Articles | Volume 10, issue 10
https://doi.org/10.5194/amt-10-3947-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/amt-10-3947-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
25 Oct 2017
Research article |
| 25 Oct 2017
Long-term observations minus background monitoring of ground-based brightness temperatures from a microwave radiometer network
Francesco De Angelis
CETEMPS, University of L'Aquila, L'Aquila, Italy
Domenico Cimini
National Research Council of Italy, Institute of Methodologies for Environmental Analysis (IMAA-CNR), Potenza, Italy
CETEMPS, University of L'Aquila, L'Aquila, Italy
Ulrich Löhnert
Institute for geophysics and meteorology, University of Cologne,
Cologne, Germany
Olivier Caumont
CNRM UMR 3589, Météo-France/CNRS, Toulouse, France
Alexander Haefele
Federal Office of Meteorology and Climatology MeteoSwiss, Payerne,
Switzerland
Bernhard Pospichal
Institute for geophysics and meteorology, University of Cologne,
Cologne, Germany
Pauline Martinet
CNRM UMR 3589, Météo-France/CNRS, Toulouse, France
Francisco Navas-Guzmán
Institute of Applied Physics (IAP), University of Bern, Bern,
Switzerland
Henk Klein-Baltink
Royal Netherlands Meteorological Institute (KNMI), De Bilt, the Netherlands
Jean-Charles Dupont
Institut Pierre-Simon Laplace (IPSL), Université Versailles Saint
Quentin, Guyancourt, France
James Hocking
Met Office, Exeter, UK
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Cited
25 citations as recorded by crossref.
- Development of a fast radiative transfer model for ground-based microwave radiometers (ARMS-gb v1.0): validation and comparison to RTTOV-gb Y. Shi et al.
- Characteristics Analysis of the Multi-Channel Ground-Based Microwave Radiometer Observations during Various Weather Conditions M. Liu et al.
- Improving solution availability and temporal consistency of an optimal-estimation physical retrieval for ground-based thermodynamic boundary layer profiling B. Adler et al.
- How Can Existing Ground-Based Profiling Instruments Improve European Weather Forecasts? A. Illingworth et al.
- Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements M. Belikovich et al.
- RTTOV-gb v1.0 – updates on sensors, absorption models, uncertainty, and availability D. Cimini et al.
- A Method for Retrieving Thermodynamic Atmospheric Profiles Using Microwave Radiometers of Meteorological Observation Networks L. Zhu et al.
- Speed-dependent broadening of the O2 fine-structure lines M. Koshelev et al.
- Improvement of numerical weather prediction model analysis during fog conditions through the assimilation of ground-based microwave radiometer observations: a 1D-Var study P. Martinet et al.
- Validation of Atmospheric Absorption Models within the 20–60 GHz Band by Simultaneous Radiosonde and Microwave Observations: The Advantage of Using ECS Formalism M. Belikovich et al.
- Improving the representation of the atmospheric boundary layer by direct assimilation of ground‐based microwave radiometer observations J. Vural et al.
- Ground-based temperature and humidity profiling: combining active and passive remote sensors D. Turner & U. Löhnert
- A High-Accuracy and Fast Retrieval Method of Atmospheric Parameters Based on Genetic-BP J. Tian & J. Shi
- Towards the use of conservative thermodynamic variables in data assimilation: a case study using ground-based microwave radiometer measurements P. Marquet et al.
- W-band radar observations for fog forecast improvement: an analysis of model and forward operator errors A. Bell et al.
- Application of Ground-Based Microwave Radiometer in Retrieving Meteorological Characteristics of Tibet Plateau J. Wei et al.
- Direct assimilation of ground-based microwave radiometer observations with machine learning bias correction based on developments of RTTOV-gb v1.0 and WRFDA v4.5 Q. Zheng et al.
- Instrument uncertainties of network-suitable ground-based microwave radiometers: overview, quantification, and mitigation strategies T. Böck et al.
- PyRTlib: an educational Python-based library for non-scattering atmospheric microwave radiative transfer computations S. Larosa et al.
- Application of Ground-Based Microwave Radiometers to Optimize the Estimation Method of Cloud Liquid Water on the Tibetan Plateau Y. Liu et al.
- Towards the profiling of the atmospheric boundary layer at European scale—introducing the COST Action PROBE D. Cimini et al.
