# Machine Learning Forest Simulator

## Documentation for package ‘MLFS’ version 0.4.2

- DESCRIPTION file.

## Help Pages

add_stand_variables | add_stand_variables
BAI_prediction | BAI_prediction
calculate_BAL | calculate_BAL
crownHeight_prediction | crownHeight_prediction
data_BAI | An example of joined national forest inventory data, site descriptors, and climate data that is used as a fitting data frame for BAI sub model
data_climate | An example of climate data
data_final_cut_weights | An example of data_final_cut_weights
data_ingrowth | An example of data_ingrowth suitable for the MLFS
data_mortality | An example of joined national forest inventory data, site descriptors, and climate data that is used as a fitting data frame for mortality sub model
data_NFI | An example of national forest inventory data
data_site | An example of site descriptors
data_tariffs | An example of table with one-parametric volume functions (adapted uniform French tariffs)
data_thinning_weights | An example of data_thinning_weights
data_tree_heights | An example of data with individual tree and crown heights that can be used as a fitting data frame for predicting tree and crown heights in MLFS
data_v1 | An example of joined national forest inventory and site data that is used within the MLFS
data_v2 | An example of joined national forest inventory and site data that is used within the MLFS
data_v3 | An example of joined national forest inventory and site data that is used within the MLFS
data_v4 | An example of joined national forest inventory and site data that is used within the MLFS
data_v5 | An example of joined national forest inventory and site data that is used within the MLFS
data_v6 | An example of joined national forest inventory and site data that is used within the MLFS
df_volume_parameters | An example table with parameters and equations for n-parametric volume functions
form_factors | An example table with form factors used to calculate tree volume
height_prediction | height_prediction
ingrowth_parameter_list | An example data of ingrowth_parameter_list
ingrowth_table | An example data of ingrowth_table
max_size_data | An example of data with maximum allowed BA that is used in the mortality sub model
measurement_thresholds | An example of measurement_thresholds table
MLFS | MLFS
predict_ingrowth | predict_ingrowth
predict_mortality | predict_mortality
simulate_harvesting | A sub model to simulate harvesting within the MLFS
volume_form_factors | volume_form_factors
volume_functions | volume_functions
volume_tariffs | volume_tariffs