Observations of inertial currents in a lagoon in southeastern Iceland using terrestrial radar interferometry and automated iceberg tracking

Warming ocean currents are considered to be a contributing factor to the retreat of marine-terminating glaciers worldwide, but direct observations near the ice-ocean interface are challenging. We use radar intensity imagery and an iceberg tracking algorithm to produce half-hourly current maps within an imaged portion of Jokulsarlon, a proglacial lagoon in southeastern Iceland. Over our 43.5-h observation period, the lagoon has clockwise circulation with current speeds of order 3-8cm/s and occasional strong glacier outflows of up to ~15cm/s. The currents driven by the glacial outflows appear to be dominantly inertial. HighlightsWe track iceberg motion in a glacial lagoon using terrestrial radar intensity images.We use a PTV approach to track the icebergs.We interpolate the currents using radial basis functions.Subglacial outflows contribute to inertial circulation in the lagoon.

[1]  Vagn Walfrid Ekman,et al.  On the influence of the earth's rotation on ocean-currents. , 1905 .

[2]  Richard K. Beatson,et al.  Reconstruction and representation of 3D objects with radial basis functions , 2001, SIGGRAPH.

[3]  Fraser Davidson,et al.  Rapid circulation of warm subtropical waters in a major glacial fjord in East Greenland , 2010 .

[4]  R. H. Byrne,et al.  Design and initial results of a bottom stationing ocean profiler , 2002, OCEANS '02 MTS/IEEE.

[5]  E. G. Banke,et al.  The influence of winds, currents and towing forces on the drift of icebergs , 1983 .

[6]  T. Dixon,et al.  Emerging Technology Monitors Ice-Sea Interface at Outlet Glaciers , 2012 .

[7]  Anton J. Haug Bayesian Estimation and Tracking: A Practical Guide , 2012 .

[8]  R. L. Hardy Multiquadric equations of topography and other irregular surfaces , 1971 .

[9]  Azriel Rosenfeld,et al.  Sequential Operations in Digital Picture Processing , 1966, JACM.

[10]  L. Stearns,et al.  Quantifying flow regimes in a Greenland glacial fjord using iceberg drifters , 2014 .

[11]  Travis E. Oliphant,et al.  Python for Scientific Computing , 2007, Computing in Science & Engineering.

[12]  Richard K. Beatson,et al.  Surface interpolation with radial basis functions for medical imaging , 1997, IEEE Transactions on Medical Imaging.

[13]  Martin D. Buhmann,et al.  Radial Basis Functions: Theory and Implementations: Preface , 2003 .

[14]  G. Mellor Introduction to physical oceanography , 1996 .

[15]  Urs Wegmüller,et al.  A Real-Aperture Radar for Ground-Based Differential Interferometry , 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

[16]  Ramani Duraiswami,et al.  Fast Radial Basis Function Interpolation via Preconditioned Krylov Iteration , 2007, SIAM J. Sci. Comput..

[17]  David M. Holland,et al.  Acceleration of Jakobshavn Isbræ triggered by warm subsurface ocean waters , 2008 .

[18]  Ian M. Howat,et al.  Multi-year observations of Breiðamerkurjökull, a marine-terminating glacier in southeastern Iceland, using terrestrial radar interferometry , 2015, Journal of Glaciology.

[19]  Ian M. Howat,et al.  Dynamic controls on glacier basal motion inferred from surface ice motion , 2008 .

[20]  Anton Kruger,et al.  River gauging using PIV techniques: a proof of concept experiment on the Iowa River , 2003 .

[21]  John D. Hunter,et al.  Matplotlib: A 2D Graphics Environment , 2007, Computing in Science & Engineering.

[22]  M. Brandon,et al.  Hydrographic measurements in Jökulsárlón lagoon, Iceland , 2013 .

[23]  H. Björnsson Scales and rates of glacial sediment removal: a 20 km long, 300 m deep trench created beneath Breiðamerkurjökull during the Little Ice Age , 1996, Annals of Glaciology.

[24]  Cathy Connor,et al.  Submarine melting at the terminus of a temperate tidewater glacier, LeConte Glacier, Alaska, U.S.A. , 2003, Annals of Glaciology.

[25]  S. Griffies,et al.  Challenges to Understanding the Dynamic Response of Greenland's Marine Terminating Glaciers to Oceanic and Atmospheric Forcing , 2013 .

[26]  Tiago H. Silva,et al.  Computer-based identification and tracking of Antarctic icebergs in SAR images , 2005 .