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geomorph

Geomorph is a software package for performing all stages of geometric morphometric shape analysis of 2- and 3-dimensional landmark points, as well as semilandmarks on curves and surfaces, in the R statistical computing environment. This repository is dedicated to providing beta versions between CRAN uploads.

To install the current geomorph R-package from CRAN:

Within R:

install.packages("geomorph")

To install the current version of geomorph R-package from Github using devtools:

Within R:

install.packages("devtools")

devtools::install_github("geomorphR/geomorph", ref = "Stable")

This installs a stable release of the current version of geomorph on CRAN, allowing us to quickly fix errors that slip thorough the cracks and are uploaded with the CRAN version.

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Version

Install

install.packages('geomorph')

Monthly Downloads

2,803

Version

4.1.1

License

GPL (>= 3)

Issues

Pull Requests

Stars

Forks

Maintainer

Dean Adams

Last Published

July 5th, 2026

Functions in geomorph (4.1.1)

digitsurface

This function has been deprecated.
digit.fixed

This function has been deprecated, as RGL no longer
digit.curves

Calculate semilandmarks along a curve
define.modules

Define modules (landmark partitions)
geomorph-package

Geometric morphometric analyses for 2D/3D data
gpagen

Generalized Procrustes analysis of points, curves, and surfaces
gm.measurement.error

This function is a wrapper for the function measurement.error in RRPP
findMeanSpec

Identify specimen closest to the mean of a set of Procrustes shape variables
gridPar

Set up parameters for grids, points, and links in plotRefToTarget
gm.prcomp

Principal and phylogenetically-aligned components analysis of shape data
define.sliders

Select points to "slide" along curves
fixed.angle

Rotate a subset of 2D landmarks to common articulation angle
extended.pgls

Extended Phylogenetic ANOVA/regression for Procrustes shape variables
geomorph.data.frame

Create a data frame with shape data
make_ggplot

Convert geomorph plots to ggplot objects
hummingbirds

Landmark data from hummingbird bills (includes sliding semilandmarks on curves)
integration.Vrel

Quantify integration in a set of traits
mosquito

Landmarks on mosquito wings
larvalMorph

Head and tail shapes of larval salamanders
lizards

Dorsal head shape data of lizards
morphol.disparity

Morphological disparity for one or more groups of specimens
integration.test

Quantify morphological integration between modules
interlmkdist

Calculate linear distances between landmarks
globalIntegration

Quantify global integration relative to self-similarity
modularity.test

Evaluate the degree of modular signal in shape data
physignal

Assessing phylogenetic signal in Procrustes shape variables
mshape

Estimate mean shape for a set of aligned specimens
physignal.z

Assessing phylogenetic signal effect size in Procrustes shape variables
plethShapeFood

Head shape and food use data from Plethodon salamanders
plethspecies

Head shape and phylogenetic relationships for several Plethodon salamander species
plethodon

Landmark data from Plethodon salamander heads
physignal.eigen

Assessing dimensions of phylogenetic signal in Procrustes shape variables
plot.CR

Plot Function for geomorph
print.CR

Print/Summary Function for geomorph
plot.gm.prcomp

Plot Function for geomorph
print.CR.phylo

Print/Summary Function for geomorph
plot.physignal.eigen

Plot Function for geomorph
plot.evolrate

Plot Function for geomorph
plot.physignal

Plot Function for geomorph
print.compare.ZVrel

Print/Summary function for geomorph
plot.bilat.symmetry

Plot Function for geomorph
na.omit.geomorph.data.frame

Handle missing values in rrpp.data.frame objects
plot.mshape

Plot Function for geomorph
plot.gpagen

Plot Function for geomorph
print.compare.physignal.z

Print/Summary Function for geomorph
print.compare.CR

Print/Summary Function for geomorph
plotspec

Plot 3D specimen, fixed landmarks and surface semilandmarks
plotRefToTarget

Plot shape differences between a reference and target specimen
plotOutliers

Find potential outliers
picknplot.shape

Pick points in geomorph scatterplots to visualize shape variation
plotAllometry

Plotting to assist visualization of shape-size covariation (allometry)
plot.CR.phylo

Plot Function for geomorph
phylo.integration

Quantify phylogenetic morphological integration between two or more sets of variables under Brownian motion
phylo.modularity

Evaluate the degree of phylogenetic modular signal in Procrustes shape variables
print.physignal.z

