lidR
Airborne LiDAR data manipulation and visualisation for forestry application
globalmatch
GlobalMatch: Registration of forest terrestrial point clouds by global matching of relative stem positions [ISPRS 2023]
awesome-forests
🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.
ForestVegetationSimulator
Forest Vegetation Simulation (FVS) - Growth and Yield Modeling software
wee-forest
Mapping trees of the United Kingdom, using Mapbox, TypeScript, Geopandas and data from UK's National Forest and Ancient Woodland Inventories.
treediversity
Notebooks to calculate tree diversity indices (Shannon and Simpson) for planners, foresters, and ecologists!
https://github.com/aitorvv/simanfor_cloud_dss
Original data, code and results of: SIMANFOR cloud Decision Support System: structure, content, and applications
multiobjectoptimizationcableyarding
This project builds a digital twin of a forest to optimize cable road layouts in timber extraction on steep terrain. The simulation and subseqeuent optimization process computes realistic cable roads with cost-efficient supports while minimizing environmental impact. Code and visualization are provided for data processing and implementation.
quercus_pyrenaica_silviculture_cyl
A repository with the original data, code and results of: **Silviculture alternatives evaluation for managing complex Quercus pyrenaica stands**
https://github.com/ai4trees/deepforest-finetuning
Fine-tuning of the DeepForest model for tree detection in aerial imagery
forestables
Read and uniformize forest inventories data from the FIA (USA forest inventory), FFI (France forest inventory) and IFN (Spain forest inventory) from R
simanfor_mixed_models_implementation
A repository with the original data, code and results of: *Mixed forest model parameterization and integration into simulation platforms as a tool for decision-making processes*
ibero_evaluation_and_validation
Original data, code and results of: Evaluation and validation of forest models: insight from Mediterranean and Scots pine models in Spain
ml_individual_tree_mortality
Does Machine Learning outperform Logistic Regression in predicting individual tree mortality? - code and data