Operational Data Checking

An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.

Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).

The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.

Delayed cut-off 4DVAR at 2022-05-14 00:00

amsua
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0598, expected range: 0.1542 0.2004
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5550, expected range: -0.6617 -0.6229
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5705, expected range: -0.4709 -0.4048
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2264, expected range: -0.1727 -0.1070
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2038, expected range: 0.3147 0.3294
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2445, expected range: -0.1314 -0.1242
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2912, expected range: -0.1608 -0.1526
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.7197, expected range: -0.6370 -0.5961
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
Considerable: stdev_norm_fgdepar=0.6851, expected range: 0.5825 0.6503
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 11 : out of range
Considerable: obs_number=14342.0000, expected range: 15309.7691 17820.3559
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 12 : out of range
Considerable: obs_number=14351.0000, expected range: 15326.7235 17819.7765
atms
NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0186, expected range: -0.0323 -0.0164
NPP ATMS RADIANCES CHANNEL 11 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2874, expected range: -0.2392 -0.1960
NPP ATMS RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4940, expected range: -0.4307 -0.3817
NPP ATMS RADIANCES CHANNEL 13 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4340, expected range: -0.3684 -0.3403
NOAA20 ATMS RADIANCES CHANNEL 21 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0763, expected range: -0.1069 -0.1047
NPP ATMS RADIANCES (7 channels affected) : out of range
Considerable: obs_number=3530.0000, expected range: 2914.0551 3402.9449
Radiosondes
LAND TEMP TEMPERATURE (K) 24726 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.3818, expected range: 0.0000 1.2536
Severe: avg_pge=0.8485, expected range: -0.1320 0.1739
LAND TEMP WIND VECTOR DIFF (M/S) 91413 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.0258, expected range: 0.3602 6.0432
HIGH RESO LAND TEMP Q (G/KG) 81405 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=3.1510, expected range: 0.0000 1.4253
HIGH RESO LAND TEMP Q (G/KG) 74560 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.8455, expected range: 0.0000 1.9108
HIGH RESO LAND TEMP Q (G/KG) 71845 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.2357, expected range: 0.0000 1.3831
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=3.0400, expected range: -0.4376 1.1133
Severe: rms_fgdepar=3.1510, expected range: 0.0000 1.4253
Considerable: obs_number=133.0000, expected range: 168.5704 184.9852
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=1.1857, expected range: 0.0903 0.7010
HIGH RESO LAND TEMP TEMPERATURE (K) 71845 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=8.1518, expected range: 0.0000 2.2690
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72562 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=15.4843, expected range: 0.0000 10.6340
Severe: avg_pge=0.8571, expected range: -1.1843 0.7500
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72235 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=18.2308, expected range: 0.0000 4.6943
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=581.0000, expected range: 654.3412 788.1588
LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=149.0000, expected range: 207.4511 285.0489
amdar
WIGOS AMDAR Q (G/KG) BSTXQVBA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=-7.1771, expected range: -7.3325 0.4631
Severe: rms_fgdepar=7.2833, expected range: 0.0000 8.0859
ADS-C WIND VECTOR DIFF (M/S) 113IG1BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=34.5339, expected range: -0.3800 6.4845
Severe: rms_fgdepar=34.5339, expected range: 0.0000 8.7855
ADS-C WIND VECTOR DIFF (M/S) EDNCOHBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.9182, expected range: 0.6235 5.5418
ADS-C WIND VECTOR DIFF (M/S) ZMOBATBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.2766, expected range: 0.0000 13.0184
ADS-C WIND VECTOR DIFF (M/S) QQKJPLJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0281, expected range: 0.0000 9.9636
ADS-C WIND VECTOR DIFF (M/S) 0JRW4BRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.4543, expected range: 0.0000 8.5911
ADS-C WIND VECTOR DIFF (M/S) JXFEIFRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.0895, expected range: 0.0000 14.7785
ADS-C WIND VECTOR DIFF (M/S) CKEEBURA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.8970, expected range: 0.0000 11.9803
airep
AIREP WIND VECTOR DIFF (M/S) AAL92 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0670, expected range: 0.3917 7.9227
AIREP WIND VECTOR DIFF (M/S) UAL124 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.2988, expected range: 0.0000 6.6961
AIREP WIND VECTOR DIFF (M/S) ANZ124 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=52.4562, expected range: -6.3193 14.5376
