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Recent Book “Inverse Modeling” … Roland in German TV News “heute”, 7pm, August 23, 2018
Data Assimilation and Inverse Problems
Our Division for Data Assimilation (FE12) of the German Weather Service (DWD), a part of the German Ministery of Transport and Digital Infrastructure (BMVI), is working on data assimilation for numerical weather prediction (NWP). Our main task is to provide
- operational data assimilation for the global ICON NWP-model (13km resolution, 90 layers 75km height), run every 3 hours 24/7,
- with its mesoscale two-way-nesting area over Europe (6.5km resolution) and the
- high-resolution convection-permitting COSMO model over central Europe (2.8/2.2km resolution, 24km height) every hour 24/7.
This includes ensemble data assimilation for the ensemble prediction systems ICON-EPS (40/20km resolution) as well as COSMO-DE-EPS (2.8/2.2km resolution) and a mean (best) state estimator for the deterministic runs (13/6.5km and 2.8/2.2km). A core goal is to replace COSMO by the ICON-LAM model with 2/1km resolution over central Europe operationally in about 2020/21. We run a hybrid ensemble-variational data assimilation scheme (EnVar) globally and a Local Ensemble Transform Kalman Filter (4D-LETKF) for our reginal data assimilation.
Data Assimilation includes the use of a broad varity of both direct and remote sensing measurements from
- Ground Stations and Ships (SYNOP),
- Radio Sondes (TEMP) and dropsondes,
- Buoys,
- Air Planes (AMDAR, AIREP, ACAR, …),
- Atmospheric Motion Vectors (AMV),
- Scatterometers (SCAT),
- Infrared Sounders (IR),
- Microwave Sounders (MW) and Microwave Radiometers (MWR),
- LIDAR including Clound Bottom Height (CBH), Cloud Top Height (CTH), Backscatter Profiles, Line-of-Sight Winds (AEOLUS), Ceilometers,
- RADAR including RADAR Radial Winds, RADAR Reflectivity and RADAR Dual Polarization,
- GPS/GNSS including Radio Occultations (RO), Zenith Total Delay (ZTD), Slant Total Delay (STD),
- Cameras,
- Cars.
Geostationary satellites and polar orbiting satellites are used operationally, while a lot of research is going into the better use of hyperspectral observations (many thousand frequencies per observed atmospheric column) in particular over land and in cloudy situations. The observation and reconstruction of snow, ice, sea surface temperature, land surface temperature, coverage, emissivity and soil moisture is a very active area of research. Also, the observation and data assimilation of clouds and convective processes with high-impact phenomena such as thunderstorms, heavy rain and wind gusts with lead times from minutes to days is a special focus of our research.
The research of our group at the University of Reading, UK, is concerned with inverse problems and data assimilation in three areas:
- numerical weather prediction (NWP),
- cognitive neuroscience / neural field theory (NFT),
- inverse scattering problems / remote sensing.
These are extremely exciting areas scientifically and very important for society, for example for air traffic control, severe weather warnings and national energy supply, in medicine by medical imaging and for many industrial and environmental questions.
Workshop and Seminar News
2018
- Nov 21-23, 2018, Offenbach, Germany: IAFE Innovation in Applied Research Conference at DWD
- Nov 14-16, 2018, Tokyo, Japan: 5th International Workshop on Non-hydrostatic models Web, Invited Talk.
- Nov 13, 2018, Kobe, Japan: Riken Institute
- Oct 22-27, 2018, Sapporo, Japan: Visit of the University of Hokkaido, Prof. Gen Nakamura
- Oct 8-13, 2018, Berlin: Hans-Ertel Zentrum (HErZ) Symposium 2018 Web - has been cancelled -
- Sept 10-13, 2018 Reading, UK: ECMWF Data Assimilation Seminar, Talk on Invitation WebProgramme PDF
- Sept 3-7, 2018, St. Petersburg, Russia: COSMO General Meeting
[Reduced Participation due to No-Government in Germany currently]
- August 22, 2018: Aeolus Launch, European Space Agency (ESA), Darmstadt/Korou, Interviews: Deutschland Radio ZDF Interview
- July 18-20, 2018: Visit and Seminar talk of Prof. Craig Bishop, Melbourne, at DWD and our group
- June 25-28, 2018: Visit and Seminar talk of Prof. Matthias Morzfeld, Arizona, at DWD and our group
- June 4+5, 2018, Edinburgh, UK: Prediction and Data Assimilation for Non-Local Diffucion. From Crack propagation to random graphs and artic sea ice. Invited Talk. PDF
- May 14-20, 2018, Visit of Prof. Gen Nakamura, Sapporo, Japan, at DWD and our group
- May 7-9, 2018, London, UK: Workshop on Particle Filter Methods at Imperial College, Invited Talk Web
- April 27-28, 2018, Nanjing, China: NUIST Conference on Meteorology and Weather Prediction, Invited Speaker Symposium Handbook
- March 19-23, 2018, Munich, Germany: GAMM Meeting with a Mini-Symposium on Uncertainty Quantification, Invited Talk.
- March 5-9, 2018, Munich, Germany: International Symposium on Data Assimilation 2018, Co-Organizer
- Feb 26-28, 2018, DWD, Germany: COSMO User Seminar ICCARUS Web
- Feb 9, 2018, Kobe Japan: RIKEN Data Assimilation Seminar Talk Web
- Feb 7-8, 2018, Kobe, Japan: 8th AICS International Symposium, Keynote Talk Web
- Jan 23-24, 2018, Reading, UK: NWP-SAF Steering Committee Meeting at ECMWF https://www.nwpsaf.eu/site/
For more news see IP News and
IP Events!
Other News News RP 2017, News RP 2016.
Group
My group consists of more than 35 researchers on data assimilation and inverse problems in Frankfurt/Offenbach and Reading (UK) with further PhD studentships in partnerships, see group.