Print/Summary Function for geomorph
plotAllSpecimens

Plot landmark coordinates for all specimens
print.pls

Print/Summary Function for geomorph
print.bilat.symmetry

Print/Summary Function for geomorph
print.combined.set

Print/Summary Function for geomorph
plot.procD.lm

Plot Function for geomorph
print.procD.lm

Print/Summary Function for geomorph
print.compare.pls

Print/Summary Function for geomorph
ratland

Landmark data from dataset rat
print.geomorphShapes

Print/Summary function for geomorph
procD.lm

Procrustes ANOVA/regression for Procrustes shape variables
procD.pgls

Phylogenetic ANOVA/regression for Procrustes shape variables
pupfish

Landmarks on pupfish
pupfish.ws

Landmarks on pupfish
print.gm.prcomp

Print/Summary function for geomorph
summary.compare.pls

Print/Summary Function for geomorph
read.ply

Read mesh data (vertices and faces) from ply files
summary.evolrate

Print/Summary Function for geomorph
summary.combined.set

Print/Summary Function for geomorph
rotate.coords

Rotate or flip landmark or coordinate configurations
summary.compare.CR

Print/Summary Function for geomorph
read.morphologika

Read landmark data from Morphologika file(s)
print.gpagen

Print/Summary Function for geomorph
readland.fcsv

Read landmark data matrix from fcsv file
summary.CR.phylo

Print/Summary Function for geomorph
print.physignal

Print/Summary Function for geomorph
print.physignal.eigen

Print/Summary Function for geomorph
readland.nts

Read landmark data matrix from nts file
summary.bilat.symmetry

Print/Summary Function for geomorph
summary.compare.physignal.z

Print/Summary Function for geomorph
scallopPLY

3D scan of a scallop shell from a .ply file in mesh3d format
summary.compare.ZVrel

Print/Summary Function for geomorph
print.morphol.disparity

Print/Summary Function for geomorph
readland.tps

Read landmark data from tps file
readland.shapes

Read landmark data from a shapes object (StereoMorph)
writeland.tps

Write landmark data to tps file
summary.gpagen

Print/Summary Function for geomorph
summary.morphol.disparity

Print/Summary Function for geomorph
summary.physignal

Print/Summary Function for geomorph
warpRefMesh

Creates a mesh3d object warped to the mean shape
shapeHulls

Update Plots with Convex Hulls for Groups
summary.CR

Print/Summary Function for geomorph
summary.gm.prcomp

Print/Summary Function for geomorph
readmulti.nts

Read and combine multiple nts files
readmulti.tps

Read and combine multiple tps files
print.evolrate

Print/Summary Function for geomorph
summary.physignal.eigen

Print/Summary Function for geomorph
summary.physignal.z

Print/Summary Function for geomorph
plot.pls

Plot Function for geomorph
warpRefOutline

Creates a 2D outline warped to the mean shape
plot.physignal.z

Plot Function for geomorph
shape.predictor

Shape prediction from numeric predictors
summary.geomorphShapes

Print/Summary Function for geomorph
summary.pls

Print/Summary Function for geomorph
two.b.pls

Two-block partial least squares analysis for Procrustes shape variables
summary.procD.lm

Print/Summary Function for geomorph
scallops

Landmark data from scallop shells
two.d.array

Convert (p x k x n) data array into 2D data matrix
print.evolrate1

Print/Summary Function for geomorph
summary.evolrate1

Print/Summary Function for geomorph
compare.evol.rates

Comparing net rates of shape evolution on phylogenies
arrayspecs

Convert landmark data matrix into array (p x k x n)
compare.physignal.z

Comparisons of Phylogenetic Signal Effect Sizes
bilat.symmetry

Analysis of bilateral symmetry
compare.multi.evol.rates

Comparing net rates of evolution among traits on phylogenies
build.template

Deprecated functions in geomorph
coords.subset

Subset landmark coordinates via a factor
define.links

Define links between landmarks
compare.pls

Comparisons of Effect Sizes from Partial Least Squares
compare.CR

Comparisons of Effect Sizes from Modularity Analyses
editTemplate

This function has been deprecated.
digitize2d

Digitize 2D landmarks on .jpg files
estimate.missing

Estimate locations of missing landmarks
combine.subsets

Combine separate landmark configurations
compare.ZVrel

Comparisons of Effect Sizes from Overall Integration Analyses