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Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review
As the most popular technologies of the 21st century, artificial intelligence (AI) and the internet of things (IoT) are the most effective paradigms that have played a vital role in transforming the agricultural industry during the pandemic. The convergence of AI and IoT has sparked a recent wave of...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098529/ https://www.ncbi.nlm.nih.gov/pubmed/37050812 http://dx.doi.org/10.3390/s23073752 |
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author | Adli, Hasyiya Karimah Remli, Muhammad Akmal Wan Salihin Wong, Khairul Nizar Syazwan Ismail, Nor Alina González-Briones, Alfonso Corchado, Juan Manuel Mohamad, Mohd Saberi |
author_facet | Adli, Hasyiya Karimah Remli, Muhammad Akmal Wan Salihin Wong, Khairul Nizar Syazwan Ismail, Nor Alina González-Briones, Alfonso Corchado, Juan Manuel Mohamad, Mohd Saberi |
author_sort | Adli, Hasyiya Karimah |
collection | PubMed |
description | As the most popular technologies of the 21st century, artificial intelligence (AI) and the internet of things (IoT) are the most effective paradigms that have played a vital role in transforming the agricultural industry during the pandemic. The convergence of AI and IoT has sparked a recent wave of interest in artificial intelligence of things (AIoT). An IoT system provides data flow to AI techniques for data integration and interpretation as well as for the performance of automatic image analysis and data prediction. The adoption of AIoT technology significantly transforms the traditional agriculture scenario by addressing numerous challenges, including pest management and post-harvest management issues. Although AIoT is an essential driving force for smart agriculture, there are still some barriers that must be overcome. In this paper, a systematic literature review of AIoT is presented to highlight the current progress, its applications, and its advantages. The AIoT concept, from smart devices in IoT systems to the adoption of AI techniques, is discussed. The increasing trend in article publication regarding to AIoT topics is presented based on a database search process. Lastly, the challenges to the adoption of AIoT technology in modern agriculture are also discussed. |
format | Online Article Text |
id | pubmed-10098529 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100985292023-04-14 Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review Adli, Hasyiya Karimah Remli, Muhammad Akmal Wan Salihin Wong, Khairul Nizar Syazwan Ismail, Nor Alina González-Briones, Alfonso Corchado, Juan Manuel Mohamad, Mohd Saberi Sensors (Basel) Review As the most popular technologies of the 21st century, artificial intelligence (AI) and the internet of things (IoT) are the most effective paradigms that have played a vital role in transforming the agricultural industry during the pandemic. The convergence of AI and IoT has sparked a recent wave of interest in artificial intelligence of things (AIoT). An IoT system provides data flow to AI techniques for data integration and interpretation as well as for the performance of automatic image analysis and data prediction. The adoption of AIoT technology significantly transforms the traditional agriculture scenario by addressing numerous challenges, including pest management and post-harvest management issues. Although AIoT is an essential driving force for smart agriculture, there are still some barriers that must be overcome. In this paper, a systematic literature review of AIoT is presented to highlight the current progress, its applications, and its advantages. The AIoT concept, from smart devices in IoT systems to the adoption of AI techniques, is discussed. The increasing trend in article publication regarding to AIoT topics is presented based on a database search process. Lastly, the challenges to the adoption of AIoT technology in modern agriculture are also discussed. MDPI 2023-04-05 /pmc/articles/PMC10098529/ /pubmed/37050812 http://dx.doi.org/10.3390/s23073752 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Adli, Hasyiya Karimah Remli, Muhammad Akmal Wan Salihin Wong, Khairul Nizar Syazwan Ismail, Nor Alina González-Briones, Alfonso Corchado, Juan Manuel Mohamad, Mohd Saberi Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review |
title | Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review |
title_full | Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review |
title_fullStr | Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review |
title_full_unstemmed | Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review |
title_short | Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review |
title_sort | recent advancements and challenges of aiot application in smart agriculture: a review |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098529/ https://www.ncbi.nlm.nih.gov/pubmed/37050812 http://dx.doi.org/10.3390/s23073752 |
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