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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-11-23 00:00

amsua
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6609, expected range: 0.5320 0.5997
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
4 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6998, expected range: 0.5246 0.5821
Considerable: stdev_norm_fgdepar=0.6735, expected range: 0.4616 0.5971
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7161, expected range: 0.5452 0.6011
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6836, expected range: 0.5154 0.5829
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6085, expected range: 0.5199 0.5626
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6772, expected range: 0.4958 0.5438
Severely_persistent: stdev_norm_fgdepar=0.6785, expected range: 0.4344 0.5506
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 5 : out of range
Considerable: obs_number=437.0000, expected range: 649.4589 1493.2687
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 6 : out of range
Considerable: obs_number=437.0000, expected range: 649.4618 1493.2687
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=505.0000, expected range: 774.5225 1656.7481
cris
NOAA20 CRIS RADIANCES CHANNEL 590 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0518, expected range: -0.1990 -0.1914
NOAA20 CRIS RADIANCES CHANNEL 618 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0329, expected range: -0.1249 -0.1022
NOAA20 CRIS RADIANCES CHANNEL 653 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1033, expected range: 0.0371 0.0438
airs
AQUA AIRS RADIANCES CHANNEL 207 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0225, expected range: -0.0109 0.0045
AQUA AIRS RADIANCES CHANNEL 21 : out of range
Considerable: stdev_fgdepar=0.8191, expected range: 0.8711 0.9705
AQUA AIRS RADIANCES CHANNEL 129 : out of range
Considerable: stdev_fgdepar=0.5338, expected range: 0.5763 0.6550
atms
NPP ATMS RADIANCES CHANNEL 14 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.5317, expected range: 0.4136 0.4489
Severely_persistent: avg_biascorr=-0.1402, expected range: -0.0825 -0.0634
Severely_persistent: avg_biascorr=0.0642, expected range: -0.1559 -0.0734
NPP ATMS RADIANCES CHANNEL 15 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=1.0138, expected range: 0.6602 0.7315
Severely_persistent: stdev_fgdepar=0.8517, expected range: 0.5847 0.7198
NPP ATMS RADIANCES CHANNEL 13 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3210, expected range: -0.2886 -0.2476
NPP ATMS RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0822, expected range: -0.3102 -0.2905
NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.3025, expected range: 0.2562 0.2826
Severely_persistent: avg_biascorr=-0.4876, expected range: -0.4481 -0.4159
NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
35 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.5026, expected range: 0.3723 0.3991
Severely_persistent: avg_biascorr=-0.3509, expected range: -0.2938 -0.2922
NOAA20 ATMS RADIANCES CHANNEL 15 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.9987, expected range: 0.6414 0.6636
Severely_persistent: stdev_fgdepar=0.8218, expected range: 0.5058 0.6480
NOAA20 ATMS RADIANCES (5 channels affected) : out of range
3 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.1327, expected range: -0.3692 -0.3590
NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
Considerable: stdev_fgdepar=1.2269, expected range: 0.6677 1.0313
gpsro
KOMPSAT-5 GPSRO SETTING HEIGHT 26-28 KM : out of range
Slight: stdev_norm_fgdepar=1.2628, expected range: 0.7848 1.1123
KOMPSAT-5 GPSRO SETTING HEIGHT 48-50 KM : out of range
Slight: stdev_norm_fgdepar=1.0771, expected range: 0.4546 0.8948
Atmospheric Motion Vector
METEOSAT-11 AMV CLOUDY WV1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 : out of range
Considerable: stdev_press=42.8272, expected range: 34.9461 38.9088
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1010-1011 (HPA) : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-4.1135, expected range: -5.7675 -5.0939
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 100-101 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0034, expected range: 0.0128 0.0180
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
13 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.0267, expected range: 0.0113 0.0113
Radiosondes
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8949, expected range: -0.9455 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 53068 PRESSURE LAYER 900-1200 (HPA : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8150, expected range: -0.7603 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severely_persistent: obs_number=0, expected range: 16.26 278.58
LAND TEMP TEMPERATURE (K) 24507 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.1831, expected range: 0.0000 2.4022
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
Severe: rms_fgdepar=10.6445, expected range: 4.0888 7.3352
HIGH RESO LAND TEMP TEMPERATURE (K) 55299 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=-11.6321, expected range: -2.3710 3.8412
Severe: rms_fgdepar=17.4280, expected range: 0.0000 5.9513
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=-6.4928, expected range: -0.5499 2.0453
Severe: rms_fgdepar=13.1138, expected range: 0.0000 5.2825
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 54374 PRESSURE LAYER 300-60 : out of range
Severe: avg_fgdepar=30.0854, expected range: 0.1631 3.3654
