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 dependenciesSpaDES.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 dependentsgrainscape - 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 dependenciesSpaDES.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 dependenciesscfmutils - 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 dependenciesLandWebUtils - 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 dependencieslibcbmr - 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 dependenciesCBMutils - 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