Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-8919
Main Title: The Human Influence Experiment (Part 2): Guidelines for Improved Mapping of Local Climate Zones Using a Supervised Classification
Author(s): Verdonck, Marie-leen
Demuzere, Matthias
Bechtel, Benjamin
Beck, Christoph
Brousse, Oscar
Droste, Arjan
Fenner, Daniel
Leconte, François
Van Coillie, Frieke
Type: Article
References: 10.3390/urbansci1020015
Language Code: en
Abstract: Since 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.
URI: https://depositonce.tu-berlin.de/handle/11303/9907
http://dx.doi.org/10.14279/depositonce-8919
Issue Date: 28-Feb-2019
Date Available: 27-Aug-2019
DDC Class: 710 Städtebau, Raumplanung, Landschaftsgestaltung
Subject(s): WUDAPT
crowdsourcing
classification
experimental setup
License: https://creativecommons.org/licenses/by/4.0/
Journal Title: Urban Science
Publisher: MDPI
Publisher Place: Basel
Volume: 3
Issue: 1
Article Number: 27
Publisher DOI: 10.3390/urbansci3010027
EISSN: 2413-8851
Appears in Collections:FG Klimatologie » Publications

Files in This Item:
File Description SizeFormat 
urbansci-03-00027.pdf6.58 MBAdobe PDFView/Open


This item is licensed under a Creative Commons License Creative Commons