Severe: rms_fgdepar=61.1195, expected range: 0.0000 14.4343
AIREP WIND VECTOR DIFF (M/S) ANZ946 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.8048, expected range: 0.0000 8.8633
AIREP WIND VECTOR DIFF (M/S) QFA7 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.9761, expected range: 0.0000 12.2050
Severe: avg_pge=0.8066, expected range: -0.1772 0.2357
AIREP WIND VECTOR DIFF (M/S) UAL989 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.0302, expected range: 0.0000 11.1619
AIREP WIND VECTOR DIFF (M/S) THY38G PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.7064, expected range: 0.0000 13.9664
AIREP WIND VECTOR DIFF (M/S) BAW48Q PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=31.4643, expected range: -2.8018 8.7100
Severe: rms_fgdepar=31.4643, expected range: 0.0000 8.7386
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 06234 PRESSURE LAYER 600-900 : out of range
Severe: avg_fgdepar=21.1919, expected range: -1.4318 6.2776
Severe: rms_fgdepar=21.1931, expected range: 0.0000 6.7854
Severe: avg_pge=0.8924, expected range: -0.3664 0.5992
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
1 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 932.7701
synop
MANUAL LAND SYNOP RH2M (%) 42770 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9996, expected range: -1.2857 0.7500
MANUAL LAND SYNOP RH2M (%) 41697 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9999, expected range: -1.5013 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 35391 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8786, expected range: -0.0662 0.0815
MANUAL LAND SYNOP RH2M (%) 76323 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8825, expected range: -1.0902 0.7500
MANUAL LAND SYNOP RH2M (%) 42674 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9993, expected range: -1.1472 0.7500
MANUAL LAND SYNOP RH2M (%) 41715 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.9904, expected range: -1.4846 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40080 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=520.0005, expected range: -256.9186 149.3015
Severe: rms_fgdepar=520.0142, expected range: 0.0000 152.0279
Severe: avg_pge=0.8688, expected range: -0.6688 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42181 : out of range
Severe: rms_fgdepar=552.6898, expected range: 0.0000 176.3542
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42577 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8055, expected range: -1.4518 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41718 : out of range
Severe: rms_fgdepar=644.5520, expected range: 0.0000 220.3120
BUFR LAND SYNOP RH2M (%) 72520 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9492, expected range: -1.4993 0.7500
BUFR LAND SYNOP RH2M (%) 68541 : out of range
Severe: avg_pge=0.8770, expected range: -0.5769 0.7500
BUFR LAND SYNOP RH2M (%) 72532 : out of range
Severe: rms_fgdepar=43.1195, expected range: 0.0000 27.0308
Severe: avg_pge=0.9976, expected range: -0.0345 0.0455
BUFR LAND SYNOP RH2M (%) 72543 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-52.2590, expected range: -47.1795 24.5950
Severe: rms_fgdepar=52.2590, expected range: 0.0000 47.1795
BUFR LAND SYNOP RH2M (%) 41024 : out of range
Severe: rms_fgdepar=37.2705, expected range: 0.0000 31.9851
Severe: avg_pge=0.9717, expected range: -0.0326 0.0504
BUFR LAND SYNOP RH2M (%) 72434 : out of range
Severe: rms_fgdepar=41.9468, expected range: 0.0000 23.1989
BUFR LAND SYNOP RH2M (%) 72768 : out of range
Severe: rms_fgdepar=30.2405, expected range: 0.0000 12.9193
BUFR LAND SYNOP RH2M (%) 16459 : out of range
Severe: avg_pge=0.8164, expected range: -0.3941 0.5718
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25151 : out of range
Severe: rms_fgdepar=350.1125, expected range: 0.0000 178.6035
BUFR LAND SYNOP SURFACE PRESSURE (PA) 59493 : out of range
Severe: rms_fgdepar=480.8358, expected range: 0.0000 87.8141
BUFR LAND SYNOP SURFACE PRESSURE (PA) 12805 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=755.1752, expected range: 0.0000 79.5966
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3E2426 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=36.7029, expected range: -20.3991 44.6567
Severely_persistent: rms_fgdepar=36.7029, expected range: 0.0000 45.9137
Severely_persistent: avg_pge=0.9542, expected range: -0.2064 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7QJ3 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-647.5394, expected range: -1189.8044 2000.0809
Severely_persistent: rms_fgdepar=649.0332, expected range: 0.0000 1746.8374
Severely_persistent: avg_pge=0.8493, expected range: -1.2637 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRNA8 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=602.2618, expected range: -294.1516 824.8487
Severely_persistent: rms_fgdepar=602.2618, expected range: 0.0000 824.8487
Severely_persistent: avg_pge=0.8380, expected range: -0.6851 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V2171 : out of range
Severe: avg_fgdepar=-658.6577, expected range: -643.9165 341.6266
Severe: rms_fgdepar=658.6577, expected range: 0.0000 643.9165
Severe: avg_pge=0.8726, expected range: -1.1987 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) DFPG2 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-1402.3191, expected range: -747.5358 -67.4845
