{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T14:19:27Z","timestamp":1777645167872,"version":"3.51.4"},"reference-count":32,"publisher":"MDPI AG","issue":"19","license":[{"start":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T00:00:00Z","timestamp":1665360000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Innovate UK Agri-Tech Catalyst Round 8","award":["113795-656454"],"award-info":[{"award-number":["113795-656454"]}]},{"name":"Innovate UK Agri-Tech Catalyst Round 8","award":["UV-INV_EPDI-1993235"],"award-info":[{"award-number":["UV-INV_EPDI-1993235"]}]},{"DOI":"10.13039\/501100003508","name":"University of Valencia","doi-asserted-by":"publisher","award":["113795-656454"],"award-info":[{"award-number":["113795-656454"]}],"id":[{"id":"10.13039\/501100003508","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003508","name":"University of Valencia","doi-asserted-by":"publisher","award":["UV-INV_EPDI-1993235"],"award-info":[{"award-number":["UV-INV_EPDI-1993235"]}],"id":[{"id":"10.13039\/501100003508","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Aquaponic health is a very important in the food industry field, as currently there is a huge amount of fishing farms, and the demands are growing in the whole world. This work examines the process of developing an innovative aquaponics health monitoring system that incorporates high-tech back-end innovation sensors to examine fish and crop health and a data analytics framework with a low-tech front-end approach to feedback actions to farmers. The developed system improves the state-of-the-art in terms of aquaponics life cycle monitoring metrics and communication technologies, and the energy consumption has been reduced to make a sustainable system.<\/jats:p>","DOI":"10.3390\/s22197679","type":"journal-article","created":{"date-parts":[[2022,10,11]],"date-time":"2022-10-11T00:50:01Z","timestamp":1665449401000},"page":"7679","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Water IoT Monitoring System for Aquaponics Health and Fishery Applications"],"prefix":"10.3390","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7101-3920","authenticated-orcid":false,"given":"Mohammad","family":"Alselek","sequence":"first","affiliation":[{"name":"Paisley Campus, University of the West of Scotland, Paisley PA1 2BE, Scotland, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2654-7595","authenticated-orcid":false,"given":"Jose M.","family":"Alcaraz-Calero","sequence":"additional","affiliation":[{"name":"Paisley Campus, University of the West of Scotland, Paisley PA1 2BE, Scotland, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9138-5465","authenticated-orcid":false,"given":"Jaume","family":"Segura-Garcia","sequence":"additional","affiliation":[{"name":"Computer Science Department, Escola Tecnica Superior d\u2019Enginyeria, Universitat de Valencia, 46100 Burjassot, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7764-9858","authenticated-orcid":false,"given":"Qi","family":"Wang","sequence":"additional","affiliation":[{"name":"Paisley Campus, University of the West of Scotland, Paisley PA1 2BE, Scotland, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2022,10,10]]},"reference":[{"key":"ref_1","first-page":"52","article-title":"Smart aquaponics system: Challenges and opportunities","volume":"3","author":"Shafeena","year":"2016","journal-title":"Eur. 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