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Cognitive insect mortality (Inputs (Latittude/longitude, Country, City…
Cognitive insect mortality
Inputs
Latittude/longitude
Country
City (Discrete)
Weather temperature
Weather relative humidity (continuous)
Pressure
Indoor temperature (continuous)
Indoor relative humidity
Month of year
Asset type
PH3 dosage(continuous/discrete)
PH3 concentration (ppm)
Pest species (discrete/multiclass)
Pest age
PH3 tolerant (yes/no)
Asset height/diameter etc.
Distance from PH3 source
Time above 300 ppm, Time above 100 ppm etc.
Fumigant concentration(raw time series)
Indoor temperature raw time series
Fumigant type
Outputs
Percentage of pests killed (per species?)
Missing data
Maximum likelihood estimation
Representation
Model
Neural network
Logistic regression
Support vector machines