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It consisting of an instrument simulator and a sub-column\ngenerator, which enables statistically emulating a higher spatial resolution.\nThis framework is specifically designed to simulate the `Atmospheric\nRadiation Measurement (ARM) User Facility \u003chttp://www.arm.gov\u003e`_ remote-\nsensing measurements while being faithful to the representation of physical\nprocesses and sub-grid scale assumptions in various state-of-the-art models,\nthereby serving as a practical bridge between observations and models.\n\n\nDetailed description of EMC² is provided in Silber et al. 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