Implementation of Artificial Intelligence in Agriculture | Journal of Computational and Cognitive Engineering

<!DOCTYPE html> <html lang="en" xml:lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title> Implementation of Artificial Intelligence in Agriculture | Journal of Computational and Cognitive Engineering </title> <link rel="icon" href="https://ojs.bonviewpress.com/public/journals/4/favicon_en_US.png"> <meta name="generator" content="Open Journal Systems 3.4.0.7"> <meta name="gs_meta_revision" content="1.1"/> <meta name="citation_journal_title" content="Journal of Computational and Cognitive Engineering"/> <meta name="citation_journal_abbrev" content="JCCE"/> <meta name="citation_issn" content="2810-9503"/> <meta name="citation_author" content="Shivangi Sharma"/> <meta name="citation_author_institution" content="Department of Computer Science and Engineering, Lakshmi Narain College of Technology and Sciences, India"/> <meta name="citation_author" content="Kirti Verma"/> <meta name="citation_author_institution" content="Department of Engineering Mathematics, Lakshmi Narain College of Technology, India"/> <meta name="citation_author" content="Palak Hardaha"/> <meta name="citation_author_institution" content="Department of Computer Science and Engineering, Lakshmi Narain College of Technology and Sciences, India"/> <meta name="citation_title" content="Implementation of Artificial Intelligence in Agriculture"/> <meta name="citation_language" content="en"/> <meta name="citation_date" content="2023"/> <meta name="citation_volume" content="2"/> <meta name="citation_issue" content="2"/> <meta name="citation_firstpage" content="155"/> <meta name="citation_lastpage" content="162"/> <meta name="citation_doi" content="10.47852/bonviewJCCE2202174"/> <meta name="citation_abstract_html_url" content="https://ojs.bonviewpress.com/index.php/JCCE/article/view/174"/> <meta name="citation_abstract" xml:lang="en" content="Agriculture has a significant contribution to the economy. Agricultural automation is a major cause of concern and a relatively new phenomenon throughout the world. The world's population is quickly growing, resulting in increased demand for food and labor. Farmers' customary techniques were insufficient to achieve these goals. As a result, new automated techniques were developed. These creative initiatives met food demands while also providing work opportunities for a large number of people. Agriculture has changed as a result of artificial intelligence. This strategy has shielded agricultural production from a variety of threats such as weather, population growth, labour rights, and food security concerns. The major issue of this is the numerous applications of AI in agriculture, such as irrigation, weeding, and spraying with different sensors or other ways implanted in robots and drones. These technologies limit the use of water, pesticides, and herbicides, preserve soil fertility and help in the effective use of labour, resulting in increased output and quality. Many researchers efforts to gain a quick overview of the present state of automation in agriculture, including weeding systems using robots and drones. Two automated weeding strategies are explored, as well as several soil water sensing technologies. The utilization of drones, as well as the numerous methods for spraying and crop monitoring that drones employ. In this Paper we also discuss how AI should be combined with other technologies and applications of AI in solving farming challenges. 聽 Received: 18 February 2022 | Revised: 2 June 2022 | Accepted: 2 July 2022 聽 Conflicts of Interest The authors declare that they have no conflicts of interest to this work."