Toward an Intercalibrated Fundamental Climate Data Record of the SSM/I Sensors

被引:47
|
作者
Sapiano, Mathew R. P. [1 ]
Berg, Wesley K. [2 ]
McKague, Darren S. [3 ]
Kummerow, Christian D. [2 ]
机构
[1] Univ Maryland, Earth Syst Sci Interdisciplinary Ctr, College Pk, MD 20740 USA
[2] Colorado State Univ, Dept Atmospher Sci, Ft Collins, CO 80523 USA
[3] Univ Michigan, Ann Arbor, MI 48109 USA
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2013年 / 51卷 / 03期
基金
美国海洋和大气管理局;
关键词
Climate data record; intercalibration; passive microwave remote sensing; special sensor microwave/imagers (SSM/I); INTERSENSOR CALIBRATION; MICROWAVE;
D O I
10.1109/TGRS.2012.2206601
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Multiple independent intercalibration techniques are used to derive calibration adjustments for the development of a fundamental climate data record of physically consistent brightness temperature data from the series of six special sensor microwave/imagers (SSM/Is). The techniques include direct polar matchups, double differencing against model simulations from reanalysis profile data, double differencing against matchups with the Tropical Rainfall Measuring Mission Microwave Imager, vicarious cold calibration, and an Amazon warm calibration. Multiple realizations of three of the five techniques have been applied using different reanalysis data and retrieval techniques to account for Earth incidence angle-dependent differences between sensors. Excellent agreement has been achieved between each of the techniques with typical spread within 0.5 K at the cold end, with slightly higher spread when the warm end estimate is included. A strategy for estimating mean intercalibration values is described with justification for the use of a simple offset based on error characteristics. Intercalibration offsets are smaller for the more recent SSM/I (< 1 K for F14 and F15 compared with F13) and slightly larger for the older satellites (< 2 K for F08, F10, and F11 when compared to F13).
引用
收藏
页码:1492 / 1503
页数:12
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