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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-18 00:00

amsua
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0434, expected range: -0.0736 -0.0695
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0876, expected range: 0.1542 0.1638
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5822, expected range: -0.4709 -0.4668
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5598, expected range: -0.5188 -0.4946
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2354, expected range: -0.1727 -0.1627
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2058, expected range: 0.3147 0.3167
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
3 times in the last 10 days for at least one item
Considerable: stdev_norm_fgdepar=0.7296, expected range: 0.5770 0.6712
iasi
METOP-C IASI RADIANCES CHANNEL 254 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0904, expected range: 0.0738 0.0829
METOP-C IASI RADIANCES CHANNEL 262 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0579, expected range: 0.0344 0.0407
METOP-C IASI RADIANCES CHANNEL 269 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0708, expected range: -0.0992 -0.0858
atms
NPP ATMS RADIANCES CHANNEL 19 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1410, expected range: -0.2033 -0.1786
NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0144, expected range: -0.0264 -0.0164
NPP ATMS RADIANCES CHANNEL 12 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.2626, expected range: 0.1837 0.2250
Severely_persistent: avg_biascorr=-0.5164, expected range: -0.4307 -0.3936
NPP ATMS RADIANCES CHANNEL 13 : out of range
23 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4557, expected range: -0.3684 -0.3167
NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2416, expected range: -0.3054 -0.2913
NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5251, expected range: 0.4538 0.4639
NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.2496, expected range: 0.1403 0.2022
NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.6563, expected range: -0.5878 -0.5043
Atmospheric Motion Vector
AQUA MODIS CLEAR WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Considerable: obs_number=1378.0000, expected range: 260.0936 790.0176
scatt
HY-2B SCATTEROMETER WIND VECTOR DIFF (M/S) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=40980.0000, expected range: 80740.0325 164254.2175
Radiosondes
LAND TEMP TEMPERATURE (K) 61442 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8147, expected range: -0.2208 0.7500
LAND TEMP TEMPERATURE (K) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.8229, expected range: -0.5366 0.7500
LAND TEMP WIND VECTOR DIFF (M/S) 29231 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.8511, expected range: -1.2566 6.7003
LAND TEMP WIND VECTOR DIFF (M/S) 29231 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=20.8511, expected range: 0.0000 7.2951
Severe: avg_pge=0.8530, expected range: -0.2643 0.3939
LAND TEMP WIND VECTOR DIFF (M/S) 40766 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=19.9836, expected range: 2.3506 9.0229
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=1.4112, expected range: 0.1939 0.7866
HIGH RESO LAND TEMP Q (G/KG) 91938 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=3.0465, expected range: 0.0000 1.5130
HIGH RESO LAND TEMP Q (G/KG) 54374 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.3332, expected range: 0.0000 0.9499
HIGH RESO LAND TEMP Q (G/KG) 10184 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.1126, expected range: 0.0000 0.8668
HIGH RESO LAND TEMP TEMPERATURE (K) 72562 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.0626, expected range: 0.0000 4.3148
Severe: avg_pge=0.8947, expected range: -1.0180 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 52267 PRESSURE LAYER 900-1200 (HPA : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=7.8530, expected range: 0.0000 6.3210
Severe: avg_pge=0.8804, expected range: -0.8037 0.7500
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : missing
Severe: obs_number=0.0000, expected range: 12.3049 214.9328
Considerable: obs_number=174.0000, expected range: 79.4228 134.8272
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 100.42 192.78
HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=468.0000, expected range: 547.4069 573.5931
amdar
AMDAR WIND VECTOR DIFF (M/S) (2 pressure layers affected) : missing
2 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 261.5722
WIGOS AMDAR WIND VECTOR DIFF (M/S) BHVEILJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.2621, expected range: 0.0000 11.4186
Severe: avg_pge=0.8647, expected range: -0.4461 0.5843
WIGOS AMDAR WIND VECTOR DIFF (M/S) UNXQOHRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8641, expected range: 0.0000 6.3015
WIGOS AMDAR WIND VECTOR DIFF (M/S) 44JWUWRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.0029, expected range: 0.2128 8.8262
airep
AIREP WIND VECTOR DIFF (M/S) ELY014 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.4673, expected range: 0.0000 6.8618
AIREP WIND VECTOR DIFF (M/S) KLM749 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.4090, expected range: 0.0000 9.1265
