Associations between stream temperature and air temperature in the Paradise Creek Watershed

Shixiong Hu, Mengya Jia, Yiming Zhang, Lingyu Hou, Scott Collenburg
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Abstract

The presence of fish species in a stream reach is a result of past and current influences acting against different spatial scales. This multidimensional study was concerned with (1) analyzing stream temperature in a small watershed and (2) how environmental variables effect on fish species presence. Air and stream temperature models and Pennsylvania Department of Environmental Protection's Cold Water Fishery standard were used to identify how climatic and anthropogenic factors are influencing stream temperature. Air and stream temperature models indicated strong correlations with air temperature demonstrating how air temperature strongly influences stream temperature in the watershed. Logistic regressions were successful in modeling fish presence/absence and showed geographical components had a greater influence on fish species presence than temperature. Generalized additive models (GAMs) were successful in modeling specific thresholds of species but more surveys are needed in the watershed until GAMs can be implemented effectively.
天堂溪流域的河流温度和空气温度之间的关系
河流河段鱼类的存在是过去和现在对不同空间尺度的影响的结果。这项多维度研究涉及(1)分析小流域的溪流温度(2)环境变量对鱼类存在的影响。空气和水流温度模型以及宾夕法尼亚州环境保护部的冷水渔业标准被用来确定气候和人为因素如何影响水流温度。空气和河流温度模型显示与气温有很强的相关性,表明气温对流域的河流温度有很强的影响。逻辑回归成功地模拟了鱼类的存在/缺失,并显示地理成分对鱼类存在的影响大于温度。广义加性模型(GAMs)成功地模拟了物种的特定阈值,但在GAMs有效实施之前,还需要在流域进行更多的调查。
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