{"projectrec":{"ProID":2892,"StandardTitle":"Development and application of neural network models predicting macroinvertebrate communities for assessment and restoration","OrigTitle":"Ontwikkeling van neurale netwerk modellen voor de voorspelling van macro-invertebratengemeenschappen voor toepassing in rivierbeheer","Acronym":null,"AbstractEnglish":"In this project, predictive models based on artificial neural networks are developed and optimised. A spatial temporal model to predict the presence of the macroinvertebrates is developed as well. Applications for river management are examined. Data from Flemish ecological and hydrological databases are used as well as data obtained from monitoring of the Zwalm River basin.","AbstractOtherLang":"In dit project worden voorspellingsmodellen gebaseerd op artificiële neurale netwerken ontwikkeld en geoptimaliseerd voor het beheer van stromende wateren. Tevens wordt een spatio-temporeel model ontwikkeld om de aanwezigheid van macro-invertebraten te voorspellen. Hiervoor worden gegevens gebruikt van bestaande Vlaamse ecologische en hydrologische databanken, naast eigen monitoringsgegevens van het Zwalmbekken.","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":"2009-07-02","UD":"2009-09-16","DMPFlag":0,"Budget":14874,"BudgetCurrency":"EUR"},"parent":null,"persons":null,"projects":null,"events":null,"datasets":null,"institutes":[{"instituterec":{"Acronym":"GhEnToxLab","ProPartID":10522,"PublicFlag":1,"OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Ghent University; Faculty of Bioscience Engineering; Department of Animal Sciences and Aquatic Ecology; Laboratory for Environmental Toxicology","Line1":"Coupure links 653","Line2":"Gebouw F","Line3":"9000 Gent","Line4":null,"InsID":6705,"FullStandardName":"Universiteit Gent; Faculteit Bio-ingenieurswetenschappen; Vakgroep Dierwetenschappen en Aquatische Ecologie; Laboratorium voor Milieutoxicologie","Role":null,"RoleID":null,"EncAddress":"Coupure links 653, Gebouw F, 9000 Gent, Belgium"},"parent":null,"institutes":null,"references":null,"conferences":null,"datasets":null,"persons":[{"Surname":"De Pauw","Firstname":"Niels","Initials":"N.","LeaderFlag":0,"PersID":23,"Role":"Promotor","RoleID":8,"PastInstitute":null,"BeginDay":null,"BeginMonth":null,"BeginYear":null,"EndDay":null,"EndMonth":null,"EndYear":null},{"Surname":"Dedecker","Firstname":"Andy","Initials":"A.","LeaderFlag":0,"PersID":18566,"Role":null,"RoleID":null,"PastInstitute":1,"BeginDay":null,"BeginMonth":null,"BeginYear":null,"EndDay":null,"EndMonth":null,"EndYear":null}],"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},{"instituterec":{"Acronym":"IWT","ProPartID":10523,"PublicFlag":1,"OrigNameLangCode":"en","OrigNameLangID":15,"FullOrigName":"Flemish Government; Economy, Science and Innovation; Intistute for Innovation by Science and Technology","Line1":null,"Line2":null,"Line3":null,"Line4":null,"InsID":2180,"FullStandardName":"Vlaamse overheid; Beleidsdomein Economie, Wetenschap en Innovatie; Agentschap voor Innovatie door Wetenschap en Technologie","Role":"Sponsor","RoleID":3,"EncAddress":""},"parent":null,"institutes":null,"references":null,"conferences":null,"datasets":null,"persons":[],"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":"Artificial neural networks","ThestID":92318,"ThesTypID":2,"ThesType":"CSA Technology Research Database Master Thesaurus","OrigThesTerm":"Artificial neural networks","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":[{"FunderID":"11204+13204","ThestID":181476,"FunderType":"Other contract id"}],"othtermsFRIS":[{"OtherTerm":"Macroinvertebrates","DutchTerm":"Macroinvertebraten","OthtID":3534}],"pictures":[],"spcols":null,"resmessage":"","complete":1}