SimFarm2030

This GitHub contains python scripts which will allow the reading and plotting of netCDF4 files as well as adapted FACYNation codes

Andrew To Do

• Create Python script to read netCDF4 files
• Create Python scipt to plot the data
• Collect ALL data needed
• Start adapting FACYNation codes
• Train model on 5 regions and predict on a sixth

To Do

• Model AOT40 over the entire county. Can then be used as an input to yield model (3-D Guassian)
• Change stan model from monthly rain/temp inputs to daily
• Define a weighting for months running up to harvest
• Compare test site to performance over the UK.

Here are some example images from the project's data so far.

Plot Of Average Monthly Temp	Plot Of Daily Rainfall

Here is a flow chart explaining the process of adapting the FACYnation codes (Clickable links only available as PDF found at bottom of page)

https://raw.githubusercontent.com/AnBowell/SimFarm2030/master/Example_Images/FlowChart/FACY2SIM.pdf