TY - GEN AU - Peter Bauer AU - E. Moreau AU - F. Chevallier AU - U. O'Keeffe AB - A multiple scattering radiative transfer model for microwave radiance data assimilation in global numerical weather prediction models is presented. The model is part of the RTTOV software package and includes forward, tangent-linear, adjoint and Jacobian models. The model is based on the Eddington approximation to radiative transfer which produces mean errors of less than 0.5 K at the targeted microwave frequencies between 10 and 200 GHz. The simplified treatment of sub grid-scale cloud cover may produce biased model calculations that show a maximum at 0.5 cloud cover and may reach several degrees K. These errors may be corrected with a simple bias-correction. Linearity tests indicate that, given a screening procedure that excludes situations in which the model responds non-linearly to input perturbations, channels near 50.3, 19.35, 22.235 and near 183.31 GHz may be used in global radiance data assimilation. BT - ECMWF Technical Memoranda CY - Shinfield Park, Reading DA - 02/2006 DO - 10.21957/6a62hky1e LA - eng M1 - 486 N2 - A multiple scattering radiative transfer model for microwave radiance data assimilation in global numerical weather prediction models is presented. The model is part of the RTTOV software package and includes forward, tangent-linear, adjoint and Jacobian models. The model is based on the Eddington approximation to radiative transfer which produces mean errors of less than 0.5 K at the targeted microwave frequencies between 10 and 200 GHz. The simplified treatment of sub grid-scale cloud cover may produce biased model calculations that show a maximum at 0.5 cloud cover and may reach several degrees K. These errors may be corrected with a simple bias-correction. Linearity tests indicate that, given a screening procedure that excludes situations in which the model responds non-linearly to input perturbations, channels near 50.3, 19.35, 22.235 and near 183.31 GHz may be used in global radiance data assimilation. PB - ECMWF PP - Shinfield Park, Reading PY - 2006 EP - 22 T2 - ECMWF Technical Memoranda TI - Multiple-scattering microwave radiative transfer for data assimilation applications. UR - https://www.ecmwf.int/node/7989 ER -