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 54374 (2 pressure layers af : out of range
Severe: rms_fgdepar=30.4869, expected range: 0.5235 3.3547
Severe: avg_pge=0.8922, expected range: -0.0265 0.0301
amdar
AMDAR WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=9.2657, expected range: 1.5738 4.2060
WIGOS AMDAR TEMPERATURE (K) ZIBXRXBA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.5530, expected range: 0.0000 2.1472
Severe: avg_pge=0.8373, expected range: -0.4161 0.7500
ADS-C WIND VECTOR DIFF (M/S) JTYUC5BA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=24.2335, expected range: 0.0000 18.8308
ADS-C WIND VECTOR DIFF (M/S) IPL1CMBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=55.0565, expected range: -0.4089 7.4563
Severe: rms_fgdepar=55.0565, expected range: 0.0000 8.0796
ADS-C WIND VECTOR DIFF (M/S) PR1TTVZA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=18.7835, expected range: 0.0000 9.8216
airep
AIREP WIND VECTOR DIFF (M/S) KLM602 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.9705, expected range: 2.9050 8.2943
synop
AUTOMATIC LAND SYNOP RH2M (%) 89811 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-51.2464, expected range: -99.0423 -0.5024
Severely_persistent: rms_fgdepar=51.7845, expected range: 9.4711 93.8691
BUFR LAND SYNOP RH2M (%) 72384 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.7242, expected range: -17.0993 43.7907
Severely_persistent: rms_fgdepar=57.7242, expected range: 0.0000 43.7907
Severely_persistent: avg_pge=0.9984, expected range: -0.2301 0.2723
BUFR LAND SYNOP SURFACE PRESSURE (PA) 31561 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=588.7164, expected range: -1431.5186 1580.9663
Severely_persistent: rms_fgdepar=592.8745, expected range: -1196.5816 1500.0455
Severely_persistent: avg_pge=0.8666, expected range: -1.5716 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 68342 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9884, expected range: -0.0336 0.0468
MANUAL LAND SYNOP RH2M (%) 94236 : out of range
Severe: rms_fgdepar=35.9025, expected range: 0.0000 16.5271
MANUAL LAND SYNOP RH2M (%) 41697 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8566, expected range: -1.1438 0.7500
MANUAL LAND SYNOP RH2M (%) 62309 : out of range
Severe: rms_fgdepar=40.2168, expected range: 0.0000 11.3727
Severe: avg_pge=0.9833, expected range: -0.0026 0.0095
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40001 : out of range
Severe: rms_fgdepar=533.0724, expected range: 0.0000 220.9548
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76311 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-823.5281, expected range: -247.9949 -4.1190
Severe: rms_fgdepar=823.5281, expected range: 4.4182 248.1085
Severe: avg_pge=0.9250, expected range: -0.5234 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42872 : out of range
Severe: avg_fgdepar=599.6086, expected range: -135.2655 73.6196
Severe: rms_fgdepar=599.6086, expected range: 0.0000 135.2655
Severe: avg_pge=0.8945, expected range: -0.5945 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87544 : out of range
Severe: rms_fgdepar=615.6641, expected range: 0.0000 233.2718
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87305 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=593.3516, expected range: -260.6653 167.1891
Severe: rms_fgdepar=593.3516, expected range: 0.0000 199.4995
Severe: avg_pge=0.8820, expected range: -0.9665 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86255 : out of range
Severe: rms_fgdepar=412.8562, expected range: 0.0000 309.1990
Severe: avg_pge=0.8433, expected range: -0.7166 0.7500
BUFR LAND SYNOP RH2M (%) 94422 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9820, expected range: -1.2930 0.7500
BUFR LAND SYNOP RH2M (%) 94333 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9999, expected range: -1.5928 0.7500
BUFR LAND SYNOP RH2M (%) 94236 : out of range
Severe: rms_fgdepar=37.4552, expected range: -9.7123 14.3237
BUFR LAND SYNOP RH2M (%) 94238 : out of range
Severe: rms_fgdepar=42.9930, expected range: 0.0000 11.3191
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48955 : out of range
Severe: rms_fgdepar=417.9399, expected range: 0.0000 181.8592
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71768 : out of range
Severe: avg_pge=0.8225, expected range: 0.3994 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=61.0000, expected range: 76.7862 94.4638
Considerable: obs_number=87.0000, expected range: 98.1434 119.3566
MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=51.0000, expected range: 66.3973 86.3527
BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=179.0000, expected range: 212.8390 251.6610
Considerable: obs_number=68199.0000, expected range: 33605.0635 47929.9365
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=73.0000, expected range: 113.6043 158.1457
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V8190 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-532.0147, expected range: -1534.0028 950.7819
Severe: rms_fgdepar=532.0147, expected range: 0.0000 1599.0369
Severe: avg_pge=0.8261, expected range: -1.4627 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4612 : out of range
Severe: rms_fgdepar=500.0980, expected range: 0.0000 489.4703
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK32 : out of range
Severe: rms_fgdepar=383.4749, expected range: 0.0000 216.0444
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXVS2 : out of range
Severe: avg_fgdepar=577.0045, expected range: -506.4599 790.3233
Severe: rms_fgdepar=577.0045, expected range: 0.0000 681.5989
