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coreCT

Installing coreCT

coreCT is available on CRAN and can be installed from the R console:

install.packages("coreCT") 

Once installed, the package can be loaded:

library(coreCT)

About coreCT

coreCT is an R package for programmatic analysis of sediment cores that have been digitized by computed tomography. The package converts Hounsfield Units to material classes (e.g., peat, root/rhizome, sand) and quantifies component masses and volumes. To get started quickly, check out the package vignette.

Sediment core characterization

coreCT output can be easily plotted using the reshape2 and ggplot2 packages (figures below were produced using the same code included in the help file examples).

Figure 1. Volumes of various compartments in a sediment core

coreCT also quantifies the number of root/rhizome particles in a user-defined range of size classes, and calculates the external surface area and volume attributable to each size class. This allows the estimation of belowground plant organ contributions to total soil volume and, dividing by core area, elevation.

Figure 2. Number (left) and combined volume (right) of root/rhizome particles in each of four size classes.

License and disclaimer

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see https://www.gnu.org/licenses/.

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Install

install.packages('coreCT')

Monthly Downloads

214

Version

1.3.2

License

GPL-3

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Maintainer

Troy Hill

Last Published

November 28th, 2019

Functions in coreCT (1.3.2)

getSurface

Remove artificial surface layers from processed CT data
rootSize

Convert a matrix of semi-processed DICOM images to root particle counts, volumes, and surface areas
rootSizeDir

Convert a directory of raw DICOM images to root particle counts and surface areas
convert

Convert a matrix of semi-processed DICOM images to mass and volume of material classes
voxDims

Extract voxel dimensions from DICOM image
convertDir

Convert a directory of raw DICOM images to material classes
coreHist

Whole-core frequency distribution of Hounsfield units
getRoots

Convert a matrix of semi-processed DICOM images to root particle counts, volumes, and surface areas
core_426

Three computed tomography scans from a Spartina alterniflora core
convDir

Convert a directory of raw DICOM images to material classes
conv

Convert a matrix of semi-processed DICOM images to mass and volume of material classes. This is a deprecated version.
getRootsDir

Convert a directory of raw DICOM images to root particle counts and surface areas