Overview
This investigation leverages R to dissect the relationship between climatic variables and agricultural output. By correlating rainfall and temperature patterns with historical yield data, the study identifies critical environmental thresholds required to maximize productivity.
Optimal Rainfall
154.57 mm
Optimal Temp
15 °C
/plot/Rainfall vs. Yield for Each Crop.png)
Primary Correlation Plot
Key Findings
-
Rainfall shows a strong positive correlation with total yield
(0.768). -
Temperature fluctuations have a minimal impact
(0.084)on current yield data. - Harvesting duration remains statistically independent of weather variables.
/plot/Rainfall Vs. Total Yield (Effect of Fertilizer on Crops).png)
/plot/Rainfall Vs. Total Yield (Effect of Irrigation on Crops).png)