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Error maps for every One-month forecast for Z500, T850 and SLP over Northern Hemisphere and Stream Function, Velocity Potential, Precipitation, Surface air temperature, Sea surface temperature, Z500 and SLP over the globe. Deterministic scores for Z500 over Northern Hemisphere, CHI200, PSI200 and PSI850 over Tropics. Probabilistic scores of reliability diagrams and ROC curves. The dataset is provided in PNG.