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Xiaolei Niu and Rachel T. Pinker

Surface Parameter Retrieval (CASPR) system for polar AVHRR data user’s guide . Space Science and Engineering Center, University of Wisconsin—Madison, 62 pp . Key , J. , and A. J. Schweiger , 1998 : Tools for atmospheric radiative transfer: Streamer and FluxNet . Comput. Geosci. , 24 , 443 – 451 . King , M. D. , Y. J. Kaufman , W. P. Menzel , and D. Tanré , 1992 : Remote sensing of cloud, aerosol, and water properties from the Moderate Resolution Imaging Spectrometer (MODIS

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Lei Shi, Ge Peng, and John J. Bates

nine pairs of satellites from SNO observations. b. Neural network retrieval A neural network approach is used to develop temperature and humidity retrieval algorithms. The training dataset is constructed by using a radiative transfer model, the Radiative Transfer for Television and Infrared Observation Satellite (TIROS) Operational Vertical Sounder version 9 (RTTOV-9), to simulate a diverse sample of reanalysis from the European Centre for Medium-Range Weather Forecasts (ECMWF) system ( Chevallier

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Ivana Cerovečki, Lynne D. Talley, and Matthew R. Mazloff

. Soc. , 88 , 527 – 539 . Zhang , Y.-C. , W. B. Rossow , A. A. Lacis , V. Oinas , and M. I. Mishchenko , 2004 : Calculation of radiative fluxes from the surface to top of atmosphere based on ISCCP and other global data sets: Refinements of the radiative transfer model and the input data . J. Geophys. Res. , 109 , D19105 , doi:10.1029/2003JD004457 .

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