Lecture series : Introduction to satellite remote sensing and ML methods to analyze satellite data
Total number of hours: 10
Lecturer: Dr. Claudia Acquistapace
Affiliation: Institute for geophysics and meteorology
University of Cologne.
Pohligstrasse 3, 50969 Koeln (DE)
Lecturer: Dr. Claudia Acquistapace
Affiliation: Institute for geophysics and meteorology
University of Cologne.
Pohligstrasse 3, 50969 Koeln (DE)
Lecture 1 | Introduction to satellite meteorology (2h)
Note: unfortunately, for reason of time, the notes of the lecture 1 do not contain all the topics included in the slides yet. Apologies.
Lecture 2 | Microwave and infrared (3h)
Lecture 3a | How to exploit satellite data for climate change (1h)
Lecture 3b | Data driven approach to classification (1h)
Lecture 4a | from fully connected layers to CNN: monitoring the learning process (1h)
Lecture 4b | Generative and classification models: working with satellite data (2h)
