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Modelling the spectral absorption of tripton using exponential and hyperbolic models

机译:使用指数和双曲模型对Tripton的光谱吸收进行建模

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摘要

The optical properties of tripton, and the correlation between the absorption coefficient and tripton concentration, were investigated based on a large dataset of 727 samples, collected from different regions of shallow Lake Taihu, in China, from July 2004 to April 2007. Four models describing tripton absorption spectra in the visible domain (400-700 nm) were examined to find the optimal model. The conventional single exponential model performed the poorest. Statistically, the most 'useful' model was the hyperbolic model; judged by the root mean square error (RMSE) and the magnitude of the F statistic from an analysis of variance, this was found to give a closer fit for the measured absorption (70.1% reduction in RMSE and 449.7% increase in F value) than did the simple exponential model method. The mean Sa value derived for the hyperbolic model was 5.98 ± 0.30 nm"1, with a very small coefficient of variation of 5.0%. Significant linear correlations were found between a
机译:基于2004年7月至2007年4月从中国太湖浅水地区采集的727个样本的大型数据集,研究了Tripton的光学性质以及吸收系数与Tripton浓度之间的相关性。四种模型描述了检查了可见域(400-700 nm)中的tripton吸收光谱,以找到最佳模型。传统的单指数模型表现最差。在统计上,最“有用”的模型是双曲线模型。根据方差分析从均方根误差(RMSE)和F统计量的大小判断,发现这与测量的吸收率(RMSE减少70.1%,F值增加449.7%)更接近。做简单的指数模型方法。双曲模型的平均Sa值为5.98±0.30 nm“ 1,变异系数非常小,为5.0%。a

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