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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-16 00:00

amsua
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1558, expected range: 0.0618 0.1027
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2050, expected range: 0.2391 0.2615
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3307, expected range: -0.2809 -0.2772
AMSUA EARS
NOAA-18 AMSUA RADIANCES CHANNEL 13 : out of range
1 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.8067, expected range: -0.6046 -0.4530
iasi
METOP-B IASI RADIANCES CHANNEL 3165 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2693, expected range: -0.2412 -0.2242
METOP-B IASI RADIANCES CHANNEL 3244 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1481, expected range: -0.1220 -0.1013
METOP-B IASI RADIANCES CHANNEL 3252 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1971, expected range: -0.1762 -0.1571
METOP-B IASI RADIANCES CHANNEL 3312 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2934, expected range: -0.2725 -0.2490
METOP-C IASI RADIANCES CHANNEL 3165 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2444, expected range: -0.2152 -0.2030
METOP-C IASI RADIANCES CHANNEL 3244 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1479, expected range: -0.1230 -0.1069
cris
NOAA20 CRIS RADIANCES CHANNEL 39 : out of range
1 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.1406, expected range: 0.1121 0.1368
NOAA20 CRIS RADIANCES CHANNEL 42 : out of range
1 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.1381, expected range: 0.1026 0.1340
NOAA20 CRIS RADIANCES CHANNEL 51 : out of range
1 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.1283, expected range: 0.0921 0.1258
airs
AQUA AIRS RADIANCES CHANNEL 250 : out of range
Considerable: stdev_fgdepar=0.2755, expected range: 0.2970 0.3356
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 1 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.1364, expected range: 0.1195 0.1263
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5612, expected range: 0.6164 0.6668
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=1.2864, expected range: 0.7711 0.8736
Severely_persistent: avg_biascorr=-3.0108, expected range: -1.8361 -1.1967
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 4 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=1.0393, expected range: 0.6232 0.7120
Severely_persistent: avg_biascorr=-3.5946, expected range: -2.7052 -2.1417
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 5 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.9829, expected range: 0.6243 0.7543
Severely_persistent: avg_biascorr=-1.8013, expected range: -0.5019 0.1991
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 6 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0944, expected range: 1.5342 2.2775
Severely_persistent: stdev_norm_fgdepar=0.9974, expected range: 0.5935 0.7094
Severely_persistent: stdev_norm_fgdepar=0.9658, expected range: 0.6076 0.7960
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 7 : out of range
Considerable: obs_number=20320.0000, expected range: 23167.7307 31623.6443
atms
NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3274, expected range: -0.2980 -0.2664
NPP ATMS RADIANCES CHANNEL 12 : out of range
2 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.2483, expected range: 0.2098 0.2414
NPP ATMS RADIANCES CHANNEL 14 : out of range
8 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.5417, expected range: 0.4300 0.5269
NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
2 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.2197, expected range: 0.1745 0.2116
NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
5 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.3320, expected range: 0.2648 0.3291
mwri
FY-3D MWRI RADIANCES CHANNEL 3 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7451, expected range: 0.6473 0.6976
FY-3D MWRI RADIANCES (5 channels affected) : out of range
Considerable: obs_number=2736.0000, expected range: 2876.2718 3432.9360
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.8566, expected range: 0.1133 0.3333
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0188, expected range: -0.0321 -0.0254
Radiosondes
LAND TEMP TEMPERATURE (K) 60760 PRESSURE LAYER 0-300 (HPA) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=12.7344, expected range: -27.2896 36.8579
Severely_persistent: rms_fgdepar=12.7915, expected range: -22.9179 34.3258
Severely_persistent: avg_pge=0.8544, expected range: -1.4859 0.7500
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8469, expected range: -0.6664 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severely_persistent: obs_number=0, expected range: 70.73 161.67
LAND TEMP TEMPERATURE (K) 40856 (2 pressure layers affected) : out of range
Severe: avg_fgdepar=12.0746, expected range: -0.6018 0.7384
Severe: rms_fgdepar=12.1035, expected range: 0.1997 1.3030
Severe: avg_pge=0.9303, expected range: -0.0695 0.2068
LAND TEMP TEMPERATURE (K) 32098 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.4984, expected range: 0.0000 1.9409
