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赣江流域TRMM降水数据的误差特征与成因
  • ISSN号:1001-6791
  • 期刊名称:《水科学进展》
  • 时间:0
  • 分类:P339[天文地球—水文科学;水利工程—水文学及水资源;天文地球—地球物理学]
  • 作者机构:[1]清华大学水利水电工程系,北京100084, [2]南京水利科学研究院水文水资源与水利工程科学国家重点实验室,江苏南京210029
  • 相关基金:基金项目:国家自然科学基金资助项目(51109136);水利部公益性行业科研专项经费资助项目(201001002)
中文摘要:

阐明TRMM 3B42V6 (Tropical rainfall measuring mission 3B42 version 6)的误差特征及成因,对于合理使用该卫星降水数据,并完善其降水反演算法具有重要意义。存赣江流域0.25°×0.25°空间尺度上,对比了TRMM3842V6、TRMM3842RTV6和CMORPH的精度特仟。结果表明,3842V6的系统偏差远低于3842RTV6、CMORPH,但平均绝对值偏差、效率系数和探测率均明显劣于CMORPH。TRMM3842V6的系统偏差较低的原因主要在于该数据采朋地面月降水量进行了校准,而其绝对值偏差、效率系数和探测率明最劣于CMORPH的主要原因存于所采用的热红外/被动微波降水联合反演算法不及后者有效。今后有必要对TRMM3842的精度进行全面评仙,并改进恢数据的热红外/微波降水反演算法及与地面降水信息的融合算法。

英文摘要:

In order to ensure rational utilization and to improve rainfall retrieval algorithms, it is of great significance to illustrate the characteristics and the sources of errors in the daily Tropical Rainfall Measuring Mission (TRMM) 3B42V6 precipitation product. In this study, we analyze the accuracy of three high resolution precipitation datasets at a spatial resolution of 0.25°×0.25° degrees using daily rain gauge data observed over the Ganjiang River basin. The three datasets are daily TRMM and other satellites precipitation product (3B42V6 derived), TRMM (3B42RTV6), and NOAA Climate Prediction Center Morphing Technique (CMORPH). Results show that the bias (B) of 3Bg2V6 is substantially less than that of 3Bg2RTV6 and CMORPH. However, CMORPH is more accurate than 3B42V6 as measured by other accuracy indices including the absolute bias (As ), the Nash-Sutcliffe efficiency coefficient (C) and the probability of detection (PD). The lower B values obtained from the TRMM 3Bg2V6 precipitation product are due to the fact that the rainfall monthly ground station data are used to correct the original TRMM data. However, the scheme for merging microwave and infrared (IR) precipitation information in TRMM 3B42V6 may not be as effective as the ones in 3B42RTV6 and CMORPH. As a result, the TRMM 3Bg2V6 precipitation product has higher As but lower C and P, values compared to CMORPH. A further comprehensive assessment on the quality of daily TRMM 3B42V6 precipitation product is thus warranted to improve the performance of the scheme for merging microwave and IR precipitation information as well as the method of merging the satellite-gauge data.

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期刊信息
  • 《水科学进展》
  • 中国科技核心期刊
  • 主管单位:中华人民共和国水利部
  • 主办单位:水利部交通运输部 南京水利科学研究院 中国水利学会
  • 主编:张建云
  • 地址:南京市广州路225号
  • 邮编:210029
  • 邮箱:skxjz@nhri.cn
  • 电话:025- 85829770
  • 国际标准刊号:ISSN:1001-6791
  • 国内统一刊号:ISSN:32-1309/P
  • 邮发代号:28-146
  • 获奖情况:
  • 全国水利系统优秀期刊、全国中文核心期刊(1996),1999年第三次被评为江苏省优秀期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),波兰哥白尼索引,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:24332