Machine Learning Forest Simulator

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Documentation for package ‘MLFS’ version 0.4.2

• DESCRIPTION file.
• Package NEWS.

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