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首页> 外文期刊>Remote Sensing of Environment: An Interdisciplinary Journal >Temporal variability of thermal refuges and water temperature patterns in an Atlantic salmon river
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Temporal variability of thermal refuges and water temperature patterns in an Atlantic salmon river

机译:大西洋鲑鱼河中避难所的时间变化和水温模式

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In response to high summer river temperatures, salmonids avoid heat stress by making use of discrete units of cold water termed thermal refuges. Although recent research has documented how their spatial arrangement within a river affects salmonid distribution and behaviour, no information is currently available concerning temporal variation in the abundance and types of thermal refuges. In this study, a FLIR SC660 thermal infrared imaging camera (640×480 pixels, NETD <30mK, 7.5-13μm) mounted on a helicopter platform was used to acquire thermal imagery of an Atlantic salmon river in Québec, Canada on six occasions between 2009 and 2011, with a view to characterising temporal variability in thermal refuges and broader scale water temperature complexity. Thermal refuges detected from TIR imagery were classified into a series of process-based categories, revealing notable inter-survey variability in the absolute counts of each refuge type. Downstream temperature complexity, quantified as the standard deviation of derivatives taken of temperature long profiles of each survey, was highly temporally variable, exposing the presence of several warm and cool reaches which varied in magnitude between surveys. Data from local meteorological and discharge logging stations was used to examine whether hydrometeorological conditions could account for observed temporal variability trends. Temporal variability in the absolute counts of lateral groundwater seeps, the most frequently observed thermal refuge class, was shown to correlate strongly with long duration hydrometeorological metrics such as seasonal mean discharge (R~2=0.94, p<0.01). Conversely, thermal refuges resulting from cold water tributaries were more temporally stable and exhibited a weaker correlation with hydrometeorological metrics. Downstream temperature complexity was shown to correlate best with short duration metrics such as cumulative precipitation depth within a 5-day period prior to each survey (R~2=0.90, p<0.01). This study is the first of its kind to link thermal refuge dynamics to hydrometeorological conditions and may offer valuable insights into how changing climatic regimes could influence these important cold water units in the future.
机译:为了应对夏季较高的河流温度,鲑鱼通过使用离散的冷水单元(称为避难所)来避免热应激。尽管最近的研究已经证明了它们在河流中的空间布置如何影响鲑鱼的分布和行为,但目前尚无有关避难所的数量和类型随时间变化的信息。在这项研究中,使用FLIR SC660红外热像仪(640×480像素,NETD <30mK,7.5-13μm)安装在直升机平台上,用于获取加拿大魁北克省大西洋鲑鱼河的热像图,时间为2009年之间的六次。和2011年,目的是描述热避难所的时间变化和更大范围的水温复杂性。从TIR图像中检测到的热避难所被分为一系列基于过程的类别,这揭示了每种避难所类型的绝对计数中显着的调查间差异。下游温度复杂度(量化为每次调查的温度长曲线的导数的标准偏差)在时间上具有很大的可变性,从而暴露了几个暖和凉的河段,其大小在两次调查之间存在差异。来自当地气象和排放测井站的数据用于检查水文气象条件是否可以解释观测到的时间变化趋势。侧向地下水渗漏绝对计数(最常见的热避难所类别)的时间变异性与长期水文气象指标(如季节性平均流量)密切相关(R〜2 = 0.94,p <0.01)。相反,由冷水支流产生的热避难所在时间上更稳定,并且与水文气象指标的相关性较弱。研究表明,下游温度复杂度与短期指标(如每次调查前5天之内的累积降水深度)之间的相关性最佳(R〜2 = 0.90,p <0.01)。这项研究是将热避难所动力学与水文气象条件联系起来的同类研究中的第一个,并且可能提供有价值的见解,以了解不断变化的气候状况如何在将来影响这些重要的冷水单元。

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