Eguiraun Harkaitz, Casquero Oskar, Martinez Iciar
Department of Graphic Design and Engineering Projects, Faculty of Engineering in Bilbao, University of the Basque Country UPV/EHU, E-48013 Bilbao, Spain.
Research Center for Experimental Marine Biology and Biotechnology-Plentziako Itsas Estazioa (PiE), University of the Basque Country UPV/EHU, E-48620 Plentzia, Spain.
Entropy (Basel). 2018 Jan 29;20(2):90. doi: 10.3390/e20020090.
The present study investigates the suitability of a machine vision-based method to detect deviations in the Shannon entropy (SE) of a European seabass () biological system fed with different selenium:mercury (Se:Hg) molar ratios. Four groups of fish were fed during 14 days with commercial feed (control) and with the same feed spiked with 0.5, 5 and 10 mg of MeHg per kg, giving Se:Hg molar ratios of 29.5 (control-C); 6.6, 0.8 and 0.4 (C, C and C). The basal SE of C and C (Se:Hg > 1) tended to increase during the experimental period, while that of C and C (Se:Hg < 1) tended to decrease. In addition, the differences in the SE of the four systems in response to a stochastic event minus that of the respective basal states were less pronounced in the systems fed with Se:Hg molar ratios lower than one (C and C). These results indicate that the SE may be a suitable indicator for the prediction of seafood safety and fish health (i.e., the Se:Hg molar ratio and not the Hg concentration alone) prior to the displaying of pathological symptoms. We hope that this work can serve as a first step for further investigations to confirm and validate the present results prior to their potential implementation in practical settings.
本研究调查了一种基于机器视觉的方法检测以不同硒汞(Se:Hg)摩尔比喂养的欧洲鲈鱼()生物系统中香农熵(SE)偏差的适用性。四组鱼分别在14天内喂食商业饲料(对照组)以及每千克添加0.5、5和10毫克甲基汞的相同饲料,从而得到Se:Hg摩尔比分别为29.5(对照-C);6.6、0.8和0.4(C、C和C)。C组和C组(Se:Hg > 1)的基础SE在实验期间趋于增加,而C组和C组(Se:Hg < 1)的基础SE趋于下降。此外,在以低于1的Se:Hg摩尔比喂养的系统(C组和C组)中,四个系统对随机事件的SE差异减去各自基础状态的差异不太明显。这些结果表明,在出现病理症状之前,SE可能是预测海鲜安全性和鱼类健康(即Se:Hg摩尔比而非单独的汞浓度)的合适指标。我们希望这项工作能够作为进一步研究的第一步,以便在实际应用之前确认和验证当前结果。