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chm-3d-visualizer
chm-3d-visualizer PublicA browser-based tool for interactive 3D visualization of canopy height model (CHM) datasets, built entirely in JavaScript. It allows users to load and explore multiple CHM GeoTIFF tiles directly in…
JavaScript 3
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lidar-canopy-metrics-r
lidar-canopy-metrics-r PublicR-based script for processing lidar point cloud data, generating and visualizing Digital Surface Model (DSM) and Digital Terrain Model (DTM), and extracting forest canopy metrics based on the lidR …
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ALS_Notebooks
ALS_Notebooks PublicJupyter notebooks in R and Python that demonstrate end-to-end workflows for generating derived products (e.g., canopy height models and canopy metrics) from Airborne Laser Scanning (ALS) data using…
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multi-temporal-lidar-forestry
multi-temporal-lidar-forestry PublicForked from sreejakr/multi-temporal-lidar-forestry
This repository provides an automated workflow for large-scale lidar data processing to map forest structure and change maps. Using lidR, Python libraries, it manages tiling, metric computation, an…
Jupyter Notebook
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Spaceborne_Notebooks
Spaceborne_Notebooks PublicPython and Jupyter notebooks implementing workflows to generate wall-to-wall forest attribute maps (canopy height, AGB, canopy cover) using spaceborne remote sensing data.
Jupyter Notebook
Repositories
- gedi-forest-structure-gee-app Public
A Google Earth Engine web application for machine-learning-based canopy height mapping that fuses NASA GEDI lidar data and harmonized Landsat and Sentinel-2 optical imagery to produce continuous forest structure maps.
OpenForest4D/gedi-forest-structure-gee-app’s past year of commit activity - API_workbench Public
This repository provides practical examples for interacting with the OpenForest4D API, alongside the core code samples underpinning the APIs. Use these resources directly or adapt them to build your own workflows.
OpenForest4D/API_workbench’s past year of commit activity - ALS_Notebooks Public
Jupyter notebooks in R and Python that demonstrate end-to-end workflows for generating derived products (e.g., canopy height models and canopy metrics) from Airborne Laser Scanning (ALS) data using open-source tools such as lidR. The repository includes reproducible examples for point cloud download, processing, and visualization.
OpenForest4D/ALS_Notebooks’s past year of commit activity - Spaceborne_Notebooks Public
Python and Jupyter notebooks implementing workflows to generate wall-to-wall forest attribute maps (canopy height, AGB, canopy cover) using spaceborne remote sensing data.
OpenForest4D/Spaceborne_Notebooks’s past year of commit activity - treetop-r Public
R functions for extracting forest information from lidar-derived Canopy Height Models (CHMs). Based on carlos-alberto-silva/weblidar-treetop, the scripts have been refactored into standalone, modular functions better suited for automated or batch processing.
OpenForest4D/treetop-r’s past year of commit activity - lidar-canopy-metrics-r Public
R-based script for processing lidar point cloud data, generating and visualizing Digital Surface Model (DSM) and Digital Terrain Model (DTM), and extracting forest canopy metrics based on the lidR package.
OpenForest4D/lidar-canopy-metrics-r’s past year of commit activity - multi-temporal-lidar-forestry Public Forked from sreejakr/multi-temporal-lidar-forestry
This repository provides an automated workflow for large-scale lidar data processing to map forest structure and change maps. Using lidR, Python libraries, it manages tiling, metric computation, and differencing, and is parallelized to handle big data efficiently. The pipeline enables repeatable multi-temporal forest metrics to support conservation
OpenForest4D/multi-temporal-lidar-forestry’s past year of commit activity - chm-3d-visualizer Public
A browser-based tool for interactive 3D visualization of canopy height model (CHM) datasets, built entirely in JavaScript. It allows users to load and explore multiple CHM GeoTIFF tiles directly in the browser—no build tools required.
OpenForest4D/chm-3d-visualizer’s past year of commit activity
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