Code scripts and data reesources used in the Project Report "An Analysis of Climate Change's Impact on Corn in Minnesota".
Project Report will be uploaded as a pdf once the paper is officially submitted.
The following scripts can be found in the "Code" folder. Code was written by Eric Zhang and Brandon Guo.
temp_sinusoid.py - Sinusoidal fit for temperature forecast randomwalk.py - Random Walk simulations for precipitation forecast lossAnalysisAnnual.py - Synthesis model for previous two forecasts
The following dataseets can be found in the "Data" folder. Data was collected by Parth Asawa, Richard Liu, and Eric Zhang. Pre-processing performed by BG and EZ.
IndemnityByYear.csv - output loss for crops MinnesotaMonthlyPDSI.csv - PDSI monthly reads MinnesotaMonthlyTemperature.csv - monthly temp reads ProductionByCounty.csv - production values for Minnesotan counties UpdatedClimateDataByCounty.csv - yearly data for general metereological statisticss.