Get available models

Returns a list of all available calibration models for leaf wax hydrogen isotope inversion. Models vary in their complexity and data requirements.

Usage

available_models()

Value

Character vector of available model names. Models include:

• baseline: Basic OIPC model without spatial effects

• baseline_sp: Basic model with spatial Gaussian process

• baseline_env: Includes precipitation-amount effects

• baseline_env_sp: Precipitation-amount effects with spatial GP

• baseline_veg: Includes vegetation interaction effects

• baseline_veg_sp: Vegetation interactions with spatial GP

• c4_only_sp: C4 vegetation effects only (spatial)

• elevation_only_sp: Historical elevation-context variant (spatial)

• elevation_c4_sp: Historical elevation-context + C4 variant

• elevation_c4_interact_sp: Historical elevation/C4-interaction name; C4 effect only

• full: Precipitation amount + vegetation interactions without spatial component

• full_sp: Precipitation amount + vegetation interactions with spatial component

• full_interact: Precipitation amount + vegetation interactions

• full_interact_sp: Full interaction model with spatial GP

Examples

# List all available models
models <- available_models()
print(models)
#>  [1] "baseline_env"             "baseline_env_sp"         
#>  [3] "baseline"                 "baseline_sp"             
#>  [5] "baseline_veg"             "baseline_veg_sp"         
#>  [7] "c4_only_sp"               "elevation_c4_interact_sp"
#>  [9] "elevation_c4_sp"          "elevation_only_sp"       
#> [11] "full_interact"            "full_interact_sp"        
#> [13] "full"                     "full_sp"                 

# Get details for a specific model
model_info <- get_model_parameters("baseline_sp")
print(model_info$description)
#> [1] "OIPC model with spatial Gaussian process"