Precipitation Science: Measurement, Remote Sensing, Microphysics and Modeling
addresses the latest key concerns for researchers in precipitation science, mainly observing, measuring, modeling and forecasting. Using case studies and global examples, the book demonstrates how researchers are addressing these issues using state-of-the-art methods and models to improve accuracy and output across the field. In the process, it covers such topics as discrepancies between models and observations, precipitation estimations, error assessment, droplet size distributions, and using data in forecasting and simulations. Other sections cover improved standard approaches, novel approaches, and coverage of a variety of topics such as climatology, data records, and more.
By providing comprehensive coverage of the most up-to-date approaches to understanding, modeling, and predicting precipitation, this book offers researchers in atmospheric science, hydrology and meteorology with a comprehensive resource for improving outcomes and advancing knowledge.
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Table of Contents
Part 1 Precipitation Measurement
1. Accuracy assessment and intercomparison of precipitation measurement instruments
2. Application of underwater passive acoustic measurements of ocean sound in precipitation estimation
3. Quality control and verification of precipitation observations, estimates, and forecasts
4. Insights on a global Extreme Rainfall Detection System
Part 2 Precipitation Remote Sensing
5. Evaluation of high-resolution satellite precipitation data over the Mediterranean Region
6. Fundamental satellite precipitation data records
7. The potential of using satellite-related precipitation data sources in arid regions
8. Monitoring precipitation from space: progress, challenges, and opportunities
9. Satellite hail detection
10. Development of a precipitation-retrieval scheme for cross-track passive microwave sounding instruments
11. Evaluation of high-resolution satellite precipitation over the global oceans
12. Recent advances and challenges in satellite-based snowfall detection and estimation
13. Errors and uncertainties associated with quasiglobal satellite precipitation products
14. Performance assessment of merged multisatellite precipitation datasets over diverse climate and complex topography
Part 3 Precipitation microphysics
15. Melting of atmospheric ice particles
16. Variability of raindrop size distribution as characterized by the generalized gamma formulation
17. Rainfall microphysical characterization over the Mediterranean area during the GPM era
18. Cloud processes of the main precipitating systems over continental tropical regions
Part 4 Precipitation Modeling
20. Precipitation in Earth system models: advances and limitations
21. Improvement of quantitative precipitation forecast at the short range through lightning data assimilation
22. Multiplatform hydrometeorological analysis of a flash flood event
23. Radar data assimilation in numerical weather prediction models
24. Direct assimilation of radar reflectivity volumes in COSMO?LETKF
25. Enhancing data assimilation of GPM observations
