{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T01:17:58Z","timestamp":1775006278354,"version":"3.50.1"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031789304","type":"print"},{"value":"9783031789311","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-78931-1_20","type":"book-chapter","created":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T03:03:50Z","timestamp":1751684630000},"page":"209-218","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["AgriCrop \u2013 Crop Recommendation Through Soil Analysis and Plant Monitoring"],"prefix":"10.1007","author":[{"given":"Mangaiahgari","family":"Vaishnavi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meghana","family":"Kandi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sidhartha Reddy","family":"Vangoor","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"B. Veera","family":"Jyothi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eliganti","family":"Ramalakshmi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,7,6]]},"reference":[{"key":"20_CR1","unstructured":"Sathish, R., Chand, T.P., Daniya, T.: A Review on Smart Farming based on Soil and Environmental Factors with Deep Learning Techniques https:\/\/ieeexplore.ieee.org\/document\/10010825"},{"key":"20_CR2","unstructured":"Raja, S.P., Sawicka, B.: Crop Prediction Based on Characteristics of the Agricultural Environment Using Various Feature Selection Techniques and Classifiers https:\/\/ieeexplore.ieee.org\/document\/9721191"},{"key":"20_CR3","unstructured":"Saranya, K., Deena Dhayalan, S., Prasanth, R.: Agriculture based recommendation system with Image processing https:\/\/ieeexplore.ieee.org\/document\/9767923"},{"key":"20_CR4","volume":"174","author":"A Jha","year":"2020","unstructured":"Jha, A., Ward, R.K.: A comprehensive review on deep learning for plant stress phenotyping. Comput. Electron. Agric. 174, 105507 (2020)","journal-title":"Comput. Electron. Agric."},{"key":"20_CR5","doi-asserted-by":"crossref","unstructured":"Jasim, M.A., Al-Tuwaijari, J.M.: Plant Leaf Diseases Detection and Classification Using Image Processing and Deep Learning Techniques. Published in International Conference on 1 April 2020 https:\/\/www.semanticscholar.org\/paper\/Plant-Leaf-Diseases","DOI":"10.1109\/CSASE48920.2020.9142097"},{"key":"20_CR6","doi-asserted-by":"crossref","unstructured":"Kathiria, P., Patel, U., Madhwani, S., Mansuri, C.S.: Smart Crop Recommendation System: A Machine Learning Approach for Precision Agriculture. Conference paper First Online: 31 May 2023 https:\/\/link.springer.com\/chapter\/","DOI":"10.1007\/978-981-99-0085-5_68"},{"key":"20_CR7","unstructured":"Cagataycatal, A.K.: Crop yield prediction using machine learning: A systematic literature review Link Crop yield prediction using machine learning: A systematic literature review. Science Direct https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0168169920302301"},{"key":"20_CR8","doi-asserted-by":"crossref","unstructured":"Desai, S., Joshi, M.: Pradip Mane Published date: 2023 [Springer] Intelligent Crop Recommendation System Using Machine Learning Algorithms https:\/\/www.wosonhj.com\/scholar\/426439xs.html","DOI":"10.1007\/978-3-031-35641-4_23"},{"key":"20_CR9","unstructured":"Kulkarni, N.H., Srinivasan, G.N., Sagar, B.M., Cauvery, N.K.: Improving Crop Productivity Through A Crop Recommendation System Using Ensembling Technique (2020). https:\/\/ieeexplore.ieee.org\/document\/8768790"},{"key":"20_CR10","unstructured":"Jayaraman, V., Parthasarathy, S., Lakshminarayanan, A.R., Sridevi, S.: Crop Recommendation by Analysing the Soil Nutrients Using Machine Learning Techniques: A Study https:\/\/www.springer\/19951690"},{"key":"20_CR11","unstructured":"[IEEE] A Machine Learning-based Approach for Crop Yield Prediction and Fertilizer Recommendation https:\/\/ieeexplore.ieee.org\/stampPDF\/"},{"key":"20_CR12","unstructured":"[IEEE] Crop Yield Prediction and Fertilizer Recommendation System Using Hybrid Machine Learning Algorithms. https:\/\/ieeexplore.ieee.org\/arnumber=10134662"},{"key":"20_CR13","doi-asserted-by":"crossref","unstructured":"Sladojevic, S., et al.: Deep neural networks based recognition of plant diseases by leaf image classification. Computational Intelligence and Neuroscience, 2016 (2019). https:\/\/ieeexplore.ieee.org\/stampPDF\/","DOI":"10.1155\/2016\/3289801"},{"key":"20_CR14","unstructured":"Ferentinos, K.P.: Deep learning models for plant disease detection and diagnosis. Computers in Biology and Medicine 103, 151\u2013166 (2022). https:\/\/www.mdpi.com\/2076-3417\/13\/16\/9288"},{"key":"20_CR15","unstructured":"Feng, M., Zhang, S., et al.: A survey of deep learning techniques for plant disease detection. Computers, Electronics, Agriculture (2019). https:\/\/www.sciencedirect.com\/S277237552200048X"}],"container-title":["Lecture Notes in Networks and Systems","Hybrid Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78931-1_20","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:14:02Z","timestamp":1775002442000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78931-1_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789304","9783031789311"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78931-1_20","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"value":"2367-3370","type":"print"},{"value":"2367-3389","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"6 July 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Hybrid Intelligent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vilnius","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lithuania","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 December 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 December 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"his2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.mirlabs.net\/his23\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}