- EUMETNET opens to microwave radiometers for operational thermodynamical profiling in Europe R. Rüfenacht et al.
- Feasibility Study of Microwave Radiometer Neural Network Modeling Method Based on Reanalysis Data X. Liu et al.
- On the Applicability of Ground-Based Microwave Radiometers for Urban Boundary Layer Research M. Bartsevich et al.
- Quality Assessment of Ground-Based Microwave Radiometer Temperature Profiles Based on Multi-Source Data 未. 刘
25 citations as recorded by crossref.
- Development of a fast radiative transfer model for ground-based microwave radiometers (ARMS-gb v1.0): validation and comparison to RTTOV-gb Y. Shi et al.
- Characteristics Analysis of the Multi-Channel Ground-Based Microwave Radiometer Observations during Various Weather Conditions M. Liu et al.
- Improving solution availability and temporal consistency of an optimal-estimation physical retrieval for ground-based thermodynamic boundary layer profiling B. Adler et al.
- How Can Existing Ground-Based Profiling Instruments Improve European Weather Forecasts? A. Illingworth et al.
- Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements M. Belikovich et al.
- RTTOV-gb v1.0 – updates on sensors, absorption models, uncertainty, and availability D. Cimini et al.
- A Method for Retrieving Thermodynamic Atmospheric Profiles Using Microwave Radiometers of Meteorological Observation Networks L. Zhu et al.
- Speed-dependent broadening of the O2 fine-structure lines M. Koshelev et al.
- Improvement of numerical weather prediction model analysis during fog conditions through the assimilation of ground-based microwave radiometer observations: a 1D-Var study P. Martinet et al.
- Validation of Atmospheric Absorption Models within the 20–60 GHz Band by Simultaneous Radiosonde and Microwave Observations: The Advantage of Using ECS Formalism M. Belikovich et al.
- Improving the representation of the atmospheric boundary layer by direct assimilation of ground‐based microwave radiometer observations J. Vural et al.
- Ground-based temperature and humidity profiling: combining active and passive remote sensors D. Turner & U. Löhnert
- A High-Accuracy and Fast Retrieval Method of Atmospheric Parameters Based on Genetic-BP J. Tian & J. Shi
- Towards the use of conservative thermodynamic variables in data assimilation: a case study using ground-based microwave radiometer measurements P. Marquet et al.
- W-band radar observations for fog forecast improvement: an analysis of model and forward operator errors A. Bell et al.
- Application of Ground-Based Microwave Radiometer in Retrieving Meteorological Characteristics of Tibet Plateau J. Wei et al.
- Direct assimilation of ground-based microwave radiometer observations with machine learning bias correction based on developments of RTTOV-gb v1.0 and WRFDA v4.5 Q. Zheng et al.
- Instrument uncertainties of network-suitable ground-based microwave radiometers: overview, quantification, and mitigation strategies T. Böck et al.
- PyRTlib: an educational Python-based library for non-scattering atmospheric microwave radiative transfer computations S. Larosa et al.
- Application of Ground-Based Microwave Radiometers to Optimize the Estimation Method of Cloud Liquid Water on the Tibetan Plateau Y. Liu et al.
- Towards the profiling of the atmospheric boundary layer at European scale—introducing the COST Action PROBE D. Cimini et al.
- EUMETNET opens to microwave radiometers for operational thermodynamical profiling in Europe R. Rüfenacht et al.
- Feasibility Study of Microwave Radiometer Neural Network Modeling Method Based on Reanalysis Data X. Liu et al.
- On the Applicability of Ground-Based Microwave Radiometers for Urban Boundary Layer Research M. Bartsevich et al.
- Quality Assessment of Ground-Based Microwave Radiometer Temperature Profiles Based on Multi-Source Data 未. 刘
Saved (final revised paper)
Latest update: 30 Apr 2026
Short summary
Modern data assimilation systems require knowledge of the typical differences between observations and model background (O–B). This work illustrates a 1-year O–B analysis for ground-based microwave radiometer (MWR) observations in clear-sky conditions for a prototype network of six MWRs in Europe. Observations are MWR brightness temperatures (TB). Background profiles extracted from the output of a convective-scale model are used to simulate TB through the radiative transfer model RTTOV-gb.
Modern data assimilation systems require knowledge of the typical differences between...
