{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:20:34Z","timestamp":1740108034975,"version":"3.37.3"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"26","license":[{"start":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T00:00:00Z","timestamp":1687219200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T00:00:00Z","timestamp":1687219200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100002923","name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002923","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2023,9]]},"DOI":"10.1007\/s00521-023-08723-6","type":"journal-article","created":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T18:01:51Z","timestamp":1687284111000},"page":"19131-19144","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Neural compensator for PI soil moisture control"],"prefix":"10.1007","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6263-918X","authenticated-orcid":false,"given":"Juan A.","family":"Gomez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisco","family":"Rossomando","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Flavio","family":"Capraro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlos","family":"Soria","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,6,20]]},"reference":[{"issue":"02","key":"8723_CR1","doi-asserted-by":"publisher","first-page":"87","DOI":"10.4236\/ijg.2010.12012","volume":"1","author":"V Pandey","year":"2010","unstructured":"Pandey V, Pandey PK (2010) Spatial and temporal variability of soil moisture. Int J Geosci 1(02):87","journal-title":"Int J Geosci"},{"issue":"1","key":"8723_CR2","first-page":"73","volume":"1","author":"JDF Jaramillo","year":"2012","unstructured":"Jaramillo JDF (2012) Spatial variability of soil: basis for its study. Revista de la Facultad de Ciencias 1(1):73\u201387","journal-title":"Revista de la Facultad de Ciencias"},{"issue":"3","key":"8723_CR3","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1071\/CP08304","volume":"60","author":"RG Bramley","year":"2009","unstructured":"Bramley RG (2009) Lessons from nearly 20 years of precision agriculture research, development, and adoption as a guide to its appropriate application. Crop Pasture Sci 60(3):197\u2013217","journal-title":"Crop Pasture Sci"},{"key":"8723_CR4","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2021.106878","volume":"252","author":"F Vita Serman","year":"2021","unstructured":"Vita Serman F, Orgaz F, Starobinsky G, Capraro F, Fereres E (2021) Water productivity and net profit of high-density olive orchards in san juan, argentina. Agric Water Manag 252:106878. https:\/\/doi.org\/10.1016\/j.agwat.2021.106878","journal-title":"Agric Water Manag"},{"key":"8723_CR5","unstructured":"Smith RJ, Baillie JN, McCarthy AC, Raine SR, Baillie CP (2010) Review of precision irrigation technologies and their application. Technical report. http:\/\/eprints.usq.edu.au\/id\/eprint\/23261"},{"key":"8723_CR6","doi-asserted-by":"crossref","unstructured":"Khosla R, Westfall DG, Reich RM, Mahal JS, Gangloff WJ (2010) In: Oliver, M.A. (ed.) Spatial variation and site-specific management zones, pp 195\u2013219. Springer, Dordrecht","DOI":"10.1007\/978-90-481-9133-8_8"},{"key":"8723_CR7","doi-asserted-by":"publisher","unstructured":"Woo DK, Riley WJ, Grant RF, Wu Y (2022) Site-specific field management adaptation is key to feeding the world in the 21st century. Agricultural and forest meteorology 327. https:\/\/doi.org\/10.1016\/j.agrformet.2022.109230","DOI":"10.1016\/j.agrformet.2022.109230"},{"issue":"4","key":"8723_CR8","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1007\/s11119-009-9119-z","volume":"10","author":"CB Hedley","year":"2009","unstructured":"Hedley CB, Yule IJ (2009) Soil water status mapping and two variable-rate irrigation scenarios. Precis Agric 10(4):342\u2013355","journal-title":"Precis Agric"},{"key":"8723_CR9","first-page":"45","volume":"340","author":"F Pierce","year":"2010","unstructured":"Pierce F (2010) Precis Irrig Landbauforsch SH 340:45\u201356","journal-title":"Precis Irrig Landbauforsch SH"},{"issue":"5","key":"8723_CR10","doi-asserted-by":"publisher","first-page":"977","DOI":"10.1002\/jsfa.6051","volume":"93","author":"JM Monaghan","year":"2013","unstructured":"Monaghan