Water quality assessment for Ulansuhai Lake using fuzzy clustering and pattern recognition
Water quality assessment of lakes is important to determine functional zones of water use. Considering the fuzziness during the partitioning process for lake water quality in an arid area, a multiplex model of fuzzy clustering with pattern recognition was developed by integrating transitive closure...
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| Published in | Chinese journal of oceanology and limnology Vol. 26; no. 3; pp. 339 - 344 |
|---|---|
| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Heidelberg
SP Science Press
01.08.2008
Springer Nature B.V Inner Mongolia Survey & Design Institute of Water Conservancy & Hydropower, Huhhot 010020, China |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0254-4059 2096-5508 1993-5005 2523-3521 |
| DOI | 10.1007/s00343-008-0339-2 |
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| Abstract | Water quality assessment of lakes is important to determine functional zones of water use. Considering the fuzziness during the partitioning process for lake water quality in an arid area, a multiplex model of fuzzy clustering with pattern recognition was developed by integrating transitive closure method, ISODATA algorithm in fuzzy clustering and fuzzy pattern recognition. The model was applied to partition the Ulansuhai Lake, a typical shallow lake in arid climate zone in the west part of Inner Mongolia, China and grade the condition of water quality divisions. The results showed that the partition well matched the real conditions of the lake, and the method has been proved accurate in the application. |
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| AbstractList | P7; Water quality assessment of lakes is important to determine functional zones of water use. Considering the fuzziness during the partitioning process for lake water quality in an arid area, a multiplex model of fuzzy clustering with pattern recognition was developed by integrating transitive closure method, ISODATA algorithm in fuzzy clustering and fuzzy pattern recognition. The model was applied to partition the Ulansuhai Lake, a typical shallow lake in arid climate zone in the west part of Inner Mongolia, China and grade the condition of water quality divisions. The results showed that the partition well matched the real conditions of the lake, and the method has been proved accurate in the application. Water quality assessment of lakes is important to determine functional zones of water use. Considering the fuzziness during the partitioning process for lake water quality in an arid area, a multiplex model of fuzzy clustering with pattern recognition was developed by integrating transitive closure method, ISODATA algorithm in fuzzy clustering and fuzzy pattern recognition. The model was applied to partition the Ulansuhai Lake, a typical shallow lake in arid climate zone in the west part of Inner Mongolia, China and grade the condition of water quality divisions. The results showed that the partition well matched the real conditions of the lake, and the method has been proved accurate in the application. Water quality assessment of lakes is important to determine functional zones of water use. Considering the fuzziness during the partitioning process for lake water quality in an arid area, a multiplex model of fuzzy clustering with pattern recognition was developed by integrating transitive closure method, ISODATA algorithm in fuzzy clustering and fuzzy pattern recognition. The model was applied to partition the Ulansuhai Lake, a typical shallow lake in arid climate zone in the west part of Inner Mongolia, China and grade the condition of water quality divisions. The results showed that the partition well matched the real conditions of the lake, and the method has been proved accurate in the application. [PUBLICATION ABSTRACT] |
| Author | Li, Changyou Zhang, Sheng Ren, Chuntao Li, Weiping Jia, Keli Cao, Youling |
| AuthorAffiliation | Inner Mongolia Survey & Design Institute of Water Conservancy & Hydropower, Huhhot 010020, China |
| AuthorAffiliation_xml | – name: Inner Mongolia Survey & Design Institute of Water Conservancy & Hydropower, Huhhot 010020, China |
| Author_xml | – sequence: 1 givenname: Chuntao surname: Ren fullname: Ren, Chuntao organization: Inner Mongolia Agricultural University, Inner Mongolia Power Exploration & Design Institute – sequence: 2 givenname: Changyou surname: Li fullname: Li, Changyou email: nndlichangyou@163.com organization: Inner Mongolia Agricultural University – sequence: 3 givenname: Keli surname: Jia fullname: Jia, Keli organization: Inner Mongolia Agricultural University – sequence: 4 givenname: Sheng surname: Zhang fullname: Zhang, Sheng organization: Inner Mongolia Agricultural University – sequence: 5 givenname: Weiping surname: Li fullname: Li, Weiping organization: Inner Mongolia Agricultural University – sequence: 6 givenname: Youling surname: Cao fullname: Cao, Youling organization: Inner Mongolia Survey & Design Institute of Water Conservancy & Hydropower |
