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10.1175/JCLI-D-13-00405.1 DONAT ET AL. Supplementary Material for Consistency of Temperature and Precipitation Extremes across Various Global Gridded In Situ and Reanalysis Datasets Markus G. Donat Climate Change Research Centre, and ARC Centre of Excellence for Climate System Science, University of New South Wales, Sydney, New South Wales, Australia Jana Sillmann University of Victoria, Victoria, British Columbia, Canada Simon Wild School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, United Kingdom Lisa V. Alexander and Tanya Lippmann Climate Change Research Centre, and ARC Centre of Excellence for Climate System Science, University of New South Wales, Sydney, New South Wales, Australia Francis W. Zwiers Pacific Climate Impacts Consortium, Victoria, British Columbia, Canada (Manuscript received 10 July 2013, in final form 13 December 2013) 10.1175/JCLI-D-13-00405.1 DONAT ET AL. Fig. S1. Time series of area-averaged values of annual maximum of daily minimum temperatures (TNx) in the different data sets over global land and four continental subregions, actual values (left) and anomalies from the 1981-2000 average (right). Units: °C. 1 10.1175/JCLI-D-13-00405.1 DONAT ET AL. Fig. S2. As in Fig. S1, but for annual minimum of daily maximum temperatures (TXn), units: °C. 2 10.1175/JCLI-D-13-00405.1 DONAT ET AL. Fig. S3. As in Fig. S1, but for annual maximum daily precipitation amounts (Rx1day), units: mm. 3 10.1175/JCLI-D-13-00405.1 DONAT ET AL. Fig. S4. Maps of linear decadal trends in TXn during 1979-2010 (ERA-40 ends in 2001), unit: °C decade-1. Trends are calculated only for land grid boxes which have at least ten years of data, hatching indicates significant trends (p ≤ 0.05, Mann-Kendall test). The mask on the bottom right panel shows the grid boxes which provide almost complete time series (30 out of 32 years) in all gridded data sets of in situ observations and is used for comparison of the data sets. Continental sub-regions used for further analysis are also shown. 4 10.1175/JCLI-D-13-00405.1 DONAT ET AL. Fig. S5. As in Fig. S4, but for TNx. 5 10.1175/JCLI-D-13-00405.1 DONAT ET AL. Fig. S6. Local TNn anomaly in 2009 from the 1979-2010 climate average in all datasets, unit: °C. The mask of complete grid boxes shown in Fig. 4 has been applied to all datasets. 6 10.1175/JCLI-D-13-00405.1 DONAT ET AL. Fig. S7. As in Figure S4, but for annual maximum daily precipitation amounts (Rx1day) during 1979-2008, unit: mm decade-1. The mask on the bottom right panel shows the grid boxes which provide almost complete time series (28 out of 30 years) in all gridded data sets of in situ observations and is used for comparison of the data sets. Continental sub-regions used for further analysis are also shown. 7