Marlon Nuske

32 papers C 11Misc 3Journal 18
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Deep Learning Emulators for Large-Scale, High-Resolution Urban Pluvial Flood Prediction.
KI
Dinesh Krishna Natarajan, Marco Stricker, Rushan Mukherjee, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2025 J jnl
Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel
2025 J jnl
Intrinsic Explainability of Multimodal Learning for Crop Yield Prediction.
CoRR
Hiba Najjar, Deepak Pathak, Marlon Nuske, Andreas Dengel
2025 J jnl
Intrinsic explainability of multimodal learning for crop yield simulation.
Comput. Electron. Agric.
Hiba Najjar, Deepak Pathak, Marlon Nuske, Andreas Dengel
2024 J jnl
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction.
CoRR
Francisco Alejandro Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel
2024 C conf
Assessment of Sentinel-2 Spatial and Temporal Coverage Based on the Scene Classification Layer.
IGARSS
Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2024 J jnl
Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer.
CoRR
Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2024 J jnl
Common Practices and Taxonomy in Deep Multiview Fusion for Remote Sensing Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
2024 J jnl
Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features.
CoRR
Hiba Najjar, Marlon Nuske, Andreas Dengel
2024 J jnl
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing.
CoRR
Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel
2024 C conf
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications.
IGARSS
Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2024 J jnl
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications.
CoRR
Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2024 C conf
Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels.
IGARSS
Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel
2024 J jnl
Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation.
IEEE Computer Graphics and Applications
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024 Misc conf
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites.
QCE
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024 J jnl
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites.
CoRR
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024 Misc conf
Qubit-Efficient Variational Quantum Algorithms for Image Segmentation.
QCE
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024 J jnl
Qubit-efficient Variational Quantum Algorithms for Image Segmentation.
CoRR
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel
2024 J jnl
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping.
CoRR
Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel
2024 C conf
Xai-Guided Enhancement of Vegetation Indices for Crop Mapping.
IGARSS
Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel
2023 C conf
A Comparative Assessment of Multi-View Fusion Learning For Crop Classification.
IGARSS
Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
2023 J jnl
A Comparative Assessment of Multi-view fusion learning for Crop Classification.
CoRR
Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
2023 J jnl
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications.
CoRR
Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel
2023 C conf
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models.
IGARSS
Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Alejandro Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023 C conf
Effect Of Terrain Information On Multimodal Deep Learning For Flood Disaster Detection.
IGARSS
Takashi Miyamoto, Marco Stricker, Jun Ogishima, Kevin Iselborn, Marlon Nuske, Andreas Dengel
2023 C conf
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing.
IGARSS
Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Alejandro Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023 C conf
Fusing Digital Elevation Maps with Satellite Imagery for Flood Mapping.
IGARSS
Marco Stricker, Takashi Miyamoto, Kevin Iselborn, Marlon Nuske, Andreas Dengel
2023 C conf
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions.
IGARSS
Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Alejandro Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel
2023 J jnl
On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches.
CoRR
Kevin Iselborn, Marco Stricker, Takashi Miyamoto, Marlon Nuske, Andreas Dengel
2023 J jnl
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level.
CoRR
Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023 C conf
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level.
IGARSS
Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel
2023 J jnl
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation.
CoRR
Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel