Skillful seasonal prediction of Yangtze river valley summer rainfall

China suffers from frequent summer floods and droughts, but seasonal forecast skill of corresponding summer rainfall remains a key challenge. In this study, we demonstrate useful levels of prediction skill over the Yangtze river valley for summer rainfall and river flows using a new high resolution forecast system. Further analysis of the sources of predictability suggests that the predictability of Yangtze river valley summer rainfall corresponds to skillful prediction of rainfall in the deep tropics and around the Maritime Continent. The associated dynamical signals favor increased poleward water vapor transport from South China and hence Yangtze river valley summer rainfall and river flow. The predictability and useful level of skill demonstrated by this study imply huge potential for flooding and drought related disaster mitigation and economic benefits for the region based on early warning of extreme climate events.

[1]  Bin Wang,et al.  Peak-summer East Asian rainfall predictability and prediction part II: extratropical East Asia , 2016, Climate Dynamics.

[2]  Song Yang,et al.  Seasonal-Interannual Variation and Prediction of Wet and Dry Season Rainfall over the Maritime Continent: Roles of ENSO and Monsoon Circulation , 2016 .

[3]  J. Chiang,et al.  Orbital control of the western North Pacific summer monsoon , 2016, Climate Dynamics.

[4]  Adam A. Scaife,et al.  Global Seasonal forecast system version 5 (GloSea5): a high‐resolution seasonal forecast system , 2015 .

[5]  Li Fang,et al.  Improving Multi-model Ensemble Probabilistic Prediction of Yangtze River Valley Summer Rainfall , 2015 .

[6]  R. Lu,et al.  Predictability of the western North Pacific summer climate associated with different ENSO phases by ENSEMBLES multi-model seasonal forecasts , 2014, Climate Dynamics.

[7]  Adam A. Scaife,et al.  Do seasonal-to-decadal climate predictions underestimate the predictability of the real world? , 2014, Geophysical research letters.

[8]  Arun Kumar,et al.  Is There a Relationship between Potential and Actual Skill , 2014 .

[9]  Adam A. Scaife,et al.  Skillful long‐range prediction of European and North American winters , 2014 .

[10]  G. Vecchi,et al.  Origin of seasonal predictability for summer climate over the Northwestern Pacific , 2013, Proceedings of the National Academy of Sciences.

[11]  R. Lu,et al.  Predictability of the western North Pacific summer climate demonstrated by the coupled models of ENSEMBLES , 2012, Climate Dynamics.

[12]  Bin Wang,et al.  Deficiencies and possibilities for long-lead coupled climate prediction of the Western North Pacific-East Asian summer monsoon , 2011 .

[13]  Laurent Z. X. Li,et al.  East China Summer Rainfall Variability of 1958–2000: Dynamical Downscaling with a Variable-Resolution AGCM , 2010 .

[14]  Chris Harris,et al.  Design and implementation of the infrastructure of HadGEM3: the next-generation Met Office climate modelling system , 2010 .

[15]  R. Lu,et al.  Intensification of East Asian Summer Rainfall Interannual Variability in the Twenty-First Century Simulated by 12 CMIP3 Coupled Models , 2010 .

[16]  T. Palmer,et al.  ENSEMBLES: A new multi‐model ensemble for seasonal‐to‐annual predictions—Skill and progress beyond DEMETER in forecasting tropical Pacific SSTs , 2009 .

[17]  Arun Kumar,et al.  Finite Samples and Uncertainty Estimates for Skill Measures for Seasonal Prediction , 2009 .

[18]  Arun Kumar,et al.  Predictable patterns of the Asian and Indo-Pacific summer precipitation in the NCEP CFS , 2009 .

[19]  Yan Du,et al.  Indian Ocean Capacitor Effect on Indo–Western Pacific Climate during the Summer following El Niño , 2009 .

[20]  Chung‐Kyu Park,et al.  Statistical downscaling for multi-model ensemble prediction of summer monsoon rainfall in the Asia-Pacific region using geopotential height field , 2008 .

[21]  T. Jiang,et al.  Changes in monthly precipitation and flood hazard in the Yangtze River Basin, China , 2008 .

[22]  Yihui Ding,et al.  Inter‐decadal variation of the summer precipitation in East China and its association with decreasing Asian summer monsoon. Part I: Observed evidences , 2008 .

[23]  Chong-yu Xu,et al.  Spatial and temporal variability of precipitation maxima during 1960-2005 in the Yangtze River basin and possible association with large-scale circulation , 2008 .

[24]  H. Hsu,et al.  Asymmetry of the Tripole Rainfall Pattern during the East Asian Summer , 2007 .

[25]  David Strömberg Natural Disasters, Economic Development, and Humanitarian Aid , 2007 .

[26]  Tim Li,et al.  Interannual and interdecadal variability of the summertime western North Pacific subtropical high , 2007 .

[27]  Quansheng Ge,et al.  Precipitation variability and extreme events in eastern China during the past 1500 years , 2006 .

[28]  J. Pal,et al.  On the role of resolution and topography in the simulation of East Asia precipitation , 2006 .

[29]  R. Lu,et al.  External and Internal Summer Atmospheric Variability in the Western North Pacific and East Asia , 2006 .

[30]  J. Janowiak,et al.  The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present) , 2003 .

[31]  Bin Wang,et al.  Pacific–East Asian Teleconnection. Part II: How the Philippine Sea Anomalous Anticyclone is Established during El Niño Development* , 2002 .

[32]  M. Kanamitsu,et al.  NCEP–DOE AMIP-II Reanalysis (R-2) , 2002 .

[33]  Akimasa Sumi,et al.  Simulation of the 1998 East Asian Summer Monsoon by the CCSR/NIES AGCM , 2001 .

[34]  R. Lu Atmospheric circulations and sea surface temperatures related to the convection over the western pacific warm pool on the interannual scale , 2001 .

[35]  Rong-hui Huang,et al.  Impacts of the tropical western Pacific on the East Asian summer monsoon , 1992 .

[36]  Bin Wang,et al.  Asian summer monsoon rainfall predictability: a predictable mode analysis , 2014, Climate Dynamics.

[37]  I. Simmonds,et al.  Relationships between summer rainfall over China and ocean temperatures in the tropical western Pacific , 1996 .

[38]  James M. Murphy,et al.  Assessment of the practical utility of extended range ensemble forecasts , 1990 .

[39]  T. Nitta Convective Activities in the Tropical Western Pacific and Their Impact on the Northern Hemisphere Su , 1987 .