{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T04:25:56Z","timestamp":1740111956862,"version":"3.37.3"},"reference-count":33,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61403062","41601025"],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"crossref","award":["2016YFA0601501","2016YFA0601601","2016YFB0502303"],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100011337","name":"State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering","doi-asserted-by":"crossref","award":["2015490811"],"id":[{"id":"10.13039\/501100011337","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100002858","name":"Postdoctoral Science Foundation of China","doi-asserted-by":"crossref","award":["2014M552344","2015T80973"],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Science-Technology Foundation","award":["2016JQ0007"]},{"name":"Sichuan Provincial Academician (Expert) Workstation","award":["2014YSGZZ02"]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Environmental Modelling & Software"],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1016\/j.envsoft.2017.11.003","type":"journal-article","created":{"date-parts":[[2017,11,23]],"date-time":"2017-11-23T04:46:39Z","timestamp":1511412399000},"page":"104071","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":4,"special_numbering":"C","title":["A generic framework to analyse the spatiotemporal variations of water quality data on a catchment scale"],"prefix":"10.1016","volume":"122","author":[{"given":"Qinli","family":"Yang","sequence":"first","affiliation":[]},{"given":"Miklas","family":"Scholz","sequence":"additional","affiliation":[]},{"given":"Junming","family":"Shao","sequence":"additional","affiliation":[]},{"given":"Guoqing","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Xiaofang","family":"Liu","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/j.envsoft.2017.11.003_bib1","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1016\/j.jhydrol.2006.09.014","article-title":"Modelling hydrology and water quality in the pre-alpine\/alpine Thur watershed using SWAT","volume":"333","author":"Abbaspour","year":"2007","journal-title":"J.\u00a0Hydrology"},{"issue":"12","key":"10.1016\/j.envsoft.2017.11.003_bib2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s12665-016-5821-0","article-title":"Evaluation of surface water quality and heavy metal pollution of Coruh River Basin (Turkey) by multivariate statistical methods","volume":"75","author":"Bilgin","year":"2016","journal-title":"Environ. Earth Sci."},{"key":"10.1016\/j.envsoft.2017.11.003_bib3","series-title":"Main Factors Affecting the Composition of Natural Waters. Trace Elements in Natural Waters","first-page":"1","author":"Bricker","year":"1995"},{"issue":"5","key":"10.1016\/j.envsoft.2017.11.003_bib4","doi-asserted-by":"crossref","first-page":"907","DOI":"10.1016\/j.ecoenv.2009.11.007","article-title":"Temporal and spatial variations of water quality in the Jinshui River of the south Qinling Mts., China","volume":"73","author":"Bu","year":"2010","journal-title":"Ecotoxicol. Environ. Saf."},{"issue":"13","key":"10.1016\/j.envsoft.2017.11.003_bib5","doi-asserted-by":"crossref","first-page":"3285","DOI":"10.1016\/j.watres.2008.04.006","article-title":"Spatial analysis of water quality trends in the Han River basin, South Korea","volume":"42","author":"Chang","year":"2008","journal-title":"Water Res."},{"key":"10.1016\/j.envsoft.2017.11.003_bib6","first-page":"1","article-title":"Entropy, relative entropy and mutual information","volume":"2","author":"Cover","year":"1991","journal-title":"Elem. Inf. Theory"},{"issue":"8","key":"10.1016\/j.envsoft.2017.11.003_bib7","doi-asserted-by":"crossref","first-page":"4427","DOI":"10.3390\/w7084427","article-title":"Impacts of land use on surface water quality in a subtropical River basin: a case study of the dongjiang River basin, southeastern China","volume":"7","author":"Ding","year":"2015","journal-title":"Water"},{"issue":"1\u20133","key":"10.1016\/j.envsoft.2017.11.003_bib8","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1007\/s10661-007-9989-3","article-title":"Application of multivariate statistical techniques in the assessment of surface water quality in Uluabat Lake, Turkey","volume":"144","author":"Iscen","year":"2008","journal-title":"Environ. Monit. Assess."