Expert systems in oil palm precision agriculture: A decade systematic review
Oil palm (Elaeis guineensis Jacq.) is of the most profitable and widespread commercial high tree crops in the tropical world, typically in Southeastern Asia. The present study aims to provide a brief but broad overview of different applications of expert systems (ESs) in oil palm precision agricultu...
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| Format: | Article |
| Language: | English |
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Elsevier
2022-04-01
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| Series: | Journal of King Saud University: Computer and Information Sciences |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1319157822000398 |
| _version_ | 1798022713192742912 |
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| author | Xiao Jian Tan Wai Loon Cheor Kwok Shien Yeo Wai Zhe Leow |
| author_facet | Xiao Jian Tan Wai Loon Cheor Kwok Shien Yeo Wai Zhe Leow |
| author_sort | Xiao Jian Tan |
| collection | DOAJ |
| description | Oil palm (Elaeis guineensis Jacq.) is of the most profitable and widespread commercial high tree crops in the tropical world, typically in Southeastern Asia. The present study aims to provide a brief but broad overview of different applications of expert systems (ESs) in oil palm precision agriculture (PA), focusing on the three main generic categories: crop, water, and soil management. This study is meant to review research articles from the past decade: 2011–2020. Based on the search strategy alongside the inclusion criteria, 108 articles were included for synthesis activity. The findings of the study reveal patterns, networks, relationships, and trends in the application of ESs in oil palm PA in the past decade. The broad insight obtained from the synthesis activity was used to identify the possible roads ahead in oil palm PA. The findings of this study could be useful and beneficial to the research community and stakeholders in identifying the progress and trends of ESs in oil palm PA in the past decade, help to gain a holistic view on research gaps, potential markets, relevant advantages, the roads ahead, and contributing to further systematic research (deepen or broaden) in this topic. |
| first_indexed | 2024-04-11T17:34:28Z |
| format | Article |
| id | doaj.art-5de02ea4d6e846f2a90de8ebe09e18a4 |
| institution | Directory Open Access Journal |
| issn | 1319-1578 |
| language | English |
| last_indexed | 2024-04-11T17:34:28Z |
| publishDate | 2022-04-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Journal of King Saud University: Computer and Information Sciences |
| spelling | doaj.art-5de02ea4d6e846f2a90de8ebe09e18a42022-12-22T04:11:39ZengElsevierJournal of King Saud University: Computer and Information Sciences1319-15782022-04-0134415691594Expert systems in oil palm precision agriculture: A decade systematic reviewXiao Jian Tan0Wai Loon Cheor1Kwok Shien Yeo2Wai Zhe Leow3Centre for Multimodal Signal Processing, Department of Electrical and Electronics Engineering, Faculty of Engineering and Technology, Tunku Abdul Rahman University College (TARUC), Jalan Genting Kelang, Setapak, 53300 Kuala Lumpur, Malaysia; Corresponding author.Faculty of Electronic Engineering Technology, Universiti Malaysia Perlis (UniMAP), 02600 Arau, Perlis, MalaysiaDepartment of Electrical and Electronics Engineering, Faculty of Engineering and Technology, Tunku Abdul Rahman University College (TARUC), Jalan Genting Kelang, Setapak, 53300 Kuala Lumpur, MalaysiaFaculty of Electrical Engineering Technology, Universiti Malaysia Perlis (UniMAP), 02600, Arau, Perlis, MalaysiaOil palm (Elaeis guineensis Jacq.) is of the most profitable and widespread commercial high tree crops in the tropical world, typically in Southeastern Asia. The present study aims to provide a brief but broad overview of different applications of expert systems (ESs) in oil palm precision agriculture (PA), focusing on the three main generic categories: crop, water, and soil management. This study is meant to review research articles from the past decade: 2011–2020. Based on the search strategy alongside the inclusion criteria, 108 articles were included for synthesis activity. The findings of the study reveal patterns, networks, relationships, and trends in the application of ESs in oil palm PA in the past decade. The broad insight obtained from the synthesis activity was used to identify the possible roads ahead in oil palm PA. The findings of this study could be useful and beneficial to the research community and stakeholders in identifying the progress and trends of ESs in oil palm PA in the past decade, help to gain a holistic view on research gaps, potential markets, relevant advantages, the roads ahead, and contributing to further systematic research (deepen or broaden) in this topic.http://www.sciencedirect.com/science/article/pii/S1319157822000398Oil palmElaeis guineensis Jacq.Expert systemPrecision agricultureSystematic reviewSystematic bibliographic survey |
| spellingShingle | Xiao Jian Tan Wai Loon Cheor Kwok Shien Yeo Wai Zhe Leow Expert systems in oil palm precision agriculture: A decade systematic review Journal of King Saud University: Computer and Information Sciences Oil palm Elaeis guineensis Jacq. Expert system Precision agriculture Systematic review Systematic bibliographic survey |
| title | Expert systems in oil palm precision agriculture: A decade systematic review |
| title_full | Expert systems in oil palm precision agriculture: A decade systematic review |
| title_fullStr | Expert systems in oil palm precision agriculture: A decade systematic review |
| title_full_unstemmed | Expert systems in oil palm precision agriculture: A decade systematic review |
| title_short | Expert systems in oil palm precision agriculture: A decade systematic review |
| title_sort | expert systems in oil palm precision agriculture a decade systematic review |
| topic | Oil palm Elaeis guineensis Jacq. Expert system Precision agriculture Systematic review Systematic bibliographic survey |
| url | http://www.sciencedirect.com/science/article/pii/S1319157822000398 |
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