10:40 - 12:20 - Room: Garden Room + Google Calendar + iCal export

C1.07.2 ML4Earth: Machine Learning for Earth - 2 GO BACK

Chairs: Prof. Jonathan Bamber (University of Bristol), Prof. Dr. Richard Bamler (German Aerospace Center & Technical University of Munich)

10:40 10:55	Deep Learning for Monitoring Permafrost Disturbances Presenter: Konrad Heidler (German Aerospace Center (DLR))
10:55 11:10	Machine learning-based identification and classification of ocean eddies Presenter: Eike Bolmer (Remote Sensing Group, Institute of Geodesy and Geoinformation, University of Bonn)
11:10 11:25	EO data exploitation ML techniques to forecast extreme hurricanes Presenter: Javier Martinez-Amaya (University of Valencia)
11:25 11:40	A novel hybrid machine learning phasor-based approach to retrieve full set of solar-induced fluorescence metrics and biophysical parameters from model simulations and field data Presenter: Prof. Dr. Laura Sironi (Università degli Studi di Milano - Bicocca)
11:40 11:55	Deep learning for weather forecasting Presenter: Dr. Bing Gong (Forschungszentrum Jülich GmbH)
11:55 12:10	Two approaches for the application of deep neural networks to retrieve cloud properties for Sentinel-4 (S4) and TROPOMI / Sentinel-5 Precursor (S5P) Presenter: Fabian Romahn (German Aerospace Center (DLR), Remote Sensing Technology Institute)

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