dVaMI2VFMKkkC1Web8hcfXNkX63L6hVpSnXfg9MrEdd92K6WlXsARDKP2UQqM8EYZ0Yr6bVBL_Xc6JRpEcHLXkyF6X4tFMr4XiBSCRItBolG8GzoumppOf7VaT_IeugQmLSbB8uLr0XnmIX13Pks9dTnjLtAVuMEZQyH5ShXkkWw22uq6Nx7XfwxxgieDs3omGG3RVVuucE-PENTZ4iPIxAjDY8GNG6pyvOG4ltgHovJ7c7_P_4EbswWx_Nifnhy9BBuYi6Xt6tDu7BdX2zcI8yXav24MVICX67aK34DFLsqxA
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1ba9RAFD7ULYgvoqiYWnUUBR8Mu8lMMpMHEdft0tq6LKWFvsW52qBk124W6V_z13kmNw2Ib33NHJLJucycby7fAXiVWsU0TgthnMksZDxVoeLWhM6aCA3OOZf-7vDnRXp4zj5dJBc78Ku7C-OPVXZjYj1Qm5X2a-RjBDKIpRiLJ2PXHotYzubv1z9CX0HK77R25TQaFzm21z8Rvm3eHc3Q1q_jeH5w9vEwbCsMhBphUBUam2YqmogMcYeZMBdTTTHqqEiYjmKjksiZREuhjNMWsb_QRjMjtUhFZmmiKb73Fuxyj4pGsDs9WCxPe7hH4yhtuIwozSZji-DK07OJwQxYFwoYZLfDs5l_TXbze3C3zVLJh8at7sOOLR_A6dIzYaxbUm_iRxLPplldE1kaUlQb4usboz-TWVt1RVtSlARTTHImi8stOZHfLJnKTVG-JXXh7odwfiMKewSjclXax0AEdZhbJCLllDKqlRROaYxZx7RKqOIBvOnUlOv213zZjO854hav0bzXaAAve9F1Q9LxL6Gp13Uv4Hm16werq695G6a5ccy6NHGxyyiznrrG8phS7JaNmRQ0gP3OUnkb7Jv8j2sG8KJvxjD1ey-ytKstyrAUHZ8iWg6ADyw86NCwpSwua8Jvjlktprp7___4c7iNEZGfHC2On8AdTOyyZqloH0bV1dY-xeSpUs9aLyXw5aYD4ze57jBW
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=Precipitation+Complexity+and+its+Spatial+Difference+in+the+Taihu+Lake+Basin%2C+China&rft.jtitle=Entropy+%28Basel%2C+Switzerland%29&rft.au=Hu%2C+Jian&rft.au=Liu%2C+Yong&rft.au=Yan-Fang%2C+Sang&rft.date=2019-01-01&rft.pub=MDPI+AG&rft.eissn=1099-4300&rft.volume=21&rft.issue=1&rft.spage=48&rft_id=info:doi/10.3390%2Fe21010048&rft.externalDBID=HAS_PDF_LINK
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1099-4300&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1099-4300&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1099-4300&client=summon