The Cryosphere, 8, 2335–2351, 2014 www.the-cryosphere.net/8/2335/2014/ doi:10.5194/tc-8-2335-2014 © Author(s) 2014. CC Attribution 3.0 License. Inferred basal friction and surface mass balance of the Northeast Greenland Ice Stream using data assimilation of ICESat (Ice Cloud and land Elevation Satellite) surface altimetry and ISSM (Ice Sheet System Model) E. Larour1, J. Utke3, B. Csatho4, A. Schenk4, H. Seroussi1, M. Morlighem2, E. Rignot1,2, N. Schlegel1, and A. Khazendar1 1Jet Propulsion Laboratory – California Institute of Technology, 4800 Oak Grove Drive MS 300-323, Pasadena, CA 91109-8099, USA 2University of California Irvine, Department of Earth System Science, Croul Hall, Irvine, CA 92697-3100, USA 3Argonne National Lab, Argonne, IL 60439, USA 4Department of Geological Sciences, University at Buffalo, Buffalo, NY, USA Correspondence to: E. Larour (
[email protected]) Received: 5 April 2014 – Published in The Cryosphere Discuss.: 8 May 2014 Revised: 9 September 2014 – Accepted: 30 September 2014 – Published: 15 December 2014 Abstract. We present a new data assimilation method within 1 Introduction the Ice Sheet System Model (ISSM) framework that is capa- ble of assimilating surface altimetry data from missions such Global mean sea level (GMSL) rise observations show an as ICESat (Ice Cloud and land Elevation Satellite) into re- overall budget in which freshwater contribution from the po- constructions of transient ice flow. The new method relies on lar ice sheets represents a significant portion (Church and algorithmic differentiation to compute gradients of objective White, 2006, 2011; Stocker et al., 2013), which is actually functions with respect to model forcings.