Severe: avg_pge=0.8347, expected range: -0.1355 0.2180
LAND TEMP WIND VECTOR DIFF (M/S) 28275 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8451, expected range: -1.4485 0.7500
LAND TEMP Q (G/KG) 40856 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.5531, expected range: 0.0000 1.4506
HIGH RESO LAND TEMP TEMPERATURE (K) 29698 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: avg_pge=0.8368, expected range: -1.2101 0.7500
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57993 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=17.3133, expected range: 0.0000 6.1790
HIGH RESO LAND TEMP Q (G/KG) 94312 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.2461, expected range: 0.0000 5.3485
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 65.42 109.72
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=64.0000, expected range: 123.5388 167.1278
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Considerable: obs_number=5873.0000, expected range: 4268.4433 5155.3067
amdar
WIGOS AMDAR WIND VECTOR DIFF (M/S) M0VUIRJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=17.2775, expected range: 0.0000 9.1376
Severe: avg_pge=0.8005, expected range: -0.1999 0.2535
ADS-C WIND VECTOR DIFF (M/S) 1FZYW3BA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=30.9810, expected range: 0.0000 11.5844
ADS-C WIND VECTOR DIFF (M/S) 0CU015BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.4970, expected range: 0.0000 10.4684
ADS-C WIND VECTOR DIFF (M/S) XIFGRBBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=31.6485, expected range: 0.0000 8.8834
ADS-C WIND VECTOR DIFF (M/S) 3N5BFFBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.2625, expected range: 0.0000 25.2282
ADS-C WIND VECTOR DIFF (M/S) MPLDPNBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.4683, expected range: 0.0000 14.5981
ADS-C WIND VECTOR DIFF (M/S) 0G01HUBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.9332, expected range: 0.0000 9.6458
ADS-C WIND VECTOR DIFF (M/S) EGOZLAJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5386, expected range: 0.0000 10.8715
ADS-C WIND VECTOR DIFF (M/S) 1NISBMJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0496, expected range: 1.0867 7.3174
ADS-C WIND VECTOR DIFF (M/S) BREZHUJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.6982, expected range: 0.0000 22.1869
ADS-C WIND VECTOR DIFF (M/S) LO5SVXJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=30.7021, expected range: 0.4938 9.2557
ADS-C WIND VECTOR DIFF (M/S) PHX132RA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=26.4195, expected range: 0.0000 38.3456
ADS-C WIND VECTOR DIFF (M/S) GYOTA4ZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.4935, expected range: 0.0000 9.1223
airep
AIREP WIND VECTOR DIFF (M/S) UAL950 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=34.7402, expected range: 0.0000 14.1478
AIREP WIND VECTOR DIFF (M/S) AAL92 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.2010, expected range: 0.0000 9.5400
AIREP WIND VECTOR DIFF (M/S) BAW293 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=44.5342, expected range: -5.6607 13.9696
Severe: rms_fgdepar=59.5335, expected range: 0.0000 19.1761
AIREP WIND VECTOR DIFF (M/S) ACA854 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.8555, expected range: 0.0000 11.2054
AIREP WIND VECTOR DIFF (M/S) UAL84 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9684, expected range: 0.0000 9.9470
AIREP WIND VECTOR DIFF (M/S) UAL106 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.5910, expected range: 0.0000 10.5770
AIREP WIND VECTOR DIFF (M/S) AAL36 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.9962, expected range: 0.0000 21.1842
AIREP WIND VECTOR DIFF (M/S) AFR008 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=27.4274, expected range: -0.7381 6.1425
Severe: rms_fgdepar=50.5988, expected range: 0.0000 9.5974
AIREP WIND VECTOR DIFF (M/S) BAW98 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.1009, expected range: 0.0000 33.4810
AIREP WIND VECTOR DIFF (M/S) VIR25B PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.1701, expected range: 0.0000 14.8687
AIREP WIND VECTOR DIFF (M/S) VIR4C PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=27.0519, expected range: 0.0000 11.4193
AIREP WIND VECTOR DIFF (M/S) BAW21G PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=40.9816, expected range: -7.6251 17.3169
Severe: rms_fgdepar=57.2371, expected range: 0.0000 29.0633
AIREP WIND VECTOR DIFF (M/S) LOT5V PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.7432, expected range: -12.9234 23.9465
Severe: rms_fgdepar=37.0640, expected range: 0.0000 25.3819
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 43110 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.4128, expected range: 0.0000 10.1501
Severe: avg_pge=0.9113, expected range: -0.7585 0.7500
synop
MANUAL LAND SYNOP RH2M (%) 64870 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9508, expected range: -1.3145 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 31062 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=730.0711, expected range: 0.0000 1254.4555
