plot_mdl_diff_b: Plot differences in suitable areas between models selected...

In HemingNM/ENMwizard: Advanced Techniques for Ecological Niche Modeling Made Easy

Plot differences in suitable areas between models selected using distinct criteria for multiple species

Description

Will plot (or save as PDF) differences between predictions of models selected using distinct model selection criteria (e.g. "AvgAIC", "LowAIC", "OR", "AUC") for multiple climatic scenarios.

Usage

plot_mdl_diff_b(
  mcmp.l,
  mtp.l,
  basemap = NULL,
  save = FALSE,
  mfrow = c(0, 0),
  numCores = 1,
  msnm = c("avg.test.AUC10pct", "avg.test.AUC.MTP", "avg.test.or10pct", "avg.test.orMTP"),
  msr = c("AUC (OR10p)", "AUC (ORlpt)", "OR10p (AUC)", "ORlpt (AUC)"),
  scnm = c("cc26bi70", "cc45bi70", "cc60bi70", "cc85bi70", "mp26bi70", "mp45bi70",
    "mp85bi70", "mr26bi70", "mr45bi70", "mr60bi50", "mr85bi70", "cclgmbi", "ccmidbi",
    "lig_30s_bio_", "melgmbi", "memidbi", "mrlgmbi", "mrmidbi", "ncurrent", "current"),
  scr = c("2070-CCSM4-rcp2.6", "2070-CCSM4-rcp4.5", "2070-CCSM4-rcp6.0",
    "2070-CCSM4-rcp8.5", "2070-MPI-ESM-LR-rcp2.6", "2070-MPI-ESM-LR-rcp4.5",
    "2070-MPI-ESM-LR-rcp8.5", "2070-MIROC-ESM-rcp2.6", "2070-MIROC-ESM-rcp4.5",
    "2070-MIROC-ESM-rcp6.0", "2070-MIROC-ESM-rcp8.5", "LGM-CCSM4", "MH-CCSM4",
    "LIG-CCSM3", "LGM-MPI-ESM-P", "MH-MPI-ESM-P", "LGM-MIROC-ESM", "MH-MIROC-ESM",
    "Near Current", "Near Current")
)

Arguments

mcmp.l	Object returned by proj_mdl_b, containing a list of calibrated models and model projections for each species.
mtp.l	List of stack or brick of thresholded predictions
basemap	Shapefile to be plotted with. Usually a continent or country shapefile
save	Logical. If TRUE will save plots in pdf.
mfrow	Number of rows and cols to draw plot (see ?par for details). If
numCores	Number of cores to use for parallelization. If set to 1, no paralellization is performed
msnm	Character vector. Short names of model selection criteria to be replaced. Same as given in Model names (ex. AUC10, AUCmtp, OR10, ORmtp)
msr	Character vector. Long names of model selection criteria to replace the short names. Must be in same order of argument 'msnm'
scnm	Character vector. Short names of climatic scenarios to be replaced. Ex. "cc26bi70", "cc45bi70"
scr	Character vector. Long names of climatic scenarios to replace the short names. Must be in same order of argument 'scnm'. Ex. "2070-CCSM4-rcp2.6", "2070-CCSM4-rcp4.5"

Details

Plot differences between predictions of models selected using distinct criteria (e.g. "AvgAIC", "LowAIC", "OR", "AUC") for multiple climatic scenarios and multiple species

A panel for each combination of climatic scenario and threshold criteria will be created. Within each panel, the differences between all combinations of 2 models (e.g. AvgAIC vs. OR) will be plotted

See Also

plot_scn_diff

Examples

## Not run: 
plot_mdl_diff_b(mcmp.l=mxnt.mdls.preds.lst, mtp.l=mods.thrshld.lst, basemap=NewWorld)

## End(Not run)

HemingNM/ENMwizard documentation built on Jan. 4, 2024, 3:24 p.m.