Dr_SFC AI bias-correction results

Run: slurm_%j. Generated from real NetCDF inputs; 288 distributed worker shards; 13,824 metric records.

Verification summary

VariableSplitMean errorMean correlationMean added value
prtraining0.3478660.7678170.693235
prvalidation0.5104910.4582970.464397
t2training0.4167130.984420.732522
t2validation0.9006960.9516110.433292

NetCDF products

RegCM_pr_bc_LT1.nc
119.5 MiB
RegCM_pr_bc_LT2.nc
119.5 MiB
RegCM_pr_bc_LT3.nc
119.5 MiB
RegCM_pr_bc_LT4.nc
119.5 MiB
RegCM_pr_bc_LT5.nc
119.5 MiB
RegCM_pr_bc_LT6.nc
119.5 MiB
RegCM_t2_bc_LT1.nc
119.5 MiB
RegCM_t2_bc_LT2.nc
119.5 MiB
RegCM_t2_bc_LT3.nc
119.5 MiB
RegCM_t2_bc_LT4.nc
119.5 MiB
RegCM_t2_bc_LT5.nc
119.5 MiB
RegCM_t2_bc_LT6.nc
119.5 MiB
clWRF_pr_bc_LT1.nc
119.5 MiB
clWRF_pr_bc_LT2.nc
119.5 MiB
clWRF_pr_bc_LT3.nc
119.5 MiB
clWRF_pr_bc_LT4.nc
119.5 MiB
clWRF_pr_bc_LT5.nc
119.5 MiB
clWRF_pr_bc_LT6.nc
119.5 MiB
clWRF_t2_bc_LT1.nc
119.5 MiB
clWRF_t2_bc_LT2.nc
119.5 MiB
clWRF_t2_bc_LT3.nc
119.5 MiB
clWRF_t2_bc_LT4.nc
119.5 MiB
clWRF_t2_bc_LT5.nc
119.5 MiB
clWRF_t2_bc_LT6.nc
119.5 MiB
pr_bc_ens_LT1.nc
5.0 MiB
pr_bc_ens_LT2.nc
5.0 MiB
pr_bc_ens_LT3.nc
5.0 MiB
pr_bc_ens_LT4.nc
5.0 MiB
pr_bc_ens_LT5.nc
5.0 MiB
pr_bc_ens_LT6.nc
5.0 MiB
t2_bc_ens_LT1.nc
5.0 MiB
t2_bc_ens_LT2.nc
5.0 MiB
t2_bc_ens_LT3.nc
5.0 MiB
t2_bc_ens_LT4.nc
5.0 MiB
t2_bc_ens_LT5.nc
5.0 MiB
t2_bc_ens_LT6.nc
5.0 MiB

Metrics

Download complete member_metrics.csv

added_valuecorrerrorleadmembermonthnrcmsplitvar
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0.163302704754629820.66968755713388330.5906900068896081Ridge1_SP2_regional14850RegCMvalidationpr
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0.167264022928543920.6672870258389550.58789340282175931Ridge2_SP1_regional14850RegCMvalidationpr
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0.51498475872187390.51630028455141430.52761143463554991Ridge2_SP1_regional24850RegCMvalidationpr
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0.68712171673164220.67743667211898120.54968702847399841Ridge2_SP2_regional214065RegCMtrainingpr
0.47383994559561760.57115593298009320.57236976805234921Ridge2_SP2_regional24850RegCMvalidationpr
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0.45891680077906530.51680925086917420.58860352974855161Ridge2_SP3_regional24850RegCMvalidationpr
0.67013090867647220.64087572502819210.57953769977548931ANN1_SP1_national214065RegCMtrainingpr
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0.384927279532492340.406910179985888350.66909113947815211ANN2_SP3_regional24850RegCMvalidationpr
0.66851290890219960.39249530489236550.65195818581291921Ridge1_SP1_national314065RegCMtrainingpr
0.5202723415812680.51069687488995130.51700978290836461Ridge1_SP1_national34850RegCMvalidationpr
0.69648833365615490.52483667826232340.59693701708646231Ridge1_SP1_regional314065RegCMtrainingpr
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0.67572070668679130.4288744992821560.63778212015743261Ridge1_SP2_national314065RegCMtrainingpr
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0.7070400752478720.56540816477833540.57618418993255951Ridge1_SP2_regional314065RegCMtrainingpr
0.46989886259345980.336740939867326450.57129804621523771Ridge1_SP2_regional34850RegCMvalidationpr
0.68436930113401720.46622148073392050.62077234180687361Ridge1_SP3_national314065RegCMtrainingpr
0.48702966095590630.46937047187283460.55283592466150241Ridge1_SP3_national34850RegCMvalidationpr
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Monthly ensemble maps

pr_bc_ens_LT1_monthly_maps

pr_bc_ens_LT2_monthly_maps

pr_bc_ens_LT3_monthly_maps

pr_bc_ens_LT4_monthly_maps

pr_bc_ens_LT5_monthly_maps

pr_bc_ens_LT6_monthly_maps

t2_bc_ens_LT1_monthly_maps

t2_bc_ens_LT2_monthly_maps

t2_bc_ens_LT3_monthly_maps

t2_bc_ens_LT4_monthly_maps

t2_bc_ens_LT5_monthly_maps

t2_bc_ens_LT6_monthly_maps