Data-Centric Machine Learning for Earth Observation: Necessary and
Sufficient Features

Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features

21 August 2024

Marlon Nuske

Andreas Dengel

Papers citing "Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features"

4 / 4 papers shown

Title
On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation? Francisco Mena Diego Arenas Miro Miranda A. Dengel 40 1 0 25 Mar 2025
Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach Francisco Mena Diego Arenas A. Dengel 41 1 0 03 Jan 2025
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing Hiba Najjar Miro Miranda Marlon Nuske R. Roscher A. Dengel 25 0 0 11 Jul 2024
In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data Francisco Mena Diego Arenas A. Dengel 59 2 0 25 Mar 2024