lidR

An R package for airborne LiDAR data manipulation and visualization for forestry application.

als forestry las laz lidar point-cloud r remote-sensing

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 23.2

DeepForest

Python Package for Tree Crown Detection in Airborne RGB imagery.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 19.2

ForestTools

Detect and segment individual tree from remotely sensed data.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 13.2

3DFin

A free software for automatic computation of tree parameters in terrestrial point clouds.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 13.0

DetecTree

A Pythonic library to classify tree/non-tree pixels from aerial imagery.

image-segmentation python remote-sensing tree-canopy tree-detection tree-pixels

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 12.9

Detectree2

Automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN.

deep-learning detectron2 python pytorch

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 11.5

sgsR

A structurally guided sampling toolbox for LiDAR-based forest inventories.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 11.2

FORTLS

Detect and segment individual tree from remotely sensed data.

forest-inventory forest-monitoring lidar-point-cloud

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 11.0

pyfor

Tools for analyzing aerial point clouds of forest data.

forest-inventory forestry las lidar

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 10.8

rTwig

A method for correcting unrealistic cylinders in quantitative structure models (QSMs) due to technical limitations of current LiDAR sensor technology in forestry measurements.

forestry lidar modeling qsm r r-package rcpp rpackage

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 7.7

rGEDI

An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 6.8

Sentinel-Tree-Cover

This project maps tree extent at the ten-meter scale using open source artificial intelligence and satellite imagery.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 6.7

Forest Structural Complexity Tool

Allowing plot scale measurements to be extracted automatically from most high-resolution forest point clouds from a variety of sensor sources.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 6.6

DeepTreeAttention

Hyperspectral Image Classification with Attention Aided CNNs.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 6.5

TreeLS

High performance R functions for forest data processing based on Terrestrial Laser Scanning (but not only) point clouds.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 6.5

NeonTreeEvaluation

Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 6.1

ForestGapR

An R Package for Airborne Laser Scanning-derived Tropical Forest Gaps Analysis.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 5.5

Restor Foundation Tree Crown Delineation Pipeline

A powerful and easy-to-use pipeline for detecting individual trees and tree canopy in aerial images.

conservation ecology forest segmentation tree tree-mapping

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 5.3

TreeCrownDelineation

This package performs automatic delineation of individual tree crowns in remote sensing imagery.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 5.3

3D Forest

Visualization, processing and analysis of Lidar point clouds, mainly focused on forest environment.

3d classification cpp cross-platform data-analysis desktop-application editor forest gui interactive-visualization las laser-scanning lidar opengl plugins point-cloud qt scientific-computing segmentation tree

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 5.3

ForesToolboxRS

Remote Sensing Tools for Forest Monitoring.

change-detection deforestation machine-learning remote-sensing

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 4.7

canopyLazR

An R package that estimates leaf area density and leaf area index from airborne LiDAR point clouds.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 4.4

CspStandSegmentation

An R-package for the segmentation of single trees from forest point clouds scanned with terrestrial, mobile or unmanned LiDAR systems.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 4.3

forestlas

Code for generating metrics of forest vertical structure from airborne LiDAR data.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 4.1

lasR

Production of canopy height model, digital terrain model, tree detection and segmentation on large coverage.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 4.0

detectreeRGB

Tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: 3.7

TreeQSM

Quantitative Structure Models of Single Trees from Laser Scanner Data.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: -Infinity

treeseg

Developed to near-automatically extract tree-level point clouds from high-density larger-area lidar point clouds acquired in forests.

Biosphere - Forest Remote Sensing - Last synced: 27 Apr 2025 - Ranking: -Infinity