The Human Influence Experiment (Part 2): Guidelines for Improved Mapping of Local Climate Zones Using a Supervised Classification

dc.contributor.authorVerdonck, Marie-leen
dc.contributor.authorDemuzere, Matthias
dc.contributor.authorBechtel, Benjamin
dc.contributor.authorBeck, Christoph
dc.contributor.authorBrousse, Oscar
dc.contributor.authorDroste, Arjan
dc.contributor.authorFenner, Daniel
dc.contributor.authorLeconte, François
dc.contributor.authorVan Coillie, Frieke
dc.date.accessioned2019-08-27T10:37:24Z
dc.date.available2019-08-27T10:37:24Z
dc.date.issued2019-02-28
dc.date.updated2019-08-23T13:20:25Z
dc.description.abstractSince 2012, Local Climate Zones (LCZ) have been used for numerous studies related to urban environment. In 2015, this use amplified because a method to map urban areas in LCZs was introduced by the World Urban Database and Access Portal Tools (WUDAPT). However in 2017, the first HUMan INfluence EXperiment showed that these maps often have poor or low quality. Since the maps are used in different applications such as urban modelling and land use/land cover change studies, it is of the utmost importance to improve mapping accuracies and a second experiment was launched. In HUMINEX 2.0, the focus lies on providing guidelines on the use of the mapping protocol based on the results of both HUMINEX 1.0 and 2.0. The results showed that: (1) it is important to follow the mapping protocol as strictly as possible, (2) a reasonable amount of time should be spent on the mapping procedure, (3) all users should perform a driving test, and (4) training area sets should be stored in the WUDAPT database for other users.en
dc.identifier.eissn2413-8851
dc.identifier.urihttps://depositonce.tu-berlin.de/handle/11303/9907
dc.identifier.urihttp://dx.doi.org/10.14279/depositonce-8919
dc.language.isoenen
dc.relation.references10.3390/urbansci1020015
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en
dc.subject.ddc710 Städtebau, Raumplanung, Landschaftsgestaltungde
dc.subject.otherWUDAPTen
dc.subject.othercrowdsourcingen
dc.subject.otherclassificationen
dc.subject.otherexperimental setupen
dc.titleThe Human Influence Experiment (Part 2): Guidelines for Improved Mapping of Local Climate Zones Using a Supervised Classificationen
dc.typeArticleen
dc.type.versionpublishedVersionen
dcterms.bibliographicCitation.articlenumber27en
dcterms.bibliographicCitation.doi10.3390/urbansci3010027en
dcterms.bibliographicCitation.issue1en
dcterms.bibliographicCitation.journaltitleUrban Scienceen
dcterms.bibliographicCitation.originalpublishernameMDPIen
dcterms.bibliographicCitation.originalpublisherplaceBaselen
dcterms.bibliographicCitation.volume3en
tub.accessrights.dnbfreeen
tub.affiliationFak. 6 Planen Bauen Umwelt>Inst. Ökologie>FG Klimatologiede
tub.affiliation.facultyFak. 6 Planen Bauen Umweltde
tub.affiliation.groupFG Klimatologiede
tub.affiliation.instituteInst. Ökologiede
tub.publisher.universityorinstitutionTechnische Universität Berlinen
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