Tuia, Devis und Moser, Gabriele und Wurm, Michael und Taubenböck, Hannes (2017) Land use modeling in North Rhine-Westphalia with interaction and scaling laws. IEEE. JURSE 2017, 2017-03-06 - 2017-03-08, Dubai, UAE. doi: 10.1109/JURSE.2017.7924542.
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Offizielle URL: http://www.jurse2017.com/index.html
Kurzfassung
The study of land use at large scale has recently been approached as the description of a territory in terms of Local Climate Zones (LCZ). These are subdivisions of a landscape into a set of categories which are of uniform coverage, represent similar land cover characteristics and patterns and are of several hundreds of meters in surface. Specifically, we map the region of NorthRhine-Westfalia (Germany), a region of approx. 34’000 km2, in terms of LCZ, with a statistical model trained using multimodal geospatial data (remote sensing, land cover, 3D models and volunteered geographic information) and constrained with both spatial interaction and scaling behavior logics. The proposed model improves LCZ classification accuracy, in particular for scarce classes, with an increase of up to 4 points and 5% in average accuracy as compared to conventional pixelwise classification.
elib-URL des Eintrags: | https://elib.dlr.de/111482/ | ||||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||
Titel: | Land use modeling in North Rhine-Westphalia with interaction and scaling laws | ||||||||||
Autoren: |
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Datum: | März 2017 | ||||||||||
Open Access: | Nein | ||||||||||
In SCOPUS: | Nein | ||||||||||
In ISI Web of Science: | Nein | ||||||||||
DOI: | 10.1109/JURSE.2017.7924542 | ||||||||||
Seitenbereich: | Seiten 1-4 | ||||||||||
Verlag: | IEEE | ||||||||||
Stichwörter: | LCZ, classification, urban structure | ||||||||||
Veranstaltungstitel: | JURSE 2017 | ||||||||||
Veranstaltungsort: | Dubai, UAE | ||||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||||
Veranstaltungsbeginn: | 6 März 2017 | ||||||||||
Veranstaltungsende: | 8 März 2017 | ||||||||||
DLR - Schwerpunkt: | Raumfahrt | ||||||||||
DLR - Forschungsgebiet: | R EO - Erdbeobachtung | ||||||||||
Standort: | Oberpfaffenhofen | ||||||||||
Institute & Einrichtungen: | Deutsches Fernerkundungsdatenzentrum > Georisiken und zivile Sicherheit |
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