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Explore satellite radiance assimilation techniques in this comprehensive lecture from the Workshop on Data Assimilation in Weather and Climate Models. Gain practical insights into integrating satellite observations into atmospheric models for improved weather forecasting and climate monitoring. Learn about the challenges and methodologies involved in assimilating satellite radiance data, including quality control, bias correction, and the use of radiative transfer models. Discover how these techniques contribute to enhancing the accuracy of numerical weather prediction and climate reanalysis projects. Benefit from hands-on demonstrations and examples that illustrate the application of satellite radiance assimilation in real-world scenarios, providing valuable skills for atmospheric scientists, meteorologists, and climate researchers.
