{"refrec":{"BRefID":221088,"RR":"<b>Neukermans, G.; Dahdouh-Guebas, F.; Kairo, J. G.; Koedam, N.</b> (2008). Mangrove species and stand mapping in Gazi bay (Kenya) using Quickbird satellite imagery. <i>Journal of Spatial Science 53(1)</i>: 75-86. <a href=\"http://dx.doi.org/10.1080/14498596.2008.9635137\" target=\"_blank\">dx.doi.org/10.1080/14498596.2008.9635137</a>","BEntID":212818,"PublicFlag":1,"CheckedFlag":1,"wosflag":1,"vabbflag":1,"RefStringPartII":". <i>Journal of Spatial Science 53(1)</i>: 75-86. <a href=\"https://dx.doi.org/10.1080/14498596.2008.9635137\" target=\"_blank\">https://dx.doi.org/10.1080/14498596.2008.9635137</a>","DocTypID":8,"DocType":"Journal article","MarineFlag":0,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"Authorstring":"Neukermans, G.; Dahdouh-Guebas, F.; Kairo, J. G.; Koedam, N.","OrigTitleTranslFlag":0,"Authorstringtrunc":"Neukermans, G. <i>et al.</i>","Englishabstract":"This paper presents an automated method for mangrove stand recognition (delineation and labeling) and species mapping based on fuzzy per-pixel classification techniques of a QuickBird satellite image. The four dominant mangrove species in Gazi Bay (Kenya) are mapped with an overall accuracy of 72 percent, where the two socio-economically most important species are mapped with user accuracies above 85 percent. Mangrove stand maps were compared to visual delineations done by an expert interpreter and the quality was based on the quantity of overlap one has with the other An overall correspondence up to 86 percent was achieved.","AbstractOtherLang":null,"BibLvlCode":"AS","StandardTitle":"Mangrove species and stand mapping in Gazi bay (Kenya) using Quickbird satellite imagery","OrigTitleLangCode":"en","OrigTitleLangCodeExtended":"eng","OrigTitleLangID":15,"DateLastModified":{"date":"2025-07-02 08:33:14.980000","timezone_type":1,"timezone":"+00:00"},"UserAccessRight":null,"UserAccID":null,"AuthorKeywords":"Forestry, remote sensing, GIS, vegetation mapping, visual interpretation, delineation accuracy assessment, Point-Centred-Quarter-Method","OtherDescriptors":null,"Notes":null,"AnaPub":2008,"MonPub":null,"DateUpdate":"2013-08-12","DateCreate":"2012-12-12","SecASFANote":null,"ConfID":null,"PeerRev":1,"VlizCoreFlag":1,"WoScode":"WOS:000258303000008","VABBcode":null,"OpenAcc":0,"DOI":"10.1080/14498596.2008.9635137"},"refs":null,"anarec":{"AnaID":221088,"PubliDate":2008,"Pagination":"75-86","XtraPublOfAnaID":null,"ISBN":null,"Volume":"53","Issue":"1","BRefMon":null,"BRefMonRR":null,"BRefXtra":null,"BRefXtraRR":null,"SerBRefID":217606,"SerRR":"Journal of Spatial Science. Mapping Sciences Institute/Surveying & Spatial Sciences Institute: East Perth, W.A..  