},{"issue":"1","key":"10.1016\/j.envsoft.2017.11.003_bib9","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1109\/TASSP.1975.1162641","article-title":"Minimum prediction residual principle applied to speech recognition","volume":"23","author":"Itakura","year":"1975","journal-title":"IEEE Trans. Acoust. Speech, Signal Process."},{"issue":"3","key":"10.1016\/j.envsoft.2017.11.003_bib10","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1145\/331499.331504","article-title":"Data clustering: a review","volume":"31","author":"Jain","year":"1999","journal-title":"ACM Comput. Surv. (CSUR)"},{"issue":"12","key":"10.1016\/j.envsoft.2017.11.003_bib11","doi-asserted-by":"crossref","first-page":"4161","DOI":"10.1007\/s11269-014-0737-5","article-title":"Linked simulation-optimization based dedicated monitoring network design for unknown pollutant source identification using dynamic time warping distance","volume":"28","author":"Jha","year":"2014","journal-title":"Water Resour. Manag."},{"issue":"3","key":"10.1016\/j.envsoft.2017.11.003_bib12","doi-asserted-by":"crossref","first-page":"358","DOI":"10.1007\/s10115-004-0154-9","article-title":"Exact indexing of dynamic time warping","volume":"7","author":"Keogh","year":"2005","journal-title":"Knowl. Inf. Syst."},{"issue":"10","key":"10.1016\/j.envsoft.2017.11.003_bib13","doi-asserted-by":"crossref","first-page":"818","DOI":"10.1049\/el.2016.0206","article-title":"Fault diagnosis of railway point machines using dynamic time warping","volume":"52","author":"Kim","year":"2016","journal-title":"Electron. Lett."},{"key":"10.1016\/j.envsoft.2017.11.003_bib14","series-title":"Proceedings of the 1st Workshop on Modeling INTERPERsonal SynchrONy and InfLuence","first-page":"35","article-title":"November). Dynamic time warping of Multimodal signals for detecting highlights in Movies","author":"Kostoulas","year":"2015"},{"issue":"1","key":"10.1016\/j.envsoft.2017.11.003_bib15","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/S0924-7963(99)00048-2","article-title":"Riverine input of nutrients to the Gulf of Riga\u2014temporal and spatial variation","volume":"23","author":"Laznik","year":"1999","journal-title":"J.\u00a0Mar. Syst."},{"issue":"1","key":"10.1016\/j.envsoft.2017.11.003_bib16","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/j.scitotenv.2003.10.017","article-title":"Temporal and spatial distributions of phosphine in Taihu Lake, China","volume":"323","author":"Niu","year":"2004","journal-title":"Sci. Total Environ."},{"issue":"8","key":"10.1016\/j.envsoft.2017.11.003_bib17","doi-asserted-by":"crossref","first-page":"1313","DOI":"10.1016\/0167-8191(95)00017-I","article-title":"Parallel algorithms for hierarchical clustering","volume":"21","author":"Olson","year":"1995","journal-title":"Parallel Comput."},{"issue":"20","key":"10.1016\/j.envsoft.2017.11.003_bib18","doi-asserted-by":"crossref","first-page":"3800","DOI":"10.1016\/j.watres.2006.08.030","article-title":"Assessment of seasonal variations in surface water quality","volume":"40","author":"Ouyang","year":"2006","journal-title":"Water Res."},{"key":"10.1016\/j.envsoft.2017.11.003_bib19","series-title":"In 2016 IEEE International Conference on Big Data Analysis (ICBDA)","first-page":"1","article-title":"Online human action recognition based on improved dynamic time warping","author":"Pan","year":"2016"},{"issue":"5","key":"10.1016\/j.envsoft.2017.11.003_bib20","doi-asserted-by":"crossref","first-page":"561","DOI":"10.3233\/IDA-2007-11508","article-title":"Toward accurate dynamic time warping in linear time and space","volume":"11","author":"Salvador","year":"2007","journal-title":"Intell. Data Anal."},{"key":"10.1016\/j.envsoft.2017.11.003_bib21","series-title":"In 2010 IEEE International Conference on Data Mining Workshops","first-page":"747","article-title":"Combining time series similarity with density-based clustering to identify fiber bundles in the human brain","author":"Shao","year":"2010"},{"issue":"4","key":"10.1016\/j.envsoft.2017.11.003_bib22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/jkdb.2010100101","article-title":"Hierarchical density-based clustering of white Matter tracts in the human brain","volume":"1","author":"Shao","year":"2010","journal-title":"Int. J. Knowl. Discov. Bioinforma."