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Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio
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Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Dec 13, 2015

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Page 1: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Deutscher Wetterdienst

Consolidation of the software for the generation of External Parameters and

extension with new raw data sets

Hermann Asensio

Page 2: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Task 2: Tools – Software for generating external parameters

• Write software requirements specification;evaluate existing tools (DWD, PEP by CLM-community, fieldextra by

MeteoSwiss) choose a solution

• Consolidate tools to retrieve data from DWD database

• Create/consolidate software to process raw data, as defined in first bullet(interface with raw data, look-up table, aggregation on user defined grid, GRIB and NetCDF output, …)

• Create and deploy a reference system at DWD, accessible through a Web interface (using consolidated look-up tables defined in task 4)

• Write technical documentation

Tasks

Page 3: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Tasks

Task 3: Revision of external parameters

Task 3.1: Document available data

Task 3.2: Consolidate and extend database

Add seasonal climatology of vegetation characteristics. Add parameters for subscale orography. Add parameters for orographic radiation correction. Add parameters for urban fraction. Add parameters for deep soil temperature. Add parameters for FLake. Provide alternative sets of soil types in Europe. Address the feasibility of deriving surface characteristics with known deficiencies (e.g. solar albedo) using alternative data sources or methods.

Page 4: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Overall description of the External Parameter System

externalparametersontarget grid

Orography

Soil data

Land use

Page 5: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

ksh scriptsFortran programs

global icosahedral grid

GME

ksh scriptsFortran programs

limited area domain

COSMO

current status external parameter generation

new library “EXTPAR”external parameter generation

ksh scriptsFortran programs

(Fortran 2003/Fortran 95)

user defined grid

Icon GMECOSMO

Page 6: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Software for the generation of External Parameters (COLBOC Task 2): technical development new software code basis (Fortran 2003 standard) according to the software

requirement specifications, current Version “EXTPAR V1_5”

technical documentation with doxygen as Website(HTML generated with the help of “tags” from comments in the Fortran source code)

user guide available

NetCDF as basic file format for Input/Output

GRIB output with ECMWF “GRIB_API”

Page 7: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Consolidation and extension of database (COLBOC Task 3) : Additional external parameters

external parameter fields for the COSMO model, total 15 fields

planned extensions for the COSMO model, total 30 fields

HH, FR_LAND,SOILTYP, Z0,SSO_STDH, SSO_GAMMA,SSO_THETA, SSO_SIGMA,PLCOV_MN, PLCOV_MX,LAI_MN, LAI_MX,FOREST_D, FOREST_E,ROOTDP

HH, FR_LAND,SOILTYP, Z0,SSO_STDH, SSO_GAMMA,SSO_THETA, SSO_SIGMA,PLCOV_MX,LAI_MX,FOREST_D, FOREST_E,ROOTDP

NDVI, NDVI_MX,NDVI_RATIO, AER_BC,AER_DUST, AER_SO4,AER_SS, T2M_CL, URBAN,RSMIN, EMISS_RAD,FR_LAKE, DEPTH_LK,SLOPE_ASP, SLOPE_ANG,HORIZON, SKYVIEW

Page 8: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Currently used raw data for external parametersGLOBE

DSMWGLC2000, GlobCover2009

Page 9: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

NDVI (SEAWiFS)

climatology of near surface temperature (CRU)

climatology of aerosol optical thickness (I. Tegen)

lake depth database (30’’ gridded global field, Eakterina Kourzeneva: DWD, RSHU, MeteoFrance)

Additional raw datasets

Page 10: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Additional external parameters

Fraction Lake FR_LAKE

Lake Depth DEPTH_LK required for FLake

Page 11: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Additional external parametersNormalized Differential Vegetation Index (NDVI)

Page 12: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Caveats

The external parameters are only as good as the available raw data sets.

GLC2000 land use classes(currently used)

Globcover 2009

GLCC USGS land use / land cover system

Page 13: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

EXTPAR development

Version 1.2 2011-03-25

add point in polygon test for ICON grid search update to support ICON refinement grids

update documentation

add parameter DWD_min_lake_depth for minimal lake depth

introduce simple hight correction for T_CL field bug fix in interpolation routine and handling of undefined GLOBE values

adapt netcdf output to standards of COSMO-CLM

Page 14: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

EXTPAR development

Version 1.3 2011-04-19

introduce Globcover 2009 land use data set for external parameters

change in GRIB output: - add support for GRIB1 and GRIB2

change netcdf output: time as "unlimited" dimension

introduce variables clon, clat, clon_vertices, clat_vertices for ICON grid

bug fix in netcdf output for COSMO grids

additional concistency check for vegetation on ice grid elements (e.g. glaciers)

clean up of code

Page 15: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

EXTPAR development

Version 1.4 2011-04-21

add module with routines and settings for orography smoothing (Anne Roches, MeteoSwiss)

set correct stepType for GRIB1 and GRIB2, and timeRangeIndicator for GRIB1 (Hermann Asensio)

add a manual correction for the lake depth of Lake Constance (ha)

improve netcdf output (roa, ha)

clean up of code (roa, ha)

Page 16: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

EXTPAR development

Version 1.5 2011-08-11

bug fix in the concistency check for FR_LAKE (Hermann Asensio)

remove erroneous simple height correction of T_CL field (Hermann Asensio)

Page 17: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Open topics

Page 18: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

distribution of software (and raw datasets)

Webinterface for standard requests for the generation of external parameters for arbitrary domains (prototype available https://webservice.dwd.de/)

update documentation

Software for the generation of External Parameters (COLBOC Task 2) : open topics

Page 19: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Consolidation and extension of database (COLBOC Task 3) : open topics

smoothing of orography in EXTPAR for parameters for sub-grid scale orography effects (proper scale separation for Z0 / SSO ?)

External parameters for orographic radiation correction

consolidate and extend raw datasets:

Harmonized World Soil Database

MODIS data for surface background albedo

ETOPO1, SRTM or ASTER DEM for orography

Page 20: Deutscher Wetterdienst Consolidation of the software for the generation of External Parameters and extension with new raw data sets Hermann Asensio.

Vielen Dank für die Aufmerksamkeit!