Search Results for author: Cristobal Pais

Found 3 papers, 1 papers with code

Two Scalable Approaches for Burned-Area Mapping Using U-Net and Landsat Imagery

no code implementations29 Nov 2023 Ian Mancilla-Wulff, Jaime Carrasco, Cristobal Pais, Alejandro Miranda, Andres Weintraub

This study explores two proposed approaches based on the U-Net model for automating and optimizing the burned-area mapping process.

Hyperparameter Optimization

Cell2Fire: A Cell Based Forest Fire Growth Model

2 code implementations22 May 2019 Cristobal Pais, Jaime Carrasco, David L. Martell, Andres Weintraub, David L. Woodruff

Cell2Fire is a new cell-based forest and wildland landscape fire growth simulator that is open-source and exploits parallelism to support the modelling of fire growth cross large spatial and temporal scales in a timely manner.

Computation

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