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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2020-08-03 00:00

airs
AQUA AIRS RADIANCES CHANNEL 2164 : missing
Severe: obs_number=0.0000, expected range: 632.0227 2083.4020
mwhs2
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 12 : out of range
Severe: stdev_norm_fgdepar=0.6754, expected range: 0.4626 0.5640
gpsro
All COSMIC2-E5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 391.87 2630.93
resat
AURA OMI OZONE, TOP PRESSURE LAYER 12-13 (HPA) : out of range
Considerable: obs_number=1365.0000, expected range: 2088.7815 3329.9685
Radiosondes
LAND TEMP TEMPERATURE (K) 61660 PRESSURE LAYER 0-300 (HPA) : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.7206, expected range: -27.1046 -0.2234
Severely_persistent: rms_fgdepar=20.9908, expected range: 10.5735 30.2623
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 63 : all data missing
Severely_persistent: obs_number=0, expected range: 101.75 126.25
LAND TEMP WIND VECTOR DIFF (M/S) 40754 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=16.7027, expected range: 2.4847 6.0521
LAND TEMP WIND VECTOR DIFF (M/S) 20744 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=22.8234, expected range: -3.4432 9.2499
Severe: rms_fgdepar=23.8576, expected range: 0.0000 10.2349
Severe: avg_pge=0.9142, expected range: -0.7422 0.7500
LAND TEMP TEMPERATURE (K) 43041 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=14.9089, expected range: 0.0000 10.0182
LAND TEMP TEMPERATURE (K) 43192 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=11.1745, expected range: 0.0000 7.5783
LAND TEMP Q (G/KG) 98433 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.3410, expected range: 0.0000 1.9003
LAND TEMP Q (G/KG) 43353 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.1728, expected range: 0.0369 2.0676
LAND TEMP Q (G/KG) 40417 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=7.9714, expected range: 0.0000 7.3607
LAND TEMP Q (G/KG) 96147 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.4000, expected range: 0.3851 1.5486
HIGH RESO LAND TEMP TEMPERATURE (K) 71934 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=8.8917, expected range: 0.0000 3.9389
HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : missing
3 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 174.1389 189.1944
Severe: obs_number=0.0000, expected range: 174.1389 189.1944
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : missing
3 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 50.0688 73.0423
Severe: obs_number=0.0000, expected range: 0.0000 430.9509
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 37 : all data missing
Severe: obs_number=0, expected range: 34.51 161.09
amdar
AMDAR WIND VECTOR DIFF (M/S) BR690633 PRESSURE LAYER 0-300 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=24.8889, expected range: -21.8564 56.1234
Severely_persistent: rms_fgdepar=24.8889, expected range: 0.0000 58.1269
Severely_persistent: avg_pge=0.8682, expected range: 0.2794 0.7500
AMDAR TEMPERATURE (K) CNFKQP PRESSURE LAYER 600-900 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-9.7568, expected range: -13.2868 3.0366
Severe: rms_fgdepar=10.2614, expected range: 0.0000 19.3472
AMDAR TEMPERATURE (K) CNFKQP (2 pressure layers affected) : out of range
Severe: avg_pge=0.8603, expected range: -0.3759 0.7500
AMDAR WIND VECTOR DIFF (M/S) BR436594 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.1146, expected range: 0.0000 24.5525
Severe: avg_pge=0.8190, expected range: -0.5534 0.7500
AMDAR WIND VECTOR DIFF (M/S) BR722437 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8244, expected range: -0.4200 0.7500
AMDAR WIND VECTOR DIFF (M/S) THT67 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.1986, expected range: 0.1189 5.1833
WIGOS AMDAR TEMPERATURE (K) EU0758 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8220, expected range: 0.8114 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) N2PUNXRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.5603, expected range: -1.4677 8.3717
Severe: rms_fgdepar=21.5603, expected range: 0.0000 9.1132
WIGOS AMDAR Q (G/KG) OOOITPZA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=2.0614, expected range: 0.0000 1.1363
