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Total inorganic nitrogen content distribution pattern in estuary regionby means of hyperspectral remote sensing and water quality numericsimulation techniques

机译:高光谱遥感和水质分析技术的河口区域总无机氮含量分布模式

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Quantitative analysis of the temporal and spatial distribution characteristics of coastal nutrient substances enables toadequately estimate the state of coastal marine environment and describe environmental change processes conditioned byanthropogenic forces. Remote sensing has the potential to provide synoptic information and has been somewhatsuccessful in monitoring nutrient properties at rivers and estuaries. So taking total inorganic nitrogen (TIN) as typicalnutrient monitoring index, Sheyang River estuary located in middle part of Jiangsu coastline, China was chosen for waterquality simulation and variation trend analysis. Six correlation coefficient matrixes were calculated by usingsynchronous TIN concentration and its corresponding normalized water surface reflectance data from 15 field samples.Results showed that band combination of 804 and 630nm with the form of pseudo-sediment parameter could get the bestcorrelation capacity and minimized reversion error. Based on this selected parameter, an inverse model was built for TINquantitative reversion. R2 coefficients reached 0.97 and 0.9972 in calibration and validation period respectively. Andthen the spatial distribution pattern of TIN in Sheyanghe River estuary was obtained using the inverse model viaHyperion hyperspectral remote sensing image. A coupled wave-tide-surge model and material transport and diffusionmodel were adopted for TIN concentration cross validation of the reversion precision exactly at river outlet. Comparisonresults indicated that these two dataset made a good consistency for TIN diffusive characters in Sheyang River estuarywith the R2 reached 0.6549. The magnitude of TIN concentration was also agreed fairly well.
机译:沿海营养物质的时间和空间分布特性的定量分析使得能够估计沿海海洋环境的状态,并描述环境变化过程条件的平坦遗传力。遥感有可能提供舞台信息,并在河流和河口监测营养物质方面有些。因此,采取总无机氮(锡)作为典型的营养监测指数,谢阳河口位于江苏海岸线中部,中国被选为水分模拟和变异趋势分析。通过Usings同步TiN浓度计算六个相关系数矩阵,其相应的归一化水表面反射数据从15个字段样本计算。结果表明,具有伪沉积物参数的形式的804和630nm的频带组合可以获得最佳胶合容量并最小化的逆转误差。基于此选定的参数,构建了一个反向模型,用于蒸馏逆转。 R2系数分别在校准和验证期间达到0.97和0.9972。并采用逆模型倍过高光谱遥感图像获得谢阳河河口锡的空间分布图案。采用了耦合波浪浪涌模型和材料传输和扩散模型,用于沿河出口的逆转精度的锡浓度交叉验证。比较事项表明,这两个数据集在赫阳河口河口的锡扩散人物达到了0.6549的良好一致性。锡浓度的大小也相当良好。

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