Comparison of selected impervious surface products derived from remote sensing data - A case study for the city of Munich. - Christian Geiss; Michael Wurm; Hannes Taubenböck; Wieke Heldens; Thomas Esch (JURSE, 2011)

Remote Sensing-Based Characterization of Settlement Structures for Assessing Local Potential of District Heat. - Christian Geiß; Hannes Taubenböck; Michael Wurm; Thomas Esch; Michael Nast; Christoph Schillings; Thomas Blaschke (Remote. Sens., 2011)

Detecting building damage caused by the 2011 Tohoku earthquake tsunami using TerraSAR-X data. - Hideomi Gokon; Shunichi Koshimura; Joachim Post; Christian Geis; Enrico Stein; Masashi Matsuoka (IGARSS, 2014)

Object-Based Postclassification Relearning. - Christian Geiss; Hannes Taubenböck (IEEE Geosci. Remote. Sens. Lett., 2015)

A Method for Detecting Buildings Destroyed by the 2011 Tohoku Earthquake and Tsunami Using Multitemporal TerraSAR-X Data. - Hideomi Gokon; Joachim Post; Enrico Stein; Sandro Martinis; André Twele; Matthias Mück; Christian Geis; Shunichi Koshimura; Masashi Matsuoka (IEEE Geosci. Remote. Sens. Lett., 2015)

Normalization of TanDEM-X DSM Data in Urban Environments With Morphological Filters. - Christian Geiss; Michael Wurm; Markus Breunig; Andreas Felbier; Hannes Taubenböck (IEEE Trans. Geosci. Remote. Sens., 2015)

Estimation of Seismic Vulnerability Levels of Urban Structures With Multisensor Remote Sensing. - Christian Geiss; Marianne Jilge; Tobia Lakes; Hannes Taubenböck (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

TanDEM-X for Large-Area Modeling of Urban Vegetation Height: Evidence from Berlin, Germany. - Johannes Schreyer; Christian Geis; Tobia Lakes (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Object-Based Morphological Profiles for Classification of Remote Sensing Imagery. - Christian Geiss; Martin Klotz; Andreas Schmitt; Hannes Taubenböck (IEEE Trans. Geosci. Remote. Sens., 2016)

Reliability-centered asset management of wind turbines - A holistic approach for a sustainable and cost-optimal maintenance strategy. - Christian Geiss; Susanne Guder (ICSRS, 2017)

Towards large-area morphologic characterization of urban environments using the TanDEM-X mission and Sentinel-2. - Christian Geiss; Michael Wurm; Hannes Taubenböck (JURSE, 2017)

Evaluation of clustering algorithms for unsupervised change detection in VHR remote sensing imagery. - Tobias Leichtle; Christian Geiss; Michael Wurm; Tobia Lakes; Hannes Taubenböck (JURSE, 2017)

Mega-regions in China. - Hannes Taubenböck; Philipp Bauer; Christian Geiss; Michael Wurm (JURSE, 2017)

Exploitation of textural and morphological image features in Sentinel-2A data for slum mapping. - Michael Wurm; Matthias Weigand; Andreas Schmitt; Christian Geiss; Hannes Taubenböck (JURSE, 2017)

Class imbalance in unsupervised change detection - A diagnostic analysis from urban remote sensing. - Tobias Leichtle; Christian Geiß; Tobia Lakes; Hannes Taubenböck (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Unsupervised change detection in VHR remote sensing imagery - an object-based clustering approach in a dynamic urban environment. - Tobias Leichtle; Christian Geiss; Michael Wurm; Tobia Lakes; Hannes Taubenböck (Int. J. Appl. Earth Obs. Geoinformation, 2017)

On the Effect of Spatially Non-Disjoint Training and Test Samples on Estimated Model Generalization Capabilities in Supervised Classification With Spatial Features. - Christian Geiß; Patrick Aravena Pelizari; Henrik Schrade; Alexander Brenning; Hannes Taubenböck (IEEE Geosci. Remote. Sens. Lett., 2017)

Multitask Active Learning for Characterization of Built Environments With Multisensor Earth Observation Data. - Christian Geiß; Matthias Thoma; Massimiliano Pittore; Marc Wieland; Stefan W. Dech; Hannes Taubenböck (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Remote monitoring to predict bridge scour failure using Interferometric Synthetic Aperture Radar (InSAR) stacking techniques. - Sivasakthy Selvakumaran; Simon Plank; Christian Geiß; Cristian Rossi; Campbell R. Middleton (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data. - Hannes Taubenböck; Jeroen Staab; Xiao Xiang Zhu 001; Christian Geiß; Stefan W. Dech; Michael Wurm (ISPRS Int. J. Geo Inf., 2018)

