Outputs from fitted models across the cross-validation scenarios for 'Space-time species distribution modeling with opportunistic presence-only data: a case study of passerines in a protected area'

Three Zenodo repositories are linked to the preprint Space-time Species Distribution Modeling for Opportunistic Presence-Only Data: A Case Study of Passerines in a Protected Area  (Lasgorceux et al., unpublished, https://hal.science/hal-04616332):

• Data, scripts and, code (Lasgorceux et al., Zenodo, https://doi.org/10.5281/zenodo.12545052)
• Outputs from fitted models across the cross-validation scenarios (Lasgorceux et al., Zenodo, https://doi.org/10.5281/zenodo.12544212)
• Supplementary information at (Lasgorceux et al., Zenodo, https://doi.org/10.5281/zenodo.12541412)

This repository contains the outputs from fitted models across the cross-validation scenarios.

In the folder Ouputs_cross_validation, each species is represented by a .RData file, numbered from 1 to 77 (excluding 7, which corresponds to Bombycilla garrulus; see the preprint for details). This dataset is specifically used to generate Figure 1, which shows the AUC of various cross-validation scenarios. To reproduce this figure in R, place all the files in the Results/Fitted_models folder and run the Models_Outputs.R script located in the Results folder of Lasgorceux et al., Zenodo, https://doi.org/10.5281/zenodo.12545052.

Note: These data have been separated due to memory requirements (23.14GB).