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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...

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Autores principales: Adli, Hasyiya Karimah, Remli, Muhammad Akmal, Wan Salihin Wong, Khairul Nizar Syazwan, Ismail, Nor Alina, González-Briones, Alfonso, Corchado, Juan Manuel, Mohamad, Mohd Saberi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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