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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-14 00:00

amsua
NOAA-18 AMSUA RADIANCES CHANNEL 9 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4926, expected range: -0.5865 -0.5832
All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77
cris
NPP CRIS RADIANCES CHANNEL 109 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1123, expected range: 0.1331 0.1422
airs
All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 3675.38 24825.12
mhs
METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=-0.0731, expected range: -0.0244 0.0288
METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
31 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=-0.1233, expected range: -0.0426 0.0464
Severely_persistent: stdev_norm_fgdepar=0.3980, expected range: 0.0370 0.1765
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
Severely_persistent: obs_number=0, expected range: 707.01 3267.49
COSMIC2-E2 GPSRO RISING HEIGHT 24-26 KM : out of range
Slight: avg_norm_fgdepar=0.3423, expected range: -0.0836 0.2248
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.5407, expected range: -19.8855 8.1060
Severely_persistent: rms_fgdepar=14.5407, expected range: 0.0000 19.1442
Severely_persistent: avg_pge=0.9419, expected range: -0.7918 0.7500
LAND TEMP TEMPERATURE (K) 36096 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8454, expected range: -1.2960 0.7500
BUFR TEMP DESCENT WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : missing
8 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 0.0000 397.2003
LAND TEMP WIND VECTOR DIFF (M/S) 35700 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.4146, expected range: 0.0000 8.6815
Severe: avg_pge=0.8620, expected range: -0.4224 0.6005
LAND TEMP TEMPERATURE (K) 35700 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=-12.4642, expected range: -3.1437 1.6056
Severe: rms_fgdepar=12.4830, expected range: 0.0000 3.8751
Severe: avg_pge=0.9151, expected range: -0.4542 0.7190
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8833, expected range: -1.1368 0.7500
LAND TEMP TEMPERATURE (K) 37259 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=9.3337, expected range: 0.0000 5.4334
Severe: avg_pge=0.8428, expected range: -0.8406 0.7500
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=4.1970, expected range: 0.0000 2.3247
LAND TEMP Q (G/KG) 78988 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.9686, expected range: 0.0000 2.7753
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=9.8198, expected range: -0.6205 5.2263
Severe: avg_fgdepar=9.8198, expected range: -0.6205 5.2263
Considerable: rms_fgdepar=9.9413, expected range: 0.0000 5.7058
Considerable: obs_number=759.0000, expected range: 834.8095 868.1905
Considerable: rms_fgdepar=9.9413, expected range: 0.0000 5.7058
HIGH RESO LAND 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: 62.7614 68.2386
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 40 : all data missing
Severe: obs_number=0, expected range: 56.56 172.24
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 54.80 197.86
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=145.0000, expected range: 88.6112 116.4999
airep
AIREP WIND VECTOR DIFF (M/S) AAL9723 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.1178, expected range: 0.0000 8.0462
AIREP WIND VECTOR DIFF (M/S) THY057 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.5436, expected range: -14.4053 29.6053
Severe: rms_fgdepar=22.5436, expected range: 0.0000 35.7346
Severe: avg_pge=0.8263, expected range: -0.5697 0.7500
synop
MANUAL LAND SYNOP RH2M (%) 64750 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8987, expected range: -2.0378 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31123 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8571, expected range: -0.3491 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 72570 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=284.4767, expected range: 0.0000 102.0037
Severely_persistent: avg_pge=0.8047, expected range: -1.1362 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 38191 : out of range
Severe: avg_fgdepar=53.8608, expected range: -24.3501 77.4358
