Miro Miranda

According to our database, Miro Miranda authored at least 15 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

YieldSAT: A Multimodal Benchmark Dataset for High-Resolution Crop Yield Prediction.

Miro Miranda, Deepak Pathak, Patrick Helber, Benjamin Bischke, Hiba Najjar, Francisco Alejandro Mena, Cristhian Sanchez, Akshay Pai, Diego Arenas, Matias Valdenegro-Toro, Marcela Charfuelan, Marlon Nuske, Andreas Dengel

CoRR, April, 2026

2025

On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation?

Francisco Alejandro Mena, Diego Arenas, Miro Miranda, Andreas Dengel

CoRR, March, 2025

Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting.

Miro Miranda, Marcela Charfuelan, Andreas Dengel

CoRR, January, 2025

Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing.

Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks.

Miro Miranda, Francisco Alejandro Mena, Andreas Dengel

Proceedings of the Advances in Intelligent Data Analysis XXIII, 2025

Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks.

Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Informed Learning for Estimating Drought Stress at Fine-Scale Resolution Enables Accurate Yield Prediction.

Miro Miranda, Marcela Charfuelan, Matias Valdenegro-Toro, Andreas Dengel

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing.

Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel

CoRR, 2024

Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction.

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

CoRR, 2024

Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels.

Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel

Proceedings of the IGARSS 2024, 2024

2023

Influence of Data Cleaning Techniques on Sub-Field Yield Predictions.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Controlled Multi-modal Image Generation for Plant Growth Modeling.

Miro Miranda, Lukas Drees, Ribana Roscher

Proceedings of the 26th International Conference on Pattern Recognition, 2022