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 03601 PRESSURE LAYER 600-900 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=18.3290, expected range: 0.0000 10.1319
Severe: avg_pge=0.8839, expected range: -0.5589 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=705.0000, expected range: 1061.2207 1245.5293
Considerable: obs_number=705.0000, expected range: 1061.2207 1245.5293
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=1941.0000, expected range: 2257.6273 2623.8727
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 48453 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.3329, expected range: 0.0000 22.0525
LAND PILOT WIND VECTOR DIFF (M/S) 42874 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=18.6600, expected range: 1.2246 5.8199
synop
MANUAL LAND SYNOP RH2M (%) 42770 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.3897, expected range: 2.0022 82.5173
Severely_persistent: rms_fgdepar=57.3897, expected range: 2.0022 82.5173
Severely_persistent: avg_pge=1.0000, expected range: -0.6270 0.7500
MANUAL LAND SYNOP RH2M (%) 42473 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9998, expected range: -1.2923 0.7500
MANUAL LAND SYNOP RH2M (%) 41697 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9001, expected range: 0.3949 0.7500
MANUAL LAND SYNOP RH2M (%) 42459 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9412, expected range: -1.7527 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 34601 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=698.0056, expected range: -162.7661 223.7750
Severely_persistent: rms_fgdepar=698.0056, expected range: 0.0000 202.5060
Severely_persistent: avg_pge=0.9135, expected range: -1.4106 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-624.0735, expected range: -692.0580 -537.1230
Severely_persistent: rms_fgdepar=624.1011, expected range: 526.7353 683.0764
BUFR LAND SYNOP SURFACE PRESSURE (PA) 86662 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=459.6154, expected range: 0.0000 115.9459
Severely_persistent: avg_pge=0.8524, expected range: -1.2360 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-930.0396, expected range: -1054.7766 -733.7772
Severely_persistent: rms_fgdepar=930.0613, expected range: 729.2424 1028.1378
BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8883, expected range: -0.2346 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 68493 : out of range
Severe: rms_fgdepar=45.8182, expected range: 0.0000 44.9731
Severe: avg_pge=0.9030, expected range: -0.0435 0.0600
MANUAL LAND SYNOP RH2M (%) 16597 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8900, expected range: -1.3943 0.7500
MANUAL LAND SYNOP RH2M (%) 42588 : out of range
Severe: avg_pge=0.8872, expected range: -0.1290 0.1644
MANUAL LAND SYNOP RH2M (%) 78719 : out of range
Severe: avg_fgdepar=55.7922, expected range: -23.8383 21.1048
Severe: rms_fgdepar=55.7922, expected range: 0.0000 25.2356
Severe: avg_pge=0.9901, expected range: 0.0012 0.0046
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62120 : out of range
Severe: avg_pge=0.8324, expected range: -0.9996 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42661 : out of range
Severe: avg_fgdepar=-559.4308, expected range: -495.3184 433.1194
Severe: rms_fgdepar=559.4308, expected range: 0.0000 401.5860
Severe: avg_pge=0.8996, expected range: -1.0492 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38413 : out of range
Severe: rms_fgdepar=550.4142, expected range: 0.0000 327.6682
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91425 : out of range
Severe: rms_fgdepar=401.2210, expected range: 0.0000 116.5685
BUFR LAND SYNOP RH2M (%) 94321 : out of range
Severe: rms_fgdepar=36.4675, expected range: 0.0000 11.4550
BUFR LAND SYNOP RH2M (%) 04162 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-62.4052, expected range: -5.3117 27.2115
Severe: rms_fgdepar=62.4252, expected range: 0.0000 27.0964
Severe: avg_pge=0.9982, expected range: -0.0038 0.0126
BUFR LAND SYNOP RH2M (%) 94474 : out of range
Severe: rms_fgdepar=47.0064, expected range: 0.0000 12.0026
BUFR LAND SYNOP RH2M (%) 02325 : out of range
Severe: rms_fgdepar=34.6158, expected range: 0.0000 12.4393
BUFR LAND SYNOP RH2M (%) 96147 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-62.6902, expected range: -146.1495 100.0344
Severe: rms_fgdepar=62.8840, expected range: 0.0000 129.7609
BUFR LAND SYNOP SURFACE PRESSURE (PA) 86710 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=425.2201, expected range: 0.0000 202.3120
Severe: avg_pge=0.8774, expected range: -0.4364 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 38344 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=699.8593, expected range: -101.8530 115.2746
Severe: rms_fgdepar=705.9478, expected range: 0.0000 225.7026
Severe: avg_pge=0.9050, expected range: -0.4831 0.6646
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94525 : out of range
Severe: rms_fgdepar=489.6023, expected range: 0.0000 124.4033
Severe: avg_pge=0.8963, expected range: -0.4320 0.4903
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2IYH3 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=572.0207, expected range: -235.9068 1434.9073
