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Why? Clues in conventional data
First guess, analysis, and radiosonde soundings
What else is influencing the analysis?
Good data pulled analysis away from raob report
Sampling limits detection of mesoscale features
How representative is an observation?
Assumed length scales prevent inclusion of mesoscale features
Background: Understanding
Data Assimilation