NEWS.md

In sjevelazco/flexsdm: Tools for Data Preparation, Fitting, Prediction, Evaluation, and Post-Processing of Species Distribution Models

flexsdm 1.3.x

• sample_pseudoabs it was implemented a sample approach based on environmental K-means #410
• sample_pseudoabs K-means step was improved for the geo_env_km_const approach #410

flexsdm 1.3.6

• occfilt_geo adapted to test different values for the three methods by @sjevelazco in 386
• occfilt_env now can filter with several bins by @sjevelazco in 388
• occfilt_select was created and test protocol written by @sjevelazco in 389
• occfit_select included in vignette and website by @sjevelazco in 390
• mean change in sdm_predict to handle 0 weight value for weighted mean by @sjevelazco in 391
• documentation of occfilt_select was improved by @sjevelazco in 392
• It is possible to tune ntree hyperparameter of random forest algorithm by @sjevelazco in 393
• correct_colinvar can be used with species points by @sjevelazco in 394
• Update pkg_citation.md by @mrose048 in 396
• sdm_varimp was added and tested by @mrose048 and @sjevelazco in 399
• min change in warning message calib_area by @sjevelazco in 400

flexsdm 1.3.4-5

• min change in interp function by @sjevelazco in 362
• min change in occfilt_geo by @sjevelazco in 364
• Rlof was removed from dependencies by @sjevelazco in 365
• min change in occfilt_geo by @sjevelazco in 370
• new argument in occfilt_geo by @sjevelazco in 371
• esm_ functions were improved by @sjevelazco in 373 & 373
• geographically constraint cell of env_var argument in correct_colinvar by @sjevelazco in 374
• new argument in correct_colinvar by @sjevelazco in 375
• calib_area was sped up by @sjevelazco in 377
• correct_colivar was fixed and improved, FA method by @sjevelazco in 383
• occfilt_geo 'defined' method was fixed by @sjevelazco in 384

flexsdm 1.3.4

• it is possible to restrict the cell used to perform collinearity reduction analysis to a geographical area smaller than the full extent of environmental variables in correct_clinvar()
• esm_ family function was improved and debugged
• occfilt_geo has a new argument "rep" to control number o repetition to filter occurrences

flexsdm 1.3.4

• rgeos was removed from dependencies #356
• New vignette about how use different tools to explore model extrapolation and truncate models was added #352
• Univariate and combinatorial extrapolation metric added to extra_eval.
• Minor bugs were fixed to project PCA for other time periods #351
• Best grid raster names was changed to .part in part_sblock and part_sband
• Improvements in correct_colinvar to speed up function when using maxcell argument
• Improvements in correct_colinvar to project PCA for other time periods

flexsdm 1.3.3

• Improvements in correct_colinvar It is now possible to sample rasters to reduce machine memory and speed up the process
• Improvements in sdm_predict It is possible predict model in chunks to reduce machine memory
• p_extra, p_pdp, and p_bpdp were fixed
• New function p_bpdp Bivariate Partial Dependent Plot
• New function data_bpdp Calculate data to construct bivariate partial dependence plots
• Improvements in p_dpd Calculate data to construct partial dependence plots

flexsdm 1.3.2

• New function p_extra Graphical exploration of extrapolation or suitability pattern in the environmental and geographical space
• New function p_pdp Partial Dependent Plot
• New function data_pdp Calculate data to construct partial dependence plots

flexsdm 1.3.1

• New argument "crs" added to function msdm_posteriori
• New argument "sp_name" in sample_background and sample_pseudoabs
• raster, flexclust, ape, and sp were removed from dependencies\
• Functions using CRS data have improved codes
• It is possible use a numeric value to specify threshold in msdm_posteriori
• extra_eval can use tibble or SpatRaster object in env_calib argument
• extra_truncate has a new argument to define values used for model truncation and documentation was improved. #

sjevelazco/flexsdm documentation built on Feb. 28, 2025, 9:07 a.m.