Automatic Extraction of Water Bodies from TerraSAR-X Data. - Thomas Hahmann; Achim Roth; Sandro Martinis; André Twele; Astrid Gruber (IGARSS (3), 2008)

A Hierarchical Spatio-Temporal Markov Model for Improved Flood Mapping Using Multi-Temporal X-Band SAR Data. - Sandro Martinis; André Twele (Remote. Sens., 2010)

Unsupervised Extraction of Flood-Induced Backscatter Changes in SAR Data Using Markov Image Modeling on Irregular Graphs. - Sandro Martinis; André Twele; Stefan Voigt (IEEE Trans. Geosci. Remote. Sens., 2011)

A multi-scale Markov model for unsupervised oil spill detection in TerraSAR-X data. - Sandro Martinis; Monika Gähler; André Twele (IGARSS, 2012)

Automatic oil spill detection in TerraSAR-X data using multi-contextual Markov modeling on irregular graphs. - Sandro Martinis (IPTA, 2012)

A Multi-Scale Flood Monitoring System Based on Fully Automatic MODIS and TerraSAR-X Processing Chains. - Sandro Martinis; André Twele; Christian Strobl; Jens Kersten; Enrico Stein (Remote. Sens., 2013)

Towards a global SAR-based flood mapping service. - Sandro Martinis; André Twele; Stefan Voigt; Günter Strunz (IGARSS, 2014)

Time series analysis of multi-frequency SAR backscatter and bistatic coherence in the context of flood mapping. - Sandro Martinis; Benjamin Fissmer; Christoph Rieke (MultiTemp, 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)

Backscatter Analysis Using Multi-Temporal and Multi-Frequency SAR Data in the Context of Flood Mapping at River Saale, Germany. - Sandro Martinis; Christoph Rieke (Remote. Sens., 2015)

Improving the extraction of crisis information in the context of flood, landslide, and fire rapid mapping using SAR and optical remote sensing data. - Claire Huber; Stephen Clandillon; Sandro Martinis; André Twele; Simon Plank; Jérôme Maxant; Wenxi Cao; Sadri Haouet; Hervé Yésou; Stéphane May (IGARSS, 2016)

Landslide Mapping in Vegetated Areas Using Change Detection Based on Optical and Polarimetric SAR Data. - Simon Plank; André Twele; Sandro Martinis (Remote. Sens., 2016)

Automatic SAR-based flood detection using hierarchical tile-ranking thresholding and fuzzy logic. - Wenxi Cao; Sandro Martinis; Simon Plank (IGARSS, 2017)

Improving flood mapping in arid areas using SENTINEL-1 time series data. - Sandro Martinis (IGARSS, 2017)

Mapping burn scars, fire severity and soil erosion susceptibility in Southern France using multisensoral satellite data. - Sandro Martinis; Mathilde Caspard; Simon Plank; Stephen Clandillon; Sadri Haouet (IGARSS, 2017)

Combining polarimetric sentinel-1 and ALOS-2/PALSAR-2 imagery for mapping of flooded vegetation. - Simon Plank; Martin Jussi; Sandro Martinis; André Twele (IGARSS, 2017)

A Sentinel-1 Times Series-Based Exclusion Layer for Improved Flood Mapping in Arid Areas. - Sandro Martinis (IGARSS, 2018)

DLR'S Contributions to Emergency Response within the International Charter 'Space and Major Disasters'. - Sandro Martinis; André Twele; Simon Plank; Jens Danzeglocke; Hendrik Zwenzner; Günter Strunz; Hans-Peter Lüttenberg; Stefan W. Dech (IGARSS, 2018)

Burn Scar Detection Using Polarimetric ALOS-2 Data. - Simon Plank; Susanne Karg; Sandro Martinis (IGARSS, 2018)

An automatic change detection approach for rapid flood mapping in Sentinel-1 SAR data. - Yu Li 020; Sandro Martinis; Simon Plank; Ralf Ludwig (Int. J. Appl. Earth Obs. Geoinformation, 2018)

The Use of Sentinel-1 Time-Series Data to Improve Flood Monitoring in Arid Areas. - Sandro Martinis; Simon Plank; Kamila Cwik (Remote. Sens., 2018)

A Fully Automatic Burnt Area Mapping Processor Based on AVHRR Imagery - A TIMELINE Thematic Processor. - Simon Plank; Sandro Martinis (Remote. Sens., 2018)

Monitoring of the 2015 Villarrica Volcano Eruption by Means of DLR's Experimental TET-1 Satellite. - Simon Plank; Michael Nolde; Rudolf Richter; Christian Fischer 005; Sandro Martinis; Torsten Riedlinger; Elisabeth Schoepfer; Doris Klein (Remote. Sens., 2018)

Detection of Temporary Flooded Vegetation Using Sentinel-1 Time Series Data. - Viktoriya Tsyganskaya; Sandro Martinis; Philip Marzahn; Ralf Ludwig (Remote. Sens., 2018)

