Title :
Hyperspectral Microwave Atmospheric Sounding
Author :
Blackwell, William J. ; Bickmeier, Laura J. ; Leslie, R. Vincent ; Pieper, Michael L. ; Samra, Jenna E. ; Surussavadee, Chinnawat ; Upham, Carolyn A.
Author_Institution :
Lincoln Lab., Massachusetts Inst. of Technol., Lexington, MA, USA
Abstract :
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.
Keywords :
atmospheric humidity; atmospheric measuring apparatus; atmospheric precipitation; atmospheric temperature; microwave measurement; remote sensing; atmospheric moisture; atmospheric precipitation; atmospheric temperature; clear atmospheres; cloudy atmospheres; frequency 118.75 GHz; frequency 183.31 GHz; frequency 50 GHz to 60 GHz; hyperspectral microwave atmospheric sounding; microwave remote sensing; moisture profiling accuracy; temperature profiling accuracy; Atmosphere; Atmospheric modeling; Clouds; Hyperspectral imaging; Hyperspectral sensors; Marine technology; Microwave antenna arrays; Microwave devices; Microwave technology; Microwave theory and techniques; Moisture; Ocean temperature; Remote sensing; Advanced Microwave Sounding Unit (AMSU); Advanced Technology Microwave Sounder (ATMS); Geostationary Millimeter-wave Array Spectrometer (GeoMAS); Geostationary Operational Environmental Satellite; Hyperspectral Microwave Array Spectrometer (HyMAS); National Polar-orbiting Operational Environmental Satellite System (NPOESS); data assimilation; geostationary; humidity; hyperspectral; infrared; microwave; millimeter wave; moisture; neural network (NN); precipitation; retrieval; sounding; temperature; water vapor;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2010.2052260