“…Several strategies have been devised to overcome this issue, which can be summarized as follows: - Taking more than one reference point measurement. For example, by using two consecutive radiosonde measurements, separated by ∼1 h, it is possible to make a time interpolation [ Tobin et al , ], providing an atmospheric state best estimate which has proven to be well collocated with satellite observations giving a nearly negligible collocation uncertainty [ Calbet et al , ]. It is possible to envisage other measurement strategies, involving, for example, ground‐based remote sensing equipment such as lidar systems, which can achieve a similar goal.
- Estimate the collocation errors (and resulting uncertainties) when comparing single‐reference measurements with satellite data using, e.g., Numerical Weather Prediction (NWP) model fields.
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