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...
Saved in:
Published in | Entropy (Basel, Switzerland) Vol. 21; no. 1; p. 48 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Basel
MDPI AG
01.01.2019
MDPI |
Subjects | |
Online Access | Get 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 |