Michael Wurm - RankMe

66 papers C 4Journal 32Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Assessing the x-minuteness for different urban structural types in Berlin, Germany. JURSE Ariane Droin, Michael Wurm, Matthias Weigand, Henri Debray, Manuel Köberl, Hannes Taubenböck
2025	—	`conf`	Estimating ecosystem services of urban trees based on remote sensing and in-situ measurements: A comparative study in Munich, Germany. JURSE Tobias Leichtle, Andrea Sofía García-de-León, Thomas Rötzer, Klaus Martin, Michael Wurm, Stephan Pauleit, Hannes Taubenböck
2025	—	`conf`	GDP Estimation using a Deep Learning Fusion Model for Multi-Source Remote Sensing Data. JURSE Thomas Stark, Michael Wurm, Eleanor Stokes, Karen C. Seto, Hannes Taubenböck
2025	—	`conf`	Instance Segmentation of Informal Buildings in Medellín for Assessing Population at Risk from Landslides. JURSE Moritz Hertrich, Dorothee Stiller, Marta Sapena, Thomas Stark, Patrick Rose, Michael Wurm, Hannes Taubenböck
2025	—	`conf`	Satellite-based fine-grained spatio-temporal monitoring of urban building activities as an indicator of economic development. JURSE Michael Wurm, Manuel Köberl, Gabriel Cevallos, Maren Köhlmann, Melanie Brauchler, Carsten Schumann, Hannes Taubenböck
2025	—	`conf`	Spatial Accessibility in Transition: Evaluating Urban Growth and Service Distribution in Westhoek, Belgium. JURSE Manuel Köberl, Michael Wurm, Ariane Droin, Nikolaos Tantaroudas, Hannes Taubenböck
2025	J	`jnl`	Uncertainty aware slum mapping in 55 heterogeneous cities. Int. J. Appl. Earth Obs. Geoinformation Thomas Stark, Michael Wurm, Henri Debray, Xiao Xiang Zhu, Hannes Taubenböck
2025	J	`jnl`	Universal patterns of intra-urban morphology: Defining a global typology of the urban fabric using unsupervised clustering. Int. J. Appl. Earth Obs. Geoinformation Henri Debray, Matthias Gassilloud, Richard Lemoine-Rodríguez, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
2025	—	`conf`	Urban Tree Detection: Comparing YOLOv8 and DeepForest for Accurate Single-Tree Identification from Aerial Imagery. JURSE Thomas Stark, Julia Pardo, Michael Wurm, Tobias Leichtle, Klaus Martin, Hannes Taubenböck
2024	C	`conf`	Ai-Based Building Instance Segmentation in Formal and Informal Settlements. IGARSS Philipp Schuegraf, Dorothee Stiller, Jiaojiao Tian, Thomas Stark, Michael Wurm, Hannes Taubenböck, Ksenia Bittner
2024	J	`jnl`	How does pedestrian permeability vary in and across cities? A fine-grained assessment for all large cities in Germany. Comput. Environ. Urban Syst. Ariane Droin, Michael Wurm, Matthias Weigand, Carsten Gawlas, Manuel Köberl, Hannes Taubenböck
2024	J	`jnl`	Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
2023	—	`conf`	Detecting challenging urban environments using a few-shot meta-learning approach. JURSE Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
2023	—	`conf`	Efficiency of CNNs for Building Extraction: Comparative Analysis of Performance and Time. JURSE Dorothee Stiller, Thomas Stark, Verena Strobl, Maike Leupold, Michael Wurm, Hannes Taubenböck
2023	J	`jnl`	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. Comput. Environ. Urban Syst. Ines Standfuß, Christian Geiß, Marlene Kühnl, Ariane Droin, Johannes Mast, Michael Wurm, Stefan Siedentop, Bastian Heider, Hannes Taubenböck
2023	—	`conf`	Opposing land surface and air temperatures from remote sensing and Citizen Science for quantification of the Urban Heat Island effect. JURSE Tobias Leichtle, Sophia Helgert, Matthias Müller, Jana Handschuh, Thilo Erbertseder, Michael Wurm, Hannes Taubenböck
