{"projectrec":{"ProID":3045,"StandardTitle":"Application and development of evolutionary algorithms for the optimalisation of predictive models of macroinvertebrates in rivers","OrigTitle":"Toepassing en ontwikkeling van evolutionaire algoritmen voor de optimalisatie van voorspellingsmodellen van macro-invertebraten in rivieren","Acronym":null,"AbstractEnglish":"Predictive models are developed for river ecosystem management. Data from Flemish ecological and hydrological databases are used as well as data obtained from monitoring of the Zwalm and Dender River Basin. Evolutionary algorithms are linked with other modeling techniques (Artificial Neural Networks, classification trees,…) for the development of a spatio-temporal model predicting macroinvertebrates based on a limited number of environmental variables.","AbstractOtherLang":"Beslissingsondersteunende voorspellingsmodellen worden ontwikkeld voor het beheer van rivierecosystemen. Hiervoor worden gegevens gebruikt van bestaande Vlaamse ecologische en hydrologische databanken, naast eigen gegevens van het Zwalm- en Denderbekken. Evolutionaire algoritmen worden gelinkt met andere modelleringtechnieken (Artificiële Neurale Netwerken, classificatiebomen,…) voor de ontwikkeling van een spatio-temporeel model die de aanwezigheid van macro-invertebraten voorspelt a.d.h.v. een beperkt aantal milieuvariabelen.","DateLastModified":{"date":"2024-05-06 10:25:46.257000","timezone_type":1,"timezone":"+00:00"},"ParentProID":null,"BeginYear":2001,"EndYear":2005,"BMonth":10,"EMonth":9,"BeginMonth":"October","EndMonth":"September","OrigTitleLangCode":"nl","OrigTitleLangID":41,"OrigTitleLangNL":"Nederlands","OrigTitleLang":"Dutch","OtherAbstractLangCode":"nl","OtherAbstractLangID":41,"OtherAbstractLang":"Dutch","OtherAbstractLangNL":"Nederlands","Progress":"Completed","ProgressNL":"Afgelopen","PublicFlag":1,"CheckedFlag":0,"ND":"2009-08-06","UD":"2009-08-06","DMPFlag":0,"Budget":14874,"BudgetCurrency":"EUR"},"parent":null,"persons":null,"projects":null,"events":null,"datasets":null,"institutes":[{"instituterec":{"Acronym":"AECO","ProPartID":10862,"PublicFlag":1,"OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Ghent University; Faculty of Bioscience Engineering; Department of animal sciences and aquatic ecology; Aquatic Ecology","Line1":null,"Line2":null,"Line3":null,"Line4":null,"InsID":2034,"FullStandardName":"Universiteit Gent; Faculteit Bio-ingenieurswetenschappen; Vakgroep Dierwetenschappen en Aquatische Ecologie; Onderzoeksgroep Aquatische ecologie","Role":"Partner","RoleID":17,"EncAddress":""},"parent":null,"institutes":null,"references":null,"conferences":null,"datasets":null,"persons":[{"Surname":"De Pauw","Firstname":"Niels","Initials":"N.","LeaderFlag":0,"PersID":23,"Role":null,"RoleID":null,"PastInstitute":1,"BeginDay":null,"BeginMonth":null,"BeginYear":null,"EndDay":null,"EndMonth":null,"EndYear":null},{"Surname":"Goethals","Firstname":"Peter","Initials":"P.L.M.","LeaderFlag":0,"PersID":3425,"Role":null,"RoleID":null,"PastInstitute":0,"BeginDay":null,"BeginMonth":null,"BeginYear":null,"EndDay":null,"EndMonth":null,"EndYear":null},{"Surname":"D'Heygere","Firstname":"Tom","Initials":"T.","LeaderFlag":0,"PersID":12007,"Role":null,"RoleID":null,"PastInstitute":1,"BeginDay":null,"BeginMonth":null,"BeginYear":null,"EndDay":null,"EndMonth":null,"EndYear":2006}],"pastpers":null,"subpers":null,"projects":null,"urls":null,"pictures":null,"published":null,"affrefs":null,"collections":null,"thesterms":null,"taxterms":null,"geoterms":null,"thestermsFRIS":null,"nXtins":null,"previns":null,"spcols":null,"resmessage":"no id specified","complete":0,"participantrec":null,"peerrevs":null,"urlmaps":null}],"refs":null,"urls":null,"thesterms":[{"ThesaurusTerm":"Evolutionary algorithms","ThestID":75909,"ThesTypID":2,"ThesType":"CSA Technology Research Database Master Thesaurus","OrigThesTerm":"Evolutionary algorithms","DutchTerm":null,"Code":null},{"ThesaurusTerm":"Limnology","ThestID":4751,"ThesTypID":1,"ThesType":"ASFA Thesaurus List","OrigThesTerm":"Limnology","DutchTerm":"Limnologie; Merenkunde","Code":"c_4343"},{"ThesaurusTerm":"Modelling","ThestID":5269,"ThesTypID":1,"ThesType":"ASFA Thesaurus List","OrigThesTerm":"Modelling","DutchTerm":"Modellering","Code":"c_230ab86c"}],"taxterms":null,"geoterms":null,"funderids":null,"othtermsFRIS":[{"OtherTerm":"Macroinvertebrates","DutchTerm":"Macroinvertebraten","OthtID":3534}],"pictures":[],"spcols":null,"resmessage":"","complete":1}