{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T15:27:47Z","timestamp":1783610867225,"version":"3.55.0"},"reference-count":67,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[[2025]]},"DOI":"10.1109\/access.2025.3615717","type":"journal-article","created":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T17:54:37Z","timestamp":1759168477000},"page":"175161-175178","source":"Crossref","is-referenced-by-count":3,"title":["IoT and Machine Learning for the Forecasting of Physiological Parameters of Crop Leaves"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5761-9806","authenticated-orcid":false,"given":"Arturo","family":"Barriga","sequence":"first","affiliation":[{"name":"Quercus Software Engineering Group, Departamento de Ingeniería Sistemas Informáticos y Telemáticos, Universidad de Extremadura, Cáceres, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8377-1860","authenticated-orcid":false,"given":"Jos\u00e9 A.","family":"Barriga","sequence":"additional","affiliation":[{"name":"Quercus Software Engineering Group, Departamento de Ingeniería Sistemas Informáticos y Telemáticos, Universidad de Extremadura, Cáceres, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3710-7031","authenticated-orcid":false,"given":"Adolfo","family":"Lozano-Tello","sequence":"additional","affiliation":[{"name":"Quercus Software Engineering Group, Departamento de Ingeniería Sistemas Informáticos y Telemáticos, Universidad de Extremadura, Cáceres, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4349-0017","authenticated-orcid":false,"given":"Mar\u00eda J.","family":"Mo\u00f1ino","sequence":"additional","affiliation":[{"name":"Extremadura Scientific and Technological Research Centre (CICYTEX), Guadajira, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5795-6343","authenticated-orcid":false,"given":"Pedro J.","family":"Clemente","sequence":"additional","affiliation":[{"name":"Quercus Software Engineering Group, Departamento de Ingeniería Sistemas Informáticos y Telemáticos, Universidad de Extremadura, Cáceres, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"World Employment and Social Outlook 2021: Trends 2021","year":"2021"},{"key":"ref2","volume-title":"The State of Food and Agriculture 2020. Overcoming Water Challenges in Agriculture","year":"2020"},{"key":"ref3","first-page":"216","article-title":"A review on leaf temperature sensor: Measurement methods and application","volume-title":"Proc. 9th IFIP WG 5.14 Int. Conf. Comput. Comput. Technol. Agricult.","author":"Lu"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/9780470015902.a0001687.pub2"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-313X.2010.04213.x"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/rs13132486"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/0168-1923(92)90111-G"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0192037"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118255"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2017.07.013"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s00271-016-0527-3"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.21475\/ajcs.2016.10.06.p7602"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2015.08.002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2012.07.007"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2017.09.005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2024.1516824"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2021.106942"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-020-00898-1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2023.113124"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.clscn.2022.100078"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2022.112364"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3221941"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2018.09.040"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.fcr.2021.108377"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/su12103945"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/w12082127"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2023.100829"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13112209"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2022.111361"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2022.107183"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.12.001"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2020.105709"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2005.07.023"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2013.08.006"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6103"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.17148\/IARJSET.2015.2305"},{"key":"ref37","volume-title":"OpenWeather","year":"2012"},{"key":"ref38","volume-title":"Accuweather APIs\u2013Forecast API","year":"2025"},{"key":"ref39","first-page":"31","article-title":"Data splitting","volume-title":"Proc. WDS","volume":"10","author":"Reitermanova"},{"key":"ref40","volume-title":"Introduction to Linear Regression Analysis","author":"Montgomery","year":"2021"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.2307\/1271436"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1002\/wics.14"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38652-7_2"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4302-5990-9_4"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1810.11363"},{"key":"ref46","first-page":"3146","article-title":"LightGBM: A highly efficient gradient boosting decision tree","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ke"},{"issue":"1","key":"ref47","first-page":"5442","article-title":"Darts: User-friendly modern machine learning for time series","volume":"23","author":"Herzen","year":"2022","journal-title":"J. Mach. Learn. Res."},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.07.061"},{"key":"ref49","article-title":"Grid search, random search, genetic algorithm: A big comparison for NAS","author":"Liashchynskyi","year":"2019","journal-title":"arXiv:1912.06059"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3354\/cr030079"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1111\/1440-1703.1011"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-38756-7_4"},{"key":"ref53","volume-title":"Ustainable Development Goal 2: Zero Hunger","year":"2015"},{"key":"ref54","volume-title":"Sustainable Development Goal 6: Clean Water and Sanitation","year":"2015"},{"key":"ref55","volume-title":"Sustainable Development Goal 12: Responsible Consumption and Production","year":"2015"},{"key":"ref56","volume-title":"Sustainable Development Goal 13: Climate Action","year":"2015"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.agsy.2020.103046"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s10270-024-01167-z"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2018.04.055"},{"key":"ref60","first-page":"1","article-title":"Digital twin: Manufacturing excellence through virtual factory replication","author":"Grieves","year":"2014"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2873186"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2020.07.006"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2019.10.001"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.3390\/s22010115"},{"key":"ref65","volume-title":"Pickle\u2013Python Object Serialization","year":"2025"},{"key":"ref66","volume-title":"Docker: Accelerated Container Application Development","year":"2025"},{"key":"ref67","volume-title":"Production-Grade Container Orchestration","year":"2025"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11184523.pdf?arnumber=11184523","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T05:35:30Z","timestamp":1760506530000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11184523\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":67,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3615717","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}