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Water quality monitoring in recirculating aquaculture systems

dc.contributor.authorLindholm-Lehto, Petra
dc.contributor.departmentid4100210810
dc.contributor.orcidhttps://orcid.org/0000-0003-1807-8116
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2023-02-24T06:23:44Z
dc.date.accessioned2025-05-27T18:20:19Z
dc.date.available2023-02-24T06:23:44Z
dc.date.issued2023
dc.description.abstractGood water quality in recirculating aquaculture systems (RAS) is crucial for ensuring the successful growth and survival of reared species. So far, there are no regulations for which parameters should be measured in RAS, and each farmer decides which parameters to follow. Traditionally, water quality parameters have been measured at certain intervals with handheld sensors and laboratory analyses, which can be labour intensive. Currently, a variety of sensors and monitoring equipment is available, even for the real-time monitoring of water quality parameters. Internet of Things-based systems and artificial intelligence can be applied for the monitoring purposes which allows real-time measurements and warnings of critical situations. However, many of the modern systems need competent users and require regular maintenance and calibration. Changes in water quality also induces changes in fish behaviour, such as swimming activity, depth, acceleration and water quality can be assessed also based on these changes. In this review, water quality parameters, variety of sensors and monitoring technologies have been summarised to provide an overview of the current monitoring systems for water quality. Additionally, analytical methods for more advanced analyses have also been briefly summarised. Although there are several advanced options available for monitoring the basic water quality parameters, real-time measurements of more advanced parameters still required require further development.
dc.description.vuosik2023
dc.format.bitstreamtrue
dc.format.pagerange113-131
dc.identifier.olddbid495758
dc.identifier.oldhandle10024/553199
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/5752
dc.identifier.urnURN:NBN:fi-fe2023022428593
dc.language.isoen
dc.okm.corporatecopublicationei
dc.okm.discipline1172
dc.okm.discipline119
dc.okm.internationalcopublicationei
dc.okm.openaccess1 = Open access -julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherJohn Wiley & Sons
dc.relation.doi10.1002/aff2.102
dc.relation.ispartofseriesAquaculture, Fish and Fisheries
dc.relation.issn2693-8847
dc.relation.numberinseries2
dc.relation.volume3
dc.rightsCC BY 4.0
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/553199
dc.subjectaquaculture
dc.subjectfish behaviour
dc.subjectInternet of Things (IoT)
dc.subjectmonitoring equipment
dc.subjectrecirculating aquaculture systems (RAS)
dc.subjectwater quality
dc.teh41007-00212102
dc.titleWater quality monitoring in recirculating aquaculture systems
dc.typepublication
dc.type.okmfi=A2 Katsausartikkeli tieteellisessä aikakauslehdessä|sv=A2 Översiktsartikel i en vetenskaplig tidskrift|en=A2 Review article, Literature review, Systematic review|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

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