/> <meta name="citation_keywords" xml:lang="en" content="artificial intelligence"/> <meta name="citation_keywords" xml:lang="en" content="herbicide"/> <meta name="citation_keywords" xml:lang="en" content="pesticide"/> <meta name="citation_keywords" xml:lang="en" content="automation"/> <meta name="citation_keywords" xml:lang="en" content="irrigation"/> <meta name="citation_keywords" xml:lang="en" content="machine learning"/> <meta name="citation_keywords" xml:lang="en" content="anomaly detection"/> <meta name="citation_keywords" xml:lang="en" content="computer vision"/> <meta name="citation_keywords" xml:lang="en" content="natural language processing"/> <meta name="citation_keywords" xml:lang="en" content="conversational AI"/> <meta name="citation_pdf_url" content="https://ojs.bonviewpress.com/index.php/JCCE/article/download/174/173"/> <link rel="schema.DC" href="http://purl.org/dc/elements/1.1/" /> <meta name="DC.Creator.PersonalName" content="Shivangi Sharma"/> <meta name="DC.Creator.PersonalName" content="Kirti Verma"/> <meta name="DC.Creator.PersonalName" content="Palak Hardaha"/> <meta name="DC.Date.created" scheme="ISO8601" content="2022-07-04"/> <meta name="DC.Date.dateSubmitted" scheme="ISO8601" content="2022-02-17"/> <meta name="DC.Date.issued" scheme="ISO8601" content="2023-05-18"/> <meta name="DC.Date.modified" scheme="ISO8601" content="2024-01-10"/> <meta name="DC.Description" xml:lang="en" content="Agriculture has a significant contribution to the economy. Agricultural automation is a major cause of concern and a relatively new phenomenon throughout the world. The world's population is quickly growing, resulting in increased demand for food and labor. Farmers' customary techniques were insufficient to achieve these goals. As a result, new automated techniques were developed. These creative initiatives met food demands while also providing work opportunities for a large number of people. Agriculture has changed as a result of artificial intelligence. This strategy has shielded agricultural production from a variety of threats such as weather, population growth, labour rights, and food security concerns. The major issue of this is the numerous applications of AI in agriculture, such as irrigation, weeding, and spraying with different sensors or other ways implanted in robots and drones. These technologies limit the use of water, pesticides, and herbicides, preserve soil fertility and help in the effective use of labour, resulting in increased output and quality. Many researchers efforts to gain a quick overview of the present state of automation in agriculture, including weeding systems using robots and drones. Two automated weeding strategies are explored, as well as several soil water sensing technologies. The utilization of drones, as well as the numerous methods for spraying and crop monitoring that drones employ. In this Paper we also discuss how AI should be combined with other technologies and applications of AI in solving farming challenges. 聽 Received: 18 February 2022 | Revised: 2 June 2022 | Accepted: 2 July 2022 聽 Conflicts of Interest The authors declare that they have no conflicts of interest to this work."/> <meta name="DC.Format" scheme="IMT" content="application/pdf"/> <meta name="DC.Identifier" content="174"/> <meta name="DC.Identifier.pageNumber" content="155-162"/> <meta name="DC.Identifier.DOI" content="10.47852/bonviewJCCE2202174"/> <meta name="DC.Identifier.URI" content="https://ojs.bonviewpress.com/index.php/JCCE/article/view/174"/> <meta name="DC.Language" scheme="ISO639-1" content="en"/> <meta name="DC.Rights" content="Copyright (c) 2022 Authors"/> <meta name="DC.Rights" content="https://creativecommons.org/licenses/by/4.0/"/> <meta name="DC.Source" content="Journal