CRAN/E | geomod

geomod

A Computer Program for Geotechnical Investigations

Installation

About

The 'geomod' does spatial prediction of the Geotechnical soil properties. It predicts the spatial distribution of Geotechnical properties of soil e.g. shear strength, permeability, plasticity index, Standard Penetration Test (SPT) counts, etc. The output of the prediction takes the form of a map or a series of maps. It uses the interpolation technique where a single or statistically “best” estimate of spatial occurrence soil property is determined. The interpolation is based on both the sampled data and a variogram model for the spatial correlation of the sampled data. The single estimate is produced by a Kriging technique.

Key Metrics

Version 0.1.0
R ≥ 3.5.0
Published 2023-05-05 357 days ago
Needs compilation? no
License GPL-3
CRAN checks geomod results

Downloads

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Maintainer

Maintainer

Festus Ngeno

festus.k.ngeno@gmail.com

Authors

Festus Ngeno

aut / cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0

Imports

raster
sp
caret
rasterVis
stats
randomForest
arm
kernlab
e1071
Cubist
rpart
ranger
qrnn
quantregForest
nnet