Cost-Sensitive Multitask Active Learning for Characterization of Urban Environments With Remote Sensing. - Christian Geiß; Matthias Thoma; Hannes Taubenböck (IEEE Geosci. Remote. Sens. Lett., 2018)

Europe's socio-economic disparities reflected in settlement patterns derived from satellite data. - Hannes Taubenböck; Felix Dahle; Christian Geiß; Michael Wurm (JURSE, 2019)

Urbanization between compactness and dispersion: designing a spatial model for measuring 2D binary settlement landscape configurations. - Hannes Taubenböck; Michael Wurm; Christian Geiß; Stefan W. Dech; Stefan Siedentop (Int. J. Digit. Earth, 2019)

Large-Area Characterization of Urban Morphology - Mapping of Built-Up Height and Density Using TanDEM-X and Sentinel-2 Data. - Christian Geiß; Tobias Leichtle; Michael Wurm; Patrick Aravena Pelizari; Ines Standfuß; Xiao Xiang Zhu 001; Emily So; Stefan Siedentop; Thomas Esch; Hannes Taubenböck (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Stability Characterization of the Response of White Storks' Foraging Behavior to Vegetation Dynamics Retrieved from Landsat Time Series. - Ines Standfuß; Christian Geiß; Stefan W. Dech; Hannes Taubenböck; Ran Nathan; Shay Rotics (IGARSS, 2020)

Deriving Urban Mass Concentrations Using TanDEM-X and Sentinel-2 Data for the Assessment of Morphological Polycentricity. - Ines Standfuß; Christian Geiß; Marlene Kühnl; Michael Wurm; Hannes Taubenböck; Stefan Siedentop; Bastian Heider (IGARSS, 2020)

A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks. - Chunping Qiu; Michael Schmitt 003; Christian Geiß; Tzu-Hsin Karen Chen; Xiao Xiang Zhu 001 (CoRR, 2020)

Automatic Training Set Compilation With Multisource Geodata for DTM Generation From the TanDEM-X DSM. - Christian Geiß; Patrick Aravena Pelizari; Stefan Bauer; Andreas Schmitt; Hannes Taubenböck (IEEE Geosci. Remote. Sens. Lett., 2020)

Spectral-Spatial Classification Integrating Band Selection for Hyperspectral Imagery With Severe Noise Bands. - Ji Zhao 006; Suzheng Tian; Christian Geiß; Lizhe Wang 001; Yanfei Zhong; Hannes Taubenböck (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Image super-resolution with dense-sampling residual channel-spatial attention networks for multi-temporal remote sensing image classification. - Yue Zhu 004; Christian Geiß; Emily So (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Deep Learning-Based Generation of Building Stock Data from Remote Sensing for Urban Heat Demand Modeling. - Michael Wurm; Ariane Droin; Thomas Stark; Christian Geiß; Wolfgang Sulzer; Hannes Taubenböck (ISPRS Int. J. Geo Inf., 2021)

Multitemporal Relearning With Convolutional LSTM Models for Land Use Classification. - Yue Zhu 004; Christian Geiß; Emily So; Ying Jin 011 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Disaster Intensity-Based Selection of Training Samples for Remote Sensing Building Damage Classification. - Luis Moya; Christian Geiß; Masakazu Hashimoto; Erick Mas; Shunichi Koshimura; Günter Strunz (IEEE Trans. Geosci. Remote. Sens., 2021)

Mapping of Small Water Bodies with Integrated Spatial Information for Time Series Images of Optical Remote Sensing. - Libei Fan; Yuting Dong; Ji Zhao 006; Christian Geiß; Lizhe Wang 001; Hannes Taubenböck (IGARSS, 2022)

Multi-target regressor chains with repetitive permutation scheme for characterization of built environments with remote sensing. - Christian Geiß; Elisabeth Brzoska; Patrick Aravena Pelizari; Sven Lautenbach; Hannes Taubenböck (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Selection of unlabeled source domains for domain adaptation in remote sensing. - Christian Geiß; Alexander Rabuske; Patrick Aravena Pelizari; Stefan Bauer; Hannes Taubenböck (Array, 2022)

Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation. - Christian Geiß; Yue Zhu 004; Chunping Qiu; Lichao Mou; Xiao Xiang Zhu 001; Hannes Taubenböck (IEEE Geosci. Remote. Sens. Lett., 2022)

