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Selection: Parente:J [2 articles] 

Publications by author Parente:J.
 

Wildfire susceptibility mapping: deterministic vs. stochastic approaches

  
Environmental Modelling & Software, Vol. 101 (March 2018), pp. 194-203, https://doi.org/10.1016/j.envsoft.2017.12.019

Abstract

[Highlights] [::] Application of non-linear methods for wildfire susceptibility mapping is carried out. [::] Performances of stochastic and deterministic approaches are compared. [::] The case study is performed on a highly fire-prone region of Portugal. [Abstract] Wildfire susceptibility is a measure of land propensity for the occurrence of wildfires based on terrain's intrinsic characteristics. In the present study, two stochastic approaches (i.e., extreme learning machine and random forest) for wildfire susceptibility mapping are compared versus a well established deterministic method. The same predisposing variables were combined ...

 

Negligent and intentional fires in Portugal: spatial distribution characterization

  
Science of The Total Environment, Vol. 624 (May 2018), pp. 424-437, https://doi.org/10.1016/j.scitotenv.2017.12.013

Abstract

[Highlights] [::] Average fire size is much higher for intentional than for negligent fires. [::] Incidence of negligent and intentional fires has different distribution patterns. [::] Higher drivers' influence for intentional fires, burnt area and in the south region. [::] Human's drivers and altitude are the most important for fire ignitions. [::] Negligent (intentional) fires burn more forest and agricultural (human) areas. [Abstract] In the European context, Portugal is the country with the highest number of wildfires and the second with more burnt area. The vast majority of ...

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