2023	—	`conf`	Revealing landslide exposure of informal settlements in Medellín using Deep Learning. JURSE Michael Wurm, Raphael Tubbesing, Thomas Stark, Marlene Kühnl, Marta Sapena, Wolfgang Sulzer, Hannes Taubenböck
2023	—	`conf`	The 'ghost city' phenomenon in China: mapping and categorization at intra-urban scale. JURSE Hannes Taubenböck, Lifeng Shi, Tobias Leichtle, Shihong Du, Michael Wurm
2023	J	`jnl`	The Individual Walkable Neighborhood - Evaluating people-centered spatial units focusing on urban density. Comput. Environ. Urban Syst. Ariane Droin, Michael Wurm, Hannes Taubenböck
2023	—	`conf`	Using CNNs on Sentinel-2 data for road traffic noise modelling. JURSE Jeroen Staab, Thomas Stark, Michael Wurm, Kathrin Wolf, Marco Dallavalle, Arthur Schady, Tobia Lakes, Hannes Taubenböck
2022	J	`jnl`	To be, or not to be Comput. Environ. Urban Syst. Hannes Taubenböck, Ariane Droin, Ines Standfuß, Fabian Dosch, Nikola Sander, A. Milbert, Silas Eichfuss, Michael Wurm
2021	J	`jnl`	Deep Learning-Based Generation of Building Stock Data from Remote Sensing for Urban Heat Demand Modeling. ISPRS Int. J. Geo Inf. Michael Wurm, Ariane Droin, Thomas Stark, Christian Geiß, Wolfgang Sulzer, Hannes Taubenböck
2021	J	`jnl`	Estimating quality of life dimensions from urban spatial pattern metrics. Comput. Environ. Urban Syst. Marta Sapena, Michael Wurm, Hannes Taubenböck, Devis Tuia, Luis Ángel Ruiz Fernández
2021	J	`jnl`	Spatial factors influencing building age prediction and implications for urban residential energy modelling. Comput. Environ. Urban Syst. Oana M. Garbasevschi, Jacob Estevam Schmiedt, Trivik Verma, Iulia Lefter, Willem K. Korthals Altes, Ariane Droin, Björn Schiricke, Michael Wurm
2021	J	`jnl`	Which city is the greenest? A multi-dimensional deconstruction of city rankings. Comput. Environ. Urban Syst. Hannes Taubenböck, M. Reiter, Fabian Dosch, Tobias Leichtle, Matthias Weigand, Michael Wurm
2020	C	`conf`	Deriving Urban Mass Concentrations Using TanDEM-X and Sentinel-2 Data for the Assessment of Morphological Polycentricity. IGARSS Ines Standfuß, Christian Geiß, Marlene Kühnl, Michael Wurm, Hannes Taubenböck, Stefan Siedentop, Bastian Heider
2020	J	`jnl`	Misperceptions of Predominant Slum Locations? Spatial Analysis of Slum Locations in Terms of Topography Based on Earth Observation Data. Remote. Sens. Inken Müller, Hannes Taubenböck, Monika Kuffer, Michael Wurm
2020	J	`jnl`	Satellite-Based Mapping of Urban Poverty With Transfer-Learned Slum Morphologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
2020	J	`jnl`	Spatial and semantic effects of LUCAS samples on fully automated land use/land cover classification in high-resolution Sentinel-2 data. Int. J. Appl. Earth Obs. Geoinformation Matthias Weigand, Jeroen Staab, Michael Wurm, Hannes Taubenböck
2020	J	`jnl`	Uncertainties of Human Perception in Visual Image Interpretation in Complex Urban Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nicolas Johannes Kraff, Michael Wurm, Hannes Taubenböck
2020	J	`jnl`	Wie grün sind deutsche Städte? Indikatorgestützte fernerkundliche Erfassung des Stadtgrüns / Indicator-based Remote Sensing Analysis of the Urban Green. AGIT Journal Angew. Geoinformatik Lisa Eichler, Tobias Krüger, Gotthard Meinel, Julia Tenikl, Michael Wurm
2019	—	`conf`	Europe's socio-economic disparities reflected in settlement patterns derived from satellite data. JURSE Hannes Taubenböck, Felix Dahle, Christian Geiß, Michael Wurm
2019	—	`conf`	How dynamic are slums? EO-based assessment of Kibera's morphologic transformation. JURSE Nicolas Johannes Kraff, Hannes Taubenböck, Michael Wurm
