Development of the SNAPverse R package ecosystem has been frozen indefinitely. This project was never directly funded. I began it out of personal interest, but no longer work for SNAP. It will remain archived here for historical reference.
R is used to manipulate and analyze data that both feed into and come out of the ALFRESCO wildfire model. The alfresco
R package contains functions for working with ALFRESCO input and output data. It is a core functional package in the SNAPverse collection of R packages.
The alfresco
package includes functions that assist with the following analyses and processing pipelines:
- Fire events processing immediately following ALFRESCO runs
- Post-ALFRESCO run, automated Shiny app creation.
- Hierarchical data extractions from ALFRESCO run output geotiff map sets.
- Calculations for burn area ratios across multiple ALFRESCO run scenarios.
- Copying and organizing subsets of ALFRESCO outputs for consecutive model runs and in preparation for other analyses.
- Generating fire management options ratios geotiffs and related graphics.
- Generation of flexible bash and slurm scripts for processing catering to unique analysis and data processing needs.
- Data extraction and statistics by Fire Management Options (FMO) zones.
- Quickly access Alaska wildfire-related data sets like historical fire perimeters from the cloud.
This is a subset of eventual functionality. The package is under active development.
You can install alfresco from github with:
# install.packages('devtoools')
devtools::install_github("leonawicz/alfresco")