Current Paddy Sensor Data
Drought Risk Guide
0–20%
LOW
20–30%
WATCH
30–50%
MEDIUM
50–70%
HIGH
70–100%
CRITICAL
How the system works:
The current paddy sensor measurements are given to
the trained Random Forest model. The model estimates
the probability of drought stress approximately
60 minutes ahead.
The probability is converted into a risk level and
a recommended next action.
Important:
This is an AI early-warning prototype. The current
60-minute dataset uses simulated timestamps, so
real timestamped sensor data and field validation
are required before using the system for real
irrigation decisions.