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Quality and productivity in aquaculture: Prediction of oreochromis mossambicus growth using a transfer function ARIMA model

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Quality and productivity in aquaculture: Prediction of oreochromis mossambicus growth using a transfer function ARIMA model

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dc.contributor.author Mulema, Sérgio Afonso es_ES
dc.contributor.author Carrión García, Andrés es_ES
dc.date.accessioned 2020-01-18T21:01:14Z
dc.date.available 2020-01-18T21:01:14Z
dc.date.issued 2018 es_ES
dc.identifier.issn 1800-6450 es_ES
dc.identifier.uri http://hdl.handle.net/10251/135016
dc.description.abstract [EN] The cultivation of aquatic species in aquaculture aims at improving fish production, making the activity more dependent on human capacity, especially with what concerns to the application of efficient methods for its management. The weight and standard length are the biometric parameters mostly used to control the growth of tilapia in the cultivation process. In this work there is presented a statistical method based on transfer function ARIMA model to adjust and predict the weight of tilapia with the support of the values of the standard length. The model was adjusted to the data recorded in 21 weeks in the tilapia growing tank of the company Aquapesca de Mocambique, and the results showed that there was a good adjustment (with an explained variability of 97.8%) with which the model can be used to predict the future values of tilapia weight and make the activity more controllable and profitable. es_ES
dc.description.sponsorship I would like to thank the Universidade Pedagógica de Moçambique, Delegação de Quelimane for funding this research and the the company Aquapesca de Moçambique for guaranteeing the experimental phase of this work. es_ES
dc.language Inglés es_ES
dc.publisher University of Kragujevac, Center of Quality es_ES
dc.relation.ispartof International Journal for Quality Research es_ES
dc.rights Reconocimiento - No comercial (by-nc) es_ES
dc.subject ARIMA model es_ES
dc.subject Transfer function es_ES
dc.subject Predict es_ES
dc.subject Aquaculture es_ES
dc.subject Tilapia es_ES
dc.subject.classification ESTADISTICA E INVESTIGACION OPERATIVA es_ES
dc.title Quality and productivity in aquaculture: Prediction of oreochromis mossambicus growth using a transfer function ARIMA model es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.18421/IJOR12.04-03 es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Estadística e Investigación Operativa Aplicadas y Calidad - Departament d'Estadística i Investigació Operativa Aplicades i Qualitat es_ES
dc.description.bibliographicCitation Mulema, SA.; Carrión García, A. (2018). Quality and productivity in aquaculture: Prediction of oreochromis mossambicus growth using a transfer function ARIMA model. International Journal for Quality Research. 12(4):823-834. https://doi.org/10.18421/IJOR12.04-03 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.18421/IJOR12.04-03 es_ES
dc.description.upvformatpinicio 823 es_ES
dc.description.upvformatpfin 834 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 12 es_ES
dc.description.issue 4 es_ES
dc.relation.pasarela S\400492 es_ES
dc.contributor.funder Universidade Pedagógica de Moçambique
dc.subject.ods 14.- Conservar y utilizar de forma sostenible los océanos, mares y recursos marinos para lograr el desarrollo sostenible es_ES


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