Predicting oil palm yield using a comprehensive agronomy dataset and 17 machine learning and deep learning models

Author:

Jamshidi Ehsan Jolous,Yusup Yusri,Hooy Chee Wooi,Kamaruddin Mohamad Anuar,Mat Hassan Hasnuri,Muhammad Syahidah Akmal,Mohd Shafri Helmi Zulhaidi,Then Kek Hoe,Norizan Mohd Shahkhirat,Tan Choon Chek

Funder

Malaysia Ministry of Higher Education

Publisher

Elsevier BV

Reference48 articles.

1. Predicting heritability of oil palm breeding using phenotypic traits and machine learning;Ahmad Latif;Sustainability,2021

2. Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning;Ang;Earth Sci. Inf.,2022

3. Evaluation of soil fertility status in oil palm plantations in the western region of Ghana;Apori;AIMS Agricult. Food,2020

4. A review of deep learning techniques used in agriculture;Attri;Eco. Inform.,2023

5. A framework for predicting oil-palm yield from climate data;Awan,2006

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