Current Water Parameters -

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Monitoring Timeline

Set when monitoring started (Day 1).
Current Day
Day 30
Expected Post Larvae Window
Day 20–30 ( 2026-03-06 to 2026-03-16 )
Progress to Day 30: 100%

Automated Feeding System

Active
On/Off
/ 4
Status 1 / 4
Feeding Schedule
Feeding 1
Feeding 2
Feeding 3
Feeding 4

In Progress

Day 20

Next Feeding

18:00

Last feeding: 6 days ago

Mortality Rate Prediction

Starting number of Larvae 1,000
Predicted Mortality 499
Mortality Rate: 49.9%

Based on current water parameters and historical data

Larvae Count
These emails will receive alerts when any water parameter is outside ideal range.

Mortality Rate Prediction - ML Model Predictions

Multiple Linear Regression

MLR
0.0%
Predicted Mortality Rate
Predicted Mortality
0
Initial Larvae
0
Uses gradient descent to find the best-fit relationship between water parameters and mortality.

Random Forest

RF
0.0%
Predicted Mortality Rate
Predicted Mortality
0
Initial Larvae
0
Ensemble of decision trees trained on bootstrapped samples for robust mortality predictions.

XGBoost

XGB
0.0%
Predicted Mortality Rate
Predicted Mortality
0
Initial Larvae
0
Sequentially boosted decision trees that learn from previous errors for higher mortality prediction accuracy.