2019	J	`jnl`	Large-Area Characterization of Urban Morphology - Mapping of Built-Up Height and Density Using TanDEM-X and Sentinel-2 Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Christian Geiß, Tobias Leichtle, Michael Wurm, Patrick Aravena Pelizari, Ines Standfuß, Xiao Xiang Zhu, Emily So, Stefan Siedentop, Thomas Esch, Hannes Taubenböck
2019	—	`conf`	Large-scale building extraction in very high-resolution aerial imagery using Mask R-CNN. JURSE Dorothee Stiller, Thomas Stark, Michael Wurm, Stefan W. Dech, Hannes Taubenböck
2019	—	`conf`	Modelling the impact of the urban spatial structure on the choice of residential location using 'big earth data' and machine learning. JURSE Michael Wurm, Matthias Weigand, Thomas Stark, Jan Goebel, Gert G. Wagner, Hannes Taubenböck
2019	J	`jnl`	Remote Sensing in Environmental Justice Research - A Review. ISPRS Int. J. Geo Inf. Matthias Weigand, Michael Wurm, Stefan W. Dech, Hannes Taubenböck
2019	—	`conf`	Sensitivity of slum size distributions as a function of spatial parameters for slum classification. JURSE John Friesen, Christoph Knoche, Jakob Hartig, Peter F. Pelz, Hannes Taubenböck, Michael Wurm
2019	—	`conf`	Size Distributions for Morphological Slums in Asia and South America. JURSE John Friesen, Michaela Lestakova, Jens Kaltenmorgen, Suwaythan Nahaganeshan, Peter F. Pelz, Hannes Taubenböck, Michael Wurm
2019	—	`conf`	Slum Mapping in Imbalanced Remote Sensing Datasets Using Transfer Learned Deep Features. JURSE Thomas Stark, Michael Wurm, Hannes Taubenböck, Xiao Xiang Zhu
2019	J	`jnl`	Urbanization between compactness and dispersion: designing a spatial model for measuring 2D binary settlement landscape configurations. Int. J. Digit. Earth Hannes Taubenböck, Michael Wurm, Christian Geiß, Stefan W. Dech, Stefan Siedentop
2019	J	`jnl`	Urbanization in China from the end of 1980s until 2010 - spatial dynamics and patterns of growth using EO-data. Int. J. Digit. Earth Lifeng Shi, Hannes Taubenböck, Zengxiang Zhang, Fang Liu, Michael Wurm
2018	J	`jnl`	Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data. ISPRS Int. J. Geo Inf. Hannes Taubenböck, Jeroen Staab, Xiao Xiang Zhu, Christian Geiß, Stefan W. Dech, Michael Wurm
2018	—	`conf`	Designing a Water Supply Network for Slums in Rio de Janeiro Using Mixed-Integer Programming. OR Marvin Meck, Lea Rausch, John Friesen, Michael Wurm, Hannes Taubenböck, Lena C. Altherr, Peter F. Pelz
2018	J	`jnl`	Investigation on the separability of slums by multi-aspect TerraSAR-X dual-co-polarized high resolution spotlight images based on the multi-scale evaluation of local distributions. Int. J. Appl. Earth Obs. Geoinformation Andreas Schmitt, Tobias Sieg, Michael Wurm, Hannes Taubenböck
2017	—	`conf`	Digital deserts on the ground and from space. JURSE Martin Klotz, Michael Wurm, Xiaoxiang Zhu, Hannes Taubenböck
2017	—	`conf`	Evaluation of clustering algorithms for unsupervised change detection in VHR remote sensing imagery. JURSE Tobias Leichtle, Christian Geiss, Michael Wurm, Tobia Lakes, Hannes Taubenböck
2017	—	`conf`	Exploitation of textural and morphological image features in Sentinel-2A data for slum mapping. JURSE Michael Wurm, Matthias Weigand, Andreas Schmitt, Christian Geiss, Hannes Taubenböck
2017	—	`conf`	Land use modeling in North Rhine-Westphalia with interaction and scaling laws. JURSE Devis Tuia, Gabriele Moser, Michael Wurm, Hannes Taubenböck
2017	J	`jnl`	Measuring morphological polycentricity - A comparative analysis of urban mass concentrations using remote sensing data. Comput. Environ. Urban Syst. Hannes Taubenböck, Ines Standfuß, Michael Wurm, Angelika Krehl, Stefan Siedentop
