Do you interpolate?
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@ivo, the source weather data you get from various models are for exact point of earth with a specific resolution (1.25-22km)? Do you try to interpolate the forecast data to get to a different forecast for every let's say 100m? Do you account for known altitude (AMSL) in the interpolation?
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