Mück, Matthias and Klotz, Martin and Taubenböck, Hannes (2017) Validation of the DLR Global Urban Footprint in rural areas: A case study for Burkina Faso. In: Joint Urban Remote Sensing Event (JURSE) 2017, pp. 1-4. IEEE. Joint Urban Remote Sensing Event (JURSE), 2017-03-06 - 2017-03-08, Dubai, VAE. doi: 10.1109/JURSE.2017.7924618.
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Abstract
Earth observation from space has often been used for the mapping of settlements on a global scale. The recently developed Global Urban Footprint (GUF - 2011/2013) aims at a global settlement classification with an improved geometric resolution based on data from the TerraSAR-X/TanDEM-X missions. Due to manifold challenges the settlement classifications are subject to distinct accuracy variations across global landscapes. This study presents a systematic accuracy assessment of the GUF product for the case study of Burkina Faso, an African country characterized by mainly rural, small-scale and fragmented settlement structures. As a first step, we conduct a relative, non site-specific comparison of available national and global human settlement layers (HSL) on national scale by the quantification of total settlement areas and derived density measures. In a second step, we aim at an absolute accuracy assessment on local scale using appropriate reference data. Therefore we use absolute accuracy measures based on the error matrix as well as pattern-based evaluation techniques with regard to physical settlement variations such as settlement size. Results clearly show the enhanced mapping capabilities of new high resolution global settlement products such as the GUF, especially for rural areas.
Item URL in elib: | https://elib.dlr.de/111527/ | ||||||||||||||||
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Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||
Title: | Validation of the DLR Global Urban Footprint in rural areas: A case study for Burkina Faso | ||||||||||||||||
Authors: |
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Date: | March 2017 | ||||||||||||||||
Journal or Publication Title: | Joint Urban Remote Sensing Event (JURSE) 2017 | ||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||
Open Access: | No | ||||||||||||||||
Gold Open Access: | No | ||||||||||||||||
In SCOPUS: | No | ||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||
DOI: | 10.1109/JURSE.2017.7924618 | ||||||||||||||||
Page Range: | pp. 1-4 | ||||||||||||||||
Publisher: | IEEE | ||||||||||||||||
Status: | Published | ||||||||||||||||
Keywords: | Global Urban Footprint, remote sensing, Settlement, accuracy assessment, validation | ||||||||||||||||
Event Title: | Joint Urban Remote Sensing Event (JURSE) | ||||||||||||||||
Event Location: | Dubai, VAE | ||||||||||||||||
Event Type: | international Conference | ||||||||||||||||
Event Start Date: | 6 March 2017 | ||||||||||||||||
Event End Date: | 8 March 2017 | ||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
HGF - Program: | Space | ||||||||||||||||
HGF - Program Themes: | Earth Observation | ||||||||||||||||
DLR - Research area: | Raumfahrt | ||||||||||||||||
DLR - Program: | R EO - Earth Observation | ||||||||||||||||
DLR - Research theme (Project): | R - Remote Sensing and Geo Research, R - Vorhaben Zivile Kriseninformation und Georisiken (old) | ||||||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||||||
Institutes and Institutions: | German Remote Sensing Data Center > Geo Risks and Civil Security | ||||||||||||||||
Deposited By: | Taubenböck, Prof. Dr. Hannes | ||||||||||||||||
Deposited On: | 27 Mar 2017 14:28 | ||||||||||||||||
Last Modified: | 24 Apr 2024 20:16 |
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