JM, Daccache A, Vickers LH, Hess TM, Weatherhead EK, Grove IG, Knox JW (2013) More \u2018crop per drop\u2019: constraints and opportunities for precision irrigation in european agriculture. J Sci Food Agric 93(5):977\u2013980","journal-title":"J Sci Food Agric"},{"key":"8723_CR11","unstructured":"Coates RW, Delwiche MJ (2008) Site-specific water and chemical application by wireless valve controller network. In: 2008 Providence, Rhode Island, American society of agricultural and biological engineers, pp 1"},{"key":"8723_CR12","doi-asserted-by":"publisher","first-page":"109","DOI":"10.17660\/ActaHortic.2021.1314.15","volume":"1314","author":"D Modina","year":"2021","unstructured":"Modina D, Bianchi D, Ortuani B, Mayer A, Spadaccini R, Brancadoroa L (2021) Variable rate irrigation in a vineyard and an orchard. Acta Hort 1314:109\u2013116","journal-title":"Acta Hort"},{"issue":"3","key":"8723_CR13","doi-asserted-by":"publisher","first-page":"353","DOI":"10.3390\/su9030353","volume":"9","author":"O Adeyemi","year":"2017","unstructured":"Adeyemi O, Grove I, Peets S, Norton T (2017) Advanced monitoring and management systems for improving sustainability in precision irrigation. Sustainability 9(3):353","journal-title":"Sustainability"},{"issue":"1","key":"8723_CR14","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1016\/j.compag.2009.09.011","volume":"70","author":"AC McCarthy","year":"2010","unstructured":"McCarthy AC, Hancock NH, Raine SR (2010) Variwise: a general-purpose adaptive control simulation framework for spatially and temporally varied irrigation at sub-field scale. Comput Electron Agric 70(1):117\u2013128","journal-title":"Comput Electron Agric"},{"key":"8723_CR15","doi-asserted-by":"crossref","unstructured":"Capraro F, Pati\u00f1o D, Tosetti S, Schugurensky C (2008) Neural network-based irrigation control for precision agriculture. In: 2008 IEEE International conference on networking, Sensing and Control, pp 357\u2013362","DOI":"10.1109\/ICNSC.2008.4525240"},{"issue":"1","key":"8723_CR16","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1080\/0952813X.2012.680071","volume":"25","author":"N Karasekreter","year":"2013","unstructured":"Karasekreter N, Ba\u015f\u00e7ift\u00e7i F, Fidan U (2013) A new suggestion for an irrigation schedule with an artificial neural network. J Exp Theor Artif Intell 25(1):93\u2013104","journal-title":"J Exp Theor Artif Intell"},{"key":"8723_CR17","doi-asserted-by":"publisher","unstructured":"Lyu L, Caballero JM, Juanatas RA (2022) Design of irrigation control system for vineyard based on lora wireless communication and dynamic neural network. In: 2022 7th International conference on business and industrial research (ICBIR), pp 373\u2013378. https:\/\/doi.org\/10.1109\/ICBIR54589.2022.9786439","DOI":"10.1109\/ICBIR54589.2022.9786439"},{"issue":"1","key":"8723_CR18","doi-asserted-by":"publisher","first-page":"13119","DOI":"10.1111\/exsy.13119","volume":"40","author":"A Thakur","year":"2023","unstructured":"Thakur A, Aggarwal P, Dubey AK, Abdelgawad A, Rocha A (2023) Design of decision model for sensitive crop irrigation system. Expert Syst 40(1):13119. https:\/\/doi.org\/10.1111\/exsy.13119","journal-title":"Expert Syst"},{"key":"8723_CR19","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2022.112790","volume":"168","author":"G Hu","year":"2022","unstructured":"Hu G, You F (2022) Renewable energy-powered semi-closed greenhouse for sustainable crop production using model predictive control and machine learning for energy management. Renew Sustain Energy Rev 168:112790. https:\/\/doi.org\/10.1016\/j.rser.2022.112790","journal-title":"Renew Sustain Energy Rev"},{"key":"8723_CR20","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109940","volume":"133","author":"E Pazouki","year":"2023","unstructured":"Pazouki E (2023) Optimizing an irrigation treatment using an evolutionary algorithm and a knowledge discovery framework based on deep models. Appl Soft Comput 133:109940. https:\/\/doi.org\/10.1016\/j.asoc.2022.109940","journal-title":"Appl Soft Comput"},{"issue":"9","key":"8723_CR21","doi-asserted-by":"publisher","first-page":"3079","DOI":"10.3390\/s21093079","volume":"21","author":"A Gl\u00f3ria","year":"2021","unstructured":"Gl\u00f3ria A, Cardoso J, Sebasti\u00e3o