Severely_persistent: rms_fgdepar=577.5276, expected range: 0.0000 1480.2639
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 45024 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8763, expected range: 0.6868 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6PZ8 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8046, expected range: 0.6449 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRBJ9 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=28.6624, expected range: -16.1663 26.7662
Severe: rms_fgdepar=28.6624, expected range: 0.0000 34.5536
Severe: avg_pge=0.9428, expected range: -0.8884 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6402550 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8452, expected range: -1.0050 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 3101601 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=495.5409, expected range: 0.0000 236.0405
Severe: avg_pge=0.8536, expected range: -0.2204 0.2653
DRIFTING BUOYS SURFACE PRESSURE (PA) 3301611 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=449.4117, expected range: 0.0000 186.8073
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203613 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-519.0427, expected range: -380.6636 440.5681
Severe: rms_fgdepar=528.6073, expected range: 0.0000 487.0708
Severe: avg_pge=0.8887, expected range: -1.0761 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 3301575 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-507.3972, expected range: -303.2595 328.6157
Severe: rms_fgdepar=535.3469, expected range: 0.0000 313.0165
Severe: avg_pge=0.8832, expected range: -0.9615 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 5601697 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=328.9958, expected range: 0.0000 169.2165
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203649 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=467.2805, expected range: 14.3110 70.5994
MOORED BUOYS WIND VECTOR DIFF (M/S) : out of range
3 times in the last 10 days for at least one item
Considerable: obs_number=121.0000, expected range: 138.4066 173.0052
metar
METAR SURFACE PRESSURE (PA) LGSY : out of range
Severe: rms_fgdepar=362.0064, expected range: 0.0000 109.7879
snow
BUFR LAND SYNOP SNOW (CM) 01361 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=68.2176, expected range: 42.1318 74.0035
Severely_persistent: rms_fgdepar=68.2190, expected range: 42.1400 74.0046
BUFR LAND SYNOP SNOW (CM) 01003 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-70.0028, expected range: -78.7241 -69.7722
Severely_persistent: rms_fgdepar=70.0028, expected range: 69.7722 78.7241
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-746.4480, expected range: -746.6124 -720.5853
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=746.4483, expected range: 720.5854 746.6133
BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=51.1842, expected range: 50.2888 66.1437
BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=51.2235, expected range: 50.3081 66.2027
BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=91.8049, expected range: 85.8899 111.1354
BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=91.8083, expected range: 85.9003 111.1669
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-92.1528, expected range: -93.1737 -87.7304
Severely_persistent: rms_fgdepar=92.1535, expected range: 87.7305 93.1740
BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=68.5000, expected range: 82.7120 124.4945
BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=68.5055, expected range: 82.7261 124.4915
MANUAL LAND SYNOP SNOW (CM) 23345 : out of range
Severe: rms_fgdepar=15.6248, expected range: 1.0219 8.0261
t2m
METAR 2M TEMPERATURE (K) UGMS : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=12.1170, expected range: 7.2852 15.2546
Severely_persistent: rms_fgdepar=12.2629, expected range: 7.3858 15.2827
LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.1749, expected range: -25.1314 7.6482
Severely_persistent: rms_fgdepar=14.3079, expected range: 0.0000 25.2544
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.3804, expected range: -39.4566 18.8922
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=16.3926, expected range: 5.3589 22.5354
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.6144, expected range: -20.0909 -3.0946
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=15.6422, expected range: 3.5763 19.8349
MANUAL LAND SYNOP 2M TEMPERATURE (K) 67965 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=18.7256, expected range: -5.2976 4.8909
Severe: rms_fgdepar=18.7256, expected range: -2.7901 5.1614
MANUAL LAND SYNOP 2M TEMPERATURE (K) 64758 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.7811, expected range: 0.0000 5.7816
METAR 2M TEMPERATURE (K) OIBH : out of range
Severe: rms_fgdepar=12.7491, expected range: 0.1045 9.1832
BUFR LAND SYNOP 2M TEMPERATURE (K) _070FF49 : out of range
Severe: avg_fgdepar=12.4476, expected range: -5.2462 14.3057
BUFR LAND SYNOP 2M TEMPERATURE (K) _070FF49 : out of range
Severe: rms_fgdepar=12.8672, expected range: 0.0000 15.1308