glossa

User-Friendly 'shiny' App for Bayesian Species Distribution Models

CRAN Package

A user-friendly 'shiny' application for Bayesian machine learning analysis of marine species distributions. GLOSSA (Global Species Spatiotemporal Analysis) uses Bayesian Additive Regression Trees (BART; Chipman, George, and McCulloch (2010) doi:10.1214/09-AOAS285) to model species distributions with intuitive workflows for data upload, processing, model fitting, and result visualization. It supports presence-absence and presence-only data (with pseudo-absence generation), spatial thinning, cross-validation, and scenario-based projections. GLOSSA is designed to facilitate ecological research by providing easy-to-use tools for analyzing and visualizing marine species distributions across different spatial and temporal scales.

  • Version1.0.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Languageen-US
  • Last release10/15/2024

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  • Depends2 packages
  • Imports19 packages
  • Suggests6 packages