Marc Rußwurm
Wageningen University & Research(NL)
Publications by Year
Research Areas
Remote Sensing in Agriculture, Remote-Sensing Image Classification, Time Series Analysis and Forecasting, Remote Sensing and LiDAR Applications, Cryospheric studies and observations
Most-Cited Works
- Tslearn, A Machine Learning Toolkit for Time Series Data(2020)
- → Self-attention for raw optical Satellite Time Series Classification(2020)320 cited
- → Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery(2019)114 cited
- → MULTI-TEMPORAL LAND COVER CLASSIFICATION WITH LONG SHORT-TERM MEMORY NEURAL NETWORKS(2017)94 cited
- → End-to-end learned early classification of time series for in-season crop type mapping(2023)83 cited
- → BREIZHCROPS: A TIME SERIES DATASET FOR CROP TYPE MAPPING(2020)74 cited
- → Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery(2018)31 cited
- → SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery(2025)30 cited
- → TOWARDS DETECTING FLOATING OBJECTS ON A GLOBAL SCALE WITH LEARNED SPATIAL FEATURES USING SENTINEL 2(2021)28 cited
- → Large-scale detection of marine debris in coastal areas with Sentinel-2(2023)28 cited