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MLFS  

Machine Learning Forest Simulator
View on CRAN: Click here


Download and install MLFS package within the R console
Install from CRAN:
install.packages("MLFS")

Install from Github:
library("remotes")
install_github("cran/MLFS")

Install by package version:
library("remotes")
install_version("MLFS", "0.4.2")



Attach the package and use:
library("MLFS")
Maintained by
Jernej Jevsenak
[Scholar Profile | Author Map]
First Published: 2022-04-20
Latest Update: 2022-04-20
Description:
Climate-sensitive forest simulator based on the principles of machine learning. It stimulates all key processes in the forest: radial growth, height growth, mortality, crown recession, regeneration and harvesting. The method for predicting tree heights was described by Skudnik and Jev
How to cite:
Jernej Jevsenak (2022). MLFS: Machine Learning Forest Simulator. R package version 0.4.2, https://cran.r-project.org/web/packages/MLFS. Accessed 14 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited MLFS R package
View MLFS citation profile
Other R packages that MLFS depends, imports, suggests or enhances
Complete documentation for MLFS
Functions, R codes and Examples using the MLFS R package
Some associated functions: BAI_prediction . BAI_prediction_halfPeriod . MLFS . add_stand_variables . add_stand_variables_halfPeriod . calculate_BAL . calculate_BAL_halfPeriod . crownHeight_prediction . crownHeight_prediction_halfPeriod . data_BAI . data_NFI . data_climate . data_final_cut_weights . data_ingrowth . data_mortality . data_site . data_tariffs . data_thinning_weights . data_tree_heights . data_v1 . data_v2 . data_v3 . data_v4 . data_v5 . data_v6 . df_volume_parameters . form_factors . height_prediction . height_prediction_halfPeriod . ingrowth_parameter_list . ingrowth_table . max_size_data . measurement_thresholds . predict_ingrowth . predict_mortality . simulate_harvesting . transform_data . volume_form_factors . volume_form_factors_halfPeriod . volume_functions . volume_functions_halfPeriod . volume_merchantable . volume_merchantable_halfPeriod . volume_tariffs . volume_tariffs_halfPeriod . volume_whole_tree . volume_whole_tree_halfPeriod . 
Some associated R codes: BAI_modul.R . BAI_modul_halfPeriod.R . MLFS.R . add_stand_variables.R . add_stand_variables_halfPeriod.R . calculate_BAL.R . calculate_BAL_halfPeriod.R . crown_modul.R . crown_modul_halfPeriod.R . data_BAI.R . data_NFI.R . data_climate.R . data_final_cut_weights.R . data_ingrowth.R . data_mortality.R . data_site.R . data_tariffs.R . data_thinning_weights.R . data_tree_heights.R . data_v1.R . data_v2.R . data_v3.R . data_v4.R . data_v5.R . data_v6.R . df_volume_parameters.R . form_factors.R . harvesting_modul.R . height_modul.R . height_modul_halfPeriod.R . ingrowth_modul.R . ingrowth_parameter_list.R . ingrowth_table.R . max_size_data.R . measurement_thresholds.R . mortality_modul.R . transform_data.R . volume_form_factors.R . volume_form_factors_halfPeriod.R . volume_functions.R . volume_functions_halfPeriod.R . volume_functions_slo_2p_merchantable.R . volume_functions_slo_2p_merchantable_halfPeriod.R . volume_functions_slo_2p_whole_tree.R . volume_functions_slo_2p_whole_tree_halfPeriod.R . volume_tariffs.R . volume_tariffs_halfPeriod.R .  Full MLFS package functions and examples
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