Severe: rms_fgdepar=1402.3191, expected range: 67.4845 747.5358
Severe: avg_pge=0.9373, expected range: 0.0041 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FXM3 : out of range
Severe: avg_fgdepar=1036.6577, expected range: -46.5965 497.7826
Severe: rms_fgdepar=1036.6577, expected range: 0.0000 500.3154
Severe: avg_pge=0.8963, expected range: -0.4794 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) A8KM8 : out of range
Severe: avg_fgdepar=-555.5532, expected range: -518.5977 764.1803
Severe: rms_fgdepar=555.5532, expected range: 0.0000 748.1063
Severe: avg_pge=0.8543, expected range: -1.2642 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V5669 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=570.2396, expected range: -522.6849 470.1628
Severe: rms_fgdepar=593.7699, expected range: 0.0000 370.4154
Severe: avg_pge=0.8110, expected range: -1.0828 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 6CV53CK : out of range
Severe: rms_fgdepar=600.2250, expected range: 0.0000 319.2277
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 5401536 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8175, expected range: -1.3771 0.7500
metar
METAR SURFACE PRESSURE (PA) ENOA : out of range
Severe: rms_fgdepar=300.4142, expected range: 0.0000 145.1073
METAR SURFACE PRESSURE (PA) OIBL : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=366.9674, expected range: 0.0000 158.1931
METAR SURFACE PRESSURE (PA) DRRN : out of range
Severe: rms_fgdepar=343.5856, expected range: 0.0000 139.3957
METAR SURFACE PRESSURE (PA) OITU : out of range
Severe: rms_fgdepar=546.9141, expected range: 0.0000 137.9679
snow
BUFR LAND SYNOP SNOW (CM) 01361 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=62.8708, expected range: 43.3474 61.8192
Severely_persistent: rms_fgdepar=62.8735, expected range: 43.3425 61.8321
BUFR LAND SYNOP SNOW (CM) 01003 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-73.2381, expected range: -79.3145 -72.6029
Severely_persistent: rms_fgdepar=73.2381, expected range: 72.6029 79.3145
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-735.3001, expected range: -744.0329 -709.1089
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=735.3003, expected range: 709.1117 744.0320
BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=62.4970, expected range: 42.7669 67.3078
BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.5098, expected range: 42.9105 67.2606
BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=58.4144, expected range: 63.3700 77.0321
BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=58.4327, expected range: 63.3882 77.0278
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-71.3373, expected range: -101.3940 -75.7375
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=71.3438, expected range: 75.7645 101.3842
BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=104.5366, expected range: 67.1871 118.5725
BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=104.5393, expected range: 67.1941 118.5760
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-88.1826, expected range: -94.5190 -88.4703
Severely_persistent: rms_fgdepar=88.1826, expected range: 88.4704 94.5191
MANUAL LAND SYNOP SNOW (CM) 23358 : out of range
Severe: rms_fgdepar=16.0042, expected range: 0.0000 7.2627
ROCOB TEMP SNOW (CM) 63307835 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-51.2012, expected range: -66.3954 -55.9910
Severe: rms_fgdepar=51.2012, expected range: 55.9910 66.3954
t2m
METAR 2M TEMPERATURE (K) UGMS : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=12.1363, expected range: 5.4764 15.2272
Severely_persistent: rms_fgdepar=12.4001, expected range: 5.6855 15.1528
LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.3347, expected range: -25.2966 8.8600
Severely_persistent: rms_fgdepar=14.4384, expected range: 0.0000 25.3872
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
28 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.8761, expected range: -17.3667 -9.1292
Severely_persistent: rms_fgdepar=13.1174, expected range: 9.4795 17.5818
MANUAL LAND SYNOP 2M TEMPERATURE (K) 61731 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.0548, expected range: 0.0000 5.8673
MANUAL LAND SYNOP 2M TEMPERATURE (K) 30714 : out of range
Severe: avg_fgdepar=-13.6308, expected range: -7.3347 9.5139
Severe: rms_fgdepar=13.6308, expected range: 0.0000 8.2786
METAR 2M TEMPERATURE (K) ENBL : out of range
Severe: rms_fgdepar=12.2992, expected range: 0.0000 6.2226
METAR 2M TEMPERATURE (K) OEDM : out of range
Severe: rms_fgdepar=10.1658, expected range: 0.0000 4.8818
BUFR LAND SYNOP 2M TEMPERATURE (K) 30714 : out of range
Severe: avg_fgdepar=-13.6808, expected range: -7.3847 9.4639
Severe: rms_fgdepar=13.6808, expected range: 0.0000 8.2363
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=1004.0000, expected range: 1202.0965 1478.5285
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 11933 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=30.6115, expected range: 0.0000 17.2268
METAR RH2M (%) CYXN : out of range
Severe: rms_fgdepar=33.0070, expected range: 0.0000 14.5245
BUFR LAND SYNOP RH2M (%) _MI126C6 : out of range
Severe: rms_fgdepar=33.3098, expected range: 0.0000 18.5004