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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-10 12:00

amsua
All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77
NOAA-18 AMSUA RADIANCES CHANNEL 9 : out of range
3 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.5147, expected range: -0.6516 -0.5832
NOAA-19 AMSUA RADIANCES (7 channels affected) : out of range
Considerable: obs_number=5103.0000, expected range: 5335.5995 6234.7535
airs
All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 6014.03 24825.12
mhs
METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
31 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.3824, expected range: 0.0941 0.1500
METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.3661, expected range: 0.1124 0.1765
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 4 : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=9819.0000, expected range: 10810.4524 11807.9006
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 5 : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=9297.0000, expected range: 10208.0369 11177.4925
mwhs2
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 13 : out of range
Considerable: stdev_norm_fgdepar=0.8805, expected range: 0.5490 0.7459
atms
NOAA20 ATMS RADIANCES CHANNEL 9 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5002, expected range: -0.5896 -0.5728
gpsro
All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21
All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 707.01 2913.61
COSMIC2-E3 GPSRO SETTING (12 impact heights affected) : out of range
Considerable: obs_number=1392.0000, expected range: 1719.3512 2647.2370
METOP-B GRAS RISING HEIGHT 16-18 KM : out of range
Slight: avg_norm_fgdepar=-0.1953, expected range: -0.1460 0.0325
resat
METOP-B GOME-2 OZONE, TOP PRESSURE LAYER 12-13 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-3.5731, expected range: -1.2275 1.0773
Radiosondes
LAND TEMP TEMPERATURE (K) 96749 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.1550, expected range: 0.0000 3.0897
LAND TEMP WIND VECTOR DIFF (M/S) 36003 (3 pressure layers affected) : out of range
Severe: rms_fgdepar=22.0611, expected range: 0.0000 6.0821
LAND TEMP WIND VECTOR DIFF (M/S) 36003 (2 pressure layers affected) : out of range
Severe: avg_pge=0.8454, expected range: -0.8730 0.7500
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 56492 PRESSURE LAYER 300-60 : out of range
Severe: avg_fgdepar=29.0842, expected range: -1.1233 11.8348
Severe: rms_fgdepar=31.2034, expected range: 0.0000 12.8831
Severe: avg_pge=0.8872, expected range: -0.2581 0.5450
HIGH RESO LAND TEMP Q (G/KG) 72493 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.4964, expected range: 0.0000 1.3656
All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 118.70 169.30
All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 118.70 169.30
BUFR TEMP DESCENT Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : missing
2 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 466.1737
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=150.0000, expected range: 34.3709 108.6291
HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
Considerable: obs_number=167.0000, expected range: 226.1774 306.4893
amdar
AMDAR WIND VECTOR DIFF (M/S) CNFKQP PRESSURE LAYER 600-900 (HPA) : out of range
14 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=23.5525, expected range: 0.7116 42.4942
WIGOS AMDAR WIND VECTOR DIFF (M/S) WU4GUUJA PRESSURE LAYER 300-600 (HP : out of range
Severe: avg_fgdepar=20.9046, expected range: -1.7726 7.3690
Severe: rms_fgdepar=20.9046, expected range: 0.0000 8.4881
Severe: avg_pge=0.8703, expected range: -0.3559 0.5222
ADS-C WIND VECTOR DIFF (M/S) GXZAOHRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.0042, expected range: 0.0000 20.7484
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 98433 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8747, expected range: 0.5726 0.7500
LAND PILOT WIND VECTOR DIFF (M/S) 41891 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8164, expected range: 0.0564 0.7500
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36083 : out of range
