Miro Miranda Lorenz

Publications

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

   Francisco Mena; Deepak Kumar Pathak; Hiba Najjar; Cristhian Sanchez; Patrick Helber; Benjamin Bischke; Peter Habelitz; Miro Miranda Lorenz; Jayanth Siddamsetty; Marlon Nuske; Marcela Charfuelan Oliva; Diego Arenas; Michaela Vollmer; Andreas Dengel

   In: Remote Sensing of Environment (RSE), Vol. 318, Pages 0-20, Elsevier, 3/2025.
2. Multi-Modal Fusion Methods with Local Neighborhood Information For Crop Yield Prediction at Field and Subfield Levels

   Miro Miranda Lorenz; Deepak Kumar Pathak; Marlon Nuske; Andreas Dengel (Hrsg.)

   IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2024), July 7-12, Athens, Greece, IEEE, 2024.
3. Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting

   Miro Miranda Lorenz; Marcela Charfuelan; Andreas Dengel

   In: Tackling Climate Change with Machine Learning (Hrsg.). NeurIPS 2024 Workshop on Tackling Climate Change with Machine Learning. Neural Information Processing Systems (NeurIPS-2024), NeurIPS 2024, located at NeurIPS, December 10-15, Vancouver, Britsh Columbia, Canada, DFKI Research Reports (RR), NeurIPS, 2024.