P (2021) Sustainable irrigation system for farming supported by machine learning and real-time sensor data. Sensors 21(9):3079. https:\/\/doi.org\/10.3390\/s21093079","journal-title":"Sensors"},{"key":"8723_CR22","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/j.compag.2013.08.009","volume":"98","author":"G Arbat","year":"2013","unstructured":"Arbat G, Puig-Bargu\u00e9s J, Duran-Ros M, Barragan J, Cartagena F (2013) Drip-Irriwater: computer software to simulate soil wetting patterns under surface drip irrigation. Comput Electron Agric 98:183. https:\/\/doi.org\/10.1016\/j.compag.2013.08.009","journal-title":"Comput Electron Agric"},{"key":"8723_CR23","doi-asserted-by":"publisher","first-page":"1027","DOI":"10.2136\/sssaj2001.6541027x","volume":"65","author":"J Vrugt","year":"2001","unstructured":"Vrugt J, Hopmans J, Simunek J (2001) Jiri: calibration of a two-dimensional root water uptake model. Fluid Phase Equilib 65:1027\u20131037. https:\/\/doi.org\/10.2136\/sssaj2001.6541027x","journal-title":"Fluid Phase Equilib"},{"issue":"1","key":"8723_CR24","doi-asserted-by":"publisher","first-page":"93","DOI":"10.4995\/riai.2022.17106","volume":"20","author":"JA Gomez","year":"2022","unstructured":"Gomez JA, Rossomando F, Capraro F, Soria C (2022) Real-time neuro-adaptive pi control of soil moisture using a hybrid model. Revista Iberoamericana de Autom\u00e1tica e Inform\u00e1tica industrial 20(1):93\u2013103","journal-title":"Revista Iberoamericana de Autom\u00e1tica e Inform\u00e1tica industrial"},{"issue":"9","key":"8723_CR25","first-page":"D05109","volume":"300","author":"RG Allen","year":"2006","unstructured":"Allen RG, Pereira LS, Raes D, Smith M (2006) Crop evapotranspiration: guidelines for determining crop water requirements. FAO Roma Italia 300(9):D05109","journal-title":"FAO Roma Italia"},{"issue":"12","key":"8723_CR26","doi-asserted-by":"publisher","first-page":"2797","DOI":"10.1175\/1520-0477(2001)082<2797:MRWUIH>2.3.CO;2","volume":"82","author":"R Feddes","year":"2001","unstructured":"Feddes R, Hoff H, Bruen M, Dawson T, De Rosnay P, Dirmeyer P, Jackson R, Kabat P, Kleidon A, Lilly A, Pitman A (2001) Modeling root water uptake in hydrological and climate models. Bull Am Meteorol Soc 82(12):2797\u20132809","journal-title":"Bull Am Meteorol Soc"},{"key":"8723_CR27","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/BF02551274","volume":"2","author":"GV Cybenko","year":"1989","unstructured":"Cybenko GV (1989) Approximation by superpositions of a sigmoidal function. Math Control Signals Syst 2:303\u2013314","journal-title":"Math Control Signals Syst"},{"key":"8723_CR28","first-page":"409","volume":"4","author":"S Haykin","year":"1999","unstructured":"Haykin S (1999) Neural networks: a comprehensive foundation. Int Edit Prentice Hall 4:409\u201312","journal-title":"Int Edit Prentice Hall"},{"key":"8723_CR29","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/S0022-1694(01)00466-8","volume":"251","author":"M Schaap","year":"2001","unstructured":"Schaap M, Leij F, Van Genuchten M (2001) Rosetta: a computer program for estimating soil hydraulic parameters with hierarchical Pedotransfer functions. J Hydrol 251:163\u2013176. https:\/\/doi.org\/10.1016\/S0022-1694(01)00466-8","journal-title":"J Hydrol"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-023-08723-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-023-08723-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-023-08723-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,14]],"date-time":"2023-08-14T15:22:07Z","timestamp":1692026527000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-023-08723-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,20]]},"references-count":29,"journal-issue":{"issue":"26","published-print":{"date-parts":[[2023,9]]}},"alternative-id":["8723"],"URL":"https:\/\/doi.org\/10.1007\/s00521-023-08723-6","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"type":"print","value":"0941-0643"},{"type":"electronic","value":"1433-3058"}],"subject":[],"published":{"date-parts":[[2023,6,20]]},"assertion":[{"value":"2 February 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 May 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 June 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}