Above-ground biomass and carbon stock estimation of Harumanis using artificial neural network and random forest / Siti Noor Syazwani Zakaria, Nurul Ain Mohd Zaki and Farrah Melissa Muharam

Zakaria, Siti Noor Syazwani and Mohd Zaki, Nurul Ain and Muharam, Farrah Melissa (2023) Above-ground biomass and carbon stock estimation of Harumanis using artificial neural network and random forest / Siti Noor Syazwani Zakaria, Nurul Ain Mohd Zaki and Farrah Melissa Muharam. In: International Invention, Innovation and Design Exposition for Built Environment and Engineering 2023. College of Built Environment.

Abstract

The artificial neural network and random forest are the popular machine learning algorithms to estimate above-ground biomass and carbon stock. This algorithms will be used to estimate the carbon stock for Harumanis.

Item Details

Item Type:	Book Section
Creators:	Creators Email / ID Num. Zakaria, Siti Noor Syazwani UNSPECIFIED Mohd Zaki, Nurul Ain UNSPECIFIED Muharam, Farrah Melissa UNSPECIFIED
Divisions:	Universiti Teknologi MARA, Shah Alam > College of Built Environment
Keywords:	Harumanis, biomass, carbon
Date:	2023
URI:	https://ir.uitm.edu.my/id/eprint/85153

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