Marc Wieland

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Geospatial Data

Synthetic Aperture Radar Images

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

ISPRS Int. J. Geo Inf.

Publications

Marc Wieland, Florian W. Fichtner, Sandro Martinis, Sandro Groth, Christian Krullikowski, Simon Plank, Mahdi Motagh
S1S2-Water: A Global Dataset for Semantic Segmentation of Water Bodies From Sentinel- 1 and Sentinel-2 Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Sandro Groth, Florian Fichtner, Marc Wieland, Nico Mandery, Torsten Riedlinger, Sandro Martinis
Enabling Global Processing of Reference Water Products for Flood Mapping using Kubernetes and STAC. IGARSS (2023)
Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI. ICCV (Workshops) (2023)
Nina Merkle, Reza Bahmanyar, Corentin Henry, Seyed Majid Azimi, Xiangtian Yuan, Simon Schopferer, Veronika Gstaiger, Stefan Auer, Anne Schneibel, Marc Wieland, Thomas Kraft
Drones4Good: Supporting Disaster Relief Through Remote Sensing and AI. CoRR (2023)
Christian Krullikowski, Candace Chow, Marc Wieland, Sandro Martinis, Bernhard Bauer-Marschallinger, Florian Roth, Patrick Matgen, Marco Chini, Renaud Hostache, Yu Li, Peter Salamon
Estimating Ensemble Likelihoods for the Sentinel-1-Based Global Flood Monitoring Product of the Copernicus Emergency Management Service. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Florian Fichtner, Nico Mandery, Marc Wieland, Sandro Groth, Sandro Martinis, Torsten Riedlinger
Time-series analysis of Sentinel-1/2 data for flood detection using a discrete global grid system and seasonal decomposition. Int. J. Appl. Earth Obs. Geoinformation 119 (2023)
Marc Wieland, Nina Merkle, Anne Schneibel, Corentin Henry, Konstanze Lechner, Xiangtian Yuan, Seyed Majid Azimi, Veronika Gstaiger, Sandro Martinis
AD-HOC Situational Awareness During Floods Using Remote Sensing Data and Machine Learning Methods. IGARSS (2023)
Magdalena Halbgewachs, Lucas Angermann, Marc Wieland, Uwe Kippnich, Konstanze Lechner
Using UAV Data to Improve the Situational Awareness for First Responders in Disaster Management: The Example of Flooding in the AHR Valley, Germany. IGARSS (2023)
Anne Schneibel, Nina Merkle, Marc Wieland, Konstanze Lechner, Seyemajid Azimi, Fabian Henkel, Corentin Henry, Ralph Kiefl, Xiangtian Yuan, Monika Gähler
User-driven flood response & monitoring information - Key findings of the Data4Human project. GHTC (2022)
Max Helleis, Marc Wieland, Christian Krullikowski, Sandro Martinis, Simon Plank
Sentinel-1-Based Water and Flood Mapping: Benchmarking Convolutional Neural Networks Against an Operational Rule-Based Processing Chain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Michaela Rättich, Sandro Martinis, Marc Wieland
Automatic Flood Duration Estimation Based on Multi-Sensor Satellite Data. Remote. Sens. 12 (4) (2020)
Lisa Knopp, Marc Wieland, Michaela Rättich, Sandro Martinis
A Deep Learning Approach for Burned Area Segmentation with Sentinel-2 Data. Remote. Sens. 12 (15) (2020)
Sandro Martinis, Marc Wieland, Michaela Rättich, Christian Böhnke, Torsten Riedlinger
Automatic Near-Real Time Flood Extent and Duration Mapping based On Multi-Sensor Earth Observation Data. IGARSS (2020)
Yu Li, Sandro Martinis, Marc Wieland, Stefan Schlaffer, Ryo Natsuaki
Urban Flood Mapping Using SAR Intensity and Interferometric Coherence via Bayesian Network Fusion. Remote. Sens. 11 (19) (2019)
Marc Wieland, Sandro Martinis
A Modular Processing Chain for Automated Flood Monitoring from Multi-Spectral Satellite Data. Remote. Sens. 11 (19) (2019)
Christian Geiß, Matthias Thoma, Massimiliano Pittore, Marc Wieland, Stefan W. Dech, Hannes Taubenböck
Multitask Active Learning for Characterization of Built Environments With Multisensor Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (12) (2017)
Marc Wieland, Massimiliano Pittore
A Spatio-Temporal Building Exposure Database and Information Life-Cycle Management Solution. ISPRS Int. J. Geo Inf. 6 (4) (2017)
Marc Wieland, Wen Liu, Fumio Yamazaki
Learning Change from Synthetic Aperture Radar Images: Performance Evaluation of a Support Vector Machine to Detect Earthquake and Tsunami-Induced Changes. Remote. Sens. 8 (10) (2016)
Massimiliano Pittore, Marc Wieland, Mustafa Errize, Cagatay Kariptas, Ismet Güngör
Improving Post-Earthquake Insurance Claim Management: A Novel Approach to Prioritize Geospatial Data Collection. ISPRS Int. J. Geo Inf. 4 (4) (2015)
Marc Wieland, Massimiliano Pittore
Performance Evaluation of Machine Learning Algorithms for Urban Pattern Recognition from Multi-spectral Satellite Images. Remote. Sens. 6 (4) (2014)
Marc Wieland, Massimiliano Pittore, Stefano Parolai, Jochen Zschau
Exposure Estimation from Multi-Resolution Optical Satellite Imagery for Seismic Risk Assessment. ISPRS Int. J. Geo Inf. 1 (1) (2012)
Marc Wieland, Massimiliano Pittore, Stefano Parolai, Jochen Zschau
Remote sensing and omnidirectional imaging for efficient building inventory data-capturing: Application within the Earthquake Model Central Asia. IGARSS (2012)