glossa
User-Friendly 'shiny' App for Bayesian Species Distribution Models
A user-friendly 'shiny' application for Bayesian machine learning analysis of marine species distributions. GLOSSA (Global Ocean Species Spatio-temporal 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. Optionally, pseudo-absences can be generated within the environmental space using the external package 'flexsdm' (not on CRAN), which can be downloaded from <https://github.com/sjevelazco/flexsdm>; this functionality is used conditionally when available and all core features work without it.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.2.4 |
rolling source/ R- | glossa_1.2.4.tar.gz |
1.3 MiB |
1.2.4 |
rolling linux/jammy R-4.5 | glossa_1.2.4.tar.gz |
1.4 MiB |
1.2.4 |
rolling linux/noble R-4.5 | glossa_1.2.4.tar.gz |
1.4 MiB |
1.2.4 |
latest source/ R- | glossa_1.2.4.tar.gz |
1.3 MiB |
1.2.4 |
latest linux/jammy R-4.5 | glossa_1.2.4.tar.gz |
1.4 MiB |
1.2.4 |
latest linux/noble R-4.5 | glossa_1.2.4.tar.gz |
1.4 MiB |
1.2.4 |
2026-04-23 source/ R- | glossa_1.2.4.tar.gz |
1.3 MiB |
1.2.4 |
2026-04-09 windows/windows R-4.5 | glossa_1.2.4.zip |
1.4 MiB |
1.0.0 |
2025-04-20 source/ R- | glossa_1.0.0.tar.gz |
1.2 MiB |