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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-09-25 00:00

airs
AQUA AIRS RADIANCES CHANNEL 40 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0576, expected range: 0.0753 0.0888
AQUA AIRS RADIANCES CHANNEL 92 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2251, expected range: -0.2047 -0.1948
AQUA AIRS RADIANCES CHANNEL 93 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0962, expected range: -0.0662 -0.0656
AQUA AIRS RADIANCES CHANNEL 105 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1235, expected range: 0.1413 0.1444
AQUA AIRS RADIANCES CHANNEL 110 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0166, expected range: 0.0380 0.0388
Severely_persistent: avg_biascorr=-0.0191, expected range: -0.1075 -0.0727
Severely_persistent: avg_biascorr=-0.0274, expected range: -0.3762 -0.1875
AQUA AIRS RADIANCES CHANNEL 111 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0600, expected range: -0.0406 -0.0334
AQUA AIRS RADIANCES CHANNEL 117 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0000, expected range: 0.0319 0.0451
Severely_persistent: avg_biascorr=-0.0592, expected range: -0.1249 -0.0909
AQUA AIRS RADIANCES CHANNEL 123 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1072, expected range: -0.0765 -0.0759
AQUA AIRS RADIANCES CHANNEL 128 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0289, expected range: 0.0691 0.0797
Severely_persistent: avg_biascorr=-0.0170, expected range: -0.5667 -0.2828
AQUA AIRS RADIANCES CHANNEL 129 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1158, expected range: -0.0800 -0.0702
Severely_persistent: avg_biascorr=-0.1072, expected range: -0.1822 -0.1793
Severely_persistent: avg_biascorr=-0.0113, expected range: -0.4780 -0.2529
AQUA AIRS RADIANCES CHANNEL 20 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1437, expected range: 0.0790 0.1119
AQUA AIRS RADIANCES CHANNEL 69 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1480, expected range: -0.3072 -0.2410
Severely_persistent: avg_biascorr=-0.3974, expected range: -0.9499 -0.6894
AQUA AIRS RADIANCES CHANNEL 104 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0301, expected range: -0.1292 -0.0869
AQUA AIRS RADIANCES CHANNEL 116 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0410, expected range: -0.1542 -0.1103
Severely_persistent: avg_biascorr=-0.1020, expected range: -0.5619 -0.3134
AQUA AIRS RADIANCES CHANNEL 138 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1095, expected range: -0.2749 -0.1068
atms
NPP ATMS RADIANCES CHANNEL 10 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2158, expected range: -0.1940 -0.1769
NPP ATMS RADIANCES CHANNEL 11 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1719, expected range: -0.1497 -0.1294
NPP ATMS RADIANCES CHANNEL 12 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2482, expected range: -0.2092 -0.1791
NPP ATMS RADIANCES CHANNEL 8 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.6871, expected range: -0.6076 -0.5131
NPP ATMS RADIANCES CHANNEL 9 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5964, expected range: -0.4580 -0.4073
NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3554, expected range: -0.3168 -0.2716
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 17 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-2.4875, expected range: -2.8794 -2.6872
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1010-1011 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-4.1378, expected range: -3.3301 -3.2789
NOAA-19 SBUV OZONE, TOP (21 pressure layers affected) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: obs_number=7.0000, expected range: 51.2578 66.8749
Radiosondes
LAND TEMP Q (G/KG) 41217 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=6.1306, expected range: 0.0000 10.3430
LAND TEMP TEMPERATURE (K) 36872 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.6762, expected range: 0.4281 3.9881
LAND TEMP TEMPERATURE (K) 24908 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.4699, expected range: 0.0000 2.1727
LAND TEMP WIND VECTOR DIFF (M/S) 35700 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.5591, expected range: 0.1415 5.7846
LAND TEMP WIND VECTOR DIFF (M/S) 32061 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=18.2998, expected range: 0.0333 7.2053
HIGH RESO LAND TEMP Q (G/KG) 68424 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.2292, expected range: 0.0000 1.1802
HIGH RESO LAND TEMP Q (G/KG) 72797 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.2411, expected range: 0.0072 0.9897
HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=927.0000, expected range: 429.2281 493.0219
Considerable: obs_number=14168.0000, expected range: 7709.7329 9190.0171
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 04220 PRESSURE LAYER 300-60 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.4163, expected range: -25.8985 37.7789
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 48 : all data missing
Severe: obs_number=0, expected range: 143.36 182.64
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 76 : all data missing
Severe: obs_number=0, expected range: 31.25 576.75
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range
Considerable: obs_number=58.0000, expected range: 88.8180 97.6820
amdar
AMDAR TEMPERATURE (K) JP9Z58UZ PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=13.2785, expected range: -1.0444 1.4618
AMDAR TEMPERATURE (K) JP9Z58UZ (3 pressure layers affected) : out of range
