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In this repository you will find the complete implementation of the model proposed in the paper entitled “Wildfire prediction using zero-inflated negative binomial mixed models: Application to Spain”

doi.org/10.1016/j.jenvman.2022.116788
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mbugallo/aZINB11Fires

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MODEL_DATA

MODEL_DATA

 
 

SPAIN_MAP

SPAIN_MAP

 
 

AEMET_year_month_province.csv

AEMET_year_month_province.csv

 
 

Bootstrap_resampling500.R

Bootstrap_resampling500.R

 
 

Data_and_preprocessing.R

Data_and_preprocessing.R

 
 

README.pdf

README.pdf

 
 

RRMSE_var_Fires500.csv

RRMSE_var_Fires500.csv

 
 

RSPE2015.txt

RSPE2015.txt

 
 

Spanish_maps.R

Spanish_maps.R

 
 

ZINBmodel.R

ZINBmodel.R

 
 

fires_year_month_province.xlsx

fires_year_month_province.xlsx

 
 

pred2015.txt

pred2015.txt

 
 

pred_summer2015.txt

pred_summer2015.txt

 
 

unrate_year_month_province.csv

unrate_year_month_province.csv

 
 

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In this repository you will find the complete implementation of the model proposed in the paper entitled “Wildfire prediction using zero-inflated negative binomial mixed models: Application to Spain”

doi.org/10.1016/j.jenvman.2022.116788

Topics

bootstrap prediction mean-squared-error wildfire-forecasting zero-inflated-negative-binomial-mixed-model
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