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test code and data for "GEDI Waveform-Adaptive Metrics for Enhanced Canopy Height Retrieval in Dense Amazon Forests"

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Zenodo2026-02-06 更新2026-05-26 收录
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==================================================Replication Package for:"GEDI Waveform-Adaptive Metrics for Enhanced Canopy Height Retrieval in Dense Amazon Forests"================================================== AUTHORS-------Yianyu Yu, Wenjian Ni, Zhiyu Zhang, Zhifeng Guo, Jie Wang, Chuan Wang DESCRIPTION-----------This repository contains the code and test data for the Waveform-Adaptive Elevation and height Detection (WAED) algorithm. This algorithm is designed to improve ground detection and canopy height retrieval from GEDI waveform data in very dense forest environments. SYSTEM REQUIREMENTS-------------------- **Operating System**: Windows 10 or newer- **Software**: MATLAB R2018a or newer- **Required MATLAB Toolboxes**: - Image Processing Toolbox - Statistics and Machine Learning Toolbox - (Optional) Parallel Computing Toolbox (for faster processing) FILE STRUCTURE--------------- `main_WAED.m`: The main script of the WAED algorithm. It performs ground and canopy height extraction and assesses the results against ALS reference data.- `test_data/`: Directory containing the test data. - Contains two tracks of GEDI data from two study areas. - Includes GEDI L1B and L2A products, ALS reference data, study area boundaries, and NASADEM slope files.- `lib_function/`: Directory containing auxiliary functions required to support the main script. QUICK START GUIDE-----------------1. Unzip `WAED_code_test_data.7z` to your desired working directory.2. Launch MATLAB and navigate to the unzipped directory in the MATLAB Command Window: LICENSE-------This replication package is provided to support the peer review process of the associated manuscript. Full public release will occur upon article acceptance. SUPPORT-------For technical questions regarding code implementation, please contact:- Yianyu Yu: yuty@radi.ac.cn- Wenjian Ni: niwj@aircas.ac.cn

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2026-02-06
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