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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVIII-4/W7-2023
https://doi.org/10.5194/isprs-archives-XLVIII-4-W7-2023-109-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLVIII-4-W7-2023-109-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
22 Jun 2023
| 22 Jun 2023
TRAFFIC SPEED MODELLING TO IMPROVE TRAVEL TIME ESTIMATION IN OPENROUTESERVICE
C. Ludwig
GIScience Research Group, Heidelberg University, Heidelberg, Germany
HeiGIT gGmbH (Heidelberg Institute for Geoinformation Technology), Heidelberg, Germany
J. Psotta
HeiGIT gGmbH (Heidelberg Institute for Geoinformation Technology), Heidelberg, Germany
GIScience Research Group, Heidelberg University, Heidelberg, Germany
N. Kolaxidis
HeiGIT gGmbH (Heidelberg Institute for Geoinformation Technology), Heidelberg, Germany
S. Fendrich
HeiGIT gGmbH (Heidelberg Institute for Geoinformation Technology), Heidelberg, Germany
M. Zia
HeiGIT gGmbH (Heidelberg Institute for Geoinformation Technology), Heidelberg, Germany
J. Fürle
GIScience Research Group, Heidelberg University, Heidelberg, Germany
A. Rousell
HeiGIT gGmbH (Heidelberg Institute for Geoinformation Technology), Heidelberg, Germany
A. Zipf
GIScience Research Group, Heidelberg University, Heidelberg, Germany
HeiGIT gGmbH (Heidelberg Institute for Geoinformation Technology), Heidelberg, Germany
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Short summary
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Many households in Vietnam depend on revenues from microbusinesses (shop-houses). However, losses caused by regular flooding to the microbusinesses are not modelled. Business turnover, building age and water depth are found to be the main drivers of flood losses to microbusinesses. We built and validated probabilistic models (Non-parametric Bayesian Networks) that estimate flood losses to microbusinesses. The results help in flood risk management and adaption decision making for microbusinesses.
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