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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2020-06-04 12:00

mwhs2
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 14 : out of range
2 times in the last 10 days for at least one item
Considerable: avg_norm_fgdepar=-0.2014, expected range: -0.0942 0.0808
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 6 : out of range
3 times in the last 10 days for at least one item
Slight: avg_norm_fgdepar=-0.1127, expected range: -0.0573 0.1055
Slight: stdev_norm_fgdepar=0.7939, expected range: 0.6755 0.7681
mwhs
All FY-3B MWHS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 13445.88 21684.89
gpsro
All FY-3C GNOS RISING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 467.59 2312.99
SPIRE LEMUR 3U GPSRO RISING HEIGHT 3 : out of range
1 times in the last 10 days for at least one item
Severe: stdev_norm_fgdepar=0.3021, expected range: 0.0888 0.1690
Atmospheric Motion Vector
HIMAWARI-8 AMV VIS1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HP : out of range
Considerable: obs_number=1272.0000, expected range: 755.5345 1143.9655
GOES-17 AMV VIS1 WIND VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Considerable: obs_number=571.0000, expected range: 1034.5916 1622.3919
Radiosondes
LAND TEMP TEMPERATURE (K) 36003 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.0177, expected range: 0.0000 4.7670
Severe: avg_pge=0.8714, expected range: -0.3444 0.6711
LAND TEMP TEMPERATURE (K) 34858 PRESSURE LAYER 600-900 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8528, expected range: -1.1787 0.7500
LAND TEMP WIND VECTOR DIFF (M/S) 29862 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.6434, expected range: 0.0000 7.5009
LAND TEMP WIND VECTOR DIFF (M/S) 29839 PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=25.6867, expected range: -9.9592 20.5451
Severe: rms_fgdepar=25.8874, expected range: 0.0000 24.0755
Severe: avg_pge=0.9075, expected range: -0.7953 0.7500
LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=8.3157, expected range: 0.6365 7.8689
Severe: rms_fgdepar=8.4067, expected range: 0.7293 7.8558
LAND TEMP Q (G/KG) 72456 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=4.3612, expected range: 0.0000 2.3931
HIGH RESO LAND TEMP TEMPERATURE (K) 53915 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.1166, expected range: 0.5668 2.4768
HIGH RESO LAND TEMP TEMPERATURE (K) 68538 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=9.1962, expected range: 0.0000 1.5344
Severe: avg_pge=0.8824, expected range: -0.0332 0.0386
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=3.0943, expected range: 0.0000 1.2415
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72440 PRESSURE LAYER 600-90 : out of range
Severe: rms_fgdepar=17.2131, expected range: 0.0000 8.7722
HIGH RESO LAND TEMP Q (G/KG) 74560 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.3280, expected range: 0.0000 2.0880
HIGH RESO LAND TEMP Q (G/KG) 72528 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.2203, expected range: 0.0000 1.7542
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 84 : all data missing
Severe: obs_number=0, expected range: 26.39 200.94
HIGH RESO SEA TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : missing
1 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 296.3036
Severe: obs_number=0.0000, expected range: 78.4090 466.3481
All HIGH RESO SEA TEMP ALL LAYERS North pole : all data missing
Severe: obs_number=0, expected range: 152.09 657.16
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=283.0000, expected range: 200.8590 249.3910
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=60.0000, expected range: 31.9499 48.8001
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=63.0000, expected range: 93.9643 151.0357
Considerable: obs_number=122.0000, expected range: 31.2697 76.7303
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (3 pressure layers affected : out of range
Considerable: obs_number=9664.0000, expected range: 7207.3190 8172.4310
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=1014.0000, expected range: 886.4232 945.3268
amdar
WIGOS AMDAR WIND VECTOR DIFF (M/S) WVCWUUJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.6193, expected range: 1.8089 6.7701