LSTM models for spatiotemporal extrapolation of population data. - Christian Geiß; Jana Maier; Emily So; Yue Zhu 004 (JURSE, 2023)

Linking remote sensing data and online engagement in flood events in Nigeria. - Johannes Mast; Marta Sapena; Christian Geiß; Hannes Taubenböck (JURSE, 2023)

Categorizing urban areas into "core", "fringe", and "periphery" based on the built-up morphology. - Ines Standfuß; Matthias Weigand; Monika Gähler; Antonia Milbert; Fabian Dosch; Silas Eichfuss; Nikola Sander; Christian Geiß; Hannes Taubenböck (JURSE, 2023)

Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery. - Konstantin Müller; Robert Leppich; Christian Geiß; Vanessa Borst; Patrick Aravena Pelizari; Samuel Kounev; Hannes Taubenböck (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

In the tension between large-scale analysis and accuracy - Identifying and analysing intra-urban (sub-)centre structures comparing official 3D-building models and TanDEM-X nDSMs. - Ines Standfuß; Christian Geiß; Marlene Kühnl; Ariane Droin; Johannes Mast; Michael Wurm; Stefan Siedentop; Bastian Heider; Hannes Taubenböck (Comput. Environ. Urban Syst., 2023)

Semi-supervised learning with constrained virtual support vector machines for classification of remote sensing image data. - Christian Geiß; Patrick Aravena Pelizari; Ozan Tunçbilek; Hannes Taubenböck (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Toward Scalable Damage Assessment for Rapid Disaster Response. - Marc Wieland; Victor Hertel; Christian Geiss; Sandro Martinis; Konstanze Lechner (IGARSS, 2024)

Global Mapping of Exposure and Physical Vulnerability Dynamics in Least Developed Countries using Remote Sensing and Machine Learning. - Joshua Dimasaka; Christian Geiß; Emily So (CoRR, 2024)

Comparing Geospatiality of Topics between Geotag- and Geoparsing-based Geolocations. - Johannes Mast; Richard Lemoine-Rodríguez; Vanessa Rittlinger; Christian Geiß; Hannes Taubenböck (GeoExT@ECIR, 2025)

Urban Infrastructure at Risk: Assessing Landslide Impacts. - Mohammad Kazemi Garajeh; Valeria Satriano; Christian Geiß; Hannes Taubenböck; Annibale Guariglia; Parivash Paridad; Raffaele Santangelo; Valerio Tramutoli (JURSE, 2025)

Characterization of agricultural cultivation areas between 2019-2023 in war zones of Eastern Ukraine using Sentinel-2 data. - Christian Geiß; Leonhard Flügge; Michael Schmidt; Hannes Taubenböck (JURSE, 2025)

Spatial delineations of cities based on web content and built-up age - a case study on North African growth poles from 2010 to 2020. - Johannes Mast; Christian Geiß; Hannes Taubenböck (JURSE, 2025)

Mining-Driven Settlement Dynamics: Evidence from the Cobalt Belt in the Democratic Republic of Congo. - Konstantin Müller; John Friesen; Christian Geiß; Hannes Taubenböck (JURSE, 2025)

BayeSiamMTL: Uncertainty-aware multitask learning for post-disaster building damage assessment. - Victor Hertel; Omar Wani; Christian Geiß; Marc Wieland; Hannes Taubenböck (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Multilabel Learning With ViT for Building Footprint Extraction From Off-Nadir Aerial Images. - Bipul Neupane; Jagannath Aryal; Abbas Rajabifard; Patrick Aravena Pelizari; Christian Geiß (IEEE Geosci. Remote. Sens. Lett., 2025)

MF-Mamba: Multiscale Convolution and Mamba Fusion Model for Semantic Segmentation of Remote Sensing Imagery. - Pu Xiao; Yuting Dong; Ji Zhao 006; Tieqi Peng; Christian Geiß; Yanfei Zhong; Hannes Taubenböck (IEEE Trans. Geosci. Remote. Sens., 2025)

DeepC4: Deep Conditional Census-Constrained Clustering for Large-scale Multitask Spatial Disaggregation of Urban Morphology. - Joshua Dimasaka; Christian Geiß; Emily So (CoRR, 2025)

GraphVSSM: Graph Variational State-Space Model for Probabilistic Spatiotemporal Inference of Dynamic Exposure and Vulnerability for Regional Disaster Resilience Assessment. - Joshua Dimasaka; Christian Geiß; Emily So (CoRR, 2025)