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A. Anav, P. Friedlingstein, M. Kidston, L. Bopp, P. Ciais, P. Cox, C. Jones, M. Jung, R. Myneni, and Z. Zhu

surface temperature and precipitation were constructed from statistical interpolation of station observations by the Climatic Research Unit (CRU) of the University of East Anglia ( New et al. 2002 ; Mitchell and Jones 2005 ). CRU provides a global coverage only for land points between 1901 and 2006 with a spatial resolution of 0.5° ( Table 4 ). Most of the previous model–data comparison studies use the 40-yr European Centre for Medium-Range Weather Forecasts (ECMWF) Re-Analysis (ERA-40; or other

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