Ackerman, S. A., K. I. Strabala, W. P. Menzel, et al., 1998:Discriminating clear-sky from clouds with MODIS. J. Geophys. Res., 103, 32141-32157. Bauer, P., P. Lopez, A. Benedetti, et al., 2006a:Implementation of 1D+4D-Var assimilation of precipitation-affected microwave radiances at ECMWF. I:1D-Var. Quart. J. Roy. Meteor. Soc., 132, 2277-2306.
|
Bauer, P., P. Lopez, D. Salmond, et al., 2006b:Implementation of 1D+4D-Var assimilation of precipitation-affected microwave radiances at ECMWF. II:4D-Var. Quart. J. Roy. Meteor. Soc., 132, 2307-2332.
|
Bauer, P., E. Moreau, F. Chevallier, et al., 2006c:Multiple-scattering microwave radiative transfer for data assimilation applications. Quart. J. Roy. Me-teor. Soc., 132, 1259-1281.
|
Bauer, P., A. J. Geer, P. Lopez, et al., 2010:Direct 4D-Var assimilation of all-sky radiances. Part I:Implementation. Quart. J. Roy. Meteor. Soc., 136, 1868-1885.
|
Bauer, P., T. Aulign, W. Bell, et al., 2011a:Satellite cloud and precipitation assimilation at operational NWP centres. Quart. J. Roy. Meteor. Soc., 137, 1934-1951.
|
Bauer, P., G. Ohring, C. Kummerow, et al., 2011b:As-similating satellite observations of clouds and pre-cipitation into NWP models. Bull. Amer. Meteor. Soc., 92, ES25-ES28.
|
Benjamin, S. G., D. Devenyi, S. S. Weygandt, et al., 2004a:An hourly assimilation-forecast cycle:The RUC. Mon. Wea. Rev., 132, 495-518.
|
Benjamin, S. G., J. M. Brown, S. S. Weygandt, et al., 2004b:Assimilation of surface cloud, visibility, and current weather observations in the RUC. Preprints for 16th Conference on Numerical Weather Predic-tion, Seattle, Amer. Meteor. Soc., Boston, MA, p1.47.
|
Bjerknes, V., 1911:Dynamic Meteorology and Hydrogra-phy. Part II:Kinematics Carnegie Institute. Gibson Bros, New York, USA, 4-6.
|
Bormann, N., A. Fouilloux, and W. Bell, 2013:Evalua-tion and assimilation of ATMS data in the ECMWF system. J. Geophys. Res., 118, 12970-12980. Cardinali, C., 2009:Monitoring the observation impact on the short-range forecast. Quart. J. Roy. Meteor. Soc., 135, 239-250.
|
Chen, Y. D., H. L. Wang, J. Z. Min, et al., 2015:Vari-ational assimilation of cloud liquid/ice water path and its impact on NWP. J. Appl. Meteor. Climatol., 54, 1809-1825.
|
Cucurull, L., R. A. Anthes, and L.-L. Tsao, 2014:Ra-dio occultation observations as anchor observations in numerical weather prediction models and associ-ated reduction of bias corrections in microwave and infrared satellite observations. J. Atmos. Oceanic Technol., 31, 20-32.
|
Daley, R., 1991:Atmospheric Data Analysis. Cambridge University Press, Cambridge, UK.
|
Errico, R. M., P. Bauer, and J.-F. Mahfouf, 2007:Issues regarding the assimilation of cloud and precipitation data. J. Atmos. Sci., 64, 3785-3798.
|
Evensen, G., 1994:Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. J. Geo-phys. Res., 99, 10143-10162.
|
Eyre, J. R., and W. P. Menzel, 1989:Retrieval of cloud parameters from satellite sounder data:A simula-tion study. J. Appl. Meteor., 28, 267-275.
|
Garand, L., M. Buehner, S. Heilliette, et al., 2013:Satel-lite radiance assimilation impact in new Canadian ensemble-variational syste. Proceedings of the 2013 EUMETSAT Meteorological Satellite Conference, 16-20 September, 2013, Vienna, Austria, 1-7.
|
Geer, A. J., P. Bauer, and P. Lopez, 2008:Lessons learnt from the operational 1D+4D-Var assimila-tion of rain-and cloud-affected SSM/I observations at ECMWF. Quart. J. Roy. Meteor. Soc., 134, 1513-1525.
|
Geer, A. J., P. Bauer, and P. Lopez, 2010:Direct 4D-Var assimilation of all-sky radiances. Part II:Assess-ment. Quart. J. Roy. Meteor. Soc., 136, 1886-1905.
|
Geer, A. J., and P. Bauer, 2011:Observation errors in all-sky data assimilation. Quart. J. Roy. Meteor. Soc., 137, 2024-2037.