ISSN 1449-8596; e-ISSN 1836-5655","StandardTitleSer":"Journal of Spatial Science","ISSN":"1449-8596","AbbrevSer":null,"StandardTitleMon":null,"StartPage":75,"Pages":12,"ToPubliDate":null,"BRefBibLvlCode":"S","SerNotes":null},"monrec":null,"serrec":null,"relations":null,"relationsRev":null,"addrec":null,"othpubs":null,"ownerships":null,"authors":[{"AutName":"Neukermans","Firstname":null,"Initials":"G.","Affiliation":"Biocomplexity Research Focus, Département de Biologie des Organismes, Université Libre de Bruxelles, ULB - Campus du Solbosch, CP 169, Avenue Franklin D. Roosevelt 50, Bruxelles, B-1050, Belgium","Discriminator":null,"CorporateFlag":0,"BEntID":212818,"AutID":163616,"OrderNr":1,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":null,"InsFSN":"Université Libre de Bruxelles; Faculty of Sciences; Le Département de Biologie des Organismes; Biocomplexity Research Focus","ORCID":"0000-0002-8258-3590","PersID":6076,"InsID":6708},{"AutName":"Dahdouh-Guebas","Firstname":null,"Initials":"F.","Affiliation":"Kenya Marine and Fisheries Research Institute, PO Box 81651, Mombasa, Kenya","Discriminator":null,"CorporateFlag":0,"BEntID":212818,"AutID":163618,"OrderNr":2,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"KMFRI","InsFSN":"Kenya Marine and Fisheries Research Institute Mombasa Centre","ORCID":"0000-0002-5906-8996","PersID":242,"InsID":4345},{"AutName":"Kairo","Firstname":null,"Initials":"J. G.","Affiliation":"Laboratory of Plant Biology and Nature Management, Mangrove Management Group, Vrije Universiteit Brussel - VUB, Pleinlaan 2, Brussels, B-1050, Belgium","Discriminator":null,"CorporateFlag":0,"BEntID":212818,"AutID":163619,"OrderNr":3,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"MMG","InsFSN":"Vrije Universiteit Brussel; Faculteit Wetenschappen; Mangrove Management Group","ORCID":null,"PersID":7646,"InsID":6675},{"AutName":"Koedam","Firstname":null,"Initials":"N.","Affiliation":"Laboratory of Plant Biology and Nature Management, Mangrove Management Group, Vrije Universiteit Brussel - VUB, Pleinlaan 2, Brussels, B-1050, Belgium","Discriminator":null,"CorporateFlag":0,"BEntID":212818,"AutID":163620,"OrderNr":4,"DegrID":null,"EditorFlag":0,"CorrespFlag":0,"IllustratorFlag":0,"ReviserFlag":0,"TranslatorFlag":0,"InsAcronym":"MMG","InsFSN":"Vrije Universiteit Brussel; Faculteit Wetenschappen; Mangrove Management Group","ORCID":null,"PersID":243,"InsID":6675}],"mapdetails":null,"datasets":null,"monographs":null,"monparts":null,"serparts":null,"BEntOpen":null,"BEntPrivate":null,"availability":[{"BInstID":243527,"LibID":36,"BRefID":221088,"EmbargoDate":null,"FullEmbargoDate":null,"PhysMedID":16,"hasOCRd":1,"ShelfLocCode":"243527","RFID":null,"PaidValue":null,"Medium":"Server","Description":null,"Acronym":"VLIZ","Library":"Vlaams Instituut voor de Zee","DutchTerm":"Open Marien Archief","URL":null,"ClassifID":235,"Classification":"Open Marine Archive","ReqLink":null,"ClassifTypID":5,"URLLocation":"https://www.vliz.be/imisdocs/publications/","SubDir":0,"InternalReq":0,"LoggedInReq":0,"Disclaimer":"Disclaimer_OMA","DutchDisclaimer":null,"FileFormat":".pdf","FileDescr":"pdf","InsPub":1,"InsID":36,"FileFormID":6,"LendableFlag":1,"PublicFlag":1,"orderLib":"A","Notes":null,"AccConID":null,"AccessConstraint":null,"LicURL":null}],"litstyles":null,"thespers":null,"arch2discl":null,"SERpubls":[{"PublName":"Mapping Sciences Institute","City":"East Perth, W.A."},{"PublName":"Surveying & Spatial Sciences Institute","City":"East Perth, W.A."