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Several recent developments are therefore discussed including probabilistic nowcasting techniques, mesoscale data assimilation and decision support systems for severe storms.
5.2.3 Data Assimilation 152
Flood forecasting model outputs are usually updated based on real-time observations in a process known as data assimilation.
Meteorological services are also increasingly using weather radar outputs as part of the data assimilation process for mesoscale and convective-scale forecasting models (see Chap. 4).
In some cases these issues also present opportunities; for example, for the study of insects and bats (in the emerging field of aeroecology) or to derive near-surface humidity estimates for data assimilation in atmospheric models, based on variations in propagation times to the locations of known ground clutter, such as nearby hills (e.g.
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