CRAN/E | eRTG3D

eRTG3D

Empirically Informed Random Trajectory Generation in 3-D

Installation

About

Creates realistic random trajectories in a 3-D space between two given fix points, so-called conditional empirical random walks (CERWs). The trajectory generation is based on empirical distribution functions extracted from observed trajectories (training data) and thus reflects the geometrical movement characteristics of the mover. A digital elevation model (DEM), representing the Earth's surface, and a background layer of probabilities (e.g. food sources, uplift potential, waterbodies, etc.) can be used to influence the trajectories. Unterfinger M (2018). "3-D Trajectory Simulation in Movement Ecology: Conditional Empirical Random Walk". Master's thesis, University of Zurich. . Technitis G, Weibel R, Kranstauber B, Safi K (2016). "An algorithm for empirically informed random trajectory generation between two endpoints". GIScience 2016: Ninth International Conference on Geographic Information Science, 9, online. doi:10.5167/uzh-130652.

Citation eRTG3D citation info
munterfi.github.io/eRTG3D/
github.com/munterfi/eRTG3D/
Bug report File report

Key Metrics

Version 0.7.0
R ≥ 3.5.0
Published 2022-02-25 790 days ago
Needs compilation? no
License GPL-3
CRAN checks eRTG3D results

Downloads

Yesterday 10 -23%
Last 7 days 60 +3%
Last 30 days 241 +5%
Last 90 days 712 -21%
Last 365 days 3.025 -10%

Maintainer

Maintainer

Merlin Unterfinger

info@munterfinger.ch

Authors

Merlin Unterfinger

aut / cre

Kamran Safi

ctb / ths

George Technitis

ctb / ths

Robert Weibel

ths

Material

README
NEWS
Reference manual
Package source

Vignettes

Included example data sets
Standard workflow of the eRTG3D
Visualization of trajectories
Verification of results
Parallel computation
Coordinate reference system transformations in 3-D
Linkage to the 'sf' package
Trajectory simulations in 2-D
Point cloud analysis

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

eRTG3D archive

Depends

R ≥ 3.5.0

Imports

CircStats ≥ 0.2-6
ggplot2 ≥ 3.1.1
pbapply ≥ 1.4-1
plotly ≥ 4.9.0
raster ≥ 2.9-5
rasterVis ≥ 0.45
tiff ≥ 0.1-5

Suggests

knitr ≥ 1.23
pander ≥ 0.6.3
gridExtra ≥ 2.3
plyr ≥ 1.8.4
rmarkdown ≥ 1.13
sf ≥ 0.7-4
sp ≥ 1.3-1
testthat ≥ 2.1.0
covr ≥ 3.2.1