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Quantifying the Sealing of Urban Landscapes: A Comparative Analysis of Machine Learning Models for Water-Impermable Surface Segmentation Using Aerial Remote Sensing



Alexander Pamler
  • Fraunhofer Austria Research GmbH, Graz, Austria ROR icon
Christina Petschnigg
  • Fraunhofer Austria Research GmbH, Klagenfurt, Austria ROR icon
Guenter Koren
  • City of Klagenfurt, Klagenfurt, Austria
Torsten Ullrich
  • Fraunhofer Austria Research GmbH, Graz, Austria ROR icon


Keeping Up with Technologies to Shape Joyful Cities, International Academic Conference on Places and Technologies, Vol. 10 (2025)

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@incollection{pamleretal2025:urbanipejzaz, author = {Pamler, Alexander and Petschnigg, Christina and Koren, Guenter and Ullrich, Torsten}, orcid = {0009-0001-3810-752X and 0000-0001-7613-3596 and noorcid and 0000-0002-7866-9762}, affiliation = {Fraunhofer Austria Research GmbH ;; Fraunhofer Austria Research GmbH ;; City of Klagenfurt ;; Fraunhofer Austria Research GmbH}, affid = {https://ror.org/038bzrc91 ;; https://ror.org/038bzrc91 ;; noaffid ;; https://ror.org/038bzrc91}, affplace = {Graz, Austria ;; Klagenfurt, Austria ;; Klagenfurt, Austria ;; Graz, Austria}, department = {nodepartment ;; nodepartment ;; nodepartment ;; nodepartment}, title = {Quantifying the Sealing of Urban Landscapes: A Comparative Analysis of Machine Learning Models for Water-Impermable Surface Segmentation Using Aerial Remote Sensing}, license = {https://creativecommons.org/licenses/by-nc-nd/4.0/}, booktitle = {Keeping Up with Technologies to Shape Joyful Cities}, editor = {Djukić, Aleksandra and Vukmirović, Milena and Vaništa Lazarević, Eva and Krstić-Furundžić, Aleksandra and Mitrović, Nikola}, isbn = {978-86-7924-383-6}, series = {International Academic Conference on Places and Technologies}, seriesisbn = {noisbn}, publisher = {University of Belgrade — Faculty of Architecture}, address = {Belgrade}, year = {2025}, volume = {10}, pages = {344--350}, howpublished = {other}, language = {english}, note = {40}, chapter = {40}, doi = {10.18485/arh_pt.2025.10.ch40}, doiurl = {http://doi.fil.bg.ac.rs/volume.php?pt=eb_ser&issue=arh_pt-2025-10&i=40}, url = {http://doi.fil.bg.ac.rs/pdf/eb_ser/arh_pt/2025/arh_pt-2025-10-ch40.pdf} }