prof
JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47912 PRESSURE LAYER 900-1200 : out of range
Severe: rms_fgdepar=17.7990, expected range: 1.1625 4.5933
Severe: avg_pge=0.8427, expected range: -0.0767 0.3505
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 48480 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.7459, expected range: 0.0000 29.5864
LAND PILOT WIND VECTOR DIFF (M/S) 43192 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=16.4727, expected range: 0.0000 9.1158
LAND PILOT WIND VECTOR DIFF (M/S) 67095 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.9170, expected range: -1.7418 0.7500
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63332 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8085, expected range: 0.3526 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42295 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=1582.0302, expected range: 1298.0561 1757.3674
Severely_persistent: rms_fgdepar=1582.0302, expected range: 1298.0561 1757.3674
BUFR LAND SYNOP SURFACE PRESSURE (PA) 55664 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=595.6053, expected range: -1204.4400 1334.2895
Severely_persistent: rms_fgdepar=681.5839, expected range: -1289.5160 1586.6791
BUFR LAND SYNOP SURFACE PRESSURE (PA) 72494 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8068, expected range: 0.7700 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 68513 : out of range
Severe: avg_fgdepar=51.6611, expected range: -21.4261 26.2060
Severe: rms_fgdepar=51.6611, expected range: 0.0000 22.8494
AUTOMATIC LAND SYNOP RH2M (%) 68583 : out of range
Severe: rms_fgdepar=47.4528, expected range: 0.0000 28.6189
Severe: avg_pge=0.9256, expected range: -0.0022 0.0096
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89575 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8381, expected range: -0.7322 0.7500
MANUAL LAND SYNOP RH2M (%) 63870 : out of range
Severe: rms_fgdepar=36.2062, expected range: 0.0000 10.9096
MANUAL LAND SYNOP RH2M (%) 61024 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-62.7993, expected range: -32.6811 71.6306
Severe: rms_fgdepar=62.7993, expected range: 0.0000 71.6306
Severe: avg_pge=1.0000, expected range: -1.4708 0.7500
MANUAL LAND SYNOP RH2M (%) 42348 : out of range
Severe: rms_fgdepar=33.4669, expected range: 0.0000 18.4339
MANUAL LAND SYNOP RH2M (%) 68619 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=51.1932, expected range: -68.2146 105.8675
Severe: rms_fgdepar=51.1932, expected range: 0.0000 105.8675
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42471 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8730, expected range: -1.2733 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43012 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8363, expected range: -0.9484 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 94242 : out of range
Severe: rms_fgdepar=356.0281, expected range: 0.0000 130.7235
Severe: avg_pge=0.8391, expected range: -0.7493 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 48033 : out of range
Severe: avg_fgdepar=-560.9703, expected range: -616.1243 813.5752
Severe: rms_fgdepar=560.9703, expected range: 0.0000 614.9529
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42483 : out of range
Severe: rms_fgdepar=562.4080, expected range: 0.0000 109.0679
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 48064 : out of range
Severe: avg_fgdepar=857.5293, expected range: -616.3668 405.1696
Severe: rms_fgdepar=857.5293, expected range: 0.0000 433.1934
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42577 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=304.9270, expected range: 0.0000 242.3839
Severe: avg_pge=0.8233, expected range: -1.0298 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86128 : out of range
Severe: rms_fgdepar=373.8346, expected range: 8.3840 229.8195
Severe: avg_pge=0.8282, expected range: -0.2723 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42588 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8814, expected range: -1.3639 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 32509 : out of range
Severe: rms_fgdepar=348.3793, expected range: 0.0000 68.7752
