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The importance of atmospheric correction for airborne hyperspectral remote sensing of shallow waters: application?to?depth?estimation

机译:大气修正机载高光谱遥感浅水的重要性:应用?深度?估计

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Accurate determination of water depth is indispensable in multiple aspects of civil engineering (dock construction, dikes, submarines outfalls, trench control, etc.). To determine the type of atmospheric correction most appropriate for the depth estimation, different accuracies are required. Accuracy in bathymetric information is highly dependent on the atmospheric correction made to the imagery. The reduction of effects such as glint and cross-track illumination in homogeneous shallow-water areas improves the results of the depth estimations. The aim of this work is to assess the best atmospheric correction method for the estimation of depth in shallow waters, considering that reflectance values cannot be greater than 1.5?% because otherwise the background would not be seen. This paper addresses the use of hyperspectral imagery to quantitative bathymetric mapping and explores one of the most common problems when attempting to extract depth information in conditions of variable water types and bottom reflectances. The current work assesses the accuracy of some classical bathymetric algorithms (Polcyn–Lyzenga, Philpot, Benny–Dawson, Hamilton, principal component analysis) when four different atmospheric correction methods are applied and water depth is derived. No atmospheric correction is valid for all type of coastal waters, but in heterogeneous shallow water the model of atmospheric correction 6S offers good results.
机译:准确测定水深是土木工程(码头施工,堤坝,潜艇排污,沟槽控制等)的多个方面必不可少的。为了确定最适合深度估计的大气校正类型,需要不同的精度。碱基信息中的准确性高度依赖于对图像所做的大气校正。均匀浅水区中闪光和交叉轨道照明等效果的减少提高了深度估计的结果。这项工作的目的是评估浅水区中深度的最佳大气校正方法,考虑到反射值不能大于1.5?%,因为否则将无法看到背景。本文解决了高光谱图像来定量碱基测绘,并在试图在可变水类型和底部反射条件下提取深度信息时探讨最常见的问题之一。当前工作评估了一些古典沐浴算法(Polcyn-Lyzenga,Philpot,Benny-Dawson,Hamilton,汉密尔顿,主成分分析),当应用四种不同的大气校正方法时,得到水深。没有大气矫正对于所有类型的沿海水域都有效,但在异质浅水中,大气矫正模式6S提供了良好的效果。

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