of Computational and Cognitive Engineering"/> <meta name="DC.Source.ISSN" content="2810-9503"/> <meta 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class="separator">/</span> </li> <li class="current" aria-current="page"> <span aria-current="page"> Research Articles </span> </li> </ol> </nav> <article class="obj_article_details"> <h1 class="page_title"> Implementation of Artificial Intelligence in Agriculture </h1> <div class="row"> <div class="main_entry"> <section class="item authors"> <h2 class="pkp_screen_reader">Authors</h2> <ul class="authors"> <li> <span class="name"> Shivangi Sharma </span> <span class="affiliation"> Department of Computer Science and Engineering, Lakshmi Narain College of Technology and Sciences, India </span> </li> <li> <span class="name"> Kirti Verma </span> <span class="affiliation"> Department of Engineering Mathematics, Lakshmi Narain College of Technology, India </span> <span class="orcid"> <svg class="orcid_icon" viewBox="0 0 256 256" aria-hidden="true"> <style type="text/css"> .st0{fill:#A6CE39;} .st1{fill:#FFFFFF;} </style> <path class="st0" d="M256,128c0,70.7-57.3,128-128,128C57.3,256,0,198.7,0,128C0,57.3,57.3,0,128,0C198.7,0,256,57.3,256,128z"/> <g> <path class="st1" d="M86.3,186.2H70.9V79.1h15.4v48.4V186.2z"/> <path class="st1" d="M108.9,79.1h41.6c39.6,0,57,28.3,57,53.6c0,27.5-21.5,53.6-56.8,53.6h-41.8V79.1z M124.3,172.4h24.5 c34.9,0,42.9-26.5,42.9-39.7c0-21.5-13.7-39.7-43.7-39.7h-23.7V172.4z"/> <path class="st1" d="M88.7,56.8c0,5.5-4.5,10.1-10.1,10.1c-5.6,0-10.1-4.6-10.1-10.1c0-5.6,4.5-10.1,10.1-10.1 C84.2,46.7,88.7,51.3,88.7,56.8z"/> </g> </svg> <a href="https://orcid.org/0000-0003-4658-9722" target="_blank"> https://orcid.org/0000-0003-4658-9722 </a> </span> </li> <li> <span class="name"> Palak Hardaha </span> <span class="affiliation"> Department of Computer Science and Engineering, Lakshmi Narain College of Technology and Sciences, India </span> </li> </ul> </section> <section class="item doi"> <h2 class="label"> DOI: </h2> <span class="value"> <a href="https://doi.org/10.47852/bonviewJCCE2202174"> https://doi.org/10.47852/bonviewJCCE2202174 </a> </span> </section> <section class="item keywords"> <h2 class="label"> Keywords: </h2> <span class="value"> artificial intelligence, herbicide, pesticide, automation, irrigation, machine learning, anomaly detection, computer vision, natural language processing, conversational AI </span> </section> <section class="item abstract"> <h2 class="label">Abstract</h2> <p>Agriculture has a significant contribution to the economy. Agricultural automation is a major cause of concern and a relatively new phenomenon throughout the world. The world's population is quickly growing, resulting in increased demand for food and labor. Farmers' customary techniques were insufficient to achieve these goals. As a result, new automated techniques were developed. These creative initiatives met food demands while also providing work opportunities for a large number of people. Agriculture has changed as a result of artificial intelligence. This strategy has shielded agricultural production from a variety of threats such as weather, population growth, labour rights, and food security concerns. The major issue of this is the numerous applications of AI in agriculture, such as irrigation, weeding, and spraying with different sensors or other ways implanted in robots and drones. These technologies limit the use of water, pesticides, and herbicides, preserve soil fertility and help in the effective use of labour, resulting in increased output and quality. Many researchers efforts to gain a quick overview of the present state of automation in agriculture, including weeding systems using robots and drones. Two automated weeding strategies are explored, as well as several soil water sensing technologies. The utilization of drones, as well as the numerous methods for spraying and crop monitoring that drones employ. In this Paper we also discuss how AI should be combined with other technologies and applications of AI in solving farming challenges.