OpenForest
Forest dataset repository
A catalogue of forest monitoring datasets for machine learning and research purposes.
A catalogue of open access forest datasets
119 stars
3 watching
11 forks
Language: Python
last commit: almost 2 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ryanbressler/cloudforest | A high-performance ensemble learning framework for decision trees in Go. | 740 |
 juanb09111/finnforest | A collection of data and software tools for training machine learning models to analyze and understand forests | 46 |
 openforis/sepal | A platform for processing and analyzing large datasets related to forest monitoring and sustainable development | 213 |
 cidree/forestdata | A package providing easy access to forestry and land use datasets. | 13 |
 molina-valero/fortls | A package for automating the processing of point cloud data from terrestrial laser scanning or mobile laser scanning in forestry applications. | 21 |
 ghislainv/forestatrisk | A Python package to model and forecast deforestation risk in the tropics using spatial analysis and machine learning. | 119 |
 gyrrei/reforestree | A dataset and toolset for estimating tropical forest biomass from drone and field data. | 72 |
 malaschitz/randomforest | A Go implementation of random forest algorithms for machine learning and data analysis | 47 |
 hunter-stanke/rfia | A suite of tools to analyze and query the US Forest Inventory and Analysis (FIA) Database using R. | 47 |
 chguiterman/dfoliatr | An R package for analyzing tree-ring data to identify insect defoliators and disturbances in forests | 7 |
 metoffice/forest | A tool for visualizing forecast model output and observation data in a web portal. | 43 |
 ytarazona/forestoolboxrs | Tools and algorithms for processing satellite images to detect deforestation and monitor forest health. | 54 |
 glouppe/phd-thesis | An in-depth analysis of random forests, focusing on their learning capabilities and interpretability. | 525 |
 azvoleff/gfcanalysis | Tools and analyses for working with Hansen et al.'s Global Forest Change dataset | 17 |
 andrew-plowright/foresttools | A collection of R functions for analyzing and processing remote sensing forest data to detect and segment individual trees. | 68 |