A simple Shiny web application to estimate crop yield
based on rainfall and temperature inputs.
Problem Statement:
Farmers need quick estimates of expected crop yield
based on environmental conditions.
This app allows users to: - Select rainfall
- Select temperature
- Instantly view predicted yield
Deployed online at:
https://sgiepz-abhishek-arya0m.shinyapps.io/CropPredictApp/
User Inputs: - Rainfall (mm) - Temperature (°C)
Users adjust sliders and the output updates automatically.
Below is an R code example using the same formula as the app:
rain <- 500 temp <- 25 predictedYield <- (rain * 0.05) + (temp * 2) predictedYield
## [1] 75
Benefits:
Simple and interactive Real-time prediction Beginner-friendly UI
Future Scope:
Use real agricultural datasets Add fertilizer suggestions Improve prediction model
Thank you!