Urban Flood Mapping Using SAR Intensity and Interferometric Coherence via Bayesian Network Fusion. - Yu Li 020; Sandro Martinis; Marc Wieland; Stefan Schlaffer; Ryo Natsuaki (Remote. Sens., 2019)

The July/August 2019 Lava Flows at the Sciara del Fuoco, Stromboli-Analysis from Multi-Sensor Infrared Satellite Imagery. - Simon Plank; Francesco Marchese; Carolina Filizzola; Nicola Pergola; Marco Neri 001; Michael Nolde; Sandro Martinis (Remote. Sens., 2019)

A Modular Processing Chain for Automated Flood Monitoring from Multi-Spectral Satellite Data. - Marc Wieland; Sandro Martinis (Remote. Sens., 2019)

Automatic Near-Real Time Flood Extent and Duration Mapping based On Multi-Sensor Earth Observation Data. - Sandro Martinis; Marc Wieland; Michaela Rättich; Christian Böhnke; Torsten Riedlinger (IGARSS, 2020)

A Deep Learning Approach for Burned Area Segmentation with Sentinel-2 Data. - Lisa Knopp; Marc Wieland; Michaela Rättich; Sandro Martinis (Remote. Sens., 2020)

Automatic Flood Duration Estimation Based on Multi-Sensor Satellite Data. - Michaela Rättich; Sandro Martinis; Marc Wieland (Remote. Sens., 2020)

The New, Systematic Global Flood Monitoring Product of the Copernicus Emergency Management Service. - Peter Salamon; Niall Mctlormick; Christopher Reimer; Tom Clarke; Bernhard Bauer-Marschallinger; Wolfgang Wagner 001; Sandro Martinis; Candace Chow; Christian Böhnke; Patrick Matgen; Marco Chini; Renaud Hostache; et al. (IGARSS, 2021)

Extrapolating Satellite-Based Flood Masks by One-Class Classification - A Test Case in Houston. - Fabio Brill; Stefan Schlaffer; Sandro Martinis; Kai Schröter; Heidi Kreibich (Remote. Sens., 2021)

Sentinel-1-Based Water and Flood Mapping: Benchmarking Convolutional Neural Networks Against an Operational Rule-Based Processing Chain. - Max Helleis; Marc Wieland; Christian Krullikowski; Sandro Martinis; Simon Plank (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Enabling Global Processing of Reference Water Products for Flood Mapping using Kubernetes and STAC. - Sandro Groth; Florian W. Fichtner; Marc Wieland; Nico Mandery; Torsten Riedlinger; Sandro Martinis (IGARSS, 2023)

AD-HOC Situational Awareness During Floods Using Remote Sensing Data and Machine Learning Methods. - Marc Wieland; Nina Merkle; Anne Schneibel; Corentin Henry; Konstanze Lechner; Xiangtian Yuan; Seyed Majid Azimi; Veronika Gstaiger; Sandro Martinis (IGARSS, 2023)

Estimating Ensemble Likelihoods for the Sentinel-1-Based Global Flood Monitoring Product of the Copernicus Emergency Management Service. - Christian Krullikowski; Candace Chow; Marc Wieland; Sandro Martinis; Bernhard Bauer-Marschallinger; Florian Roth; Patrick Matgen; Marco Chini; Renaud Hostache; Yu Li 020; Peter Salamon (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Joint use of Sentinel-2 and Sentinel-1 data for rapid mapping of volcanic eruption deposits in Southeast Asia. - Aiym Orynbaikyzy; Simon Plank; Yenni Vetrita; Sandro Martinis; Imam Santoso; Rido Dwi Ismanto; Farikhotul Chusnayah; Arum Tjahjaningsih; Suwarsono; Nicola Genzano; Francesco Marchese; Muhammad Rokhis Khomarudin; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Time-series analysis of Sentinel-1/2 data for flood detection using a discrete global grid system and seasonal decomposition. - Florian W. Fichtner; Nico Mandery; Marc Wieland; Sandro Groth; Sandro Martinis; Torsten Riedlinger (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Using Sentinel-1/2 Time Series Data to Investigate Surface Water Changes after the Nova Kakhovka Dam Destruction in Ukraine. - Sandro Groth; Inga Lammers; Marc Wieland; Simon Plank; Sandro Martinis (IGARSS, 2024)

A Multi-Sensor System for Surface Water Extraction: Application Examples in the Context of Disaster Management. - Sandro Martinis; Marc Wieland; Sandro Groth (IGARSS, 2024)

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

S1S2-Water: A Global Dataset for Semantic Segmentation of Water Bodies From Sentinel- 1 and Sentinel-2 Satellite Images. - Marc Wieland; Florian W. Fichtner; Sandro Martinis; Sandro Groth; Christian Krullikowski; Simon Plank; Mahdi Motagh (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)