2017	—	`conf`	Mega-regions in China. JURSE Hannes Taubenböck, Philipp Bauer, Christian Geiss, Michael Wurm
2017	—	`conf`	Towards large-area morphologic characterization of urban environments using the TanDEM-X mission and Sentinel-2. JURSE Christian Geiss, Michael Wurm, Hannes Taubenböck
2017	J	`jnl`	Unsupervised change detection in VHR remote sensing imagery - an object-based clustering approach in a dynamic urban environment. Int. J. Appl. Earth Obs. Geoinformation Tobias Leichtle, Christian Geiss, Michael Wurm, Tobia Lakes, Hannes Taubenböck
2016	J	`jnl`	A Comprehensive View on Urban Spatial Structure: Urban Density Patterns of German City Regions. ISPRS Int. J. Geo Inf. Angelika Krehl, Stefan Siedentop, Hannes Taubenböck, Michael Wurm
2016	J	`jnl`	Building Types' Classification Using Shape-Based Features and Linear Discriminant Functions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Michael Wurm, Andreas Schmitt, Hannes Taubenböck
2016	J	`jnl`	The Physical Density of the City - Deconstruction of the Delusive Density Measure with Evidence from Two European Megacities. ISPRS Int. J. Geo Inf. Hannes Taubenböck, Ines Standfuß, Martin Klotz, Michael Wurm
2015	—	`conf`	At the edge of the city center. JURSE Michael Wurm, Hannes Taubenböck, Jan Goebel, Gert G. Wagner
2015	—	`conf`	Classification of urban structural types with multisource data and structured models. JURSE Arnaud Poncet Montanges, Gabriele Moser, Hannes Taubenböck, Michael Wurm, Devis Tuia
2015	J	`jnl`	Evaluating the use of uncertainty visualization for exploratory analysis of land cover change: A qualitative expert user study. Comput. Geosci. Christoph Kinkeldey, Jochen Schiewe, Henning Gerstmann, Christian Götze, Oleksandr Kit, Matthias Lüdeke, Hannes Taubenböck, Michael Wurm
2015	J	`jnl`	Normalization of TanDEM-X DSM Data in Urban Environments With Morphological Filters. IEEE Trans. Geosci. Remote. Sens. Christian Geiss, Michael Wurm, Markus Breunig, Andreas Felbier, Hannes Taubenböck
2014	J	`jnl`	Investigating the Applicability of Cartosat-1 DEMs and Topographic Maps to Localize Large-Area Urban Mass Concentrations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Michael Wurm, Pablo d'Angelo, Peter Reinartz, Hannes Taubenböck
2014	C	`conf`	The global urban footprint - Processing status and cross comparison to existing human settlement products. IGARSS Andreas Felbier, Thomas Esch, Wieke Heldens, Mattia Marconcini, Julian Zeidler, Achim Roth, Martin Klotz, Michael Wurm, Hannes Taubenböck
2011	—	`conf`	Comparison of selected impervious surface products derived from remote sensing data - A case study for the city of Munich. JURSE Christian Geiss, Michael Wurm, Hannes Taubenböck, Wieke Heldens, Thomas Esch
2011	J	`jnl`	Remote Sensing-Based Characterization of Settlement Structures for Assessing Local Potential of District Heat. Remote. Sens. Christian Geiß, Hannes Taubenböck, Michael Wurm, Thomas Esch, Michael Nast, Christoph Schillings, Thomas Blaschke
2007	C	`conf`	Generation and webgis representation of landslide susceptibility maps using VHR satellite data. IGARSS Klaus Granica, Michael Almer, Manuela Hirschmugl, Herwig Proske, Michael Wurm, Michael Schnabel, L. W. Kenyi, Mathias Schardt
2005	J	`jnl`	Sizzle: A standards-based end-to-end security architecture for the embedded Internet. Pervasive Mob. Comput. Vipul Gupta, Michael Wurm, Yu Zhu, Matthew Millard, Stephen Fung, Nils Gura, Hans Eberle, Sheueling Chang Shantz