Severe: rms_fgdepar=13.3482, expected range: 0.0000 1.5266
Severe: avg_pge=0.9122, expected range: -0.0541 0.0665
WIGOS AMDAR WIND VECTOR DIFF (M/S) EU0663 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=21.3405, expected range: -2.1794 8.0559
WIGOS AMDAR WIND VECTOR DIFF (M/S) EU0663 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=22.5052, expected range: 0.0000 8.7262
Severe: avg_pge=0.8776, expected range: -0.5092 0.7500
WIGOS AMDAR Q (G/KG) BSTXQVBA PRESSURE LAYER 900-1200 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-6.3381, expected range: -8.0544 -0.8754
Severe: rms_fgdepar=6.4286, expected range: 0.7245 8.4502
MODE-S WIND VECTOR DIFF (M/S) M735DD5 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=19.1137, expected range: 0.0000 7.1164
MODE-S WIND VECTOR DIFF (M/S) ME10767 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.3436, expected range: 0.9597 2.8091
MODE-S WIND VECTOR DIFF (M/S) M4A88A0 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=15.1505, expected range: 0.0000 6.7965
ADS-C WIND VECTOR DIFF (M/S) 1FZYW3BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.8535, expected range: 0.0000 9.5830
ADS-C WIND VECTOR DIFF (M/S) SRAHMGBA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.3960, expected range: 0.0000 32.6954
ADS-C WIND VECTOR DIFF (M/S) VAYCOOBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.3477, expected range: 1.5209 6.7520
ADS-C WIND VECTOR DIFF (M/S) UDGEC5JA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.5526, expected range: 0.0000 23.8064
ADS-C WIND VECTOR DIFF (M/S) IMDY5LJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.9813, expected range: 0.0000 7.8145
ADS-C WIND VECTOR DIFF (M/S) WN5UC5RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.7212, expected range: 0.0000 15.4909
airep
AIREP WIND VECTOR DIFF (M/S) AAL220 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.5269, expected range: 0.0000 11.0305
AIREP WIND VECTOR DIFF (M/S) UAL930 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0488, expected range: 0.0000 6.3723
AIREP WIND VECTOR DIFF (M/S) NBT702 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=31.9774, expected range: 0.6036 7.2163
AIREP WIND VECTOR DIFF (M/S) KLM644 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.4900, expected range: 1.1428 5.3597
AIREP WIND VECTOR DIFF (M/S) ACA864 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.8716, expected range: 0.0000 33.1919
AIREP WIND VECTOR DIFF (M/S) UAL84 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.9094, expected range: 0.0000 7.3512
AIREP WIND VECTOR DIFF (M/S) VIR10H PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.5670, expected range: 0.1198 8.4011
AIREP WIND VECTOR DIFF (M/S) BAW81V PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.3857, expected range: 0.8002 7.2365
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 01104 PRESSURE LAYER 600-900 : out of range
Severe: rms_fgdepar=17.1696, expected range: 0.0000 7.3301
Severe: avg_pge=0.8600, expected range: -0.1795 0.2627
All EUROPEAN WIND PROFILER ALL LAYERS South West Pacific : all data missing
Severe: obs_number=0, expected range: 351.78 629.72
All EUROPEAN WIND PROFILER ALL LAYERS West pacific Tropica : all data missing
Severe: obs_number=0, expected range: 351.78 629.72
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42170 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0647, expected range: 0.9490 5.0000
synop
All AUTOMATIC LAND SYNOP WMO BLOCK 17 : all data missing
Severely_persistent: obs_number=0, expected range: 13.79 238.88
All AUTOMATIC LAND SYNOP WMO BLOCK 18 : all data missing
Severely_persistent: obs_number=0, expected range: 185.74 698.59
AUTOMATIC LAND SYNOP RH2M (%) 28678 : out of range
Severe: rms_fgdepar=38.9813, expected range: 0.0000 15.4756
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 04373 : out of range
Severe: rms_fgdepar=359.7983, expected range: 0.0000 187.2605
MANUAL LAND SYNOP RH2M (%) 38511 : out of range
Severe: rms_fgdepar=32.0306, expected range: 0.0000 16.6002
MANUAL LAND SYNOP RH2M (%) 76122 : out of range
Severe: avg_pge=0.9668, expected range: -0.5795 0.7500
MANUAL LAND SYNOP RH2M (%) 41246 : out of range
Severe: rms_fgdepar=34.7031, expected range: 0.0000 14.0056
Severe: avg_pge=0.9594, expected range: -0.1791 0.2143
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60355 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8264, expected range: -0.5296 0.7500
BUFR LAND SYNOP RH2M (%) 76122 : out of range
Severe: avg_pge=0.9648, expected range: -0.5554 0.7500
BUFR LAND SYNOP RH2M (%) 17195 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=41.7060, expected range: 0.0000 21.5869
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04360 : out of range
Severe: rms_fgdepar=532.7995, expected range: 0.0000 109.7030
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04153 : out of range
Severe: rms_fgdepar=342.2381, expected range: 0.0000 63.7803
BUFR LAND SYNOP SURFACE PRESSURE (PA) 36953 : out of range
Severe: rms_fgdepar=628.4379, expected range: 0.0000 396.4010
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04814 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=352.6329, expected range: 0.0000 152.6999
Severe: avg_pge=0.8181, expected range: -0.5343 0.7401
BUFR LAND SYNOP SURFACE PRESSURE (PA) 41535 : out of range
Severe: avg_pge=0.8225, expected range: -0.1941 0.7500
ship
