New function stack_covariates_2_geotiff stacks data layers from various GeoTIFFs (with different extents, CRS, and resolutions) to a single map (#3450)
New functions qsub_sda(), downscale_qsub_main(), qsub_sda(), qsub_sda_batch(), sda.enkf_local() for submitting SDA batch jobs by splitting a large number of sites into multiple small groups of sites and spreading their computation across all cores of multiple HPC nodes (#3634, #3450, #3544).
Changed
The entire SDA workflow has been overhauled to support parallel computation throughout.
PEcAnAssimSequential 1.9.0
Added
tobit_model_censored, technically not new but newly exported after being refactored out from inside the existing SDA analysis code.
aggregate for spatiol aggregation of model downscaling outputs
Changed
NA_downscale renamed SDA_downscale_hrly
Documentation improvements
PEcAnAssimSequential 1.8.0
Added
New features of the SDA function including:
allow user-defined free-run mode;
allow user-defined parallel mode for the qsub submission;
allow user-defined email option to report the progress.
GET.MultiSite() now supports the parallelization of multi-chain MCMC sampling with the fully randomized inits function.
Added new block-based SDA workflow for the 342 North America anchor sites.