Evaluation of statistical and machine learning models using satellite data to estimate aboveground biomass: A study in Vietnam Tropical Forests

Evaluation of statistical and machine learning models using satellite data to estimate aboveground biomass: A study in Vietnam Tropical Forests

The combination of machine learning models with satellite imagery is becoming a popular data-modeling tool for biomass prediction, supporting land cover management. This study aims to select the most suitable model to estimate tropical forest aboveground biomass in Vietnam, helping to manage and mon...

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Bibliographic Details
Main Authors: Thuy Phuong Nguyen, Phuc Khoa Nguyen, Huu Ngu Nguyen, Thanh Duc Tran, Gia Tung Pham, Thai Hung Le, Dinh Huy Le, Trung Hai Nguyen, Van Binh Nguyen
Format: Article
Language:English
Published: Taylor & Francis Group 2024-10-01
Series:Forest Science and Technology
Subjects:
aboveground biomass estimation
satellite data
machine learning algorithm
tropical forest
Online Access:https://www.tandfonline.com/doi/10.1080/21580103.2024.2409211
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