33 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8391, expected range: 0.2141 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 01440 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8523, expected range: -1.0268 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 29363 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8480, expected range: 0.4352 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 56079 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8220, expected range: -0.6967 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 36974 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8592, expected range: -0.4136 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62212 : out of range
Severe: avg_fgdepar=604.7087, expected range: -624.7567 574.9882
Severe: rms_fgdepar=604.7087, expected range: 0.0000 497.3117
Severe: avg_pge=0.8938, expected range: -1.0308 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36974 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8343, expected range: -0.3439 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40025 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=530.0158, expected range: 0.0000 120.5879
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41947 : out of range
Severe: rms_fgdepar=570.3358, expected range: 0.0000 100.4867
MANUAL LAND SYNOP RH2M (%) 35514 : out of range
Severe: rms_fgdepar=45.7917, expected range: 0.0000 19.0021
MANUAL LAND SYNOP RH2M (%) 62455 : out of range
Severe: rms_fgdepar=42.4064, expected range: 0.0000 11.7419
Severe: avg_pge=0.9890, expected range: -0.0021 0.0083
MANUAL LAND SYNOP RH2M (%) 43376 : out of range
Severe: avg_pge=0.9770, expected range: -2.1737 0.7500
MANUAL LAND SYNOP RH2M (%) 60738 : out of range
Severe: rms_fgdepar=39.2271, expected range: 0.0000 19.4278
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04190 : out of range
Severe: avg_pge=0.8096, expected range: -0.6089 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 27459 : out of range
Severe: rms_fgdepar=360.8871, expected range: 0.0000 167.0901
BUFR LAND SYNOP RH2M (%) 94840 : out of range
Severe: rms_fgdepar=36.8055, expected range: 0.0000 18.4720
BUFR LAND SYNOP RH2M (%) 94870 : out of range
Severe: rms_fgdepar=42.8528, expected range: 0.0000 24.6703
Severe: avg_pge=0.9865, expected range: -0.0004 0.0066
BUFR LAND SYNOP RH2M (%) 15143 : out of range
Severe: rms_fgdepar=36.0419, expected range: 0.0000 20.2447
BUFR LAND SYNOP RH2M (%) 94864 : out of range
Severe: avg_fgdepar=51.2502, expected range: -7.8427 16.4745
Severe: rms_fgdepar=51.2502, expected range: 0.0000 16.4745
Severe: avg_pge=0.9520, expected range: -0.3309 0.3817
BUFR LAND SYNOP RH2M (%) 94865 : out of range
Severe: rms_fgdepar=42.7725, expected range: 0.0000 15.7925
Severe: avg_pge=0.9835, expected range: 0.0018 0.0037
BUFR LAND SYNOP RH2M (%) 95807 : out of range
Severe: rms_fgdepar=31.3326, expected range: 0.0000 15.1643
BUFR LAND SYNOP RH2M (%) 94837 : out of range
Severe: rms_fgdepar=49.5197, expected range: 0.0000 16.8918
BUFR LAND SYNOP RH2M (%) 94828 : out of range
Severe: rms_fgdepar=36.9750, expected range: 0.0000 6.6368
BUFR LAND SYNOP RH2M (%) 71409 : out of range
Severe: rms_fgdepar=39.9647, expected range: 0.0000 15.9040
BUFR LAND SYNOP Z (M) 56172 : out of range
Severe: avg_pge=0.9549, expected range: -0.9133 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=60.0000, expected range: 72.7858 97.7142
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46204 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8588, expected range: -1.0285 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) D7HB : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=20.7697, expected range: -11.9854 30.1109
Severely_persistent: rms_fgdepar=20.7701, expected range: 0.0000 30.1123
Severely_persistent: avg_pge=0.9173, expected range: -0.7775 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) LF4X : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8381, expected range: -0.0273 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5NK2 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=888.8102, expected range: 551.9298 1214.5086
Severely_persistent: rms_fgdepar=888.8102, expected range: 551.9298 1214.5086
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VROO4 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=582.3039, expected range: -948.4830 1640.7410
