Upstream Satellite Remote Sensing for River Discharge Forecasting: Application to Major Rivers in South Asia
Remote Sensing of Environment 131 (2013) 140–151 Contents lists available at SciVerse ScienceDirect Remote Sensing of Environment journal homepage: www.elsevier.com/locate/rse Upstream satellite remote sensing for river discharge forecasting: Application to major rivers in South Asia Feyera A. Hirpa a, Thomas M. Hopson b,⁎, Tom De Groeve c, G. Robert Brakenridge d, Mekonnen Gebremichael a, Pedro J. Restrepo e a Department of Civil & Environmental Engineering, University of Connecticut, Storrs, CT 06269, USA b Research Applications Laboratory, National Center for Atmospheric Research, Boulder, CO 80307-3000, USA c Joint Research Centre of the European Commission, Ispra, Via Fermi 2147, 21020 Ispra, Italy d CSDMS, INSTAAR, University of Colorado, Boulder, CO 80309-0450, USA e North Central River Forecast Center, NOAA, Chanhassen, MN, 55317, USA article info abstract Article history: In this work we demonstrate the utility of satellite remote sensing for river discharge nowcasting and forecasting Received 19 August 2011 for two major rivers, the Ganges and Brahmaputra, in southern Asia. Passive microwave sensing of the river and Received in revised form 16 November 2012 floodplain at more than twenty locations upstream of Hardinge Bridge (Ganges) and Bahadurabad (Brahmaputra) Accepted 17 November 2012 gauging stations are used to: 1) examine the capability of remotely sensed flow information to track the down- Available online xxxx stream propagation of river flow waves and 2) evaluate their use in producing river flow nowcasts, and forecasts at 1–15 days lead time. The pattern of correlation between upstream satellite data and in situ observations of Keywords: Floods downstream discharge is used to estimate wave propagation time.
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