Farmer’s Touch: Harnessing Technologies to Enhance Crop Production

Farmer’s Touch: Harnessing Technologies to Enhance Crop Production | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Farmer’s Touch: Harnessing Technologies to Enhance Crop Production Mohana Siri Vasamsetty, Yamuna Devi Buradakavi, Vishal Battula, and 2 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-4209696/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract The objective of every agricultural endeavour is to achieve optimal output and productivity under varying conditions, thereby conserving precious resources, energy, and reducing production costs. Modern agricultural practices focus on the detailed monitoring of crop conditions by assessing variables like soil quality, plant vitality, the impact of fertilizers and pesticides, irrigation levels, and overall yield. Precision Agriculture is defined as a farm management approach that utilizes information and technology to pinpoint, analyse, and address the variability found within fields to enhance yield, profitability, sustainability, and environmental protection, all while cutting down on costs. This field employs advanced sensor technologies and analytical tools to boost crop production and support management decisions. Our project aims to provide guidance to both commercial farmers and individuals interested in gardening on the necessary steps and precautions for improving crop yield. This comprehensive project will offer advice across various sectors, including soil management, pest control, equipment, and marketing, using a technology stack that comprises a Full-Stack web application, a Machine Learning-powered Chatbot integrated via Flask API with a translation feature, and SQL. The primary objective of this project is to deliver virtual blog content and web-based assistance for enhanced crop growth and yield. Full Stack ChatBot Deep Learning Machine Learning API SQL. Full Text Additional Declarations Competing interest reported. We want to publish our project to the whole world. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-4209696","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":288262780,"identity":"2920d693-ff3d-4c72-9db8-16eeb6c33a03","order_by":0,"name":"Mohana Siri Vasamsetty","email":"","orcid":"","institution":"Aditya Engineering College","correspondingAuthor":false,"prefix":"","firstName":"Mohana","middleName":"Siri","lastName":"Vasamsetty","suffix":""},{"id":288262781,"identity":"1142363d-4b54-4b1e-bd04-588fbada86b4","order_by":1,"name":"Yamuna Devi Buradakavi","email":"","orcid":"","institution":"Aditya Engineering College","correspondingAuthor":false,"prefix":"","firstName":"Yamuna","middleName":"Devi","lastName":"Buradakavi","suffix":""},{"id":288262783,"identity":"79c96a24-a0c6-4995-a277-14e491ad0f64","order_by":2,"name":"Vishal Battula","email":"","orcid":"","institution":"Aditya Engineering College","correspondingAuthor":false,"prefix":"","firstName":"Vishal","middleName":"","lastName":"Battula","suffix":""},{"id":288262785,"identity":"a33f243b-db58-4ad1-836e-2407acf5dd5d","order_by":3,"name":"Prahashit Jayanthy","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA/ElEQVRIiWNgGAWjYBACfmbGxgcJBhL1/PzNByBCB8AIN5Bsbz5s8KDCJkFyxrEE4rQYnDmWJvngTFqCwYEcA7gW/OBGjplEYtvhPIYDZz5++FDDIMd3I4HxcAEeHYwzcowtgFqKGZt7NwMdx2AseSOB4fAMPFqYJXIMbwC1MDYznN0gzdvAkLgBpIUHjxY2ifwPEon/DjO2MeQ8/v23gaGeoBYenjNGQL+kJfYw5LBJMzYwJBgQ0iLB3mNskNhmYywhcczMsueYhOHMMw8b8GqxP8xj+PBnm4Sc/fnmxzd+1NjI8x1PPvwZnxYMW4EY6LxRMApGwSgYBZQBAIySWV4hvsMQAAAAAElFTkSuQmCC","orcid":"","institution":"Aditya Engineering College","correspondingAuthor":true,"prefix":"","firstName":"Prahashit","middleName":"","lastName":"Jayanthy","suffix":""},{"id":288262787,"identity":"dd959be0-bd57-4fee-8ab5-2058f11b67dd","order_by":4,"name":"Ravi Kishore Veluri","email":"","orcid":"","institution":"Aditya Engineering College","correspondingAuthor":false,"prefix":"","firstName":"Ravi","middleName":"Kishore","lastName":"Veluri","suffix":""}],"badges":[],"createdAt":"2024-04-03 03:44:20","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-4209696/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-4209696/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":54318553,"identity":"18270808-cb1b-4617-862a-1ef6776c0c3a","added_by":"auto","created_at":"2024-04-08 18:35:14","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":648740,"visible":true,"origin":"","legend":"","description":"","filename":"researchpaperbatch7.pdf","url":"https://assets-eu.researchsquare.com/files/rs-4209696/v1_covered_822cc18a-62ce-4410-b3bd-13e2d052960d.pdf"}],"financialInterests":"Competing interest reported. 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