反射障碍是预测斑马鱼死亡率的一个指标:对活鱼出口市场的影响

IF 2.2 2区 农林科学 Q2 FISHERIES
Erica P. Ross , Casey B. Butler , Carly M. Hannah, Thomas R. Matthews
{"title":"反射障碍是预测斑马鱼死亡率的一个指标:对活鱼出口市场的影响","authors":"Erica P. Ross ,&nbsp;Casey B. Butler ,&nbsp;Carly M. Hannah,&nbsp;Thomas R. Matthews","doi":"10.1016/j.fishres.2024.107117","DOIUrl":null,"url":null,"abstract":"<div><p>Spiny lobster (<em>Panulirus argus</em>) fishers in Florida garner the highest price for lobsters that are sold to the live export market. Lobsters are “graded” using a visual qualitative assessment before export to remove any lobsters unlikely to survive shipping. The current qualitative grading process, while effective in reducing mortality, is conservative and results in a significant number of healthy lobsters being sold at lower prices for the frozen market. This study sought to develop lobster grading methods that more accurately predict lobster mortality to increase the proportion of lobsters suitable for the high-value live export market; thus, we compared two alternative grading/mortality predictor methods to the current exporter grading method. For this, we examined nine candidate lobster reflexes (i.e., appendix turgor and movement in response to a probe) and eight other lobster physiologic and morphometric parameters (i.e., number of injuries, molt stage, nutritional condition via blood serum protein, presence of shell disease, presence of tail fan necrosis, sex, and size) to develop two reflex action mortality predictors. The first mortality predictor was developed using reflex impairment alone, and the second mortality predictor was a quantitative mortality model developed with as many parameters as necessary to increase the model’s performance in predicting mortality. The classification accuracy of these mortality assessments (reflex impairment and quantitative mortality model) was then compared with the current qualitative grading process that occurs prior to shipping. The current grading process was a moderate predictor of mortality (area under the receiver operating characteristic curve, AUC 0.807), which correctly predicted the outcome (survival or mortality) 74.5 % of the time. Both mortality models performed better than the current grading process. A logistic regression indicated reflex impairment alone was a significant predictor of mortality (AUC 0.897), which was able to correctly predict mortality 88 % of the time. The quantitative mortality model included three predictors – blood serum protein, reflex impairment, and collection month – and was also a significant predictor of mortality (AUC 0.938) and had the highest accuracy (90 %) of the three assessments we examined. Results from this study show that mortality assessments using reflex impairment and health indicators can successfully predict mortality in <em>P. argus</em>. These mortality assessments could be applied at fish houses to increase the value of the fishery (3–9 %, $1.71 million USD/season) by increasing the number of lobsters sold for live export.</p></div>","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"278 ","pages":"Article 107117"},"PeriodicalIF":2.2000,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0165783624001814/pdfft?md5=8435538ddd56242683b5d72544e6cd61&pid=1-s2.0-S0165783624001814-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Reflex impairment as a predictor of mortality in Panulirus argus: Implications for the live export market\",\"authors\":\"Erica P. Ross ,&nbsp;Casey B. Butler ,&nbsp;Carly M. Hannah,&nbsp;Thomas R. Matthews\",\"doi\":\"10.1016/j.fishres.2024.107117\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Spiny lobster (<em>Panulirus argus</em>) fishers in Florida garner the highest price for lobsters that are sold to the live export market. Lobsters are “graded” using a visual qualitative assessment before export to remove any lobsters unlikely to survive shipping. The current qualitative grading process, while effective in reducing mortality, is conservative and results in a significant number of healthy lobsters being sold at lower prices for the frozen market. This study sought to develop lobster grading methods that more accurately predict lobster mortality to increase the proportion of lobsters suitable for the high-value live export market; thus, we compared two alternative grading/mortality predictor methods to the current exporter grading method. For this, we examined nine candidate lobster reflexes (i.e., appendix turgor and movement in response to a probe) and eight other lobster physiologic and morphometric parameters (i.e., number of injuries, molt stage, nutritional condition via blood serum protein, presence of shell disease, presence of tail fan necrosis, sex, and size) to develop two reflex action mortality predictors. The first mortality predictor was developed using reflex impairment alone, and the second mortality predictor was a quantitative mortality model developed with as many parameters as necessary to increase the model’s performance in predicting mortality. The classification accuracy of these mortality assessments (reflex impairment and quantitative mortality model) was then compared with the current qualitative grading process that occurs prior to shipping. The current grading process was a moderate predictor of mortality (area under the receiver operating characteristic curve, AUC 0.807), which correctly predicted the outcome (survival or mortality) 74.5 % of the time. Both mortality models performed better than the current grading process. A logistic regression indicated reflex impairment alone was a significant predictor of mortality (AUC 0.897), which was able to correctly predict mortality 88 % of the time. The quantitative mortality model included three predictors – blood serum protein, reflex impairment, and collection month – and was also a significant predictor of mortality (AUC 0.938) and had the highest accuracy (90 %) of the three assessments we examined. Results from this study show that mortality assessments using reflex impairment and health indicators can successfully predict mortality in <em>P. argus</em>. These mortality assessments could be applied at fish houses to increase the value of the fishery (3–9 %, $1.71 million USD/season) by increasing the number of lobsters sold for live export.</p></div>\",\"PeriodicalId\":50443,\"journal\":{\"name\":\"Fisheries Research\",\"volume\":\"278 \",\"pages\":\"Article 107117\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2024-07-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S0165783624001814/pdfft?md5=8435538ddd56242683b5d72544e6cd61&pid=1-s2.0-S0165783624001814-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Fisheries Research\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0165783624001814\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"FISHERIES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fisheries Research","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0165783624001814","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"FISHERIES","Score":null,"Total":0}
引用次数: 0

