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STUDY OF GPM-IMERG RAINFALL DATA PRODUCT FOR GANGOTRI GLACIER

机译:甘格特里冰川的GPM-IMERG降雨数据产品的研究

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This study presents a comparison of new generation weather observatory satellites Global Precipitation Measurement (GPM) Integrated Multi-satellite Retrievals for GPM (IMERG) rainfall products with field data collected for Gangotri glacier in India. The meteorological analysis of rainfall estimates has been performed on GPM IMERG Final, Late and Early precipitation products available at daily scale with a spatial resolution of 0.1°?×?0.1° for melting season from May to September for the year 2014 and 2015 respectively. The comparison of satellite products with field data was done using correlation coefficient and standard anomaly. The Late run curve showed a high degree of similarity with final run curve while early run showed variation from them. The satellite meteorological data correctly identified non-rainy days with an average of ~86.7%, ~67.5% and ~95% for pre-monsoon, monsoon and post-monsoon season respectively. The rmse for final run data product for 2014 and 2015 are 4.5, 1.23, 1.55, 1.24, 0.8 and 1.14, 7.1, 1.82, 1.15, 1.52 from May to September respectively. Overall, it has been observed that for medium to heavy rainfall final run estimates are close to field data and for light to medium rainfall late run estimates are close. Similar results have been obtained from both datasets for non-rainy days in the study area.
机译:这项研究提出了新一代天气观测卫星与印度恒河冰川的实地数据进行比较,该卫星用于全球降水量测量(GPM)综合多颗卫星,用于GPM(IMERG)降雨产品。降雨估算的气象分析是在GPM IMERG最终,晚期和早期降水产品上进行的,这些产品日均可用,空间分辨率为0.1°××0.1°,用于5月至9月分别为2014年和2015年的融化季节。使用相关系数和标准异常对卫星产品与现场数据进行比较。后期运行曲线显示出与最终运行曲线高度相似,而早期运行显示出与它们之间的差异。卫星气象数据正确地确定了非雨天,季风前,季风和季风后季节平均分别为〜86.7%,〜67.5%和〜95%。 5月至9月,2014年和2015年最终运行数据产品的均方根分别为4.5、1.23、1.55、1.24、0.8和1.14、7.1、1.82、1.15、1.52。总体而言,已经观察到,对于中到强降雨,最终运行估计接近实地数据,对于中到降雨,后期运行估计接近。从研究区域中非雨天的两个数据集获得了相似的结果。

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