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Classroom Contents
Climate Data Science: A Tour - Professor Doug Nychka, National Center for Atmospheric Research
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- 1 Intro
- 2 Climate Data Science: A tour
- 3 Context Climate is what you expect
- 4 PART 1 continued Climate models
- 5 Earth Climate System
- 6 Climate as a dynamical system
- 7 How is this model computed?
- 8 Observations
- 9 North American Rainfall
- 10 Multi-resolution representation
- 11 Estimated field and prediction errors
- 12 Ensembles
- 13 Combining models and data
- 14 Detection and Attribution
- 15 Results for temperature trends
- 16 Inference on signals
- 17 Climate model output
- 18 Pattern scaling
- 19 Individual patterns
- 20 Does this work?
- 21 The model as data NCAR CESM
- 22 Graphical analysis test case
- 23 Summary Data Science challenges for the Earth System