|
Han, H., J. Li, M. Goldberg, et al., 2015:Microwave sounder cloud detection using a collocated high res-olution imager and its impact on radiance assimila-tion in tropical cyclone forecasts. Mon. Wea. Rev., in press.
|
Heilliette, S., and L. Garand, 2007:A practical approach for the assimilation of cloudy infrared radiances and its evaluation using airs simulated observations. Atmos.-Ocean, 45, 211-225.
|
Huang, H.-L., and W. L. Smith, 2004:Apperception of clouds in AIRS data. Proc. ECMWF Workshop on Assimilation of High Spectral Resolution Sounder in NWP, June 28-July 1, 2004, 155-169.
|
Jones, T. A., and D. J. Stensrud, 2015:Assimilating cloud water path as a function of model cloud mi-crophysics in an idealized simulation. Mon. Wea. Rev., 143, 2052-2081.
|
Joo, S., J. Eyre, and R. Marriott, 2013:The impact of MetOp and other satellite data within the Met office global NWP system using an adjoint-based sensitiv-ity method. Mon. Wea. Rev., 141, 3331-3342.
|
Kalnay, E., 2003:Atmospheric Modeling, Data Assimila-tion and Predictability. Cambridge University Press, Cambridge, UK. 51-72.
|
Le Marshall, J., J. Jung, J. Derber, et al., 2005:AIRS hyperspectral data improves Southern Hemisphere forecasts. Aust. Meteor. Mag., 54, 57-60.
|
Le Marshall, J., J. Jung, J. Derber, et al., 2006:Improv-ing global analysis and forecasting with AIRS. Bull. Amer. Meteor. Soc., 87, 891-894.
|
Li, J., and H.-L. Huang, 1999:Retrieval of atmospheric profiles from satellite sounder measurements by use of the discrepancy principle. Appl. Opt., 38, 916-923.
|
Li, J., W. Wolf, W. P. Menzel, et al., 2000:Global sound-ings of the atmosphere from ATOVS measurements:The algorithm and validation. J. Appl. Meteor., 39, 1248-1268.
|
Li, J., J. L. Li, E. Weize, et al., 2007:Physical retrieval of surface emissivity spectrum from hyperspectral infrared radiances. Geophys. Res. Lett., 34, L16812.
|
Li, J., and J. L. Li, 2008:Derivation of global hyper-spectral resolution surface emissivity spectra from advanced infrared sounder radiance measurements. Geophys. Res. Lett., 35, L15807.
|
Li, J., C. Y. Liu, H.-L. Huang, et al., 2005:Optimal cloud-clearing for AIRS radiances using MODIS. IEEE Trans. Geosci. Remote Sens., 43, 1266-1278.
|
Li, J., and H. Liu, 2009:Improved hurricane track and intensity forecast using single field-of-view advanced IR sounding measurements. Geophys. Res. Lett., 36, L11813.
|
Li, J., W. P. Menzel, and A. J. Schreiner, 2001:Vari-ational retrieval of cloud parameters from GOES sounder longwave cloudy radiance measurements. J. Appl. Meteor., 40, 312-330.
|
Li, J., W. P. Menzel, F. Y. Sun, et al., 2004:AIRS subpixel cloud characterization using MODIS cloud products. J. Appl. Meteor., 43, 1083-1094.
|
Liu, H., and J. Li, 2010:An improvement in forecast-ing rapid intensification of Typhoon Sinlaku (2008) using clear-sky full spatial resolution advanced IR soundings. J. Appl. Meteor. Climatol., 49, 821-287.
|
Macpherson, B., B. J. Wright, W. H. Hand, et al., 1996:The impact of MOPS moisture data in the UK Me-teorological Office data assimilation scheme. Mon. Wea. Rev., 124, 1746-1766.
|
McNally, A. P., 2002:A note on the occurrence of cloud in meteorologically sensitive areas and the impli-cations for advanced infrared sounders. Quart. J. Roy. Meteor. Soc., 128, 2551-2556.
|
McNally, A. P., 2009:The direct assimilation of cloud-affected satellite infrared radiances in the ECMWF 4D-Var. Quart. J. Roy. Meteor. Soc., 135, 1214-1229.
|
McNally, A. P., and P. D. Watts, 2003:A cloud detec-tion algorithm for high-spectral-resolution infrared sounders. Quart. J. Roy. Meteor. Soc., 129, 3411-3423.
|
McNally, T., M. Bonavita, and J.-N. Thpaut, 2014:The role of satellite data in the forecasting of Hurricane Sandy. Mon. Wea. Rev., 142, 634-646.
|
Moreau, E., P. Lopez, P. Bauer, et al., 2004:Variational retrieval of temperature and humidity profiles using rain rates versus microwave brightness tempera-tures. Quart. J. Roy. Meteor. Soc., 130, 827-852.
