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Analytic reconstruction of a two-dimensional velocity field from an observed diffusive scalar

Published online by Cambridge University Press:  24 May 2019

Arjun Sharma Open the ORCID record for Arjun Sharma [Opens in a new window] ,
Irina I. Rypina ,
Ruth Musgrave  and
George Haller Open the ORCID record for George Haller [Opens in a new window]
Arjun Sharma
Affiliation:
Institute for Mechanical Systems, ETH Zurich, Leonhardstrasse 21, 8092 Zurich, Switzerland
Irina I. Rypina
Affiliation:
Woods Hole Oceanographic Institution, 266 Woods Hole Rd, Woods Hole, MA 02543, USA
Ruth Musgrave
Affiliation:
Woods Hole Oceanographic Institution, 266 Woods Hole Rd, Woods Hole, MA 02543, USA
George Haller*
Affiliation:
Institute for Mechanical Systems, ETH Zurich, Leonhardstrasse 21, 8092 Zurich, Switzerland
*
†Email address for correspondence: [email protected]
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Abstract

Inverting an evolving diffusive scalar field to reconstruct the underlying velocity field is an underdetermined problem. Here we show, however, that for two-dimensional incompressible flows, this inverse problem can still be uniquely solved if high-resolution tracer measurements, as well as velocity measurements along a curve transverse to the instantaneous scalar contours, are available. Such measurements enable solving a system of partial differential equations for the velocity components by the method of characteristics. If the value of the scalar diffusivity is known, then knowledge of just one velocity component along a transverse initial curve is sufficient. These conclusions extend to the shallow-water equations and to flows with spatially dependent diffusivity. We illustrate our results on velocity reconstruction from tracer fields for planar Navier–Stokes flows and for a barotropic ocean circulation model. We also discuss the use of the proposed velocity reconstruction in oceanographic applications to extend localized velocity measurements to larger spatial domains with the help of remotely sensed scalar fields.

JFM classification

Mathematical Foundations: Computational methods Geophysical and Geological Flows: Ocean circulation
Type
JFM Papers
Information
Journal of Fluid Mechanics , Volume 871 , 25 July 2019 , pp. 755 - 774
Copyright
© 2019 Cambridge University Press 

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