SpaDES - Develop and Run Spatially Explicit Discrete Event Simulation Models

Metapackage for implementing a variety of event-based models, with a focus on spatially explicit models. These include raster-based, event-based, and agent-based models. The core simulation components (provided by 'SpaDES.core') are built upon a discrete event simulation (DES; see Matloff (2011) ch 7.8.3 <https://nostarch.com/artofr.htm>) framework that facilitates modularity, and easily enables the user to include additional functionality by running user-built simulation modules (see also 'SpaDES.tools'). Included are numerous tools to visualize rasters and other maps (via 'quickPlot'), and caching methods for reproducible simulations (via 'reproducible'). Tools for running simulation experiments are provided by 'SpaDES.experiment'. Additional functionality is provided by the 'SpaDES.addins' and 'SpaDES.shiny' packages.

Last updated 5 months ago

simulation-frameworksimulation-toolkitspatially-explicit-models

55 stars 3.71 score 35 dependencies

SpaDES.tools - Additional Tools for Developing Spatially Explicit Discrete Event Simulation (SpaDES) Models

Provides GIS and map utilities, plus additional modeling tools for developing cellular automata, dynamic raster models, and agent based models in 'SpaDES'. Included are various methods for spatial spreading, spatial agents, GIS operations, random map generation, and others. See '?SpaDES.tools' for an categorized overview of these additional tools. The suggested package 'NLMR' can be installed from the following repository: (<https://PredictiveEcology.r-universe.dev>).

Last updated 4 months ago

4 stars 3.10 score 15 dependencies 6 dependents

grainscape - Landscape Connectivity, Habitat, and Protected Area Networks

Given a landscape resistance surface, creates minimum planar graph (Fall et al. (2007) <doi:10.1007/s10021-007-9038-7>) and grains of connectivity (Galpern et al. (2012) <doi:10.1111/j.1365-294X.2012.05677.x>) models that can be used to calculate effective distances for landscape connectivity at multiple scales. Documentation is provided by several vignettes, and a paper (Chubaty, Galpern & Doctolero (2020) <doi:10.1111/2041-210X.13350>).

Last updated 1 years ago

habitat-connectivitylandscape-connectivityspatial-graphs

19 stars 2.21 score 44 dependencies

SpaDES.addins - Development Tools for 'SpaDES' and 'SpaDES' Modules

Provides 'RStudio' addins for 'SpaDES' packages and 'SpaDES' module development. See '?SpaDES.addins' for an overview of the tools provided.

Last updated 7 months ago

1 stars 1.38 score 56 dependencies

scfmutils - Tools and Utilities for Working With the SCFM Wildfire Simulation Model

The original fire model is described by Cumming et al. (1998), and more accessibly in Armstrong and Cumming (2003). It has recently been implemented as a collection of 'SpaDES' modules by Cumming, McIntire, Eddy, and Chubaty, available from <https://github.com/PredictiveEcology/scfm>.

Last updated 19 days ago

1.16 score 77 dependencies

LandWebUtils - Helper functions for the LandWeb project

Additional utilities for LandWeb analyses.

Last updated 1 days ago

landscape-ecologysimulation-modeling

2 stars 1.08 score 136 dependencies

libcbmr - Interface to the Carbon Budget Model Library Based on CBM-CFS3

Provides wrappers for working with 'libcbm_py' in R.

Last updated 2 months ago

2 stars 1.00 score 12 dependencies

CBMutils - Utilities for modelling carbon based on CBM-CFS3

Implementation of several components of the Carbon Budget Model of the Canadian Forest Service (v3).

Last updated 1 months ago

0.49 score 71 dependencies