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Weather and climate models do not represent the atmosphere in a continuous manner, but either at discrete points or averages around those points.
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A description of the grid used for ERA-Interim data is given at:
ERA-Interim: What is the spatial reference
Vertical
In the vertical, models can use levels, located at discrete points, and/or averages over layers.
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