{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T18:56:14Z","timestamp":1786215374419,"version":"3.56.0"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3321861","type":"journal-article","created":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T17:43:21Z","timestamp":1696441401000},"page":"111255-111264","source":"Crossref","is-referenced-by-count":142,"title":["Predicting Agriculture Yields Based on Machine Learning Using Regression and Deep Learning"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9503-1170","authenticated-orcid":false,"given":"Priyanka","family":"Sharma","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Rajasthan, Jaipur, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5783-1989","authenticated-orcid":false,"given":"Pankaj","family":"Dadheech","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Rajasthan, Jaipur, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4681-6411","authenticated-orcid":false,"given":"Nagender","family":"Aneja","sequence":"additional","affiliation":[{"name":"School of Digital Science, Univerisiti Brunei Darussalam, Gadong, BE, Brunei Darussalam"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2266-4951","authenticated-orcid":false,"given":"Sandhya","family":"Aneja","sequence":"additional","affiliation":[{"name":"School of Computer Science and Mathematics, Marist College, Poughkeepsie, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/AIIoT52608.2021.9454184"},{"key":"ref12","year":"2023","journal-title":"FAOSTAT"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICEECCOT.2017.8284659"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/13873954.2021.1882505"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"1892","DOI":"10.1109\/TNN.2011.2169682","article-title":"A one-layer recurrent neural network for pseudoconvex optimization subject to linear equality constraints","volume":"22","author":"guo","year":"2011","journal-title":"IEEE Trans Neural Netw"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2022.103326"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1080\/08839514.2019.1592343","article-title":"Performance evaluation of best feature subsets for crop yield prediction using machine learning algorithms","volume":"33","author":"gopal","year":"2019","journal-title":"Appl Artif Intell"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.13031\/aea.12938"},{"key":"ref32","first-page":"38","article-title":"AI-equipped IoT applications in high-tech agriculture using machine learning","author":"kumar","year":"2023","journal-title":"Handbook of Research on AI-Equipped IoT Applications in High-Tech Agriculture"},{"key":"ref2","first-page":"1","article-title":"Irrigation runoff volume prediction using machine learning algorithms","volume":"8","author":"khan","year":"2019","journal-title":"European International Journal of Science and Technology"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JCSSE.2016.7748856"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1049\/icp.2022.0325"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCA49541.2020.9250915"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref18","article-title":"Crop prediction using machine learning","volume":"2161","author":"rao","year":"2022","journal-title":"J Phys Conf Ser"},{"key":"ref24","year":"2023","journal-title":"Crop Production Statistics Information System"},{"key":"ref23","year":"2023","journal-title":"data"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/I2CT54291.2022.9825446"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS51141.2021.9432236"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.matpr.2021.01.512"},{"key":"ref22","year":"2023","journal-title":"Profile"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-8248-3_24"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3117247"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1714\/1\/012012"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-021-09569-8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2019.00621"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-12868-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10668-019-00445-x"},{"key":"ref4","year":"2023","journal-title":"Crop Production Statistics Information System"},{"key":"ref3","year":"2023","journal-title":"Annual Report 2020&#x2013;21"},{"key":"ref6","year":"2023","journal-title":"Agriculture in India Industry Overview Market Size Role in Development"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.35248\/2168-9881.19.8.187"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10271389.pdf?arnumber=10271389","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,6]],"date-time":"2023-11-06T19:48:22Z","timestamp":1699300102000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10271389\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3321861","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}