},{"issue":"4","key":"10.1016\/j.envsoft.2017.11.003_bib23","doi-asserted-by":"crossref","first-page":"464","DOI":"10.1016\/j.envsoft.2006.02.001","article-title":"Assessment of surface water quality using multivariate statistical techniques: a case study of the Fuji river basin, Japan","volume":"22","author":"Shrestha","year":"2007","journal-title":"Environ. Model. Softw."},{"key":"10.1016\/j.envsoft.2017.11.003_bib24","doi-asserted-by":"crossref","first-page":"3980","DOI":"10.1016\/j.watres.2004.06.011","article-title":"Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India)-a case study","volume":"38","author":"Singh","year":"2004","journal-title":"Water Res."},{"issue":"14","key":"10.1016\/j.envsoft.2017.11.003_bib25","doi-asserted-by":"crossref","first-page":"3462","DOI":"10.1016\/S0043-1354(01)00062-8","article-title":"Buffer zone versus whole catchment approaches to studying land use impact on river water quality","volume":"35","author":"Sliva","year":"2001","journal-title":"Water Res."},{"issue":"7","key":"10.1016\/j.envsoft.2017.11.003_bib26","doi-asserted-by":"crossref","first-page":"1032","DOI":"10.1080\/00032719.2015.1045585","article-title":"Characterization of the quality of a surface water resource by multivariate statistical analysis","volume":"49","author":"Smeti","year":"2016","journal-title":"Anal. Lett."},{"key":"10.1016\/j.envsoft.2017.11.003_bib28","first-page":"525","article-title":"A\u00a0comparison of document clustering techniques","volume":"vol. 400","author":"Steinbach","year":"2000"},{"issue":"12","key":"10.1016\/j.envsoft.2017.11.003_bib29","doi-asserted-by":"crossref","first-page":"3581","DOI":"10.1016\/S0043-1354(98)00138-9","article-title":"Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis","volume":"32","author":"Vega","year":"1998","journal-title":"Water Res."},{"issue":"1","key":"10.1016\/j.envsoft.2017.11.003_bib30","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.jher.2012.10.003","article-title":"Assessment of surface water quality via multivariate statistical techniques: a case study of the Songhua River Harbin region, China","volume":"7","author":"Wang","year":"2013","journal-title":"J.\u00a0Hydro-Environment Res."},{"issue":"301","key":"10.1016\/j.envsoft.2017.11.003_bib31","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1080\/01621459.1963.10500845","article-title":"Hierarchical grouping to optimize an objective function","volume":"58","author":"Ward","year":"1963","journal-title":"J.\u00a0Am. Stat. Assoc."},{"issue":"1","key":"10.1016\/j.envsoft.2017.11.003_bib32","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1623\/hysj.54.1.101","article-title":"A\u00a0review of the potential impacts of climate change on surface water quality","volume":"54","author":"Whitehead","year":"2009","journal-title":"Hydrological Sci. J."},{"year":"2005","series-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"Witten","key":"10.1016\/j.envsoft.2017.11.003_bib33"},{"key":"10.1016\/j.envsoft.2017.11.003_bib34","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.ecolind.2016.01.028","article-title":"Analysis of isotope tracing of domestic sewage sources in Taihu Lake \u2014 a case study of Meiliang Bay and Gonghu Bay","volume":"66","author":"Zhen","year":"2016","journal-title":"Ecol. Indic."}],"container-title":["Environmental Modelling & Software"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1364815216305941?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1364815216305941?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,12,11]],"date-time":"2019-12-11T00:52:54Z","timestamp":1576025574000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1364815216305941"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":33,"alternative-id":["S1364815216305941"],"URL":"https:\/\/doi.org\/10.1016\/j.envsoft.2017.11.003","relation":{},"ISSN":["1364-8152"],"issn-type":[{"type":"print","value":"1364-8152"}],"subject":[],"published":{"date-parts":[[2019,12]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A generic framework to analyse the spatiotemporal variations of water quality data on a catchment scale","name":"articletitle","label":"Article Title"},{"value":"Environmental Modelling & Software","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.envsoft.2017.11.003","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2017 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"104071"}}