|
Okamoto, K., and J. C. Derber, 2006:Assimilation of SSM/I radiances in the NCEP global data assimila-tion system. Mon. Wea. Rev., 134, 2612-2631.
|
Otkin, J. A., 2010:Clear and cloudy sky infrared bright-ness temperature assimilation using an ensemble Kalman filter. J. Geophys. Res., 115, D19207.
|
Pangaud, T., N. Fourrie, V. Guidard, et al., 2009:As-similation of AIRS radiances affected by mid-to low-level clouds. Mon. Wea. Rev., 137, 4276-4292.
|
Pavelin, E. G., S. J. English, and J. R. Eyre, 2008:The assimilation of cloud-affected infrared satellite radi-ances for numerical weather prediction. Quart. J. Roy. Meteor. Soc., 134, 737-749.
|
Qin, Z. K., X. L. Zou, and F. Z. Weng, 2013:Evalu-ating added benefits of assimilating GOES Imager radiance data in GSI for coastal QPFs. Mon. Wea. Rev., 141, 75-92.
|
Reale, O., J. Susskind, R. Rosenberg, et al., 2008:Im-proving forecast skill by assimilation of quality con-trolled AIRS temperature retrievals under partially cloudy conditions. Geophys. Res. Lett., 35, L08809.
|
Renshaw, R., and P. N. Francis, 2011:Variational as-similation of cloud fraction in the operational Met Office Unified Model. Quart. J. Roy. Meteor. Soc., 137, 1963-1974.
|
Smith, W. L., 1968:An improved method for calculating tropospheric temperature and moisture from satel-lite radiometer measurements. Mon. Wea. Rev., 96, 387-396.
|
Smith, W. L., D. K. Zhou, H.-L. Huang, et al., 2004:Extraction of profile information from cloud con-taminated radiances. Proc. ECMWF Workshop on Assimilation of High Spectral Resolution Sounder in NWP, June 28-July 1, 2004, 145-154.
|
Susskind, J., C. D. Barnet, and J. M. Blaisdell, 2003:Re-trieval of atmospheric and surface parameters from AIRS/AMSU/HSB under cloudy conditions. IEEE Trans. Geosci. Remote Sens., 41, 390-409.
|
Vidot, J., 2015:Overview of the status of radiative trans-fer models for satellite data assimilation. Seminar on Use of Satellite Observations in Numerical Weather Prediction, 8-12 Sept. 2014, Shinfield Park, Read-ing, 1-14.
|
Wang, P., J. Li, J. L. Li, et al., 2014:Advanced infrared sounder subpixel cloud detection with imagers and its impact on radiance assimilation in NWP. Geo-phys. Res. Lett., 41, 1773-1780.
|
Wang, P., J. Li, M. D. Goldberg, et al., 2015:Assimila-tion of thermodynamic information from advanced infrared sounders under partially cloudy skies for regional NWP. J. Geophys. Res., 120, 5469-5484.
|
Wei, H. L., P. Yang, J. Li, et al., 2004:Retrieval of semitransparent ice cloud optical thickness from At-mospheric Infrared Sounder (AIRS) measurements. IEEE Trans. Geosci. Remote Sensing, 42, 2254-2267.
|
Wylie, D. P., W. P. Menzel, H. M. Woolf, et al., 1994:Four years of global cirrus cloud statistics using HIRS. J. Climate, 7, 1972-1986.
|
Zavodsky, B. T., S. H. Chou, G. Jedlovec, et al., 2007:The impact of atmospheric infrared sounder (AIRS) profiles on short-term weather forecasts. Proc. SPIE 6565, Algorithms and Technologies for Multispec-tral, Hyperspectral, and Ultraspectral Imagery XIII, 7 May, 2007, 656561J.
|
Zhang, M., M. Zupanski, M.-J. Kim, et al., 2013:Assim-ilating AMSU-A radiances in the TC core area with NOAA Operational HWRF (2011) and a hybrid data assimilation system:Danielle (2010). Mon. Wea. Rev., 141, 3889-3907.
|
Zheng, J., J. Li, T. J. Schmit, et al., 2015:The impact of AIRS atmospheric temperature and moisture pro-files on hurricane forecasts:Ike (2008) and Irene (2011). Adv. Atmos. Sci., 32, 319-335.
|
Zhu, Y., E. H. Liu, A. Collard, et al., 2015:As-similation of all-sky microwave radiances in the NCEP's global forecast system. American Me-teorological Society 2015, Phoenix, Arizona, 6 January, 2015.[Available online at https://ams.confex.com/ams/95Annual/webprogram/Paper 268340.html].
|
Zou, X. L., Z. K. Qin, and F. Z. Weng, 2013:Improved quantitative precipitation forecasts by MHS radi-ance data assimilation with a newly added cloud detection algorithm. Mon. Wea. Rev., 141, 3203-3221.
|