Severe: rms_fgdepar=53.8608, expected range: 0.0000 77.4358
MANUAL LAND SYNOP RH2M (%) 47060 : out of range
Severe: avg_fgdepar=53.2636, expected range: 5.1869 47.3195
Severe: rms_fgdepar=53.8962, expected range: 4.8224 49.4039
MANUAL LAND SYNOP RH2M (%) 41252 : out of range
Severe: rms_fgdepar=40.8644, expected range: 0.0000 13.5539
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62420 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=304.1764, expected range: 0.0000 100.4918
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37801 : out of range
Severe: avg_fgdepar=600.0369, expected range: -365.0872 424.9794
Severe: rms_fgdepar=601.7275, expected range: 0.0000 356.5553
Severe: avg_pge=0.8601, expected range: -1.0089 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62011 : out of range
Severe: rms_fgdepar=361.2597, expected range: 0.0000 119.3135
Severe: avg_pge=0.8326, expected range: 0.0000 0.0000
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40025 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=556.3231, expected range: -127.8550 164.6988
Severe: rms_fgdepar=556.3231, expected range: 7.9996 75.7235
Severe: avg_pge=0.8935, expected range: -0.4056 0.4680
BUFR LAND SYNOP RH2M (%) 08055 : out of range
Severe: rms_fgdepar=35.5709, expected range: 0.0000 16.9220
BUFR LAND SYNOP RH2M (%) 14557 : out of range
Severe: rms_fgdepar=43.2108, expected range: 0.0000 17.7076
BUFR LAND SYNOP RH2M (%) 13367 : out of range
Severe: rms_fgdepar=35.5122, expected range: 0.0000 13.8467
BUFR LAND SYNOP RH2M (%) 08567 : out of range
Severe: rms_fgdepar=33.5352, expected range: 0.0000 18.8295
BUFR LAND SYNOP RH2M (%) 08278 : out of range
Severe: rms_fgdepar=32.3673, expected range: 0.0000 16.9794
BUFR LAND SYNOP RH2M (%) 94449 : out of range
Severe: rms_fgdepar=34.9565, expected range: 0.7857 4.9480
BUFR LAND SYNOP SURFACE PRESSURE (PA) 21931 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8257, expected range: -0.7493 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16114 : out of range
Severe: avg_pge=0.8057, expected range: -1.1650 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=93.0000, expected range: 98.5695 108.2305
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VROO4 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=505.7648, expected range: -1171.0298 1729.2337
Severely_persistent: rms_fgdepar=507.8116, expected range: 0.0000 1884.4767
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=594.6849, expected range: -632.8171 1762.1634
Severely_persistent: rms_fgdepar=594.6849, expected range: 0.0000 1762.4666
Severely_persistent: avg_pge=0.8001, expected range: -0.6521 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) DSPZ2 : out of range
Severe: avg_pge=0.8917, expected range: -1.3637 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V5244 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=516.1328, expected range: -233.5311 192.6628
Severe: rms_fgdepar=516.1328, expected range: 0.0000 203.4162
Severe: avg_pge=0.8097, expected range: -0.5443 0.6797
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6CG4 : out of range
Severe: rms_fgdepar=451.6883, expected range: 77.5775 287.5250
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK36 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=624.7782, expected range: 0.0000 169.8279
Severe: avg_pge=0.8440, expected range: -0.6788 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V3776 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=816.6404, expected range: -801.6520 403.0512
Severe: rms_fgdepar=816.6404, expected range: 0.0000 802.3167
Severe: avg_pge=0.8801, expected range: -1.2950 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRN8 : out of range
Severe: avg_fgdepar=960.9963, expected range: -326.9692 178.4139
Severe: rms_fgdepar=960.9963, expected range: 0.0000 260.2280
Severe: avg_pge=0.8947, expected range: -1.0123 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) DHBN : out of range
Severe: avg_fgdepar=580.8147, expected range: -122.1764 61.9387
Severe: rms_fgdepar=580.8147, expected range: 0.0000 114.6709
Severe: avg_pge=0.8187, expected range: 0.0000 0.0000
buoy