Severely_persistent: avg_pge=0.9110, expected range: -0.8485 0.7500
BUFR LAND SYNOP RH2M (%) 95624 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9969, expected range: -2.0588 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87640 : out of range
Severe: rms_fgdepar=479.7395, expected range: 0.0000 152.5367
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35582 : out of range
Severe: rms_fgdepar=306.1788, expected range: 0.0000 125.1703
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38403 : out of range
Severe: avg_pge=0.8719, expected range: -0.8715 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42903 : out of range
Severe: avg_fgdepar=-539.6915, expected range: -644.2631 176.2257
Severe: rms_fgdepar=539.6915, expected range: 0.0000 644.2631
Severe: avg_pge=0.8992, expected range: 0.3455 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91643 : out of range
Severe: rms_fgdepar=403.9908, expected range: 0.0000 97.1751
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43353 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=529.5418, expected range: 0.0000 83.2773
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76773 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=698.6409, expected range: -587.6414 324.0442
Severe: rms_fgdepar=698.6409, expected range: 0.0000 587.6414
Severe: avg_pge=0.8921, expected range: -1.1522 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40664 : out of range
Severe: avg_fgdepar=601.7980, expected range: -222.3145 198.8883
Severe: rms_fgdepar=601.7980, expected range: 0.0000 168.7578
Severe: avg_pge=0.9046, expected range: -0.5020 0.5896
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82588 : out of range
Severe: rms_fgdepar=413.5981, expected range: 0.0000 279.1684
Severe: avg_pge=0.8686, expected range: -0.9218 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35739 : out of range
Severe: rms_fgdepar=383.2264, expected range: 0.0000 202.2319
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42939 : out of range
Severe: rms_fgdepar=497.0565, expected range: 0.0000 150.7952
MANUAL LAND SYNOP RH2M (%) 42026 : out of range
Severe: avg_fgdepar=51.3349, expected range: -59.4425 100.6651
Severe: rms_fgdepar=51.3349, expected range: 0.0000 100.6651
MANUAL LAND SYNOP RH2M (%) 87448 : out of range
Severe: rms_fgdepar=40.3908, expected range: 0.0000 14.7087
MANUAL LAND SYNOP RH2M (%) 94679 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9995, expected range: -1.9638 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71400 : out of range
Severe: rms_fgdepar=318.6503, expected range: 0.0000 107.5449
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71815 : out of range
Severe: rms_fgdepar=331.5008, expected range: 0.0000 119.0516
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71856 : out of range
Severe: rms_fgdepar=442.7943, expected range: 0.0000 191.5137
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71408 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9054, expected range: -1.1257 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 24928 : out of range
Severe: rms_fgdepar=548.3990, expected range: 0.0000 313.8397
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71429 : out of range
Severe: rms_fgdepar=302.2392, expected range: 0.0000 159.2090
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71159 : out of range
Severe: rms_fgdepar=307.3531, expected range: 0.0000 159.4481
BUFR LAND SYNOP SURFACE PRESSURE (PA) 34759 : out of range
Severe: rms_fgdepar=403.9762, expected range: 0.0000 86.2509
BUFR LAND SYNOP RH2M (%) 94730 : out of range
Severe: rms_fgdepar=34.9035, expected range: 0.0000 7.3416
BUFR LAND SYNOP RH2M (%) 08184 : out of range
Severe: avg_fgdepar=60.7570, expected range: -23.7432 66.0225
Severe: rms_fgdepar=60.7570, expected range: 0.0000 66.0225
Severe: avg_pge=0.9772, expected range: -0.7351 0.7500
BUFR LAND SYNOP RH2M (%) 15118 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=50.3294, expected range: -18.4286 37.9703
Severe: rms_fgdepar=50.3972, expected range: 0.0000 38.1956
BUFR LAND SYNOP RH2M (%) 10579 : out of range
Severe: rms_fgdepar=43.7856, expected range: 0.0000 14.4527
BUFR LAND SYNOP RH2M (%) 94679 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=50.9506, expected range: -25.6683 75.7376
Severe: rms_fgdepar=50.9506, expected range: 0.0000 75.7376
Severe: avg_pge=1.0000, expected range: -1.9945 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
3 times in the last 10 days for at least one item
Considerable: obs_number=151.0000, expected range: 185.8889 229.2222
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRA4 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=573.6700, expected range: -788.3118 1060.3407
Severely_persistent: rms_fgdepar=573.6700, expected range: -726.0410 1081.9390
Severely_persistent: avg_pge=0.8028, expected range: -1.3424 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK05 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8531, expected range: -1.2138 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AUYL : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=569.4323, expected range: 384.5060 826.4079