WIGOS AMDAR WIND VECTOR DIFF (M/S) 3MAYNGRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.4578, expected range: 0.0000 8.8411
WIGOS AMDAR WIND VECTOR DIFF (M/S) 4XZUILRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.7405, expected range: 0.0000 9.1659
WIGOS AMDAR WIND VECTOR DIFF (M/S) MT1WUUBA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=19.6690, expected range: 0.1365 4.9214
WIGOS AMDAR WIND VECTOR DIFF (M/S) DQPFAXBA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=15.5491, expected range: 0.0000 7.4084
WIGOS AMDAR WIND VECTOR DIFF (M/S) II3WUUBA PRESSURE LAYER 900-1200 (H : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8689, expected range: -0.3870 0.5254
WIGOS AMDAR Q (G/KG) FGMUOHBA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.8216, expected range: 0.2190 1.9026
WIGOS AMDAR Q (G/KG) JHCWUURA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.0000, expected range: 0.0000 1.8966
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 96179 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=26.1169, expected range: 0.0000 7.4718
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 85432 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8479, expected range: -1.3559 0.7500
MANUAL LAND SYNOP RH2M (%) 42770 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9911, expected range: -1.3478 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 23471 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-662.7534, expected range: -566.7671 328.8613
Severely_persistent: rms_fgdepar=825.9293, expected range: 0.0000 850.8355
Severely_persistent: avg_pge=0.8070, expected range: -1.3089 0.7500
MANUAL LAND SYNOP RH2M (%) 62120 : out of range
Severe: avg_pge=0.9908, expected range: -0.6386 0.7500
MANUAL LAND SYNOP RH2M (%) 41630 : out of range
Severe: rms_fgdepar=39.3712, expected range: 0.0000 21.6299
Severe: avg_pge=0.8706, expected range: -0.0094 0.0174
MANUAL LAND SYNOP RH2M (%) 42343 : out of range
Severe: rms_fgdepar=30.6596, expected range: 0.0000 23.7306
Severe: avg_pge=0.9446, expected range: -0.0007 0.0069
MANUAL LAND SYNOP RH2M (%) 42883 : out of range
Severe: avg_pge=0.9966, expected range: -0.8778 0.7500
MANUAL LAND SYNOP RH2M (%) 60714 : out of range
Severe: avg_pge=0.8337, expected range: -0.4693 0.6133
MANUAL LAND SYNOP RH2M (%) 36034 : out of range
Severe: avg_pge=0.8081, expected range: -0.0935 0.1120
MANUAL LAND SYNOP RH2M (%) 42834 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=46.4748, expected range: -19.5514 27.2300
Severe: avg_pge=0.9492, expected range: -0.2467 0.2866
MANUAL LAND SYNOP RH2M (%) 42249 : out of range
Severe: avg_fgdepar=-51.0329, expected range: -24.9057 17.6321
Severe: rms_fgdepar=51.0329, expected range: 0.0000 37.4178
Severe: avg_pge=1.0000, expected range: -0.0598 0.0758
MANUAL LAND SYNOP RH2M (%) 43189 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=41.1911, expected range: 0.0000 5.7413
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76305 : out of range
Severe: rms_fgdepar=474.5736, expected range: 0.0000 79.9169
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31825 : out of range
Severe: avg_fgdepar=733.6652, expected range: -264.4666 228.2113
Severe: rms_fgdepar=733.6652, expected range: 0.0000 206.3043
Severe: avg_pge=0.9139, expected range: -0.7648 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41936 : out of range
Severe: rms_fgdepar=714.7242, expected range: 0.0000 244.1326
BUFR LAND SYNOP RH2M (%) 12100 : out of range
Severe: rms_fgdepar=33.6160, expected range: 0.0000 12.2176
BUFR LAND SYNOP RH2M (%) 37492 : out of range
Severe: rms_fgdepar=41.2245, expected range: 0.0000 23.4160
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Severe: obs_number=1463.0000, expected range: 1639.3096 1660.6904
Severe: obs_number=1580.0000, expected range: 1833.5051 1882.4949
Considerable: obs_number=450.0000, expected range: 502.9938 552.2562
BUFR LAND SYNOP SURFACE PRESSURE (PA) 14324 : out of range
Severe: rms_fgdepar=348.3091, expected range: 0.0000 116.3605
BUFR LAND SYNOP SURFACE PRESSURE (PA) 11916 : out of range
Severe: rms_fgdepar=623.6439, expected range: 0.0000 128.2701
