Dr. Marcela Charfuelan Oliva

Organizational unit Smart Data & Knowledge Services

Contact +49 631 20575 7043 (Kaiserslautern)

Marcela.Charfuelan@dfki.de

Address (Kaiserslautern)

Publications

All publications

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.
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications
Francisco Mena; Diego Arenas; Marcela Charfuelan Oliva; Marlon Nuske; Andreas Dengel
In: Proceedings of the IEEE International Geoscience and Remote Sensing Symposium 2024. IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2024), July 7-12, Athens, Greece, IEEE GRSS, IEEE, 2024.
PREDICTING CROP YIELD WITH MACHINE LEARNING: AN EXTENSIVE ANALYSIS OF INPUT MODALITIES AND MODELS ON A FIELD AND SUB-FIELD LEVEL
Deepak Kumar Pathak; Miro Miranda Lorenz; Francisco Mena; Cristhian Sanchez; Patrick Helber; Benjamin Bischke; Peter Habelitz; Hiba Najjar; Jayanth Siddamsetty; Diego Arenas; Michaela Vollmer; Marcela Charfuelan Oliva; Marlon Nuske; Andreas Dengel
In: 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2023), WE4.R8: Agricultural Yield Estimation and Prediction I, July 16-21, Pasadena, California, USA, IEEE, 10/2023.

Profile

Rwanda_Weather_events
Rwanda Extreme Weather Events
In close collaboration with the Rwanda Space Agency, we develop machine learning tools to understand and monitor extreme weather events. We specifically focus on the use of remote sensing data for…
FloReST
Urban FloodResilience - Smart Tools
Partners
Das Projektkonsortium besteht aus der Hochschule Koblenz (Konsortialführer), der Universität Trier, der Hochschule Trier mit dem Umwelt-Campus Birkenfeld (UCB), dem Deutschen Forschungszentrum…
AI4EO Solution Factory
Artificial Intelligence for Earth Observation Solution Factory
Within the AI4EO Solution Factory we combine our AI expertise with EO data to develop customized state-of-the-art solutions for business cases as diverse as agriculture, urban planning disaster…
SSPNet
Social Signal Processing Network
The ability to understand and manage social signals of a person we are communicating with is the core of social intelligence. Social intelligence is a facet of human intelligence that has been argued…