Severe: avg_pge=0.8298, expected range: -0.9896 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9409 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=813.8640, expected range: -1054.4592 1082.8164
Severe: rms_fgdepar=813.8640, expected range: 0.0000 876.7763
Severe: avg_pge=0.8738, expected range: -1.2590 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WMCU : out of range
Severe: rms_fgdepar=375.2783, expected range: 0.0000 194.2095
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ONJG : out of range
Severe: rms_fgdepar=16.1213, expected range: 0.0000 5.9606
Severe: avg_pge=0.8973, expected range: -0.6552 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203607 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=785.8144, expected range: -1431.3378 1173.1062
Severely_persistent: rms_fgdepar=786.4448, expected range: 0.0000 1684.6770
Severely_persistent: avg_pge=0.9286, expected range: -1.7117 0.7500
MOORED BUOYS WIND VECTOR DIFF (M/S) 6100196 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.8429, expected range: 0.0000 9.9953
Severe: avg_pge=0.9139, expected range: -0.9022 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 5102790 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=425.0880, expected range: 0.0000 197.6277
Severe: avg_pge=0.8604, expected range: -0.4884 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6501677 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=588.4654, expected range: 0.0000 169.2859
Severe: avg_pge=0.8808, expected range: -0.4937 0.6349
metar
METAR SURFACE PRESSURE (PA) NIUE : out of range
Severe: rms_fgdepar=336.8603, expected range: 0.0000 164.6733
METAR SURFACE PRESSURE (PA) VOGO : out of range
Severe: rms_fgdepar=408.6907, expected range: 0.0000 162.0679
snow
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=66.4656, expected range: 27.5738 96.8300
Severely_persistent: rms_fgdepar=66.4656, expected range: 27.5738 96.8300
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=-63.9828, expected range: -72.3184 -61.4694
Severely_persistent: rms_fgdepar=63.9828, expected range: 61.4694 72.3184
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=66.5011, expected range: 27.4829 96.9083
Severely_persistent: rms_fgdepar=66.5011, expected range: 27.4829 96.9083
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-61.0701, expected range: -88.1830 -22.4696
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.1110, expected range: 22.5110 88.2348
BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=100.0000, expected range: 100.0000 100.0000
BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
20 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=100.0000, expected range: 100.0000 100.0000
AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range
Severe: avg_fgdepar=-51.0273, expected range: -71.1761 -51.2133
Severe: rms_fgdepar=51.0273, expected range: 49.9847 70.2710
BUFR LAND SYNOP SNOW (CM) 47016 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=99.6545, expected range: -1.4833 0.6791
Severe: rms_fgdepar=99.6549, expected range: -0.8243 1.5225
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.1951, expected range: -19.6261 -4.9902
Severely_persistent: rms_fgdepar=14.2990, expected range: 5.3183 19.6392
METAR 2M TEMPERATURE (K) LTCB : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=13.5633, expected range: 3.6704 14.6376
Severely_persistent: rms_fgdepar=13.7665, expected range: 4.8606 14.4930
BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
31 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.7469, expected range: -18.6642 -10.4129
Severely_persistent: rms_fgdepar=14.0148, expected range: 10.6554 18.6943
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.4081, expected range: -14.3357 0.3562
Severely_persistent: rms_fgdepar=14.5173, expected range: 0.0155 14.6619
BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.2735, expected range: -19.7308 -5.0137
Severely_persistent: rms_fgdepar=14.3773, expected range: 5.3415 19.7422
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.2164, expected range: -15.9744 14.3562
Severe: rms_fgdepar=14.2363, expected range: 0.0000 12.1963
MANUAL LAND SYNOP 2M TEMPERATURE (K) 42459 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.0518, expected range: 6.0297 12.7475
Severe: rms_fgdepar=12.0518, expected range: 6.0297 12.7475
LAND TEMP 2M TEMPERATURE (K) 30557 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.6398, expected range: -16.0070 6.6947
Severe: rms_fgdepar=13.6398, expected range: 0.0000 13.4126
BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.3531, expected range: -16.0950 14.3560
Severe: rms_fgdepar=14.3727, expected range: 0.0000 12.3538
BUFR LAND SYNOP 2M TEMPERATURE (K) 42459 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.0018, expected range: 5.9797 12.6975
Severe: rms_fgdepar=12.0018, expected range: 5.9797 12.6975
MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=80.0000, expected range: 116.4629 186.5371
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=98341.0000, expected range: 66646.5255 75401.7245
Considerable: obs_number=184.0000, expected range: 225.2000 280.3000
rh2m
MANUAL LAND SYNOP RH2M (%) 83721 : out of range
Severe: rms_fgdepar=30.2061, expected range: 0.0000 15.3980
MANUAL LAND SYNOP RH2M (%) 67781 : out of range
Severe: rms_fgdepar=37.5072, expected range: 0.0000 19.6395
MANUAL LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=90.0000, expected range: 131.2117 138.0515
METAR RH2M (%) SBKP : out of range
Severe: rms_fgdepar=32.3578, expected range: 0.1109 17.2751