MOORED BUOYS WIND VECTOR DIFF (M/S) 6101007 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=20.1606, expected range: -6.1046 14.3966
Severely_persistent: rms_fgdepar=20.1892, expected range: 0.0000 15.3417
Severely_persistent: avg_pge=0.9398, expected range: -0.8086 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601700 : out of range
Severe: avg_fgdepar=-644.7280, expected range: -192.8552 205.9064
Severe: rms_fgdepar=651.3691, expected range: 0.0000 166.7878
Severe: avg_pge=0.9136, expected range: -0.3736 0.4583
DRIFTING BUOYS SURFACE PRESSURE (PA) 2101661 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=560.2373, expected range: 0.0000 158.9626
DRIFTING BUOYS SURFACE PRESSURE (PA) 6301544 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=367.1652, expected range: 0.0000 145.6189
DRIFTING BUOYS SURFACE PRESSURE (PA) 1601635 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8433, expected range: -0.5096 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=195.0000, expected range: 146.6843 173.9407
metar
METAR SURFACE PRESSURE (PA) VIGG : out of range
Severe: rms_fgdepar=315.8085, expected range: 0.0000 150.4055
METAR SURFACE PRESSURE (PA) GMMH : out of range
Severe: rms_fgdepar=546.8991, expected range: 0.0000 96.0835
snow
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.8466, expected range: 50.7236 56.0557
Severely_persistent: rms_fgdepar=55.8466, expected range: 50.7236 56.0557
MANUAL LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=82.7869, expected range: 44.9873 100.2529
Severely_persistent: rms_fgdepar=82.7869, expected range: 44.9873 100.2529
MANUAL LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=59.7226, expected range: 46.7262 89.6011
Severely_persistent: rms_fgdepar=59.7226, expected range: 46.7262 89.6011
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=-65.8900, expected range: -69.0534 -63.8163
Severely_persistent: rms_fgdepar=65.8900, expected range: 63.8163 69.0539
BUFR LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.9992, expected range: 50.8715 56.1809
Severely_persistent: rms_fgdepar=55.9992, expected range: 50.8715 56.1809
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=-82.2360, expected range: -82.5927 -77.7665
Severely_persistent: rms_fgdepar=82.2368, expected range: 77.7672 82.5951
BUFR LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=80.8378, expected range: 43.7784 97.7835
Severely_persistent: rms_fgdepar=80.8378, expected range: 43.7784 97.7835
BUFR LAND SYNOP SNOW (CM) 47058 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=70.7107, expected range: 98.2136 100.0404
BUFR LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=59.7226, expected range: -31.8344 148.6135
Severely_persistent: rms_fgdepar=59.7226, expected range: 33.9563 96.9706
AUTOMATIC LAND SYNOP SNOW (CM) 11153 : out of range
Severe: rms_fgdepar=15.3961, expected range: 0.0000 8.1043
AUTOMATIC LAND SYNOP SNOW (CM) 11119 : out of range
Severe: rms_fgdepar=30.4723, expected range: 3.3163 17.1835
MANUAL LAND SYNOP SNOW (CM) 35284 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.8336, expected range: 0.0000 6.3521
ROCOB TEMP SNOW (CM) 63700031 : out of range
Severe: rms_fgdepar=31.5955, expected range: 0.0000 6.5610
ROCOB TEMP SNOW (CM) 64301617 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.4371, expected range: 0.0000 2.4001
ROCOB TEMP SNOW (CM) 63306827 : out of range
Severe: rms_fgdepar=16.3214, expected range: 0.0000 5.1246
BUFR LAND SYNOP SNOW (CM) 47050 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=99.0459, expected range: 40.1451 147.1761
Severe: rms_fgdepar=99.0459, expected range: 64.7825 127.7337
BUFR LAND SYNOP SNOW (CM) 47052 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=98.4783, expected range: -91.4164 189.5575
Severe: rms_fgdepar=98.4783, expected range: 0.0000 194.8905
BUFR LAND SYNOP SNOW (CM) 06652 : out of range
Severe: rms_fgdepar=30.3608, expected range: 0.0000 13.1885
BUFR LAND SYNOP SNOW (CM) 11153 : out of range
Severe: rms_fgdepar=15.3550, expected range: 0.0000 6.8380
BUFR LAND SYNOP SNOW (CM) 35284 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.8336, expected range: 0.0000 6.3521
BUFR LAND SYNOP SNOW (CM) 47067 : out of range
Severe: avg_fgdepar=99.2906, expected range: 98.6722 99.4192