Severely_persistent: rms_fgdepar=569.4323, expected range: 383.5706 827.6778
BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6NQ : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=585.3548, expected range: 153.5116 1109.8463
Severely_persistent: rms_fgdepar=585.3548, expected range: 146.5157 1126.0573
Severely_persistent: avg_pge=0.8124, expected range: 0.6284 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3E3594 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-1051.4276, expected range: -2712.5476 2557.2005
Severe: rms_fgdepar=1051.4276, expected range: 0.0000 1552.4449
Severe: avg_pge=0.9145, expected range: -0.8457 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAJF7 : out of range
Severe: rms_fgdepar=510.5249, expected range: 0.0000 314.6920
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5VU9 : out of range
Severe: avg_fgdepar=-535.3965, expected range: -1251.4355 1443.9130
Severe: rms_fgdepar=535.4726, expected range: 0.0000 697.4407
Severe: avg_pge=0.8314, expected range: -0.6882 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JLP : out of range
Severe: avg_fgdepar=534.5488, expected range: -625.7749 827.1003
Severe: rms_fgdepar=534.5488, expected range: -616.6415 851.1880
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8604, expected range: -1.3360 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6401842 : out of range
Severe: avg_fgdepar=-751.4090, expected range: -345.1501 399.2684
Severe: rms_fgdepar=751.6281, expected range: 0.0000 334.1802
Severe: avg_pge=0.9303, expected range: -0.9038 0.7500
snow
AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-108.0506, expected range: -120.9602 -100.5068
Severely_persistent: rms_fgdepar=108.0506, expected range: 100.5068 120.9602
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=65.4203, expected range: 55.0197 75.8486
Severely_persistent: rms_fgdepar=65.4203, expected range: 55.0197 75.8486
MANUAL LAND SYNOP SNOW (CM) 11138 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-128.8496, expected range: -141.0826 -126.9178
Severely_persistent: rms_fgdepar=128.8496, expected range: 126.9178 141.0826
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-87.1741, expected range: -97.7337 -77.6832
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=87.1824, expected range: 77.6937 97.7535
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-64.1240, expected range: -69.5555 -59.1571
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=64.1324, expected range: 59.1788 69.5552
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-58.4434, expected range: -68.9754 -45.1559
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=58.4453, expected range: 45.1589 68.9764
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-85.8014, expected range: -83.2557 -72.9966
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=85.8115, expected range: 72.9840 83.2886
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.2664, expected range: -82.1343 -71.4495
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=77.2691, expected range: 71.4568 82.1324
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-83.9977, expected range: -88.2942 -81.4407
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=83.9996, expected range: 81.4619 88.3039
BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=65.5758, expected range: 55.1660 76.0027
Severely_persistent: rms_fgdepar=65.5758, expected range: 55.1660 76.0027
BUFR LAND SYNOP SNOW (CM) 08915 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-91.1981, expected range: -132.0401 -14.8846
Severely_persistent: rms_fgdepar=91.1981, expected range: 14.8846 132.0401
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-73.7407, expected range: -74.9919 -62.7880
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=73.7426, expected range: 62.7936 75.0012
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.1492, expected range: -65.0789 -53.7382
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.1528, expected range: 53.7453 65.0912
BUFR LAND SYNOP SNOW (CM) 14006 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=58.3420, expected range: 34.6811 68.2898
Severely_persistent: rms_fgdepar=58.3420, expected range: 34.6811 68.2898
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-86.1036, expected range: -109.7292 -55.4580
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=86.1069, expected range: 55.5388 109.7022
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=50.9901, expected range: 42.5765 69.4577
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=50.9920, expected range: 42.5751 69.4670
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-51.2578, expected range: -54.3184 -51.5299
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=51.2707, expected range: 51.5415 54.3228
BUFR LAND SYNOP SNOW (CM) 47067 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=99.5730, expected range: 99.1822 99.8985
Severely_persistent: rms_fgdepar=99.5730, expected range: 99.1827 99.8981
