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标题：QUALITY AND PRODUCTIVITY IN AQUACULTURE: PREDICTION OF OREOCHROMIS MOSSAMBICUS GROWTH USING A TRANSFER FUNCTION ARIMA MODEL
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作者：Sérgio Afonso Mulema ; Andrés Carrión García
期刊名称：International Journal for Quality Research
印刷版ISSN：1800-6450
电子版ISSN：1800-7473
出版年度：2018
卷号：12
期号：4
DOI：10.18421/IJQR12.04-03
语种：English
出版社：Center for Quality, Faculty of Engineering, University of Kragujevac, Serbia
摘要：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 Moçambique, 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.
关键词：ARIMA model; Transfer function; predict; Aquaculture; Tilapia.