How bleached is your reef?

Adjust the features below....more text

Begin Prediction
- %bleached

Environmental Parameters

Drag sliders to adjust reef conditions

Thermal Stress

5.0
030
8.0
050
4.0
030
0.30
01
0.50
01
2.0
010

Sea Surface Anomaly

0.5
-3°C+5°C
3.0
030
6.0
040
2.5
030
0.40
01
0.60
01

Environment

27.0
20°C35°C
26.0
18°C35°C
0.2
05
5.0
0m40m
10.0
0km200km
1.0
010

Location

0.50
ShelteredExposed
2
AtlanticArabian
AtlanticIndianPacificRed SeaArabian

Running model inference...

% BLEACHED

Run the prediction to see results.

Model Performance

Random Forest
Algorithm
0.576
R² Score
136.7
MSE
11.69
RMSE
100
Estimators
BCO-DMO
Data Source