BUFR LAND SYNOP SURFACE PRESSURE (PA) 30028 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-593.0988, expected range: -193.9753 140.3342
Severe: rms_fgdepar=815.0912, expected range: 0.0000 177.5571
BUFR LAND SYNOP SURFACE PRESSURE (PA) 23078 : out of range
Severe: rms_fgdepar=570.3389, expected range: 0.0000 161.1982
MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=776.0000, expected range: 676.5973 718.9582
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXFG2 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=694.0103, expected range: -116.5849 1333.3457
Severely_persistent: rms_fgdepar=704.5267, expected range: 0.0000 1352.3126
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OYIK2 : out of range
35 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=569.8847, expected range: 354.9645 838.0545
Severely_persistent: rms_fgdepar=572.3303, expected range: 356.8918 837.3210
Severely_persistent: avg_pge=0.8296, expected range: 0.1326 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRDJ3 : out of range
29 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-567.1191, expected range: -728.2221 -291.8779
Severely_persistent: rms_fgdepar=567.4923, expected range: 289.6809 732.3422
Severely_persistent: avg_pge=0.8386, expected range: 0.7352 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRMO4 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=598.3214, expected range: -670.5733 -408.2609
Severely_persistent: rms_fgdepar=598.3214, expected range: 408.2609 670.5733
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6DF6 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=575.5839, expected range: -819.9817 1476.1464
Severely_persistent: rms_fgdepar=575.5839, expected range: 0.0000 1476.7834
Severely_persistent: avg_pge=0.8273, expected range: -1.3727 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HJD9 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=572.1348, expected range: -601.5287 1113.1186
Severely_persistent: rms_fgdepar=577.3413, expected range: 0.0000 1158.9462
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ONGI : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=727.5024, expected range: -928.9722 1463.9842
Severely_persistent: rms_fgdepar=727.5024, expected range: 0.0000 1451.9022
BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAPA7 : out of range
Severe: avg_fgdepar=631.0520, expected range: -1942.7666 2763.1725
Severe: rms_fgdepar=634.5807, expected range: 420.4169 738.5924
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRFB8 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=701.4982, expected range: -693.2037 1188.1939
Severe: rms_fgdepar=713.9516, expected range: 0.0000 1154.0817
Severe: avg_pge=0.8439, expected range: -1.1179 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRQW9 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-762.3142, expected range: -938.1011 812.6093
Severe: rms_fgdepar=762.3142, expected range: 0.0000 457.0998
Severe: avg_pge=0.8886, expected range: -1.2408 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) DACF : out of range
Severe: avg_fgdepar=-866.6751, expected range: -447.5572 0.6434
Severe: rms_fgdepar=974.6491, expected range: 0.0000 448.8920
Severe: avg_pge=0.8215, expected range: 0.1246 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) KLIG : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-511.1537, expected range: -614.8290 -94.7516
Severe: rms_fgdepar=511.1537, expected range: 93.9032 615.9699
Severe: avg_pge=0.8204, expected range: 0.4830 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Considerable: rms_fgdepar=256.0341, expected range: 46.9924 171.9660
Considerable: obs_number=373.0000, expected range: 437.6807 502.4370
buoy
MOORED BUOYS WIND VECTOR DIFF (M/S) 6100198 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8836, expected range: -0.1291 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203641 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8024, expected range: -1.3860 0.7500
metar
METAR SURFACE PRESSURE (PA) FNUE : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=511.0676, expected range: 0.0000 861.7657
METAR SURFACE PRESSURE (PA) DAUL : out of range
