RISE Research Radar

Computer Science Open House 2022-2025

2024

Creating and Leveraging a Synthetic Dataset for Cloud Detection in MSI

Olof Mogren, Aleksis Pirinen, Thomas Ohlson Timoudas

Summary

Creating and Leveraging a Synthetic Dataset of Cloud Optical Thickness Measures for Cloud Detection in MSI. 200,000 synthetic data points for training ML models. Partnership with Swedish Forest Agency for validation.

Themes

machine-learningearth-observation

Keywords

cloud detection, synthetic data, satellite imagery, MSI, Swedish Forest Agency

Poster

Creating and Leveraging a Synthetic Dataset for Cloud Detection in MSI poster

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