Investor Presentaiton
Input variables
Observations
+
YES (68%)
Slope 13%?
Observations
Veg-37?
NO (32%)
Temp > 28 °C?
Machine Learning
approach: Random
Forest
YES (30%)
Prec 120mm?
NO (38%)
YES (32%)
NO (6%)
YES (10%)
NO (20%)
Observations
Veg-37?
Observations
Veg-37?
YES (68%)
NO (32%)
Slope 13% ?
Temp > 28 °C?
YES (30%)
Prec 120mm?
NO (38%)
YES (32%)
NO (6%)
YES (68%)
NO (32%)
Slope 13% ?
Temp > 28 °C?
YES (30%)
NO (38%)
YES (32%)
NO (6%)
YES (10%)
NO (20%)
Prec 120mm ?
YES (10%)
NO (20%)
Observations
YES (68%)
Slope 13% ?
Veg-37?
NO (32%)
Temp > 28 °C?
YES (30%)
NO (38%)
YES (32%)
NO (6%)
Prec 120mm?
YES (10%)
NO (20%)
Ensemble of decision trees
Output
(susceptibility map)
High probability
Low probability
CC
0
WILDFIRE SUSCEPTIBILITY MAPPING IN LIGURIA (ITALY).
4
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