HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics...

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HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas Hense, Ieda Pscheidt, Christoph Wosnitza, David Willms Meteorologisches Institut, Universität Bonn Susanne Crewell, Stefan Kneifel, Stephanie Redl, Sandra Steinke Institut für Geophysik und Meteorologie, Universität zu Köln Jan Keller Deutscher Wetterdienst http://www.herz.uni-bonn.de/ Evalua&on of the HansErtelCentre for Weather Research 19 November 2012, DWD, Offenbach

Transcript of HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics...

Page 1: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas Hense, Ieda Pscheidt, Christoph Wosnitza, David Willms Meteorologisches Institut, Universität Bonn Susanne Crewell, Stefan Kneifel, Stephanie Redl, Sandra Steinke Institut für Geophysik und Meteorologie, Universität zu Köln Jan Keller Deutscher Wetterdienst http://www.herz.uni-bonn.de/

Evalua&on  of  the  Hans-­‐Ertel-­‐Centre  for  Weather  Research  19  November  2012,  DWD,  Offenbach  

Page 2: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

2 HErZ TB4 – Climate Monitoring and Diagnostics

1)  Research Objectives

2)  Project Status

3)  Scientific Highlights

4)  Establishment of the Branch

5)  Summary and Outlook

Outline

Page 3: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

3 HErZ TB4 – Climate Monitoring and Diagnostics

1)  Research Objectives

2)  Project Status

3)  Scientific Highlights

4)  Establishment of the Branch

5)  Summary and Outlook

Outline

Page 4: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

4 HErZ TB4 – Climate Monitoring and Diagnostics

Funding guideline

è  Perform a retrospective and future-oriented analysis of regional climate for the coupled system of atmosphere, ocean, and land surface

è  Perform process-oriented climate monitoring with optimised monitoring networks including its synergetic use

è  Incorporate satellite data

Topic 4 Climate Monitoring and Diagnostics

Page 5: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

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Objectives

è  Provide a high resolution regional reanalysis for Europe and Germany

è  Develop methods for the assimilation of rain gauge measurements

è  Incorporate satellite and GOP data for verification

è  Provide diagnostics of the energy, water, and momentum cycles

Topic 4 Climate Monitoring and Diagnostics

Page 6: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

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WP1:  Regional  reanalysis

   

WP3:  Satellite  and  GOP  data

   

WP2:  Assimilation  of  precipitation  data

   

WP4:  Reforecasts

WP5:  Verification  and  data  publication

   

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Team and Work Packages

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Page 8: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

8 HErZ TB4 – Climate Monitoring and Diagnostics

1)  Research Objectives

2)  Project Status

3)  Scientific Highlights

4)  Establishment of the Branch

5)  Summary and Outlook

Outline

Page 9: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

Project Status

WP1: Regional reanalysis

WP2: Assimilation of precipitation

WP3: Satellite- and GOP data

WP4: Reforecasts

WP5: Verification and data publication

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2011 2012 2013 2014

Page 10: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

10 HErZ TB4 – Climate Monitoring and Diagnostics

1)  Research Objectives

2)  Project Status

3)  Scientific Highlights

§  Regional reanalysis

§  Assimilation of precipitation

§  Microwave forward operator

§  Verification

4)  Establishment of the Branch

5)  Summary and Outlook

Outline

Page 11: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

WP1 - Regional Reanalysis

è  Provide regional reanalysis data for Germany §  5 years (30 years)

§  Based on the operational NWP system

§  COSMO-EU originally as dynamical downscaling

è  Implementation

§  Technically more complicated

§  Reanalysis ≠ operational analysis §  More effort had to be made to set up the system

§  European domain now as a full reanalysis

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Page 12: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

§  Continuous nudging §  SST analysis (daily) §  Snow analysis (6-hourly)

COSMO-CORDEX (6.2 km)

§  Soil moisture analysis (SMA, daily)

WP1 - Regional Reanalysis

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ERA-Interim (T255)

COSMO-DE (2.8 km)

§  Latent heat nudging (LHN)

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WP1 - Regional Reanalysis

è  Current state §  System is set up and running at ECMWF §  Reanalysis production for over 2 weeks

§  1 year CORDEX reanalysis will be finished by mid-december (milestone)

§  14 month (12 + 2 month spin-up period)

§  Available as of this morning:

§  1 November 2010 - 15 March 2011

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Page 14: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

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WP2 - Assimilation of Precipitation

è  Provide tempo-spatial fields of precipitation §  Radar observations not available before 2005

§  Substitute for radar in LHN

è  Implementation §  Spatial Generalized Linear Model (SGLM)

§  Currently driven by data from rain gauges, IR brightness temperatures

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Page 16: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

WP2 – Assimilation of Precipitation

è  Example §  Probability of precipitation (y/n)