Severely_persistent: rms_fgdepar=636.5237, expected range: 0.0000 1632.7249
SHIP SURFACE PRESSURE (PA) 9HA3047 : out of range
Severe: rms_fgdepar=562.7890, expected range: 0.0000 489.6136
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6UT5 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8079, expected range: -0.3205 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V3776 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=33.1428, expected range: -5.5513 18.2778
Severe: rms_fgdepar=33.1428, expected range: 0.0000 19.7540
Severe: avg_pge=0.9464, expected range: -0.7164 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) KPDL : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=23.8418, expected range: -34.0025 92.9230
Severe: rms_fgdepar=24.3853, expected range: 0.0000 92.9580
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK31 : out of range
Severe: rms_fgdepar=372.2181, expected range: 0.0000 151.7509
BUFR SHIP SYNOP SURFACE PRESSURE (PA) A8PQ4 : out of range
Severe: avg_pge=0.8159, expected range: -1.2344 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) KRAU : out of range
Severe: avg_fgdepar=529.9049, expected range: 315.4210 700.0956
Severe: rms_fgdepar=529.9049, expected range: 315.7048 699.9681
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1701577 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8198, expected range: -0.5158 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6202687 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8120, expected range: 0.7428 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4101719 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=597.0217, expected range: -1100.4465 968.8269
Severely_persistent: rms_fgdepar=599.1086, expected range: -873.3532 1119.8093
Severely_persistent: avg_pge=0.9007, expected range: -1.3593 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1501630 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=414.2346, expected range: 6.7609 85.9358
DRIFTING BUOYS SURFACE PRESSURE (PA) 5601522 : out of range
Severe: rms_fgdepar=316.4073, expected range: 0.0000 73.0929
Severe: avg_pge=0.8069, expected range: 0.0000 0.0000
DRIFTING BUOYS SURFACE PRESSURE (PA) 4801723 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=329.8428, expected range: 0.0000 173.8886
DRIFTING BUOYS SURFACE PRESSURE (PA) 1301608 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-568.6046, expected range: -168.3106 156.3237
Severe: rms_fgdepar=576.9446, expected range: 0.0000 165.3487
Severe: avg_pge=0.8999, expected range: -0.8509 0.7500
metar
METAR SURFACE PRESSURE (PA) GOGK : out of range
Severe: rms_fgdepar=386.5222, expected range: 0.0000 105.7933
METAR SURFACE PRESSURE (PA) FWCL : out of range
Severe: rms_fgdepar=501.6411, expected range: 0.0000 184.6114
METAR SURFACE PRESSURE (PA) RPVP : out of range
Severe: rms_fgdepar=434.5225, expected range: 0.0000 86.9927
AUTOMATIC METAR SURFACE PRESSURE (PA) PACZ : out of range
Severe: rms_fgdepar=339.6741, expected range: 0.0000 134.9240
snow
AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.0542, expected range: -54.8020 -51.1543
Severely_persistent: rms_fgdepar=55.0542, expected range: 51.1543 54.8020
BUFR LAND SYNOP SNOW (CM) 47031 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=99.1517, expected range: 98.7854 100.6445
Severely_persistent: rms_fgdepar=99.1517, expected range: 98.7858 100.6443
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-67.8286, expected range: -67.1561 -63.9581
Severely_persistent: rms_fgdepar=67.8286, expected range: 63.9585 67.1561
BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-80.3568, expected range: -83.4986 -77.4994
Severely_persistent: rms_fgdepar=80.3572, expected range: 77.5012 83.5013
AUTOMATIC LAND SYNOP SNOW (CM) 71604 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=36.3688, expected range: 0.0855 19.1549
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.6018, expected range: -18.4442 -9.5881
Severely_persistent: rms_fgdepar=14.7049, expected range: 9.7401 18.5143
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24361 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.0011, expected range: 0.0000 14.8630
