Articles | Volume 10, issue 9
https://doi.org/10.5194/amt-10-3385-2017
© 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-10-3385-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Combining ground-based microwave radiometer and the AROME convective scale model through 1DVAR retrievals in complex terrain: an Alpine valley case study
Pauline Martinet
CORRESPONDING AUTHOR
CNRM UMR 3589, Meteo France/CNRS, Toulouse, France
Domenico Cimini
IMAA-CNR, Potenza, Italy
Francesco De Angelis
CETEMPS, University of L'Aquila, L'Aquila, Italy
Guylaine Canut
CNRM UMR 3589, Meteo France/CNRS, Toulouse, France
Vinciane Unger
CNRM UMR 3589, Meteo France/CNRS, Toulouse, France
Remi Guillot
CNRM UMR 3589, Meteo France/CNRS, Toulouse, France
Diane Tzanos
CNRM UMR 3589, Meteo France/CNRS, Toulouse, France
Alexandre Paci
CNRM UMR 3589, Meteo France/CNRS, Toulouse, France
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Cited
35 citations as recorded by crossref.
- High-Resolution Observations of Transport and Exchange Processes in Mountainous Terrain S. Emeis 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.
- The value of assimilating different ground-based profiling networks on the forecasts of bore-generating nocturnal convection H. Chipilski et al.
- Passive ground-based remote sensing of radiation fog H. Guy et al.
- Retrieving atmospheric thermodynamic and hydrometeor profiles using a thermodynamic-constrained Kalman filter 1D-Var framework based on ground-based microwave radiometer Q. Zhang et al.
- Impact of Assimilating Ground-Based Microwave Radiometer Data on the Precipitation Bifurcation Forecast: A Case Study in Beijing Y. Qi et al.
- Assimilation of Ground-Based Microwave Radiometer on Heavy Rainfall Forecast in Beijing Y. Qi et al.
- A dataset of temperature, humidity, and liquid water path retrievals from a network of ground-based microwave radiometers dedicated to fog investigation P. Martinet et al.
- Differential Tropospheric Tomography Using Spaceborne Simultaneous Multiangle D-InSAR: Method, Optimization, and Performance Analysis Y. Li et al.
- Optimal Estimation Retrievals and Their Uncertainties: What Every Atmospheric Scientist Should Know M. Maahn et al.
- Comparison of temperature and wind profiles between ground-based remote sensing observations and numerical weather prediction model in complex Alpine topography: the Meiringen campaign A. Bugnard et al.
- W-band radar observations for fog forecast improvement: an analysis of model and forward operator errors A. Bell et al.
- TP-PROFILE: Monitoring the Thermodynamic Structure of the Troposphere over the Third Pole X. Chen et al.
- Retrieval of Atmospheric Profiles in the New York State Mesonet Using One‐Dimensional Variational Algorithm J. Yang & Q. Min
- Instrument uncertainties of network-suitable ground-based microwave radiometers: overview, quantification, and mitigation strategies T. Böck 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.
- Toward instrument combination for boundary layer classification T. Rieutord et al.
- EUMETNET opens to microwave radiometers for operational thermodynamical profiling in Europe R. Rüfenacht et al.
- Uncertainty of atmospheric microwave absorption model: impact on ground-based radiometer simulations and retrievals D. Cimini et al.
- Synergy of Satellite- and Ground-Based Observations for Continuous Monitoring of Atmospheric Stability, Liquid Water Path, and Integrated Water Vapor: Theoretical Evaluations Using Reanalysis and Neural Networks M. Toporov & U. Löhnert
- An optimal estimation algorithm for the retrieval of fog and low cloud thermodynamic and micro-physical properties A. Bell et al.
- How Can Existing Ground-Based Profiling Instruments Improve European Weather Forecasts? A. Illingworth 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.
- Assimilation of Ground‐Based Microwave Radiometer Temperature Observations Into a Convective‐Scale NWP Model for Fog Forecast Improvement G. Thomas et al.
- A Method for Retrieving Thermodynamic Atmospheric Profiles Using Microwave Radiometers of Meteorological Observation Networks L. Zhu et al.
- Effects of Assimilating Ground-Based Microwave Radiometer and FY-3D MWTS-2/MWHS-2 Data in Precipitation Forecasting B. Wang et al.
- Improving the representation of the atmospheric boundary layer by direct assimilation of ground‐based microwave radiometer observations J. Vural et al.
- Atmospheric stability from numerical weather prediction models and microwave radiometer observations for onshore and offshore wind energy applications D. Cimini et al.
- PyRTlib: an educational Python-based library for non-scattering atmospheric microwave radiative transfer computations S. Larosa et al.
- Temperature and Humidity Profiles Retrieval in a Plain Area from Fengyun-3D/HIRAS Sensor Using a 1D-VAR Assimilation Scheme L. Zhu et al.
- Numerical correction of atmospheric temperature profiles in clear and cloudy days Y. Zhao et al.
- Towards the profiling of the atmospheric boundary layer at European scale—introducing the COST Action PROBE D. Cimini et al.
