environmental predictors
and range of values in original observations
model type and object
outputs
model object
mean prediction
measure(s) of uncertainty
standard error, standard deviation (sd), confidence intervals (e.g., 5% and 95%), coefficient of variation (cv)…
Araújo, Miguel B., Robert P. Anderson, A. Márcia Barbosa, et al. 2019. “Standards for Distribution Models in Biodiversity Assessments.”Science Advances 5 (1): eaat4858. https://doi.org/10.1126/sciadv.aat4858.
Kass, Jamie M., Gonzalo E. Pinilla-Buitrago, Andrea Paz, et al. 2023. “Wallace 2: A Shiny App for Modeling Species Niches and Distributions Redesigned to Facilitate Expansion via Module Contributions.”Ecography 2023 (3): e06547. https://doi.org/10.1111/ecog.06547.
Zurell, Damaris, Janet Franklin, Christian König, et al. 2020. “A Standard Protocol for Reporting Species Distribution Models.”Ecography 43 (9): 1261–77. https://doi.org/10.1111/ecog.04960.
Source Code
---title: "Metadata"subtitle: "Metadata standards for reproducible and stackable SDMs"---What standards [@araújo2019; @kass2023; @zurell2020] are required for models to be hosted?- input - input observations - environmental predictors\ and range of values in original observations - model type and object- outputs - model object - mean prediction - measure(s) of uncertainty\ standard error, standard deviation (`sd`), confidence intervals (e.g., 5% and 95%), coefficient of variation (cv)...