Exploring the Fusion of Sentinel-1 SAR and Sentinel-2 MSI Data for Built-Up Area Mapping Using Deep Learning. - Sebastian Hafner; Yifang Ban; Andrea Nascetti (IGARSS, 2021)

Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning. - Sebastian Hafner; Yifang Ban; Andrea Nascetti (IGARSS, 2022)

A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments. - Stefanos Georganos; Sebastian Hafner; Monika Kuffer; Catherine Linard; Yifang Ban (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Monitoring urbanization and environmental impact in Kigali, Rwanda using Sentinel-2 MSI data and ecosystem service bundles. - Theodomir Mugiraneza; Sebastian Hafner; Jan Haas; Yifang Ban (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Sentinel-1 and Sentinel-2 Data Fusion for Urban Change Detection Using a Dual Stream U-Net. - Sebastian Hafner; Andrea Nascetti; Hossein Azizpour; Yifang Ban (IEEE Geosci. Remote. Sens. Lett., 2022)

Multi-Modal Deep Learning for Multi-Temporal Urban Mapping with a Partly Missing Optical Modality. - Sebastian Hafner; Yifang Ban (IGARSS, 2023)

Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. - Sebastian Hafner; Yifang Ban; Andrea Nascetti (JURSE, 2023)

Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda. - Sebastian Hafner; Stefanos Georganos; Theodomir Mugiraneza; Yifang Ban (JURSE, 2023)

Semi-Supervised Urban Change Detection Using Multi-Modal Sentinel-1 SAR and Sentinel-2 MSI Data. - Sebastian Hafner; Yifang Ban; Andrea Nascetti (Remote. Sens., 2023)

Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration. - Sebastian Hafner; Heng Fang; Hossein Azizpour; Yifang Ban (CoRR, 2024)

PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models. - Valerio Marsocci; Yuru Jia; Georges Le Bellier; Dávid Kerekes; Liang Zeng; Sebastian Hafner; Sebastian Gerard; Eric Brune; Ritu Yadav; Ali Shibli; Heng Fang; Yifang Ban; et al. (CoRR, 2024)

Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval. - Yuxi Sun 002; Yunming Ye; Jian Kang 005; Rubén Fernández-Beltran; Yifang Ban; Sebastian Hafner; Xutao Li; Chuyao Luo; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Evaluating the Ability to Map the Degree of Informality within a City using a Scalable, Machine Learning Methodology in Nairobi, Kenya. - Ryan N. Engstrom; Akhil Bharadwaj; Maxwell Owusu; Qunshan Zhao; Sebastian Hafner; Monika Kuffer; Francis C. Onyambu; Caroline Kabaria; Peter Elias 002; Oluwatoyin Odulana; Grant Tregonning; Bunmi Alugbin; et al. (JURSE, 2025)

Mapping Indicators for Morphological Informality in Nairobi, Kenya Using Satellite Imagery. - Sebastian Hafner; Manuella Comerio De Paulo; Qunshan Zhao; Monika Kuffer; Ryan N. Engstrom; Dana R. Thomson; Francis C. Onyambu; Caroline Kabaria; Peter Elias 002; Ángela Abascal; Grant Tregonning; Oluwatoyin Odulana; et al. (JURSE, 2025)

Towards a Spatial Measure of SDG 11.1.1: Open Data for Urban Deprivation Mapping. - Sai Ganesh Veeravalli; Florencio Campomanes V; Sebastian Hafner; Stefanos Georganos; Monika Kuffer; John Friesen; Dana R. Thomson; Robert Ndugwa; Dennis Mwaniki; Ángela Abascal; Peter Elias 002; Tobi Eniolu Morakinyo; et al. (JURSE, 2025)

DisasterAdaptiveNet: A robust network for multi-hazard building damage detection from very-high-resolution satellite imagery. - Sebastian Hafner; Sebastian Gerard; Josephine Sullivan; Yifang Ban (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Continuous Urban Change Detection From Satellite Image Time Series With Temporal Feature Refinement and Multitask Integration. - Sebastian Hafner; Heng Fang; Hossein Azizpour; Yifang Ban (IEEE Trans. Geosci. Remote. Sens., 2025)