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Modeling Water Clarity and Light Quality in Oceans

机译:模拟海洋中的水质和光质

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Phytoplankton is a primary producer of organic compounds, and it forms the base of the food chain in ocean waters. The concentration of phytoplankton in the water column controls water clarity and the amount and quality of light that penetrates through it. The availability of adequate light intensity is a major factor in the health of algae and phytoplankton. There is a strong negative coupling between light intensity and phytoplankton concentration (e.g., through self-shading by the cells), which reduces available light and in return affects the growth rate of the cells. Proper modeling of this coupling is essential to understand primary productivity in the oceans. This paper provides the methodology to model light intensity in the water column, which can be included in relevant water quality models. The methodology implements relationships from bio-optical models, which use phytoplankton chlorophyll a (chl- a ) concentration as a surrogate for light attenuation, including absorption and scattering by other attenuators. The presented mathematical methodology estimates the reduction in light intensity due to absorption by pure seawater, chl- a pigment, non-algae particles (NAPs) and colored dissolved organic matter (CDOM), as well as backscattering by pure seawater, phytoplankton particles and NAPs. The methods presented facilitate the prediction of the effects of various environmental and management scenarios (e.g., global warming, altered precipitation patterns, greenhouse gases) on the wellbeing of phytoplankton communities in the oceans as temperature-driven chl- a changes take place.
机译:浮游植物是有机化合物的主要生产者,它构成了海水中食物链的基础。水柱中浮游植物的浓度控制着水的透明度以及透过它的光的数量和质量。充足的光照强度是藻类和浮游植物健康的主要因素。在光强度和浮游植物浓度之间存在很强的负耦合(例如,通过细胞的自遮蔽),这会减少可用光并反过来影响细胞的生长速率。这种耦合的正确建模对于理解海洋的初级生产力至关重要。本文提供了对水柱中的光强度进行建模的方法,可以将其包括在相关的水质模型中。该方法实现了生物光学模型中的关系,该模型使用浮游植物叶绿素a(chl-a)浓度作为光衰减(包括其他衰减器的吸收和散射)的替代物。提出的数学方法估计了由于纯海水,颜料,非藻类颗粒(NAP)和有色溶解有机物(CDOM)的吸收以及纯海水,浮游植物颗粒和NAP的反向散射而导致的光强度降低。提出的方法有助于预测各种环境和管理情景(例如,全球变暖,降水模式改变,温室气体)随着温度变化而发生的变化,对海洋浮游植物群落的福祉的影响。

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