BUFR LAND SYNOP RH2M (%) 72440 : out of range
Severe: rms_fgdepar=39.7511, expected range: 0.0000 19.7037
BUFR LAND SYNOP RH2M (%) 12822 : out of range
Severe: rms_fgdepar=35.3868, expected range: 0.0000 19.2167
BUFR LAND SYNOP RH2M (%) 34772 : out of range
Severe: rms_fgdepar=33.7186, expected range: 0.0000 9.0711
BUFR LAND SYNOP RH2M (%) 60253 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=51.5105, expected range: -48.2782 80.6742
Severe: rms_fgdepar=51.5105, expected range: 0.0000 73.9225
Severe: avg_pge=0.9750, expected range: -1.4411 0.7500
BUFR LAND SYNOP RH2M (%) 41984 : out of range
Severe: rms_fgdepar=31.9092, expected range: 0.0000 15.4517
BUFR LAND SYNOP RH2M (%) 72327 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8775, expected range: -1.7832 0.7500
BUFR LAND SYNOP RH2M (%) 34578 : out of range
Severe: rms_fgdepar=35.1142, expected range: 0.0000 19.5064
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71370 : out of range
Severe: avg_pge=0.8905, expected range: -0.7606 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48991 : out of range
Severe: avg_fgdepar=556.6098, expected range: -388.2504 398.8016
Severe: rms_fgdepar=556.6098, expected range: 0.0000 261.0656
Severe: avg_pge=0.8955, expected range: -1.2746 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94242 : out of range
Severe: rms_fgdepar=340.6097, expected range: 0.0000 116.3582
Severe: avg_pge=0.8313, expected range: -1.0817 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48033 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-560.9703, expected range: -616.1243 813.5752
Severe: rms_fgdepar=560.9703, expected range: 0.0000 614.9529
Severe: avg_pge=0.9015, expected range: -1.0321 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48064 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=857.5293, expected range: -518.3686 490.4256
Severe: rms_fgdepar=857.5293, expected range: 0.0000 386.2437
Severe: avg_pge=0.9293, expected range: -1.0378 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16774 : out of range
Severe: avg_fgdepar=-880.4891, expected range: -98.6909 135.5372
Severe: rms_fgdepar=880.4891, expected range: 0.0000 93.0641
Severe: avg_pge=0.9416, expected range: -0.3717 0.4320
BUFR LAND SYNOP SURFACE PRESSURE (PA) 28766 : out of range
Severe: rms_fgdepar=369.7480, expected range: 0.0000 147.5741
BUFR LAND SYNOP SURFACE PRESSURE (PA) 13378 : out of range
Severe: rms_fgdepar=373.9452, expected range: 15.0954 75.9969
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48378 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=372.9311, expected range: 0.0000 117.1424
BUFR LAND SYNOP Z (M) 56172 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8592, expected range: -1.3389 0.7500
BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=75.0000, expected range: 88.0032 96.6635
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=61.0000, expected range: 76.3413 89.1587
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7BN6 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-1079.4314, expected range: -1603.8528 1555.3432
Severely_persistent: rms_fgdepar=1079.4314, expected range: 0.0000 1493.9645
Severely_persistent: avg_pge=0.9156, expected range: -1.2394 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) PJWM : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-506.6362, expected range: -795.5757 -223.5330
Severely_persistent: rms_fgdepar=506.6362, expected range: 223.5330 795.5757
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ELDMMXN : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8569, expected range: 0.4422 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) H3DP : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8445, expected range: -0.2661 0.7500
SHIP SURFACE PRESSURE (PA) OYRO2 : out of range
Severe: rms_fgdepar=669.4079, expected range: 0.0000 361.0141
SHIP SURFACE PRESSURE (PA) V7FF3 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=1070.0199, expected range: 700.8541 1222.8984
Severe: rms_fgdepar=1070.0199, expected range: 700.8541 1222.8984
SHIP SURFACE PRESSURE (PA) 3FDS4 : out of range
Severe: avg_fgdepar=-537.1124, expected range: -624.8202 507.9456
Severe: rms_fgdepar=537.1124, expected range: 0.0000 505.1676