SHIP SURFACE PRESSURE (PA) 9HA3047 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8486, expected range: -0.8943 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRLJ4 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=1378.0619, expected range: 1237.7508 1344.4537
Severely_persistent: rms_fgdepar=1378.0619, expected range: 1240.3132 1342.5998
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRD7 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=697.6443, expected range: 216.7647 1173.1449
Severely_persistent: rms_fgdepar=705.5864, expected range: 217.0572 1177.7562
BUFR SHIP SYNOP SURFACE PRESSURE (PA) KIAB : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=648.9816, expected range: 275.7961 942.9566
Severely_persistent: rms_fgdepar=648.9816, expected range: 275.7961 942.9566
Severely_persistent: avg_pge=0.8360, expected range: 0.6442 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VABC : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=857.0259, expected range: -1615.9965 2179.7691
Severely_persistent: rms_fgdepar=864.8573, expected range: 0.0000 1726.7252
BUFR SHIP SYNOP SURFACE PRESSURE (PA) CQNL : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-531.2569, expected range: -1460.9429 1428.6125
Severely_persistent: rms_fgdepar=723.7639, expected range: 0.0000 1003.5011
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7A5552 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=907.3226, expected range: 586.9478 1247.4395
Severe: rms_fgdepar=917.7694, expected range: 587.9251 1255.3337
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5VC2 : out of range
Severe: avg_fgdepar=956.1399, expected range: -297.5720 245.2890
Severe: rms_fgdepar=956.1399, expected range: 0.0000 201.2137
Severe: avg_pge=0.8918, expected range: -0.3713 0.4321
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRD6 : out of range
Severe: avg_pge=0.8095, expected range: -0.5300 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDE3569 : out of range
Severe: avg_fgdepar=1019.0317, expected range: -205.9375 359.1526
Severe: rms_fgdepar=1109.5645, expected range: 0.0000 330.3865
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WUSD : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=333.0717, expected range: 0.0000 146.0798
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KKU : out of range
Severe: avg_fgdepar=515.1548, expected range: -589.8958 1214.3577
Severe: rms_fgdepar=515.1548, expected range: 0.0000 1028.8096
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6501670 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8758, expected range: -0.7640 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4101849 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-802.6157, expected range: -417.9709 404.0044
Severely_persistent: rms_fgdepar=802.6157, expected range: 0.0000 1226.9812
Severely_persistent: avg_pge=0.9298, expected range: -1.5346 0.7500
metar
METAR SURFACE PRESSURE (PA) HTMH : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=912.1658, expected range: 754.4170 934.2860
Severely_persistent: rms_fgdepar=912.1658, expected range: 754.8650 934.3221
METAR SURFACE PRESSURE (PA) TNCA : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=353.5443, expected range: 0.0000 141.4394
snow
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-749.3234, expected range: -793.5039 -764.9214
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=749.9447, expected range: 764.9245 793.5257
BUFR LAND SYNOP SNOW (CM) _MI1F9AC : out of range
27 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=52.8571, expected range: 42.1807 63.7166
BUFR LAND SYNOP SNOW (CM) _MI1F9AC : out of range
27 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=53.4531, expected range: 42.9604 64.6359
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71052 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.2991, expected range: -15.8317 -3.7649
Severely_persistent: rms_fgdepar=13.4636, expected range: 3.7656 15.8345
METAR 2M TEMPERATURE (K) KTLH : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.2702, expected range: -26.9571 7.0533
Severely_persistent: rms_fgdepar=16.2702, expected range: 0.4156 22.2875
BUFR LAND SYNOP 2M TEMPERATURE (K) 71052 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.9671, expected range: -14.8786 -4.1696
Severely_persistent: rms_fgdepar=13.1363, expected range: 4.1814 14.8875
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
28 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.3160, expected range: -23.0724 -6.5322
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
28 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.3166, expected range: 6.5998 23.1185
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 53502 : out of range
Severe: avg_fgdepar=12.2304, expected range: 2.2107 12.1758
Severe: rms_fgdepar=12.2304, expected range: 2.2107 12.1758
MANUAL LAND SYNOP 2M TEMPERATURE (K) 71965 : out of range
Severe: rms_fgdepar=12.3039, expected range: 0.1874 11.0520
METAR 2M TEMPERATURE (K) GCXO : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-15.4987, expected range: -2.6474 1.8032
Severe: rms_fgdepar=15.6157, expected range: 0.0000 4.1944
METAR 2M TEMPERATURE (K) SEGZ : out of range
Severe: avg_fgdepar=12.7958, expected range: -3.9633 13.2744
Severe: rms_fgdepar=12.7958, expected range: 0.0000 12.0770
BUFR LAND SYNOP 2M TEMPERATURE (K) 71965 : out of range
Severe: rms_fgdepar=12.1738, expected range: 0.2248 11.0475
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 51644 : out of range
Severe: rms_fgdepar=34.7668, expected range: 0.0000 16.9316