摘要

佛罗里达州的刺龙虾(Panulirus argus)渔民在活龙虾出口市场上获得了最高的售价。龙虾在出口前通过目测定性评估进行 "分级",以剔除任何不可能在运输过程中存活的龙虾。目前的定性分级过程虽然能有效降低死亡率,但比较保守,导致大量健康龙虾以较低的价格卖到冷冻市场。因此,我们将两种可供选择的分级/死亡率预测方法与当前的出口商分级方法进行了比较。为此,我们研究了九种候选龙虾反射动作(即对探针反应的盲肠张力和运动)和其他八种龙虾生理和形态参数(即受伤次数、蜕皮阶段、血清蛋白营养状况、是否有壳病、是否有尾扇坏死、性别和大小),从而开发出两种反射动作死亡率预测方法。第一个死亡率预测器仅使用反射损伤来开发,第二个死亡率预测器是一个定量死亡率模型,其中包含尽可能多的必要参数,以提高模型预测死亡率的性能。然后,将这些死亡率评估(反射损伤和定量死亡率模型)的分类准确性与目前在装运前进行的定性分级过程进行比较。目前的分级过程对死亡率的预测能力适中(接收者操作特征曲线下面积,AUC 0.807),在 74.5% 的情况下正确预测了结果(存活或死亡)。两个死亡率模型的表现都优于目前的分级程序。逻辑回归结果表明,反射受损本身就是一个重要的死亡率预测因素(AUC 0.897),能在 88% 的情况下正确预测死亡率。定量死亡率模型包括三个预测因子--血清蛋白、反射障碍和采集月份--也能显著预测死亡率(AUC 0.938),并且在我们研究的三种评估中准确率最高(90%)。这项研究的结果表明,使用反射损伤和健康指标进行死亡率评估可以成功预测箭鱼的死亡率。这些死亡率评估可应用于鱼舍,通过增加出售活体出口龙虾的数量来提高渔业价值(3-9 %,171 万美元/季节)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reflex impairment as a predictor of mortality in Panulirus argus: Implications for the live export market

Spiny lobster (Panulirus argus) fishers in Florida garner the highest price for lobsters that are sold to the live export market. Lobsters are “graded” using a visual qualitative assessment before export to remove any lobsters unlikely to survive shipping. The current qualitative grading process, while effective in reducing mortality, is conservative and results in a significant number of healthy lobsters being sold at lower prices for the frozen market. This study sought to develop lobster grading methods that more accurately predict lobster mortality to increase the proportion of lobsters suitable for the high-value live export market; thus, we compared two alternative grading/mortality predictor methods to the current exporter grading method. For this, we examined nine candidate lobster reflexes (i.e., appendix turgor and movement in response to a probe) and eight other lobster physiologic and morphometric parameters (i.e., number of injuries, molt stage, nutritional condition via blood serum protein, presence of shell disease, presence of tail fan necrosis, sex, and size) to develop two reflex action mortality predictors. The first mortality predictor was developed using reflex impairment alone, and the second mortality predictor was a quantitative mortality model developed with as many parameters as necessary to increase the model’s performance in predicting mortality. The classification accuracy of these mortality assessments (reflex impairment and quantitative mortality model) was then compared with the current qualitative grading process that occurs prior to shipping. The current grading process was a moderate predictor of mortality (area under the receiver operating characteristic curve, AUC 0.807), which correctly predicted the outcome (survival or mortality) 74.5 % of the time. Both mortality models performed better than the current grading process. A logistic regression indicated reflex impairment alone was a significant predictor of mortality (AUC 0.897), which was able to correctly predict mortality 88 % of the time. The quantitative mortality model included three predictors – blood serum protein, reflex impairment, and collection month – and was also a significant predictor of mortality (AUC 0.938) and had the highest accuracy (90 %) of the three assessments we examined. Results from this study show that mortality assessments using reflex impairment and health indicators can successfully predict mortality in P. argus. These mortality assessments could be applied at fish houses to increase the value of the fishery (3–9 %, $1.71 million USD/season) by increasing the number of lobsters sold for live export.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Fisheries Research
Fisheries Research 农林科学-渔业
CiteScore
4.50
自引率
16.70%
发文量
294
审稿时长
15 weeks
期刊介绍: This journal provides an international forum for the publication of papers in the areas of fisheries science, fishing technology, fisheries management and relevant socio-economics. The scope covers fisheries in salt, brackish and freshwater systems, and all aspects of associated ecology, environmental aspects of fisheries, and economics. Both theoretical and practical papers are acceptable, including laboratory and field experimental studies relevant to fisheries. Papers on the conservation of exploitable living resources are welcome. Review and Viewpoint articles are also published. As the specified areas inevitably impinge on and interrelate with each other, the approach of the journal is multidisciplinary, and authors are encouraged to emphasise the relevance of their own work to that of other disciplines. The journal is intended for fisheries scientists, biological oceanographers, gear technologists, economists, managers, administrators, policy makers and legislators.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信