{"title":"南极磷虾(Euphausia superba)密度对比的变化:大小、季节和地区的不可忽视的重要性","authors":"Zhuang Chen , Guoping Zhu","doi":"10.1016/j.fishres.2025.107533","DOIUrl":null,"url":null,"abstract":"<div><div>The acoustic method has been widely used for estimating the biomass of Antarctic krill (<em>Euphausia superba</em>), the accuracy of which is often influenced by the parameters of the acoustic scattering model. A constant g-value has been used for this model, potentially introducing biases in the estimates due to effects of ontogeny, season and region. This study investigated the g-value of krill and the effects of size, season and region on this value using the generalized additive model (GAM) and found that the g-values were significantly affected by these variables. The optimal GAM explained 57.3 % of the deviance in the krill g-values, with 'Month' contributing the largest share (24.32 % absolute, 42.43 % relative to the explained deviance). A 0.5 % change in the g-value was found to result in approximately 0.8 dB difference in target strength. This study concluded that the importance of krill standard length, region and season cannot be neglected when considering the g-value as an input parameter in acoustic estimation of krill biomass. The study further suggests that ontogenetic, regional and seasonal variation in the g-value of krill should be incorporated into acoustic biomass estimation models to improve their accuracy and support krill conservation and management efforts.</div></div>","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"291 ","pages":"Article 107533"},"PeriodicalIF":2.3000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Variability in the density contrast of Antarctic krill (Euphausia superba): The non-negligible importance of size, season and region\",\"authors\":\"Zhuang Chen , Guoping Zhu\",\"doi\":\"10.1016/j.fishres.2025.107533\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The acoustic method has been widely used for estimating the biomass of Antarctic krill (<em>Euphausia superba</em>), the accuracy of which is often influenced by the parameters of the acoustic scattering model. A constant g-value has been used for this model, potentially introducing biases in the estimates due to effects of ontogeny, season and region. This study investigated the g-value of krill and the effects of size, season and region on this value using the generalized additive model (GAM) and found that the g-values were significantly affected by these variables. The optimal GAM explained 57.3 % of the deviance in the krill g-values, with 'Month' contributing the largest share (24.32 % absolute, 42.43 % relative to the explained deviance). A 0.5 % change in the g-value was found to result in approximately 0.8 dB difference in target strength. This study concluded that the importance of krill standard length, region and season cannot be neglected when considering the g-value as an input parameter in acoustic estimation of krill biomass. The study further suggests that ontogenetic, regional and seasonal variation in the g-value of krill should be incorporated into acoustic biomass estimation models to improve their accuracy and support krill conservation and management efforts.</div></div>\",\"PeriodicalId\":50443,\"journal\":{\"name\":\"Fisheries Research\",\"volume\":\"291 \",\"pages\":\"Article 107533\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Fisheries Research\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S016578362500270X\",\"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/S016578362500270X","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"FISHERIES","Score":null,"Total":0}
Variability in the density contrast of Antarctic krill (Euphausia superba): The non-negligible importance of size, season and region
The acoustic method has been widely used for estimating the biomass of Antarctic krill (Euphausia superba), the accuracy of which is often influenced by the parameters of the acoustic scattering model. A constant g-value has been used for this model, potentially introducing biases in the estimates due to effects of ontogeny, season and region. This study investigated the g-value of krill and the effects of size, season and region on this value using the generalized additive model (GAM) and found that the g-values were significantly affected by these variables. The optimal GAM explained 57.3 % of the deviance in the krill g-values, with 'Month' contributing the largest share (24.32 % absolute, 42.43 % relative to the explained deviance). A 0.5 % change in the g-value was found to result in approximately 0.8 dB difference in target strength. This study concluded that the importance of krill standard length, region and season cannot be neglected when considering the g-value as an input parameter in acoustic estimation of krill biomass. The study further suggests that ontogenetic, regional and seasonal variation in the g-value of krill should be incorporated into acoustic biomass estimation models to improve their accuracy and support krill conservation and management efforts.
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.