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-61.0508, expected range: -65.1173 -37.5592
Severely_persistent: rms_fgdepar=61.0518, expected range: 37.5663 65.1223
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=56.4864, expected range: 36.7141 60.2336
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=56.4919, expected range: 36.7223 60.2365
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-71.8254, expected range: -74.6565 -66.8844
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=71.8375, expected range: 66.8907 74.6700
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.0270, expected range: -67.3437 -59.2211
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.0271, expected range: 59.2223 67.3432
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-71.8243, expected range: -81.7488 -64.4880
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=71.8260, expected range: 64.4956 81.7504
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.4013, expected range: -67.3592 -48.2996
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=59.4014, expected range: 48.2995 67.3618
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-80.2005, expected range: -90.7909 -69.8313
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=80.2020, expected range: 69.8348 90.7967
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-80.6421, expected range: -85.3187 -77.4803
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=80.6445, expected range: 77.4903 85.3168
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-79.1339, expected range: -89.0366 -62.8513
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=79.1481, expected range: 62.8829 89.0284
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-71.4367, expected range: -81.3566 -63.9946
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=71.4467, expected range: 64.0137 81.3592
MANUAL LAND SYNOP SNOW (CM) 17070 : out of range
Severe: rms_fgdepar=27.2010, expected range: -2.2059 2.7574
MANUAL LAND SYNOP SNOW (CM) 28886 : out of range
Severe: rms_fgdepar=15.3226, expected range: 0.0000 5.4221
MANUAL LAND SYNOP SNOW (CM) 17077 : out of range
Severe: rms_fgdepar=25.5258, expected range: -0.0805 0.1007
MANUAL LAND SYNOP SNOW (CM) 36208 : out of range
Severe: avg_fgdepar=-55.1407, expected range: -52.0117 -37.1002
Severe: rms_fgdepar=55.1407, expected range: 37.1002 52.0117
MANUAL LAND SYNOP SNOW (CM) 40708 : out of range
Severe: rms_fgdepar=19.6064, expected range: -2.3054 3.9881
ROCOB TEMP SNOW (CM) 63301060 : out of range
Severe: avg_fgdepar=67.7073, expected range: 12.5429 73.6729
Severe: rms_fgdepar=67.7073, expected range: 12.5429 73.6729
ROCOB TEMP SNOW (CM) 63307825 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=26.2995, expected range: 0.0000 11.9436
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=26.5451, expected range: 0.0000 10.0227
BUFR LAND SYNOP SNOW (CM) 28886 : out of range
Severe: rms_fgdepar=15.3226, expected range: 0.0000 5.4221
BUFR LAND SYNOP SNOW (CM) 36208 : out of range
Severe: avg_fgdepar=-55.1407, expected range: -52.0117 -37.1002
Severe: rms_fgdepar=55.1407, expected range: 37.1002 52.0117
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.8129, expected range: -14.2023 -2.9904
Severely_persistent: rms_fgdepar=13.8941, expected range: 4.6342 13.8714
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1818, expected range: -14.0358 5.8327
Severely_persistent: rms_fgdepar=13.4727, expected range: 0.0000 13.5901
MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.2516, expected range: -15.6777 -4.9000
Severely_persistent: rms_fgdepar=13.4472, expected range: 5.4531 15.5911
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.1249, expected range: -22.8323 4.5480
Severely_persistent: rms_fgdepar=15.2201, expected range: 0.0000 22.8289
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.5083, expected range: -23.3188 8.3716
Severely_persistent: rms_fgdepar=16.5893, expected range: 0.0000 20.2891
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24588 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.6559, expected range: -16.9792 8.1982
Severely_persistent: rms_fgdepar=12.6935, expected range: 0.0000 16.1487
METAR 2M TEMPERATURE (K) LTCB : out of range
23 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=16.4245, expected range: 8.1025 22.2163
Severely_persistent: rms_fgdepar=16.5091, expected range: 8.2053 22.2747
METAR 2M TEMPERATURE (K) VECX : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.8711, expected range: -15.7592 -7.8080
Severely_persistent: rms_fgdepar=16.9633, expected range: 7.8113 16.0547
BUFR LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.2314, expected range: -14.0239 5.8187
Severely_persistent: rms_fgdepar=13.5214, expected range: 0.0000 13.5680
BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.8267, expected range: -16.0345 -8.2460
Severely_persistent: rms_fgdepar=13.1702, expected range: 8.3468 16.3121
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.8629, expected range: -14.2523 -3.0404
Severely_persistent: rms_fgdepar=13.9438, expected range: 4.6732 13.9249
BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.3016, expected range: -15.7277 -4.9500
