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fuzzySim (version 4.3)

Fuzzy Similarity in Species Distributions

Description

Functions to compute fuzzy versions of species occurrence patterns based on presence-absence data (including inverse distance interpolation, trend surface analysis, and prevalence-independent favourability obtained from probability of presence), as well as pair-wise fuzzy similarity (based on fuzzy logic versions of commonly used similarity indices) among those occurrence patterns. Includes also functions for model consensus and comparison (overlap and fuzzy similarity, loss or gain), and for data preparation, such as obtaining unique abbreviations of species names, gridding (thinning) point occurrence data onto raster maps, converting species lists (long format) to presence-absence tables (wide format), transposing part of a data frame, selecting relevant variables for models, assessing the false discovery rate, or analysing and dealing with multicollinearity. Initially described in Barbosa (2015) .

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Version

Install

install.packages('fuzzySim')

Monthly Downloads

955

Version

4.3

License

GPL-3

Maintainer

A. Barbosa

Last Published

June 1st, 2022

Functions in fuzzySim (4.3)

modelTrim

Trim off non-significant variables from a model
entropy

(Fuzzy) entropy
favClass

Classify favourability into 3 categories (low, intermediate, high)
fuzzyRangeChange

Range change based on continuous (fuzzy) values
integerCols

Classify integer columns
Fav

Favourability (probability without the effect of sample prevalence)
FDR

False Discovery Rate
modOverlap

Overall overlap between model predictions
fuzSim

Fuzzy similarity
multConvert

Multiple conversion
sharedFav

Shared favourability for two competing species
fuzzySim-package

Fuzzy Similarity in Species Distributions
gridRecords

Grid (or thin) point occurrence records to the resolution of a raster map
percentTestData

Percent test data
timer

Timer
getPreds

Get model predictions
prevalence

Prevalence
transpose

Transpose (part of) a matrix or dataframe
simFromSetOps

Calculate similarity from set operations
bioThreat

Biotic threat of a stronger over a weaker species based on their favourability values
splist2presabs

Convert a species list to a presence-absence table
multicol

Analyse multicollinearity in a dataset, including VIF
pairwiseRangemaps

Pairwise intersection (and union) of range maps
stepByStep

Analyse and compare stepwise model predictions
rangemapSim

Pairwise similarity between rangemaps
corSelect

Select among correlated variables based on a given criterion
rarity

(Fuzzy) rarity
fuzzyConsensus

Fuzzy consensus among model predictions
fuzzyOverlay

Row-wise overlay operations based on fuzzy logic
multTSA

Trend Surface Analysis for multiple species
rotif.env

Rotifers and environmental variables on TDWG level 4 regions of the world
triMatInd

Triangular matrix indices
vulnerability

(Fuzzy) vulnerability
multGLM

GLMs with variable selection for multiple species
simMat

Pair-wise (fuzzy) similarity matrix
rotifers

Rotifer species on TDWG level 4 regions of the world
spCodes

Obtain unique abbreviations of species names
distPres

(Inverse) distance to the nearest presence