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UAV Multispectral Indices and Linear Regression for Estimating Biomass and Carbon in Rubber Plantations

This study aimed to develop an accurate method for estimating aboveground biomass and carbon sequestration in rubber plantations by integrating multispectral imagery acquired from UAVs with vegetation indices and machine learning algorithms. The research was conducted over approximately 266.56 ha of...

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Hoofdauteurs: Piyatida Awichin, Teerawong Laosuwan, Satith Sangpradid, Yannawut Uttaruk, Titipong Phoophathong, Smith Leammanee, Joe Nuchthapho
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: IEEE 2025-01-01
Reeks:IEEE Access
Onderwerpen:
UAV
machine learning
vegetation indices
multispectral imagery
aboveground biomass
carbon sequestration learning
Online toegang:https://ieeexplore.ieee.org/document/11300857/
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