Sandro Martinis

44 papers C 17Journal 24Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Land surface change detection after major volcanic eruptions in Indonesia using Machine learning and Spatial-Temporal transferability. Int. J. Appl. Earth Obs. Geoinformation Aiym Orynbaikyzy, Imam Santoso, Moritz Rösch, Sandro Martinis, Rido Dwi Ismanto, Yenni Vetrita, Muhammad Rokhis Khomarudin, Günter Strunz, Simon Plank
2025	J	`jnl`	Satellite Data for Economic Insights: Towards Tracking Automotive Production in Germany With Sentinel-1 for Economic Nowcasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Franziska Kraft, Sandro Martinis, Christian Krullikowski, Simon Plank, Anca Anghelea, José Manuel Delgado Blasco, Klara Schönenberger, Maren Köhlmann, Melanie Brauchler
2024	C	`conf`	A Multi-Sensor System for Surface Water Extraction: Application Examples in the Context of Disaster Management. IGARSS Sandro Martinis, Marc Wieland, Sandro Groth
2024	J	`jnl`	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. Marc Wieland, Florian W. Fichtner, Sandro Martinis, Sandro Groth, Christian Krullikowski, Simon Plank, Mahdi Motagh
2024	C	`conf`	Toward Scalable Damage Assessment for Rapid Disaster Response. IGARSS Marc Wieland, Victor Hertel, Christian Geiss, Sandro Martinis, Konstanze Lechner
2024	C	`conf`	Using Sentinel-1/2 Time Series Data to Investigate Surface Water Changes after the Nova Kakhovka Dam Destruction in Ukraine. IGARSS Sandro Groth, Inga Lammers, Marc Wieland, Simon Plank, Sandro Martinis
2023	C	`conf`	AD-HOC Situational Awareness During Floods Using Remote Sensing Data and Machine Learning Methods. IGARSS Marc Wieland, Nina Merkle, Anne Schneibel, Corentin Henry, Konstanze Lechner, Xiangtian Yuan, Seyed Majid Azimi, Veronika Gstaiger, Sandro Martinis
2023	C	`conf`	Enabling Global Processing of Reference Water Products for Flood Mapping using Kubernetes and STAC. IGARSS Sandro Groth, Florian W. Fichtner, Marc Wieland, Nico Mandery, Torsten Riedlinger, Sandro Martinis
2023	J	`jnl`	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. Christian Krullikowski, Candace Chow, Marc Wieland, Sandro Martinis, Bernhard Bauer-Marschallinger, Florian Roth, Patrick Matgen, Marco Chini, Renaud Hostache, Yu Li, Peter Salamon
2023	J	`jnl`	Joint use of Sentinel-2 and Sentinel-1 data for rapid mapping of volcanic eruption deposits in Southeast Asia. Int. J. Appl. Earth Obs. Geoinformation 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, Günter Strunz
2023	J	`jnl`	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 Florian W. Fichtner, Nico Mandery, Marc Wieland, Sandro Groth, Sandro Martinis, Torsten Riedlinger
2022	J	`jnl`	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. Max Helleis, Marc Wieland, Christian Krullikowski, Sandro Martinis, Simon Plank
2021	J	`jnl`	Extrapolating Satellite-Based Flood Masks by One-Class Classification - A Test Case in Houston. Remote. Sens. Fabio Brill, Stefan Schlaffer, Sandro Martinis, Kai Schröter, Heidi Kreibich
2021	C	`conf`	The New, Systematic Global Flood Monitoring Product of the Copernicus Emergency Management Service. IGARSS Peter Salamon, Niall Mctlormick, Christopher Reimer, Tom Clarke, Bernhard Bauer-Marschallinger, Wolfgang Wagner, Sandro Martinis, Candace Chow, Christian Böhnke, Patrick Matgen, Marco Chini, Renaud Hostache, Luca Molini, Elisabetta Fiori, Andreas Walli
2020	J	`jnl`	A Deep Learning Approach for Burned Area Segmentation with Sentinel-2 Data. Remote. Sens. Lisa Knopp, Marc Wieland, Michaela Rättich, Sandro Martinis
2020	J	`jnl`	Automatic Flood Duration Estimation Based on Multi-Sensor Satellite Data. Remote. Sens. Michaela Rättich, Sandro Martinis, Marc Wieland
2020	C	`conf`	Automatic Near-Real Time Flood Extent and Duration Mapping based On Multi-Sensor Earth Observation Data. IGARSS Sandro Martinis, Marc Wieland, Michaela Rättich, Christian Böhnke, Torsten Riedlinger
2019	J	`jnl`	A Modular Processing Chain for Automated Flood Monitoring from Multi-Spectral Satellite Data. Remote. Sens. Marc Wieland, Sandro Martinis
2019	J	`jnl`	The July/August 2019 Lava Flows at the Sciara del Fuoco, Stromboli-Analysis from Multi-Sensor Infrared Satellite Imagery. Remote. Sens. Simon Plank, Francesco Marchese, Carolina Filizzola, Nicola Pergola, Marco Neri, Michael Nolde, Sandro Martinis
2019	J	`jnl`	Urban Flood Mapping Using SAR Intensity and Interferometric Coherence via Bayesian Network Fusion. Remote. Sens. Yu Li, Sandro Martinis, Marc Wieland, Stefan Schlaffer, Ryo Natsuaki