Severely_persistent: rms_fgdepar=13.4965, expected range: 5.5003 15.6414
BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.1507, expected range: -22.8649 4.5001
Severely_persistent: rms_fgdepar=15.2455, expected range: 0.0000 22.8664
BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.6308, expected range: -23.4335 8.3141
Severely_persistent: rms_fgdepar=16.7109, expected range: 0.0000 20.4571
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.3889, expected range: -22.1050 1.5989
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=16.3915, expected range: 0.0000 22.0499
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1516, expected range: -15.7284 -11.0149
Severely_persistent: rms_fgdepar=13.2106, expected range: 11.0633 16.1174
BUFR LAND SYNOP 2M TEMPERATURE (K) 06617 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.6947, expected range: -15.3283 10.4421
Severely_persistent: rms_fgdepar=15.7610, expected range: 0.0000 16.1080
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.8786, expected range: -19.3264 1.9454
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.8818, expected range: 0.0000 19.3883
BUFR LAND SYNOP 2M TEMPERATURE (K) 24588 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.6961, expected range: -17.0333 8.1531
Severely_persistent: rms_fgdepar=12.7334, expected range: 0.0000 16.2416
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI101CC : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.7971, expected range: -11.8724 10.7747
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI101CC : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.8495, expected range: -7.4050 12.2202
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
4 times in the last 10 days for at least one item
Severe: obs_number=1582.0000, expected range: 1901.5330 1932.3337
Considerable: obs_number=162.0000, expected range: 255.3324 397.4176
MANUAL LAND SYNOP 2M TEMPERATURE (K) 61091 : out of range
Severe: rms_fgdepar=10.4458, expected range: 0.0000 5.6107
MANUAL LAND SYNOP 2M TEMPERATURE (K) 32252 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.5042, expected range: -15.6307 10.2201
Severe: rms_fgdepar=12.5870, expected range: 0.0000 14.1887
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24462 : out of range
Severe: avg_fgdepar=-12.0368, expected range: -12.5383 3.6556
Severe: rms_fgdepar=12.0568, expected range: 0.0000 11.9058
MANUAL LAND SYNOP 2M TEMPERATURE (K) 29674 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-16.1654, expected range: -13.7568 9.2813
Severe: rms_fgdepar=16.1654, expected range: 0.0000 10.5030
MANUAL LAND SYNOP 2M TEMPERATURE (K) 35777 : out of range
Severe: rms_fgdepar=11.2626, expected range: 0.0000 4.6955
METAR 2M TEMPERATURE (K) VABP : out of range
Severe: rms_fgdepar=11.9463, expected range: 1.4713 2.8642
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15611 : out of range
Severe: rms_fgdepar=11.6228, expected range: 0.0000 5.4076
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13B42 : out of range
Severe: rms_fgdepar=11.7286, expected range: 1.0330 7.0765
BUFR LAND SYNOP 2M TEMPERATURE (K) 32252 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.5782, expected range: -15.7054 10.1493
Severe: rms_fgdepar=12.6597, expected range: 0.0000 14.3434
BUFR LAND SYNOP 2M TEMPERATURE (K) 24462 : out of range
Severe: avg_fgdepar=-12.0868, expected range: -12.5883 3.6056
Severe: rms_fgdepar=12.1068, expected range: 0.0000 11.9724
BUFR LAND SYNOP 2M TEMPERATURE (K) 08118 : out of range
Severe: rms_fgdepar=10.3603, expected range: 0.0000 5.7537
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI10CC9 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.4241, expected range: 0.7831 3.7956
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D53B : out of range
Severe: avg_fgdepar=12.3992, expected range: -0.9717 9.7583
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D53B : out of range
Severe: rms_fgdepar=12.4054, expected range: 0.0000 10.6237
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15B1E : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.6485, expected range: -10.3809 6.7768
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15B1E : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.6530, expected range: 0.0000 8.6051
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 68747 : out of range
Severe: rms_fgdepar=32.0093, expected range: 0.0000 16.6940
AUTOMATIC LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=1541.0000, expected range: 1847.5159 1903.1508
MANUAL LAND SYNOP RH2M (%) 76640 : out of range
Severe: rms_fgdepar=34.0267, expected range: 0.0000 17.5819
MANUAL LAND SYNOP RH2M (%) 94582 : out of range
Severe: rms_fgdepar=33.3381, expected range: 0.0000 17.1223
MANUAL LAND SYNOP RH2M (%) 87649 : out of range
Severe: rms_fgdepar=36.9716, expected range: 0.0000 13.3464
BUFR LAND SYNOP RH2M (%) 76640 : out of range
Severe: rms_fgdepar=36.5112, expected range: 0.0000 17.3840
BUFR LAND SYNOP RH2M (%) _MI1523B : out of range
Severe: rms_fgdepar=38.8845, expected range: 0.0000 19.7531