Hi, Data Scientists. 😃
We are working on predicitng different climate types in North American Continent.
This research has a focus on using supervised and unsupervised learning like Bayesian CNN and Self Organizing Maps to predict different climate types.
Datasets: We received 10 years of Pressure and Wind data for North American Continent in csv format.
Region of Interests: As the contour lines moves as time goes by, we can see they form areas in a circle that we interested in.
Climate types: There are four different types of climate types based on the pressure mapping in ROI.
| climate type | Description |
|---|---|
| COL | a weather system that has become detached or "cut off" from the main jet stream |
| CL | really similar to COL, but a little bit different in how contour lines mapped |
| COH | areas of relatively high atmospheric pressure compared to their surroundings |
| NROI | Non Region of Interet |
Goal: Try to determine different climate type from pressure and wind maps