ensemble_projs: Ensemble models (AvgAIC, WAAUC, EBPM, ESORIC)

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

Ensemble models (AvgAIC, WAAUC, EBPM, ESORIC)

Description

This function will read an object returned by "calib_mdl", read the calibrated models and project into new areas/climatic scenarios. These new projections will be returned together with (appended to) the original object.

Usage

ensemble_projs(
  mcm,
  filename.or.auc.laic,
  a.proj,
  path.mdls,
  outpt,
  pred.nm,
  format
)

Arguments

mcm	Objects returned by "calib_mdl", containing calibrated models.
a.proj	A Raster* object or a data.frame where models will be projected. Argument 'x' of dismo::predict
pred.nm	Character. Prefix to add to projection name (e.g. "current", "fut", or "past")

Value

A list containing all the items returned from function "calib_mdl", plus the projection specified in a.proj. Each projection is a raster stack containing model projections ('mxnt.preds'), where each layer is a projection based on a specific model selection criteria (i.e. AvgAIC, LowAIC, avg.test.orMTP, avg.test.or10pct, avg.test.AUC.MTP, avg.test.AUC10pct)

See Also

mod_sel, calib_mdl, calib_mdl_b, maxent, ENMevaluate, proj_mdl_b

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