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.9681, expected range: -20.7314 1.5995
Severely_persistent: rms_fgdepar=17.0219, expected range: 0.0000 20.9751
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5128, expected range: -20.2145 12.2808
Severely_persistent: rms_fgdepar=12.5702, expected range: 0.0000 18.0531
METAR 2M TEMPERATURE (K) LTCB : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=14.5510, expected range: 10.3287 22.1124
Severely_persistent: rms_fgdepar=14.8191, expected range: 10.5652 22.0377
METAR 2M TEMPERATURE (K) PAEI : out of range
9 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.0295, expected range: 0.0000 17.6452
BUFR LAND SYNOP 2M TEMPERATURE (K) 24361 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.0107, expected range: -17.9802 9.9214
Severely_persistent: rms_fgdepar=12.0507, expected range: 0.0000 14.8924
BUFR LAND SYNOP 2M TEMPERATURE (K) 85671 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-18.0207, expected range: -18.9747 -12.4824
Severely_persistent: rms_fgdepar=18.0898, expected range: 12.6638 18.9568
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.4718, expected range: -28.6057 10.1819
Severely_persistent: rms_fgdepar=15.5081, expected range: 0.0000 24.6899
BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.0181, expected range: -20.7814 1.5495
Severely_persistent: rms_fgdepar=17.0718, expected range: 0.0000 21.0265
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51747 : out of range
Severe: avg_fgdepar=-12.0820, expected range: -14.8072 6.8152
Severe: rms_fgdepar=12.0820, expected range: 0.0000 13.3263
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24143 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.6180, expected range: -8.9304 6.9840
Severe: rms_fgdepar=12.7122, expected range: 0.0000 7.8600
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24343 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.2759, expected range: -7.4373 3.9810
Severe: rms_fgdepar=13.3057, expected range: 0.0000 7.5287
MANUAL LAND SYNOP 2M TEMPERATURE (K) 31026 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.6853, expected range: 0.1043 4.6693
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22217 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8385, expected range: -3.7312 3.0694
Severe: rms_fgdepar=12.8523, expected range: 0.0000 3.2369
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36897 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.9539, expected range: -11.2666 5.6629
Severe: rms_fgdepar=15.0524, expected range: 0.0000 9.7000
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.4905, expected range: -13.9842 4.4254
Severe: rms_fgdepar=13.1391, expected range: 0.0000 14.6435
METAR 2M TEMPERATURE (K) LTCK : out of range
Severe: avg_fgdepar=-12.5524, expected range: -13.4902 -2.8436
Severe: rms_fgdepar=12.5598, expected range: 3.8070 13.4740
LAND TEMP 2M TEMPERATURE (K) 22217 : out of range
Severe: avg_fgdepar=-12.0443, expected range: -3.9354 3.5407
Severe: rms_fgdepar=12.0443, expected range: -1.9443 3.8394
LAND TEMP 2M TEMPERATURE (K) 65548 : out of range
Severe: avg_fgdepar=-15.7322, expected range: -27.7101 8.2965
Severe: rms_fgdepar=15.7322, expected range: 0.0000 27.7101
BUFR LAND SYNOP 2M TEMPERATURE (K) 24143 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.6669, expected range: -8.9811 6.9251
Severe: rms_fgdepar=12.7608, expected range: 0.0000 7.8737
BUFR LAND SYNOP 2M TEMPERATURE (K) 24343 : out of range
Severe: avg_fgdepar=-13.3195, expected range: -7.4670 3.9139
Severe: rms_fgdepar=13.3505, expected range: 0.0000 7.5498
BUFR LAND SYNOP 2M TEMPERATURE (K) 22217 : out of range
Severe: avg_fgdepar=-12.9313, expected range: -3.8146 2.9986
Severe: rms_fgdepar=12.9450, expected range: 0.0000 3.2956
BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.3661, expected range: -13.8732 4.3193
Severe: rms_fgdepar=13.0148, expected range: 0.0000 14.5841
MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: avg_fgdepar=-5.9952, expected range: -3.6601 0.4000
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: avg_fgdepar=-6.0450, expected range: -3.7093 0.3546
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 94644 : out of range
Severe: rms_fgdepar=31.5517, expected range: 0.0000 17.0600