§  Estimated radar precipitation

è  Data used §  Rain gauges

§  Meteosat TB

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3 August 2007 – 02 to 03 UTC

Page 17: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

17 HErZ TB4 – Climate Monitoring and Diagnostics

Regional Reanalysis and Assimilation of Precipitation

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WP3 – Microwave Forward Operator

è  Development of a microwave forward operator §  COSMO output

§  Verification using MW sensors

è  Implementation

§  Passive / Active Microwave TRAnsfer operator (PAMTRA)

§  Simulation of arbitrary MW sensors

§  Available as a verification tool for COSMO data

-  HErZ

-  DWD

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Page 19: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

WP3 – Microwave Forward Operator

è  Example §  CloudSat

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16 June 2007 - 00 UTC

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Verification with the MW Forward Operator PAMTRA

Page 21: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

WP5 – Verification

è  Verification of the regional reanalysis §  Implement tools and develop new methods for verifying reanalyses

§  Use independent observations

§  Compare to global reanalyses

è  Implementation

§  Development and tests performed on test month

§  Verification from different perspectives

§  Effect of LHN on the reanalysis

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Page 22: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

WP5 – Verification

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LHN 1.00 LHN 0.25 LHN 0.00

Page 23: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

23 HErZ TB4 – Climate Monitoring and Diagnostics

Verification of the COSMO-DE reanalysis

Page 24: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

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1)  Research Objectives

2)  Project Status

3)  Scientific Highlights

4)  Establishment of the Branch

§  Teaching

§  Cooperation

§  Visibility

§  External funding

5)  Summary and Outlook

Outline

Page 25: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

Teaching

è  Supervision of theses §  6 PhD students

§  3 Master students (+3 finished)

§  1 Bachelor student

è  Lectures

§  Standard lectures

§  Data assimilation (J. Keller)

§  Joint seminar on research topics in HErZ (TB1, TB4)

è  Training events

§  HErZ Training Event on Verification, Spring 2013 (TB4, TB5)

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Page 26: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

Cooperation

è  Internal §  Project Advisory Board (PAB)

§  6 permanent members from DWD

§  Continuous advise and support

è  External

§  European partners in the FP7-SPACE Call

§  NCAR (GSP, DAReS, RAL), NOAA (NCDC)

§  CMA/CAS (China)

§  …

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Page 27: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

Visibility

è  Publications §  Three journal articles, directly related to HErZ

§  First synthesis of all WP still in preparation (poster)

è  Presentations

§  Conference contributions

§  Public lecture events

è  External funding proposals

§  Especially reanalysis activities on the European domain …

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Page 28: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

External funding proposals

è  FP7-SPACE Call: UERRA Ensemble system of regional re-analyses, 12 European partners ≈ 340,000 € (6)

è  FP7 CORE-CLIMAX Coordination-action for regional reanalyses and their verification ≈ 190.000 € (✓)

è  KLIWAS Coupled atmosphere-ocean-reanalysis for North Sea/Baltic Sea ≈ 385,000 € (6)

è  SFB/TR Initiative – Terrestrial Water and Energy Cycle Regional reanalysis for Africa (✎)

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Page 29: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

29 HErZ TB4 – Climate Monitoring and Diagnostics

1)  Research Objectives

2)  Project Status

3)  Scientific Highlights

4)  Establishment of the Branch

5)  Summary and Outlook

Outline

Page 30: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

Summary and Outlook

è  Scientifically §  Development of a high-resolution regional reanalysis

§  Verification and validation from different perspectives, e.g., PAMTRA

§  Reanalysis ≠ operational analysis

è  Structurally

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Page 31: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

Summary and Outlook

è  Scientifically

è  Structurally

§  Increased impact through an additional CORDEX/EU reanalysis

§  Framework for the participation in international activities on climate monitoring

§  Learnt from global reanalyses

1.  End-to-end programme

2.  Sustained and with long-term perspective

3.  Adequate evaluation of products

4.  Dissemination beyond the research domain

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Hans-Ertel-Centre

Page 32: HErZ TB4 Climate Monitoring and Diagnostics · HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas

HErZ TB4 Climate Monitoring and Diagnostics Retrospective Analysis of Regional Climate Christian Ohlwein, Petra Friederichs, Andreas Hense, Ieda Pscheidt, Christoph Wosnitza, David Willms Meteorologisches Institut, Universität Bonn Susanne Crewell, Stefan Kneifel, Stephanie Redl, Sandra Steinke Institut für Geophysik und Meteorologie, Universität zu Köln Jan Keller Deutscher Wetterdienst http://www.herz.uni-bonn.de/

Evalua&on  of  the  Hans-­‐Ertel-­‐Centre  for  Weather  Research  19  November  2012,  DWD,  Offenbach