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Deforestation Modelling for WWF Australia

Screenshot 2026-01-21 at 2 55 42 pm

[https://vmap.au/map]

Objective: Predict annual forests and therefore temporal trends of forest loss. Attribution and filtering of forest losses due to natural causes.

Method:
Random Forest Regression for Woody Coverage Prediction;
Scientifically Informed Thresholding (Coverage -> Crown Covers -> Forests);
False Positives Removal with Ancillary Bushfire Datasets

Example results:

Screenshot 2026-01-21 at 3 15 48 pm Screenshot 2026-01-21 at 3 22 54 pm

Metrics:

Screenshot 2026-01-21 at 3 26 07 pm

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Core components from forest prediction & deforestation attribution project for WWF Australia.

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