- One-Dimensional Variational Retrieval of Temperature and Humidity Profiles from the FY4A GIIRS Q. Xue 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.
- Precipitation Phase Classification with X-Band Polarimetric Radar and Machine Learning Using Micro Rain Radar and Disdrometer Data in Grenoble (French Alps) F. Polls et al.
35 citations as recorded by crossref.
- High-Resolution Observations of Transport and Exchange Processes in Mountainous Terrain S. Emeis 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.
- The value of assimilating different ground-based profiling networks on the forecasts of bore-generating nocturnal convection H. Chipilski et al.
- Passive ground-based remote sensing of radiation fog H. Guy et al.
- Retrieving atmospheric thermodynamic and hydrometeor profiles using a thermodynamic-constrained Kalman filter 1D-Var framework based on ground-based microwave radiometer Q. Zhang et al.
- Impact of Assimilating Ground-Based Microwave Radiometer Data on the Precipitation Bifurcation Forecast: A Case Study in Beijing Y. Qi et al.
- Assimilation of Ground-Based Microwave Radiometer on Heavy Rainfall Forecast in Beijing Y. Qi et al.
- A dataset of temperature, humidity, and liquid water path retrievals from a network of ground-based microwave radiometers dedicated to fog investigation P. Martinet et al.
- Differential Tropospheric Tomography Using Spaceborne Simultaneous Multiangle D-InSAR: Method, Optimization, and Performance Analysis Y. Li et al.
- Optimal Estimation Retrievals and Their Uncertainties: What Every Atmospheric Scientist Should Know M. Maahn et al.
- Comparison of temperature and wind profiles between ground-based remote sensing observations and numerical weather prediction model in complex Alpine topography: the Meiringen campaign A. Bugnard et al.
- W-band radar observations for fog forecast improvement: an analysis of model and forward operator errors A. Bell et al.
- TP-PROFILE: Monitoring the Thermodynamic Structure of the Troposphere over the Third Pole X. Chen et al.
- Retrieval of Atmospheric Profiles in the New York State Mesonet Using One‐Dimensional Variational Algorithm J. Yang & Q. Min
- Instrument uncertainties of network-suitable ground-based microwave radiometers: overview, quantification, and mitigation strategies T. Böck 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.
- Toward instrument combination for boundary layer classification T. Rieutord et al.
- EUMETNET opens to microwave radiometers for operational thermodynamical profiling in Europe R. Rüfenacht et al.
- Uncertainty of atmospheric microwave absorption model: impact on ground-based radiometer simulations and retrievals D. Cimini et al.
- Synergy of Satellite- and Ground-Based Observations for Continuous Monitoring of Atmospheric Stability, Liquid Water Path, and Integrated Water Vapor: Theoretical Evaluations Using Reanalysis and Neural Networks M. Toporov & U. Löhnert
- An optimal estimation algorithm for the retrieval of fog and low cloud thermodynamic and micro-physical properties A. Bell et al.
- How Can Existing Ground-Based Profiling Instruments Improve European Weather Forecasts? A. Illingworth 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.
- Assimilation of Ground‐Based Microwave Radiometer Temperature Observations Into a Convective‐Scale NWP Model for Fog Forecast Improvement G. Thomas et al.
- A Method for Retrieving Thermodynamic Atmospheric Profiles Using Microwave Radiometers of Meteorological Observation Networks L. Zhu et al.
- Effects of Assimilating Ground-Based Microwave Radiometer and FY-3D MWTS-2/MWHS-2 Data in Precipitation Forecasting B. Wang et al.
- Improving the representation of the atmospheric boundary layer by direct assimilation of ground‐based microwave radiometer observations J. Vural et al.
- Atmospheric stability from numerical weather prediction models and microwave radiometer observations for onshore and offshore wind energy applications D. Cimini et al.
- PyRTlib: an educational Python-based library for non-scattering atmospheric microwave radiative transfer computations S. Larosa et al.
- Temperature and Humidity Profiles Retrieval in a Plain Area from Fengyun-3D/HIRAS Sensor Using a 1D-VAR Assimilation Scheme L. Zhu et al.
- Numerical correction of atmospheric temperature profiles in clear and cloudy days Y. Zhao et al.
- Towards the profiling of the atmospheric boundary layer at European scale—introducing the COST Action PROBE D. Cimini et al.
- One-Dimensional Variational Retrieval of Temperature and Humidity Profiles from the FY4A GIIRS Q. Xue 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.
- Precipitation Phase Classification with X-Band Polarimetric Radar and Machine Learning Using Micro Rain Radar and Disdrometer Data in Grenoble (French Alps) F. Polls et al.
Saved (final revised paper)
Latest update: 11 May 2026
Short summary
Microwave radiometers have the capability of observing temperature and humidity profiles with a few minute time resolution. This study investigates the potential benefit of this instrument to improve weather forecasts thanks to a better initialization of the model. Our results show that a significant improvement can be expected in the model initialization in the first 3 km with potential impacts on weather forecasts.
Microwave radiometers have the capability of observing temperature and humidity profiles with a...