2018	J	`jnl`	A Fully Automatic Burnt Area Mapping Processor Based on AVHRR Imagery - A TIMELINE Thematic Processor. Remote. Sens. Simon Plank, Sandro Martinis
2018	C	`conf`	A Sentinel-1 Times Series-Based Exclusion Layer for Improved Flood Mapping in Arid Areas. IGARSS Sandro Martinis
2018	J	`jnl`	An automatic change detection approach for rapid flood mapping in Sentinel-1 SAR data. Int. J. Appl. Earth Obs. Geoinformation Yu Li, Sandro Martinis, Simon Plank, Ralf Ludwig
2018	C	`conf`	Burn Scar Detection Using Polarimetric ALOS-2 Data. IGARSS Simon Plank, Susanne Karg, Sandro Martinis
2018	C	`conf`	DLR'S Contributions to Emergency Response within the International Charter 'Space and Major Disasters'. IGARSS Sandro Martinis, André Twele, Simon Plank, Jens Danzeglocke, Hendrik Zwenzner, Günter Strunz, Hans-Peter Lüttenberg, Stefan W. Dech
2018	J	`jnl`	Detection of Temporary Flooded Vegetation Using Sentinel-1 Time Series Data. Remote. Sens. Viktoriya Tsyganskaya, Sandro Martinis, Philip Marzahn, Ralf Ludwig
2018	J	`jnl`	Monitoring of the 2015 Villarrica Volcano Eruption by Means of DLR's Experimental TET-1 Satellite. Remote. Sens. Simon Plank, Michael Nolde, Rudolf Richter, Christian Fischer, Sandro Martinis, Torsten Riedlinger, Elisabeth Schoepfer, Doris Klein
2018	J	`jnl`	The Use of Sentinel-1 Time-Series Data to Improve Flood Monitoring in Arid Areas. Remote. Sens. Sandro Martinis, Simon Plank, Kamila Cwik
2017	C	`conf`	Automatic SAR-based flood detection using hierarchical tile-ranking thresholding and fuzzy logic. IGARSS Wenxi Cao, Sandro Martinis, Simon Plank
2017	C	`conf`	Combining polarimetric sentinel-1 and ALOS-2/PALSAR-2 imagery for mapping of flooded vegetation. IGARSS Simon Plank, Martin Jussi, Sandro Martinis, André Twele
2017	C	`conf`	Improving flood mapping in arid areas using SENTINEL-1 time series data. IGARSS Sandro Martinis
2017	C	`conf`	Mapping burn scars, fire severity and soil erosion susceptibility in Southern France using multisensoral satellite data. IGARSS Sandro Martinis, Mathilde Caspard, Simon Plank, Stephen Clandillon, Sadri Haouet
2016	C	`conf`	Improving the extraction of crisis information in the context of flood, landslide, and fire rapid mapping using SAR and optical remote sensing data. IGARSS Claire Huber, Stephen Clandillon, Sandro Martinis, André Twele, Simon Plank, Jérôme Maxant, Wenxi Cao, Sadri Haouet, Hervé Yésou, Stéphane May
2016	J	`jnl`	Landslide Mapping in Vegetated Areas Using Change Detection Based on Optical and Polarimetric SAR Data. Remote. Sens. Simon Plank, André Twele, Sandro Martinis
2015	J	`jnl`	A Method for Detecting Buildings Destroyed by the 2011 Tohoku Earthquake and Tsunami Using Multitemporal TerraSAR-X Data. IEEE Geosci. Remote. Sens. Lett. Hideomi Gokon, Joachim Post, Enrico Stein, Sandro Martinis, André Twele, Matthias Mück, Christian Geis, Shunichi Koshimura, Masashi Matsuoka
2015	J	`jnl`	Backscatter Analysis Using Multi-Temporal and Multi-Frequency SAR Data in the Context of Flood Mapping at River Saale, Germany. Remote. Sens. Sandro Martinis, Christoph Rieke
2015	—	`conf`	Time series analysis of multi-frequency SAR backscatter and bistatic coherence in the context of flood mapping. MultiTemp Sandro Martinis, Benjamin Fissmer, Christoph Rieke
2014	C	`conf`	Towards a global SAR-based flood mapping service. IGARSS Sandro Martinis, André Twele, Stefan Voigt, Günter Strunz
2013	J	`jnl`	A Multi-Scale Flood Monitoring System Based on Fully Automatic MODIS and TerraSAR-X Processing Chains. Remote. Sens. Sandro Martinis, André Twele, Christian Strobl, Jens Kersten, Enrico Stein
2012	C	`conf`	A multi-scale Markov model for unsupervised oil spill detection in TerraSAR-X data. IGARSS Sandro Martinis, Monika Gähler, André Twele
2012	—	`conf`	Automatic oil spill detection in TerraSAR-X data using multi-contextual Markov modeling on irregular graphs. IPTA Sandro Martinis
2011	J	`jnl`	Unsupervised Extraction of Flood-Induced Backscatter Changes in SAR Data Using Markov Image Modeling on Irregular Graphs. IEEE Trans. Geosci. Remote. Sens. Sandro Martinis, André Twele, Stefan Voigt
2010	J	`jnl`	A Hierarchical Spatio-Temporal Markov Model for Improved Flood Mapping Using Multi-Temporal X-Band SAR Data. Remote. Sens. Sandro Martinis, André Twele
2008	—	`conf`	Automatic Extraction of Water Bodies from TerraSAR-X Data. IGARSS (3) Thomas Hahmann, Achim Roth, Sandro Martinis, André Twele, Astrid Gruber