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Veljko Petković, Marko Orescanin, Pierre Kirstetter, Christian Kummerow, and Ralph Ferraro

of constructing an accurate precipitation regime prediction model if provided with a high-quality training dataset consisting of brightness temperatures and the relevant convective/stratiform classification. The GPM instrument suite is seen as an ideal data source for this demanding task. Being directly affected by the challenges in linking storms structures and their PMW signatures, the problem is approached from a surface precipitation rate bias perspective (as depicted in Fig. 1 ). The paper

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Christian D. Kummerow, David L. Randel, Mark Kulie, Nai-Yu Wang, Ralph Ferraro, S. Joseph Munchak, and Veljko Petkovic

implementation . J. Atmos. Oceanic Technol. , 18 , 1838 – 1855 , doi: 10.1175/1520-0426(2001)018<1838:OORRFM>2.0.CO;2 . Berg, W. , L’Ecuyer T. , and Kummerow C. D. , 2006 : Rainfall climate regimes: The relationship of regional TRMM rainfall biases to the environment. J. Appl. Meteor. Climatol. , 45 , 434–454, doi: 10.1175/JAM2331.1 . Caine, S. , Lane T. P. , May P. T. , Jakob C. , Siems S. T. , Manton M. J. , and Pinto J. , 2013 : Statistical assessment of tropical convection

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Eun-Kyoung Seo, Sung-Dae Yang, Mircea Grecu, Geun-Hyeok Ryu, Guosheng Liu, Svetla Hristova-Veleva, Yoo-Jeong Noh, Ziad Haddad, and Jinho Shin

. Wave Propagation and Remote Sensing: Proceedings of the 8th URSI Commission F Triennial Open Symposium , B. Battrick and E. J. Rolfe, Eds., European Space Agency Publ. ESA SP-194, 143 – 146 . Berg, W. , L’Ecuyer T. , and Kummerow C. , 2006 : Rainfall climate regimes: The relationship of regional TRMM rainfall biases to the environment . J. Appl. Meteor. Climatol , 45 , 434 – 454 , doi: 10.1175/JAM2331.1 . Biggerstaff, M. I. , and Seo E.-K. , 2010 : An EOF-based comparison and

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