</p> <p>聽</p> <p><strong>Received</strong>: 18 February 2022 | <strong>Revised</strong>: 2 June 2022 | <strong>Accepted</strong>: 2 July 2022</p> <p>聽</p> <p><strong>Conflicts of Interest</strong></p> <p>The authors declare that they have no conflicts of interest to this work.</p> </section> <br /><div class="separator"></div><div class="item abstract" id="trendmd-suggestions"></div><script defer src='//js.trendmd.com/trendmd.min.js' data-trendmdconfig='{"website_id":"89267", "element":"#trendmd-suggestions"}'></script><div class="item downloads_chart"> <h3 class="label"> Metrics </h3> <div id="paperbuzz"><div id="loading">Metrics Loading ...</div></div> <script type="text/javascript"> window.onload = function () { var options = { paperbuzzStatsJson: JSON.parse('{\"altmetrics_sources\":[{\"events\":null,\"events_count\":5150,\"events_count_by_day\":[{\"count\":\"32\",\"date\":\"2022-07-04\"},{\"count\":\"5\",\"date\":\"2022-07-05\"},{\"count\":\"1\",\"date\":\"2022-07-06\"},{\"count\":\"1\",\"date\":\"2022-07-09\"},{\"count\":\"1\",\"date\":\"2022-07-10\"},{\"count\":\"2\",\"date\":\"2022-07-11\"},{\"count\":\"1\",\"date\":\"2022-07-12\"},{\"count\":\"1\",\"date\":\"2022-07-13\"},{\"count\":\"1\",\"date\":\"2022-07-14\"},{\"count\":\"3\",\"date\":\"2022-07-18\"},{\"count\":\"2\",\"date\":\"2022-07-20\"},{\"count\":\"1\",\"date\":\"2022-07-24\"},{\"count\":\"1\",\"date\":\"2022-07-31\"}],\"events_count_by_month\":[{\"count\":\"52\",\"date\":\"2022-07\"},{\"count\":\"15\",\"date\":\"2022-08\"},{\"count\":\"9\",\"date\":\"2022-09\"},{\"count\":\"9\",\"date\":\"2022-10\"},{\"count\":\"16\",\"date\":\"2022-11\"},{\"count\":\"20\",\"date\":\"2022-12\"},{\"count\":\"24\",\"date\":\"2023-01\"},{\"count\":\"29\",\"date\":\"2023-02\"},{\"count\":\"23\",\"date\":\"2023-03\"},{\"count\":\"31\",\"date\":\"2023-04\"},{\"count\":\"132\",\"date\":\"2023-05\"},{\"count\":\"257\",\"date\":\"2023-06\"},{\"count\":\"233\",\"date\":\"2023-07\"},{\"count\":\"308\",\"date\":\"2023-08\"},{\"count\":\"306\",\"date\":\"2023-09\"},{\"count\":\"355\",\"date\":\"2023-10\"},{\"count\":\"280\",\"date\":\"2023-11\"},{\"count\":\"272\",\"date\":\"2023-12\"},{\"count\":\"246\",\"date\":\"2024-01\"},{\"count\":\"274\",\"date\":\"2024-02\"},{\"count\":\"289\",\"date\":\"2024-03\"},{\"count\":\"270\",\"date\":\"2024-04\"},{\"count\":\"299\",\"date\":\"2024-05\"},{\"count\":\"188\",\"date\":\"2024-06\"},{\"count\":\"240\",\"date\":\"2024-07\"},{\"count\":\"274\",\"date\":\"2024-08\"},{\"count\":\"266\",\"date\":\"2024-09\"},{\"count\":\"267\",\"date\":\"2024-10\"},{\"count\":\"166\",\"date\":\"2024-11\"}],\"events_count_by_year\":[{\"count\":\"121\",\"date\":\"2022\"},{\"count\":\"2250\",\"date\":\"2023\"},{\"count\":\"2779\",\"date\":\"2024\"}],\"source\":{\"display_name\":\"File downloads\"},\"source_id\":\"fileDownloads\"}],\"crossref_event_data_url\":\"https:\\/\\/api.eventdata.crossref.org\\/v1\\/events?rows=1000&filter=from-collected-date:1990-01-01,until-collected-date:2099-01-01,obj-id:10.47852\\/bonviewjcce2202174\",\"doi\":\"10.47852\\/bonviewjcce2202174\",\"metadata\":{\"DOI\":\"10.47852\\/bonviewjcce2202174\",\"ISSN\":[\"2810-9503\"],\"URL\":\"http:\\/\\/dx.doi.org\\/10.47852\\/bonviewjcce2202174\",\"abstract\":\"<jats:p>Agriculture has a significant contribution to the economy. 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