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eRTG3D
Empirically Informed Random Trajectory Generation in 3-D
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Download and install eRTG3D package within the R console
Install from CRAN:
install.packages("eRTG3D")
Install from Github:
library("remotes")
install_github("cran/eRTG3D") Install by package version:
library("remotes")
install_version("eRTG3D", "0.7.0") Attach the package and use:
library("eRTG3D")
Maintained by
Merlin Unterfinger
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First Published: 2019-09-19
Latest Update: 2022-02-25
Description:
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. .
How to cite:
Merlin Unterfinger (2019). eRTG3D: Empirically Informed Random Trajectory Generation in 3-D. R package version 0.7.0, https://cran.r-project.org/web/packages/eRTG3D. Accessed 07 Nov. 2024.
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Complete documentation for eRTG3D
Functions, R codes and Examples using
the eRTG3D R package
Some associated functions: chiMaps . dem . dem2track.extent . dist2point.3d . dist2target.3d . eRTG3D . filter.dead.ends . get.densities.3d . get.glideRatio.3d . get.section.densities.3d . get.track.densities.3d . is.sf.3d . lift2target.3d . logRasterStack . movingMedian . n.sim.cond.3d . n.sim.glidingSoaring.3d . niclas . parpbapply . parpblapply . parpbsapply . plot2d . plot3d.densities . plot3d.multiplot . plot3d . plot3d.tldCube . plotRaster . qProb.3d . reproduce.track.3d . saveImageSlices . sf2df.3d . sim.cond.3d . sim.crw.3d . sim.glidingSoaring.3d . sim.uncond.3d . test.eRTG.3d . test.verification.3d . track.extent . track.properties.3d . track.split.3d . track2sf.3d . transformCRS.3d . turn2target.3d . turnLiftStepHist . voxelCount .
Some associated R codes: core3D.R . eRTG3D.R . exampleData3D.R . glidingSoaring3D.R . parallel3D.R . plot3D.R . pointCloudAnalysis3D.R . sfWrapper3D.R . testing3D.R . wrapper3D.R . Full eRTG3D package functions and examples
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