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多通道地基微波辐射计大气遥感
引用本文:雷连发,卢建平,朱磊,吴皓.多通道地基微波辐射计大气遥感[J].遥感学报,2014,18(1):180-191.
作者姓名:雷连发  卢建平  朱磊  吴皓
作者单位:西安电子工程研究所, 陕西 西安 710100;西安电子工程研究所, 陕西 西安 710100;西安电子工程研究所, 陕西 西安 710100;西安电子工程研究所, 陕西 西安 710100
基金项目:公益性行业(气象)科研专项(编号:GYHY201006030)
摘    要:本文主要介绍了自主研发的多通道地基微波辐射计观测亮温和数据反演方法,并与探空观测值进行对比,分析了辐射计观测亮温、反演的温度和水汽廓线的精度。结果表明,该仪器亮温观测误差小且利用神经网络反演的大气温度及水汽等廓线参数准确可靠,具有实际应用价值。

关 键 词:微波辐射计  BP神经网络  MonoRTM模型  多通道  地基
收稿时间:2013/1/23 0:00:00
修稿时间:7/9/2013 12:00:00 AM

Atmospheric remote sensing using multi-channel ground-based microwave radiometer
LEI Lianf,LU Jianping,ZHU Lei and WU Hao.Atmospheric remote sensing using multi-channel ground-based microwave radiometer[J].Journal of Remote Sensing,2014,18(1):180-191.
Authors:LEI Lianf  LU Jianping  ZHU Lei and WU Hao
Institution:Xi'an Electronic Engineering Research Institute, Xi'an 710100, China;Xi'an Electronic Engineering Research Institute, Xi'an 710100, China;Xi'an Electronic Engineering Research Institute, Xi'an 710100, China;Xi'an Electronic Engineering Research Institute, Xi'an 710100, China
Abstract:This paper proposes a self-developed multi-channel ground-based microwave radiometer that uses a brightness temperature and data inversion method. We compared the radiometer data and the radiosonde observations, and then analyzed the radiometer observations in terms of brightness temperature, inversion temperature, and water vapor profile accuracy. Results show that the microwave radiometer has a small observation error of brightness temperature and the neural network inversion profiles of atmospheric temperature, water vapor, and other parameters are accurate and reliable. The proposed radiometer has practical applications.
Keywords:microwave radiometer  BP neural network  MonoRTM model  multi-channel  groud-based
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