Returns information about the v10 models available in the leafwax package, including which covariates each model uses.
Examples
# \donttest{
# List all models
models <- list_models()
#> === Available Models in leafwax ===
#>
#> Non-spatial models:
#> baseline Basic OIPC model without spatial or environmental effects
#> Status: In package
#>
#> baseline_env OIPC + precipitation-amount effect
#> Status: In package
#>
#> baseline_veg OIPC + vegetation interaction effects (C4/PFT)
#> Requires: C4 fraction, PFT fractions
#> Status: In package
#>
#> full Precipitation amount + vegetation interactions
#> Requires: C4 fraction, PFT fractions
#> Status: In package
#>
#> full_interact Precipitation amount + vegetation interactions (no spatial GP)
#> Requires: C4 fraction, PFT fractions
#> Status: In package
#>
#>
#> Spatial models (with Gaussian process):
#> baseline_sp Basic OIPC model with spatial Gaussian process
#> Status: In package
#>
#> baseline_env_sp OIPC + precipitation-amount + spatial effects
#> Status: In package
#>
#> baseline_veg_sp OIPC + vegetation interactions + spatial effects
#> Requires: C4 fraction, PFT fractions
#> Status: In package
#>
#> c4_only_sp OIPC + C4 fraction + spatial effects
#> Requires: C4 fraction
#> Status: In package
#>
#> elevation_only_sp OIPC + spatial effects (historical elevation-context variant; no fitted elevation coefficient)
#> Status: In package
#>
#> elevation_c4_sp OIPC + C4 + spatial effects (historical elevation-context variant)
#> Requires: C4 fraction
#> Status: In package
#>
#> elevation_c4_interact_sp OIPC + C4 + spatial effects (historical elevation/interaction-context variant; no fitted elevation or interaction coefficient)
#> Requires: C4 fraction
#> Status: In package
#>
#> full_sp Precipitation amount + vegetation interactions + spatial GP
#> Requires: C4 fraction, PFT fractions
#> Status: In package
#>
#> full_interact_sp Precipitation amount + vegetation interactions + spatial GP
#> Requires: C4 fraction, PFT fractions
#> Status: In package
#>
#> Total models: 14
#> Models with data: 14 of 14
head(models)
#> model description
#> 1 baseline Basic OIPC model without spatial or environmental effects
#> 2 baseline_sp Basic OIPC model with spatial Gaussian process
#> 3 baseline_env OIPC + precipitation-amount effect
#> 4 baseline_env_sp OIPC + precipitation-amount + spatial effects
#> 5 baseline_veg OIPC + vegetation interaction effects (C4/PFT)
#> 6 baseline_veg_sp OIPC + vegetation interactions + spatial effects
#> has_elevation has_precip has_c4 has_pft has_spatial size_mb
#> 1 FALSE FALSE FALSE FALSE FALSE 581
#> 2 FALSE FALSE FALSE FALSE TRUE 917
#> 3 FALSE TRUE FALSE FALSE FALSE 639
#> 4 FALSE TRUE FALSE FALSE TRUE 992
#> 5 FALSE FALSE TRUE TRUE FALSE 717
#> 6 FALSE FALSE TRUE TRUE TRUE 1200
#> requires data_package data_cached data_status
#> 1 none TRUE FALSE In package
#> 2 none TRUE FALSE In package
#> 3 none TRUE FALSE In package
#> 4 none TRUE FALSE In package
#> 5 C4 fraction, PFT fractions TRUE FALSE In package
#> 6 C4 fraction, PFT fractions TRUE FALSE In package
# }