The vast coastline provides Canada with a flourishing seafood industry including bivalve shellfish production. To sustain a healthy bivalve molluscan shellfish production, the Canadian Shellfish Sanitation Program was established to monitor the health of shellfish harvesting habitats, and fecal coliform bacteria data have been collected at nearly 15,000 marine sample sites across six coastal provinces in Canada since 1979. We applied Functional Principal Component Analysis and subsequent correlation analyses to find annual variation patterns of bacteria levels at sites in each province. The overall magnitude and the seasonality of fecal contamination were modelled by functional principal component one and two, respectively. The amplitude was related to human and warm-blooded animal activities; the seasonality was strongly correlated with river discharge driven by precipitation and snow melt in British Columbia, but such correlation in provinces along the Atlantic coast could not be properly evaluated due to lack of data during winter.
翻译:巨大的海岸线为加拿大提供了蓬勃的海产食品业,包括双valve贝类生产。为了维持健康的双valve软体动物贝类生产,建立了加拿大壳牌鱼卫生方案,以监测贝类捕捞生境的健康,自1979年以来在加拿大六个沿海省份收集了近15 000个海洋取样点的粪便大肠状细菌数据。我们应用了功能性主要成分分析和随后的相关分析,以发现各省细菌含量的年度变化模式。粪便污染的总体规模和季节性分别以功能性主要组成部分一和二为模型。这种增幅与人类和热血动物活动有关;季节性与不列颠哥伦比亚由降水和雪融化驱动的河流排放密切相关,但由于冬季缺乏数据,无法对大西洋沿岸各省的这种相关性进行适当评估。