Severe: rms_fgdepar=351.4820, expected range: 0.0000 158.9536
METAR SURFACE PRESSURE (PA) GOSP : out of range
Severe: rms_fgdepar=377.4177, expected range: 0.0000 192.2307
AUTOMATIC METAR SURFACE PRESSURE (PA) KJLN : out of range
Severe: rms_fgdepar=465.4234, expected range: 0.0000 163.1927
snow
BUFR LAND SYNOP SNOW (CM) 01361 : out of range
28 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=85.0000, expected range: 91.6787 116.1320
Severely_persistent: rms_fgdepar=85.0000, expected range: 91.6807 116.1325
BUFR LAND SYNOP SNOW (CM) 01435 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=82.5221, expected range: 86.9146 122.2924
Severely_persistent: rms_fgdepar=82.5318, expected range: 86.9175 122.2949
BUFR LAND SYNOP SNOW (CM) 01346 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=74.5492, expected range: 82.8485 94.6830
Severely_persistent: rms_fgdepar=74.5663, expected range: 82.8548 94.6820
BUFR LAND SYNOP SNOW (CM) 01036 : out of range
Severe: avg_fgdepar=-69.5262, expected range: -5.1375 22.7417
Severe: rms_fgdepar=69.5263, expected range: 0.0000 22.5753
t2m
LAND TEMP 2M TEMPERATURE (K) 72376 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8540, expected range: -0.5551 1.4567
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.4624, expected range: -17.5744 -5.8852
Severely_persistent: rms_fgdepar=16.6985, expected range: 6.2653 17.6159
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89625 : out of range
1 times in the last 10 days for at least one item
Severe: avg_est_pge=0.8258, expected range: 0.2046 1.0567
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89047 : out of range
Severe: avg_fgdepar=-15.6780, expected range: -11.5000 6.1567
Severe: rms_fgdepar=15.6897, expected range: 0.0000 10.6294
Severe: avg_est_pge=0.8271, expected range: -0.2444 0.8831
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89598 : out of range
1 times in the last 10 days for at least one item
Severe: avg_est_pge=0.8223, expected range: -0.0041 1.0964
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
Severe: obs_number=1431.0000, expected range: 1840.3052 1864.2831
Considerable: obs_number=1847.0000, expected range: 2217.5984 2401.2251
Considerable: obs_number=494.0000, expected range: 559.6822 639.1414
MANUAL LAND SYNOP 2M TEMPERATURE (K) 40872 : out of range
Severe: avg_fgdepar=-12.1811, expected range: -2.5136 2.4615
Severe: rms_fgdepar=13.1019, expected range: 0.0000 2.8826
MANUAL LAND SYNOP 2M TEMPERATURE (K) 42834 : out of range
Severe: avg_fgdepar=-12.2878, expected range: -4.1704 8.5502
Severe: rms_fgdepar=12.2878, expected range: 0.0000 7.1652
MANUAL LAND SYNOP 2M TEMPERATURE (K) 89606 : out of range
4 times in the last 10 days for at least one item
Severe: avg_est_pge=0.8230, expected range: 0.4666 0.9182
MANUAL LAND SYNOP 2M TEMPERATURE (K) 23527 : out of range
Severe: rms_fgdepar=11.5064, expected range: 0.0000 4.3842
METAR 2M TEMPERATURE (K) MHTG : out of range
Severe: avg_fgdepar=12.2936, expected range: -1.9584 11.0709
Severe: rms_fgdepar=14.6674, expected range: 0.0000 10.2746
METAR 2M TEMPERATURE (K) SBJR : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.1540, expected range: 1.5107 5.3181
BUFR LAND SYNOP 2M TEMPERATURE (K) 42834 : out of range
Severe: avg_fgdepar=-12.4575, expected range: -4.4175 8.6047
Severe: rms_fgdepar=12.4575, expected range: 0.0000 7.2360
BUFR LAND SYNOP 2M TEMPERATURE (K) 89047 : out of range
Severe: avg_fgdepar=-15.7210, expected range: -11.6872 6.0362
Severe: rms_fgdepar=15.7320, expected range: 0.0000 10.7798
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Severe: obs_number=1849.0000, expected range: 2161.4516 2207.8818
LAND TEMP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=79.0000, expected range: 61.6701 68.0442
rh2m
AUTOMATIC LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=1784.0000, expected range: 2074.5962 2400.4627
Considerable: obs_number=1534.0000, expected range: 1670.3044 1806.8721
Considerable: obs_number=1382.0000, expected range: 1740.1990 1825.9121
LAND TEMP RH2M (%) : out of range
Considerable: obs_number=77.0000, expected range: 58.9292 70.5708
BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=1740.0000, expected range: 2019.5660 2099.2575