Hyperspectral Microwave Atmospheric Sounding

被引:57
作者
Blackwell, William J. [1 ]
Bickmeier, Laura J. [1 ]
Leslie, R. Vincent [1 ]
Pieper, Michael L. [1 ]
Samra, Jenna E. [1 ]
Surussavadee, Chinnawat [2 ,3 ]
Upham, Carolyn A. [1 ]
机构
[1] MIT, Lincoln Lab, Lexington, MA 02420 USA
[2] MIT, Elect Res Lab, Cambridge, MA 02139 USA
[3] Prince Songkla Univ, Fac Technol & Environm, Andaman Environm & Nat Disaster Res Ctr, Phuket 83120, Thailand
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2011年 / 49卷 / 01期
关键词
Advanced Microwave Sounding Unit (AMSU); Advanced Technology Microwave Sounder (ATMS); data assimilation; geostationary; Geostationary Millimeter-wave Array Spectrometer (GeoMAS); Geostationary Operational Environmental Satellite; humidity; hyperspectral; Hyperspectral Microwave Array Spectrometer (HyMAS); infrared; microwave; millimeter wave; moisture; National Polar-orbiting Operational Environmental Satellite System (NPOESS); neural network (NN); precipitation; retrieval; sounding; temperature; water vapor; WAVE PRECIPITATION RETRIEVALS; WEATHER PREDICTION MODEL; WATER-VAPOR; TESTBED-MICROWAVE; MILLIMETER; TEMPERATURE; SATELLITE; AMSU; AIRS/AMSU/HSB; SENSITIVITY;
D O I
10.1109/TGRS.2010.2052260
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
We introduce a new hyperspectral microwave remote sensing modality for atmospheric sounding, driven by recent advances in microwave device technology that now permit receiver arrays that can multiplex multiple broad frequency bands into more than 100 spectral channels, thus improving both the vertical and horizontal resolutions of the retrieved atmospheric profile. Global simulation studies over ocean and land in clear and cloudy atmospheres using three different atmospheric profile databases are presented that assess the temperature, moisture, and precipitation sounding capability of several notional hyperspectral systems with channels sampled near the 50-60-, 118.75-, and 183.31-GHz absorption lines. These analyses demonstrate that hyperspectral microwave operation using frequency multiplexing techniques substantially improves temperature and moisture profiling accuracy, particularly in atmospheres that challenge conventional nonhyperspectral microwave sounding systems because of high water vapor and cloud liquid water content. Retrieval performance studies are also included that compare hyperspectral microwave sounding performance to conventional microwave and hyperspectral infrared approaches, both in a geostationary and a low-Earth-orbit context, and a path forward to a new generation of high-performance all-weather sounding is discussed.
引用
收藏
页码:128 / 142
页数:15
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