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Adding Static B and Hybrid option (#247)
## Description >This PR adds the Static B which is generated from the global Static B and the capability of Hybrid DA.
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| ../.agent/B_static/L55_20241204 |
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rrfs-test/testinput_expr/rrfs_mpasjedi_2024052700_Hybrid.yaml
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| _member: &memberConfig | ||
| date: &analysisDate '2024-05-27T00:00:00Z' | ||
| state variables: &incvars [spechum,surface_pressure,temperature,uReconstructMeridional,uReconstructZonal] | ||
| stream name: ensemble | ||
|
|
||
| output: | ||
| filename: ./ana.$Y-$M-$D_$h.$m.$s.nc | ||
| stream name: analysis | ||
| variational: | ||
| minimizer: | ||
| algorithm: DRPCG | ||
| iterations: | ||
| - geometry: | ||
| nml_file: ./namelist.atmosphere | ||
| streams_file: ./streams.atmosphere | ||
| deallocate non-da fields: true | ||
| interpolation type: unstructured | ||
| gradient norm reduction: 1e-3 | ||
| ninner: 50 | ||
| - geometry: | ||
| nml_file: ./namelist.atmosphere | ||
| streams_file: ./streams.atmosphere | ||
| deallocate non-da fields: true | ||
| interpolation type: unstructured | ||
| gradient norm reduction: 1e-3 | ||
| ninner: 50 | ||
| cost function: | ||
| cost type: 3D-Var | ||
| time window: | ||
| begin: '2024-05-26T21:00:00Z' | ||
| length: PT6H | ||
| jb evaluation: false | ||
| geometry: | ||
| nml_file: ./namelist.atmosphere | ||
| streams_file: ./streams.atmosphere | ||
| deallocate non-da fields: true | ||
| interpolation type: unstructured | ||
| analysis variables: *incvars | ||
| background: | ||
| state variables: [spechum,surface_pressure,temperature,uReconstructMeridional,uReconstructZonal,theta,rho,u,qv,pressure,landmask,xice,snowc,skintemp,ivgtyp,isltyp,snowh,vegfra,u10,v10,lai,smois,tslb,pressure_p,qc,qi,qg,qr,qs,cldfrac] | ||
| filename: data/mpasout.2024-05-27_00.00.00.nc | ||
| date: *analysisDate | ||
| background error: | ||
| covariance model: hybrid | ||
| components: | ||
| - covariance: | ||
| covariance model: SABER | ||
| saber central block: | ||
| saber block name: BUMP_NICAS | ||
| active variables: &ctlvars [stream_function,velocity_potential,temperature,spechum,surface_pressure] | ||
| read: | ||
| io: | ||
| data directory: data/B_static/nicas | ||
| files prefix: mpas | ||
| drivers: | ||
| multivariate strategy: univariate | ||
| read local nicas: true | ||
| saber outer blocks: | ||
| - saber block name: StdDev | ||
| read: | ||
| model file: | ||
| filename: data/B_static/stddev/conus12km.mpas.stddev.nc | ||
| date: *analysisDate | ||
| stream name: control | ||
| - saber block name: BUMP_VerticalBalance | ||
| read: | ||
| io: | ||
| data directory: data/B_static/vbal | ||
| files prefix: mpas_vbal | ||
| drivers: | ||
| read local sampling: true | ||
| read vertical balance: true | ||
| vertical balance: | ||
| vbal: | ||
| - balanced variable: velocity_potential | ||
| unbalanced variable: stream_function | ||
| diagonal regression: true | ||
| - balanced variable: temperature | ||
| unbalanced variable: stream_function | ||
| - balanced variable: surface_pressure | ||
| unbalanced variable: stream_function | ||
| linear variable change: | ||
| linear variable change name: Control2Analysis | ||
| input variables: *ctlvars | ||
| output variables: *incvars | ||
| weight: | ||
| value: 0.15 | ||
| - covariance: | ||
| covariance model: ensemble | ||
| localization: | ||
| localization method: SABER | ||
| saber central block: | ||
| saber block name: BUMP_NICAS | ||
| active variables: *incvars | ||
| read: | ||
| io: | ||
| data directory: data/bumploc/conus12km-401km11levels | ||
| files prefix: bumploc_401km11levels | ||
| drivers: | ||
| multivariate strategy: duplicated | ||
| read local nicas: true | ||
| model: | ||
| level for 2d variables: last | ||
| members from template: | ||
| template: | ||
| <<: *memberConfig | ||
| filename: ./data/ens/mem%iMember%/mpasout.2024-05-27_00.00.00.nc | ||
| pattern: "%iMember%" | ||
| start: 1 | ||
| zero padding: 3 | ||
| nmembers: 30 | ||
| weight: | ||
| value: 0.85 | ||
| observations: | ||
| observers: | ||
| - obs space: | ||
| name: sonde | ||
| obsdatain: | ||
| engine: | ||
| type: H5File | ||
| obsfile: data/obs/rap.t00z.singleobs.ADPUPA.tm00.nc4 | ||
| obsdataout: | ||
| engine: | ||
| type: H5File | ||
| obsfile: ./jdiag_adpupa.nc4 | ||
| simulated variables: [airTemperature] | ||
| observed variables: [airTemperature] | ||
| obs operator: | ||
| name: VertInterp | ||
| obs error: | ||
| covariance model: diagonal | ||
| obs filters: | ||
| - filter: Perform Action | ||
| filter variables: | ||
| - name: airTemperature | ||
| action: | ||
| name: assign error | ||
| error parameter: 1.2 # K | ||
| defer to post: true |