}],"MONpubls":null,"pictures":[],"thestermsPath":[{"ThesaurusTerm":"ISW, Kenya, Gazi Bay","ThestID":185408,"Acronym":"ASFA_GEOT","ThesTermPath":"ISW, Kenya, Gazi Bay"}],"thestermsASFA":[{"ThesaurusTerm":"ISW, Kenya, Gazi Bay"}],"taxtermsASFA":null,"geotermsASFA":[{"GeoTerm":"Maftaha Bay"}],"collections":[{"Collection":"OMA - Open Marien Archief","ShortName":"OMA"}],"conf":null,"proj":null,"Physdatasets":null,"spcols":{"222":{"SpName":"BMB - Belgische Mariene Bibliografie","SpColID":222,"ParSpColID":null,"TopParID":null,"ShortName":"BMB","URLLocation":null,"LibID":36,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":null,"SpColPath":"BMB"},"735":{"SpName":"Kenyan Marine Research in WoS","SpColID":735,"ParSpColID":733,"TopParID":396,"ShortName":"Kenyan Marine Research in WoS","URLLocation":null,"LibID":null,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":396,"SpColPath":"vliz:biblio/KMFRI/Kenyan Marine Research in WoS"},"797":{"SpName":"Kenyan-Belgian peer-reviewed articles","SpColID":797,"ParSpColID":733,"TopParID":396,"ShortName":"Kenyan-Belgian PR articles","URLLocation":null,"LibID":null,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":396,"SpColPath":"vliz:biblio/KMFRI/Kenyan-Belgian PR articles"},"221":{"SpName":"OMA - Open Marien Archief","SpColID":221,"ParSpColID":null,"TopParID":null,"ShortName":"OMA","URLLocation":null,"LibID":36,"OpenRepoFlag":1,"SpTypID":null,"TopParIDNotWebsite":null,"SpColPath":"OMA"},"396":{"SpName":"VLIZ Bibliographies","SpColID":396,"ParSpColID":null,"TopParID":null,"ShortName":"vliz:biblio","URLLocation":null,"LibID":null,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":null,"SpColPath":"vliz:biblio"},"733":{"SpName":"VLIZ-KMFRI collaboration in marine sciences","SpColID":733,"ParSpColID":396,"TopParID":396,"ShortName":"KMFRI","URLLocation":null,"LibID":null,"OpenRepoFlag":null,"SpTypID":null,"TopParIDNotWebsite":396,"SpColPath":"vliz:biblio/KMFRI"}},"doi":null,"publs":null,"serparttypes":null,"monauthors":null,"MParts":null,"SParts":null,"hLibs":null,"langs":[{"BEntID":212818,"AbstractFlag":0,"LangID":15,"LangCode":"en","Lang":"English","DutchTerm":"Engels","LangCodeExtended":"eng"}],"urls":[{"URL":"https://dx.doi.org/10.1080/14498596.2008.9635137","externalID":"10.1080/14498596.2008.9635137","URLTypeCode":"DOI","URLID":24790,"URLTypID":13,"URLType":"DOI","URLPrefix":"http://dx.doi.org/"}],"thesterms":[{"ThesaurusTerm":"ISW, Kenya, Gazi Bay","ThestID":185408,"Acronym":"ASFA_GEOT","ThesTypID":34,"ThesType":"ASFA Geoterms"}],"taxterms":null,"geoterms":[{"GeoTerm":"Maftaha Bay","GeoObjectID":15132,"GeotID":3695}],"othterms":null,"asfacodes":null,"asfa2codes":null,"thestermsFRIS":[{"ThesaurusTerm":"ISW, Kenya, Gazi Bay","DutchTerm":null,"ThestID":185408,"Acronym":"ASFA_GEOT","ThesTypID":34,"ThesType":"ASFA Geoterms"}],"taxtermsFRIS":null,"geotermsFRIS":[{"GeoTerm":"Maftaha Bay","DutchTerm":"Gazi Bay"}],"othtermsFRIS":null,"resmessage":"","complete":1,"sessions":{"newSesName":"Lyssens, Liesbeth, L.","newSesDate":{"date":"2012-12-12 21:27:01.767000","timezone_type":3,"timezone":"Europe/Brussels"},"updSesName":"Haspeslagh, Jan, J.","updSesDate":{"date":"2013-08-12 12:56:30.167000","timezone_type":3,"timezone":"Europe/Brussels"}}}