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| CitedBy_id | crossref_primary_10_1155_2013_652083 crossref_primary_10_1109_TGRS_2019_2917012 crossref_primary_10_1007_s00343_014_3117_3 crossref_primary_10_4236_jep_2013_44040 crossref_primary_10_1007_s11356_022_23781_4 crossref_primary_10_2166_wst_2016_433 crossref_primary_10_1002_wer_1275 crossref_primary_10_18307_2014_0208 crossref_primary_10_1039_D0AY01389G crossref_primary_10_1016_j_envsoft_2022_105558 crossref_primary_10_1080_02757540_2013_841894 |
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| Copyright | Chinese Society for Oceanology and Limnology, Science Press and Springer-Verlag Berlin Heidelberg 2008 Chinese Society for Oceanology and Limnology, Science Press and Springer-Verlag Berlin Heidelberg 2008. Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
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| DOI | 10.1007/s00343-008-0339-2 |
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| Keywords | transitive closure method partitioning of water quality ISODATA clustering algorithm fuzzy pattern recognition method |
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| References_xml | – reference: TianJ. H.QiuL.ChaiF. X.Application of fuzzy recognition in comprehensive evaluation of water qualityActa Scientiae Circumstantiae2005257950953 – reference: YuX. F.ChenS. Y.Application of fuzzy clustering iterative model to classification of flood disaster gradeJournal of Dalian University of Technology2005451128131 – reference: WangH. F.WeiZ. N.YangB.ZhangT.SunG. Q.An ISODATA fuzzy clustering method based on fuzzy partition to recognition coherent generator groupsPower System Technology20052921922 – reference: ChenS. Y.Complex Water Resource System Optimized Fuzzy Pattern Theory and Application2002Changchun, ChinaJilin University Publishing Company772 – reference: LuoD. G.WangX. J.HouL. S.Application of fuzzy assessment-cluster analysis composite model to underground water quality assessment and zoningGeography and Geo-information Science20031967779 – reference: SunC. Z.WangJ. D.PanJ.Research on the method of determining the optimal class number of fuzzy clusterFuzzy Systems and Mathematics20011518992 – reference: DengG.WangA. S.ZhouY. S.LiS. K.Geographical distribution of China’s grain yield risk areaJournal of Natural Resources2002172210215 – reference: WangZ. L.QiuL.LiangC.FuQ.A study of compartmental sizing areas based on cluster analysis of water resourcesJournal of North China Institute of Water Conservancy and Hydroelectric Power2001222710 – reference: ZhangX. Z.WuX. S.XiongQ. H.A new method for classifying flow units with fuzzy clustering and fuzzy recognition methodJournal of the University of Petroleum20022651922 – reference: ZhangA. G.ZhangZ. H.Fuzzy Math and Its Application2005the second editionBeijing, ChinaMetallurgy Industry Press148187 – volume: 15 start-page: 89 issue: 1 year: 2001 ident: 339_CR4 publication-title: Fuzzy Systems and Mathematics – volume: 17 start-page: 210 issue: 2 year: 2002 ident: 339_CR2 publication-title: Journal of Natural Resources – start-page: 7 volume-title: Complex Water Resource System Optimized Fuzzy Pattern Theory and Application year: 2002 ident: 339_CR1 – volume: 29 start-page: 19 issue: 2 year: 2005 ident: 339_CR7 publication-title: Power System Technology – volume: 25 start-page: 950 issue: 7 year: 2005 ident: 339_CR5 publication-title: Acta Scientiae Circumstantiae – volume: 26 start-page: 19 issue: 5 year: 2002 ident: 339_CR10 publication-title: Journal of the University of Petroleum – start-page: 148 volume-title: Fuzzy Math and Its Application year: 2005 ident: 339_CR9 – volume: 19 start-page: 77 issue: 6 year: 2003 ident: 339_CR3 publication-title: Geography and Geo-information Science – volume: 45 start-page: 128 issue: 1 year: 2005 ident: 339_CR8 publication-title: Journal of Dalian University of Technology – volume: 22 start-page: 7 issue: 2 year: 2001 ident: 339_CR6 publication-title: Journal of North China Institute of Water Conservancy and Hydroelectric Power |
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| SubjectTerms | Algorithms Arid climates Aridity Clustering Earth and Environmental Science Earth Sciences Fuzzy logic Lakes Limnology Marine Oceanography Pattern recognition Physics Quality assessment Quality control Water quality Water quality assessments Water use |
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| Title | Water quality assessment for Ulansuhai Lake using fuzzy clustering and pattern recognition |
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