研究目的
Investigating the effects of the three-dimensional hydrometeor distributions of precipitating clouds on passive microwave rainfall estimations.
研究成果
The study concluded that the 3-D effects of precipitating clouds significantly impact passive microwave rainfall estimations, especially at higher frequency channels and for off-nadir viewing angles. It suggested that incorporating more viewing angles in the a priori information could mitigate retrieval differences due to different viewing directions.
研究不足
The study acknowledges the limitations of the 1-D plane-parallel RTM in describing strong scattering along off-nadir viewing directions and the computational intensity of the 3-D model.
1:Experimental Design and Method Selection:
The study employed the Weather Research and Forecast (WRF) 3-D cloud resolving model (CRM) to simulate precipitating scenes and used 1-D plane-parallel (PP) and 3-D backward Monte Carlo (MC) radiative transfer models (RTMs) for radiative transfer computations.
2:Sample Selection and Data Sources:
The study used four simulated precipitating scenes including a supercell thunderstorm, an East Asian squall line, East Asia Jang-Ma, and shallow cumulus cases.
3:List of Experimental Equipment and Materials:
The WRF CRM and radiative transfer models were the primary tools used.
4:Experimental Procedures and Operational Workflow:
The study involved simulating brightness temperatures for different viewing directions and comparing 1-D and 3-D RTM results.
5:Data Analysis Methods:
The study analyzed the differences in brightness temperature fields and their impact on rainfall estimations using a Bayesian methodology.
独家科研数据包,助您复现前沿成果,加速创新突破
获取完整内容