canopy-height-models

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langnico /global-canopy-height-model

Star162

This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to estimate canopy top height anywhere on Earth. The model estimates canopy top height for every Sentinel-2 image pixel and was trained using sparse GEDI LIDAR data as a reference.

deep-learning uncertainty ensemble gedi sentinel-2 canopy-height-models

UpdatedOct 13, 2023
Python

Oht0nger /xATLy

Star15

ICESat-2 ATL03/ATL08 Processing and Analysis

terrain-analysis icesat-2 atl03 atl08 canopy-height-models

UpdatedJun 12, 2023
HTML

WangHuangHan /CanopyCarbonPrediction_GEE

Star13

This project uses satellite images on Google Earth Engine to predict canopy height and estimate carbon content in the University of Malaya forest area.

javascript machine-learning remote-sensing satellite-imagery google-earth-engine aboveground-biomass carbon-storage canopy-height-models

UpdatedFeb 2, 2025
JavaScript

hiyamdebary /download_neon_tiles

Star6

Easy download of NEON LiDAR products in a scalable manner.

tree scalability lidar height-map downloading-data canopy-height-models

UpdatedApr 14, 2025
Python

BzGEO /spaceborne_lidar

Star2

Python scripts for extracting GEDI and ICESat-2 data from HDF to shapefiles

forest vegetation hdf5 lidar shp shapefile gedi shp-file hdf icesat-2 icesat2 desktop-gis canopy-height-models vegetation-height

UpdatedJul 12, 2025
Python

Scicrop /brazil-canopy-height-model

Star1

This repository is a fork ofhttps://github.com/langnico/global-canopy-height-model/ and contains the code used to create the results presented in the paper: A high-resolution canopy height model of the Earth. The model estimates canopy top height for Sentinel-2 images

canopy canopy-height-models

UpdatedJun 22, 2024
Python

OpenForest4D /chm-3d-visualizer

Star1

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.

visualization geotiff forestry canopy-height-models

UpdatedJun 2, 2025
JavaScript

VietDucNg /DSM-from-pointCloud

Star1

Tutorial for creating DSM from LiDAR data in R

point-cloud lidar dsm pointcloud lidar-point-cloud lidar-data digital-surface-model canopy-model canopy-height-models

UpdatedJun 10, 2024
HTML

OpenForest4D /lidar-canopy-metrics-r

Star0

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.

lidar lidar-point-cloud digital-elevation-models canopy-height-models

UpdatedMay 16, 2025
R

OpenForest4D /treetop-r

Star1

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.

lidar lidar-point-cloud canopy-height-models