[HTML][HTML] The SAR2Height framework for urban height map reconstruction from single SAR intensity images

M Recla, M Schmitt - ISPRS Journal of Photogrammetry and Remote …, 2024 - Elsevier
Recently, it was shown that a detailed reconstruction of urban height maps is possible from
single very high resolution (VHR) synthetic aperture radar (SAR) images with deep …

[HTML][HTML] Derivation of surface models using satellite imagery deep learning architectures with explainable AI

V Rinaldi, F Gómez-Vela, M Ghandehari - Results in Engineering, 2024 - Elsevier
Global mapping of urban morphology and human settlement is an area of great interest, with
significant scientific and humanitarian value. Current approaches for high-resolution surface …

Global Mapping of Exposure and Physical Vulnerability Dynamics in Least Developed Countries using Remote Sensing and Machine Learning

J Dimasaka, C Geiß, E So - arXiv preprint arXiv:2404.01748, 2024 - arxiv.org
As the world marked the midterm of the Sendai Framework for Disaster Risk Reduction 2015-
2030, many countries are still struggling to monitor their climate and disaster risk because of …