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Ice dynamics of union glacier from SAR offset tracking

机译:SAR偏移跟踪的联合冰川冰动力学

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The Antarctic ice sheet is predicted to be the major contributor to sea-level rise during the XXI century. Therefore, monitoring ice dynamics of outlet glaciers in Antarctica is of great importance to assess future sea-level rise predictions. Union Glacier is one of the major outlet glaciers of the Ellsworth Mountains and drains into the Ronne-Filchner Ice Shelf. Glaciers can be studied using remote-sensing techniques, which combined with field measurements can deliver a good approximation of its dynamics and can be used as input for glacier models. In this study we acquired high resolution Stripmap HIMAGE SAR images from the COSMO-SkyMed satellite constellation during austral summer of 2011-2012, and applied a SAR offset tracking algorithm to compute ice velocities. Then, we compared our derived velocities with field data already published. Results showed mean values of ice velocity estimated for the main trunk of the glacier are 0.043 (0.0393 SD) m d(-1), with values reaching up to 0.325 m d(-1), in agreement with previous studies. A model of ice thickness based on lamellar flow theory is proposed, using estimated surface ice velocity in combination with surface slope derived from TanDEM-X as input data. Comparison of our modeled ice thickness with radar data agree with a mean absolute deviation of 19.22%. From surface ice velocities we computed principal strain rates in order to assess crevasse formation and closure. Thereafter, using high resolution COSMO-SkyMed Spotlight-2 SAR images we establish a relation between surface features and acting strain components.
机译:据预测,南极冰盖是二十一世纪海平面上升的主要因素。因此,监测南极出口冰川的冰动力学对于评估未来海平面上升的预测非常重要。联合冰川是埃尔斯沃思山脉的主要出口冰川之一,并排入Ronne-Filchner冰架。可以使用遥感技术研究冰川,将其与野外测量相结合可以很好地近似其动力学,并且可以用作冰川模型的输入。在这项研究中,我们从2011年至2012年夏季的COSMO-SkyMed卫星星座中获取了高分辨率的Stripmap HIMAGE SAR图像,并应用了SAR偏移跟踪算法来计算冰速。然后,我们将导出的速度与已经发布的现场数据进行了比较。结果表明,冰川主干的冰速平均值估计为0.043(0.0393 SD)m d(-1),最高可达0.325 m d(-1),与先前的研究一致。提出了一种基于层流理论的冰厚模型,该模型利用估计的表面冰速结合从TanDEM-X导出的表面坡度作为输入数据。我们将模拟的冰层厚度与雷达数据进行比较,得出的平均绝对偏差为19.22%。根据地表冰的速度,我们计算了主要应变率,以评估缝隙的形成和闭合。之后,使用高分辨率COSMO-SkyMed Spotlight-2 SAR图像,我们建立了表面特征与作用应变分量之间的关系。

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