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Calibration/Validation of an Altimeter Wave Period Model and Application to TOPEX/Poseidon and Jason-1 Altimeters

机译:高度计波周期模型的校准/验证及其在TOPEX / Poseidon和Jason-1高度计中的应用

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摘要

The altimeter radar backscatter cross-section is known to be related to the ocean surface wave mean square slope statistics, linked to the mean surface acceleration variance according to the surface wave dispersion relationship. Since altimeter measurements also provide significant wave height estimates, the precedent reasoning was used to derive empirical altimeter wave period models by combining both significant wave height and radar backscatter cross-section measurements. This article follows such attempts to propose new algorithms to derive an altimeter mean wave period parameter using neural networks method. Two versions depending on the required inputs are presented. The first one makes use of Ku-band measurements only as done in previous studies, and the second one exploits the dual-frequency capability of modern altimeters to better account for local environmental conditions. Comparison with in situ measurements show high correlations which give confidence in the derived altimeter wave period parameter. It is further shown that improved mean wave characteristics can be obtained at global and local scales by using an objective interpolation scheme to handle relatively coarse altimeter sampling and that TOPEX/Poseidon and Jason-1 altimeters can be merged to provide altimeter mean wave period fields with a better resolution. Finally, altimeter mean wave period estimates are compared with the WaveWatch-Ⅲ numerical wave model to illustrate their usefulness for wave models tuning and validation.
机译:已知高度计雷达的反向散射截面与海洋表面波均方斜率统计有关,根据表面波频散关系与平均表面加速度方差相关联。由于高度计的测量值还提供了重要的波高估计,因此采用先验推理方法,通过结合有效的波高和雷达反向散射截面测量值得出经验性的高度计波周期模型。本文遵循这样的尝试,提出了使用神经网络方法导出高度计平均波周期参数的新算法。根据所需的输入,提供了两种版本。第一个仅使用先前研究中所做的Ku波段测量,第二个使用现代高度计的双频功能来更好地考虑当地环境条件。与原位测量的比较显示出高度相关性,这使人们对得出的高度计波周期参数充满信心。进一步表明,通过使用客观插值方案来处理相对粗略的高度计采样,可以在全局和局部尺度上获得改善的平均波特性,并且可以合并TOPEX / Poseidon和Jason-1高度计以提供具有更好的分辨率。最后,将高度计平均波周期估计值与WaveWatch-Ⅲ数值波模型进行比较,以说明它们对波浪模型的调整和验证的有用性。

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