SHIP SURFACE PRESSURE (PA) VRON5 : out of range
Severe: avg_fgdepar=-818.0292, expected range: -280.3024 142.3027
Severe: rms_fgdepar=939.3827, expected range: 0.0000 257.1534
SHIP SURFACE PRESSURE (PA) V7BN6 : out of range
Severe: avg_fgdepar=-1079.4314, expected range: -1156.8514 895.2607
Severe: rms_fgdepar=1079.4314, expected range: 0.0000 1144.4013
SHIP SURFACE PRESSURE (PA) 2FRK7 : out of range
Severe: avg_fgdepar=629.0604, expected range: -413.9638 1391.3296
Severe: rms_fgdepar=629.0604, expected range: 0.0000 1421.7763
SHIP SURFACE PRESSURE (PA) NWS8649 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-1165.1519, expected range: -477.4934 300.1524
Severe: rms_fgdepar=1239.1825, expected range: 0.0000 844.1800
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OYRO2 : out of range
Severe: avg_fgdepar=-607.4149, expected range: -226.5182 355.0548
Severe: rms_fgdepar=772.0129, expected range: 0.0000 352.1550
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7FF3 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=1070.0199, expected range: 700.8541 1222.8984
Severe: rms_fgdepar=1070.0199, expected range: 700.8541 1222.8984
Severe: avg_pge=0.9025, expected range: 0.8706 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FDS4 : out of range
Severe: avg_fgdepar=-537.1124, expected range: -629.4780 530.7301
Severe: rms_fgdepar=537.1124, expected range: 0.0000 512.7322
Severe: avg_pge=0.8404, expected range: -1.0614 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRON5 : out of range
Severe: avg_fgdepar=-818.0292, expected range: -229.4082 170.2926
Severe: rms_fgdepar=939.3827, expected range: 0.0000 246.7215
BUFR SHIP SYNOP SURFACE PRESSURE (PA) NWS8649 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-824.1927, expected range: -373.8972 283.8342
Severe: rms_fgdepar=1015.1172, expected range: 0.0000 611.1254
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 7401533 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-685.3569, expected range: -1259.0526 1568.5694
Severely_persistent: rms_fgdepar=685.6564, expected range: 0.0000 904.5475
Severely_persistent: avg_pge=0.9179, expected range: -0.2300 0.7500
DRIBU SURFACE PRESSURE (PA) 23491 : out of range
Severe: avg_pge=0.8628, expected range: -1.3126 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 5501594 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-501.3791, expected range: -232.8389 231.8664
Severe: rms_fgdepar=577.0029, expected range: 0.0000 232.1878
metar
METAR SURFACE PRESSURE (PA) SBME : out of range
Severe: rms_fgdepar=346.9003, expected range: 5.3250 77.7684
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8345, expected range: 0.5400 0.9317
MANUAL LAND SYNOP 2M TEMPERATURE (K) 89009 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8200, expected range: 0.3729 0.9847
LAND TEMP 2M TEMPERATURE (K) 04360 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.1703, expected range: -31.6491 27.6560
Severely_persistent: rms_fgdepar=15.1703, expected range: 0.0000 25.9335
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.6558, expected range: -20.5376 -10.6666
Severely_persistent: rms_fgdepar=14.8074, expected range: 11.0002 21.0509
BUFR LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8352, expected range: 0.5396 0.9356
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
3 times in the last 10 days for at least one item
Severe: avg_est_pge=0.8208, expected range: -0.2294 1.2647
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68619 : out of range
Severe: avg_fgdepar=-12.8812, expected range: -9.0529 4.6901
Severe: rms_fgdepar=12.8909, expected range: 0.0000 8.7821
Severe: avg_est_pge=0.8006, expected range: -0.4882 0.8820
LAND TEMP 2M TEMPERATURE (K) 71081 : out of range
Severe: avg_est_pge=0.8364, expected range: -0.5260 1.1869
BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
3 times in the last 10 days for at least one item
Severe: avg_est_pge=0.8225, expected range: -0.2573 1.2823
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 72263 : out of range
Severe: rms_fgdepar=37.3555, expected range: 0.0000 17.7615
METAR RH2M (%) SELT : out of range
Severe: rms_fgdepar=32.9799, expected range: 0.4128 18.1411