降尺度对使用全球和中尺度模式模拟印度地区季节性季风降雨的影响。

S. Dutta, Someshwar Das, S. Kar, U. C. Mohanty, P. Joshi
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引用次数: 3

摘要

全局模型(T80L18;综合了1998-2002年5个季风年的80波数三角形截断和18垂直层)和一个中尺度模式MM5(嵌套在90和30公里分辨率)。研究了从全球尺度到中尺度的动力降尺度对印度夏季风降水模拟的影响。对全球模式和中尺度模式的比较表明,虽然全球模式在模拟全印度更接近观测值的平均降雨量方面比中尺度模式有优势,但T80L18模式在模拟降雨的空间变化方面存在不足。MM5在喜马拉雅山麓和沿尼泊尔至印度东北部产生的降水变化在数量和质量上都更好地反映了降尺度的影响。还可以看出,中尺度模式能够表示在印度观测到的降雨中存在的分散(标准偏差)。在5个季风季节,T80L18预报的月、季平均雨量RMSE大多低于MM5预报。然而,天气特征,如索马里急流和西藏反气旋是更好地代表了MM5。该模式对对流区域的模拟效果也优于T80L18模式。然而,MM5模拟在许多情况下在沙特阿拉伯地区(北纬15-20°和东经45-50°)产生了异常环流。一般来说,中尺度模式比全球模式能更好地模拟风场。在印度半岛上空,T80L18模式显示出更高的温度梯度,但在印度中部上空,与MM5相比,该模式具有更好的温度场。在印度南部和东北部,T80L18和MM5的温度场非常相似。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact of downscaling on the simulation of seasonal monsoon rainfall over the Indian region using a global and mesoscale model.
A global model (T80L18; Triangular Truncation at wave number 80 with 18 vertical layers) and a mesoscale model MM5 (nested at 90 and 30 km resolutions) are integrated for 5 monsoon years 1998-2002. The impact of dynami- cal downscaling from global to mesoscale in the simulations of Indian summer monsoon rainfall is studied. Comparisons between the global and the mesoscale models show that, though the global model has an edge over the mesoscale model in simulating the all-India mean rainfall closer to the observation, the T80L18 model lacks in simulating the spatial variations in rainfall. The effect of downscaling is better represented in the rainfall variations produced by MM5 both quantitatively and qualitatively over the foothills of the Himalayas and along Nepal to North-eastern India. It is also seen that the mesoscale model is able to represent the dispersion (standard deviation) present in the observed rainfall over India. In the five monsoon seasons, RMSE of mean rainfall (monthly and seasonal) of T80L18 forecasts are mostly lower than that of MM5 forecasts. However, synoptic features like the Somali Jet and Tibetan anticyclone are better rep- resented by MM5. This model has also simulated the regions of convection better than the T80L18 model. However, the MM5 simulations produced an anomalous circulation over the Saudi Arabian region (15-20 0 N and 45-50 0 E) in many cases. The mesoscale model simulates better wind fields than the global model in general. Over peninsular India T80L18 model showed higher temperature gradient but, over Central India this model has better temperature field as compared to MM5. Over southern and north-eastern India, the temperature field of T80L18 and MM5 are very similar.
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