Friday HackHour. Convolutional Neural Networks Part II: adding a land mask

[eeholmes]

@nmfs-openscapes/2024-science-teams

Friday June 14 @ 11am PT/2pm ET.

If you have not registered for the Zoom link, do so here (you only need to do once) Register here for video links. Open to non-NOAA folks too.

On Friday, we will continue our exploration of a simple Convolutional Neural Networks. We will return to the simple chlorophyll prediction CNN with SST and salinity as predictors. I will show how to include the land mask in our model so it can "learn" the land/ocean boundary and we will learn how to include a seasonality term. See the HackHour website.

With these additions, we will get to a model that starts getting the spatial details better.

Note if you don't see the NVIDIA option when you go to the JupyterHub https://nmfs-openscapes.2i2c.cloud/, ping me (here) and I will add you to the GPU group.