根据海州湾及邻近海域2011、2013、2014和2015年春、秋两季渔业资源底拖网调查的资料,运用重心分布和空间变异函数等方法研究了日本枪乌贼(Loligo japonica)资源密度重心和个体大小分布的变化趋势及其时空分布的异质性.结果表明,日本枪乌贼在不同年份春季的平均胴长均比秋季大,且春季日本枪乌贼胴长的年间差异不显著(P>0.05),而秋季除2011与2013年、2013与2015年胴长的年间差异不显著(P>0.05)外,其他年间胴长存在显著性差异(P<0.05);大、小个体日本枪乌贼空间分布的区域化差异不明显,春、秋季日本枪乌贼的优势胴长组均为20~50 mm;春、秋季日本枪乌贼的资源分布重心移动轨迹相反,在年际、季节间重心分布的差异不显著(P>0.05);日本枪乌贼的资源密度在20~30 km的尺度范围内空间异质比小于75%,呈现中等或强烈的空间自相关,具有良好的空间结构性.对日本枪乌贼个体规格与资源密度时空异质性的研究,可为其渔业合理的开发管理提供科学依据.%Numerous commercial fish populations have declined in recent years owing to the impacts of overfish-ing, climate change, environmental pollution, and other factors. However, the cephalopod fishery has continued to develop, including increasing harvests of Japanese squid Loliolus(Nipponololigo) japonica(Hoyle 1885).L. ja-ponica plays an important role in the food web of the Haizhou Bay ecosystem, where it is a primary catch in bot-tom trawls and some net fishing. The species spawns in the bay and adjacent waters annually in early May, and it uses these waters as a nursery ground. Despite the ecological and economic importance of the species, few studies of its spatio-temporal patterns of distribution are available, and spatial autocorrelation of data is often lacking in the studies. Analysis of temporal and spatial heterogeneity in the distribution ofL. japonica in Haizhou Bay and adjacent waters has significance for sustainable utilization and scientific management of this fishery. To study this, we used the survey data of bottom trawls in Haizhou Bay and adjacent waters, collected in 2011, 2013, 2014 and 2015, for spatial analysis of center of gravity and semivariogram plots to investigate temporal and spatial distribu-tion ofL. japonica resource density and average body size. The average mantle length ofL. japonica was larger in spring than in autumn for each of the four sample years, and the average mantle lengths did not significantly differ (P>0.05) for spring, but did significantly differ for autumn, except in 2011 and 2013, 2013 and 2015. TheL. ja-ponica population was distributed throughout Haizhou Bay and its adjacent waters, and local distribution showed no correlation with size. In both spring and autumn, the dominant size class was 20?50 mm mantle length. The resource density ofL. japonica differed significantly (P<0.05) between spring and autumn, except in 2013, and was greater in autumn than in spring. Center of gravity of the resource density changed in opposite directions be-tween spring and autumn: squid weremore concentrated in the autumn than in the spring of each year; yet in both seasons, the resource density was relatively centered in the middle of Haizhou Bay and adjacent waters; differ-ences in center of gravity among the years and seasons were not significant. Spatial heterogeneity in resource density ofL. japonicaappeared to be caused less by randomness than by structural variations. The spatial distri-bution ofL. japonica in the study area displayed a well-organized structure, with medium to strong spatial auto-correlation in 20?30 km.
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