Severe: rms_fgdepar=99.2906, expected range: 98.6722 99.4195
BUFR LAND SYNOP SNOW (CM) 01429 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=28.7544, expected range: -3.9780 7.7799
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
31 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.2068, expected range: -18.2796 -10.6314
Severely_persistent: rms_fgdepar=12.3345, expected range: 10.6233 18.5268
METAR 2M TEMPERATURE (K) VYNT : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=12.0251, expected range: 2.4047 17.3979
Severely_persistent: rms_fgdepar=12.5363, expected range: 3.3562 17.2594
METAR 2M TEMPERATURE (K) VECX : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.6962, expected range: -17.4659 0.6756
Severely_persistent: rms_fgdepar=15.0974, expected range: 0.0948 17.6430
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=17.2180, expected range: -7.5433 20.8937
Severely_persistent: rms_fgdepar=17.2298, expected range: 0.0000 20.8454
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71501 : out of range
Severe: rms_fgdepar=11.6518, expected range: 0.0000 4.5886
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58221 : out of range
Severe: avg_fgdepar=12.1501, expected range: -7.8701 12.3607
Severe: rms_fgdepar=12.1501, expected range: 0.0000 11.4112
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58321 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.5252, expected range: -1.9063 12.8169
Severe: rms_fgdepar=12.5252, expected range: 0.0000 12.8169
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58251 : out of range
Severe: avg_fgdepar=12.0378, expected range: -7.2840 11.3607
Severe: rms_fgdepar=12.0378, expected range: 0.0000 10.1769
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 57071 : out of range
Severe: avg_fgdepar=12.3603, expected range: -0.4085 8.7427
Severe: rms_fgdepar=12.3603, expected range: 0.0000 8.7427
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58362 : out of range
Severe: avg_fgdepar=13.0450, expected range: -5.0952 8.8544
Severe: rms_fgdepar=13.0450, expected range: -4.2558 8.4863
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 55773 : out of range
Severe: avg_fgdepar=14.6456, expected range: -4.4920 5.0988
Severe: rms_fgdepar=14.6456, expected range: 0.0000 4.3114
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58208 : out of range
Severe: avg_fgdepar=15.0432, expected range: -1.6908 11.2777
Severe: rms_fgdepar=15.0432, expected range: 0.0000 11.2777
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58338 : out of range
Severe: avg_fgdepar=12.0757, expected range: -2.0470 10.9117
Severe: rms_fgdepar=12.0757, expected range: 0.0000 10.9117
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 28678 : out of range
Severe: rms_fgdepar=11.4115, expected range: 0.0000 3.8543
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-15.1333, expected range: -6.3853 4.3563
Severe: rms_fgdepar=15.1339, expected range: 0.0000 5.9993
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28676 : out of range
Severe: rms_fgdepar=11.4252, expected range: 0.1643 3.4588
MANUAL LAND SYNOP 2M TEMPERATURE (K) 38878 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.3525, expected range: -14.6927 0.7347
Severe: rms_fgdepar=12.4735, expected range: 0.0000 14.8662
METAR 2M TEMPERATURE (K) LIMA : out of range
Severe: avg_fgdepar=13.8515, expected range: -2.6074 4.6486
Severe: rms_fgdepar=13.8515, expected range: 0.0000 4.2858
METAR 2M TEMPERATURE (K) ENSD : out of range
Severe: avg_fgdepar=13.6608, expected range: -3.5004 11.3330
Severe: rms_fgdepar=13.6738, expected range: 0.0000 11.1935
METAR 2M TEMPERATURE (K) LIBF : out of range
Severe: rms_fgdepar=10.2265, expected range: 0.0000 3.8377
METAR 2M TEMPERATURE (K) EFKS : out of range
Severe: rms_fgdepar=11.7590, expected range: 0.0000 4.4692
METAR 2M TEMPERATURE (K) LEGT : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.2754, expected range: 0.0000 9.8420
METAR 2M TEMPERATURE (K) OPRT : out of range
Severe: avg_fgdepar=-12.8584, expected range: -14.4397 7.4618
Severe: rms_fgdepar=12.8682, expected range: 0.0000 11.0067
LAND TEMP 2M TEMPERATURE (K) 25703 : out of range
Severe: avg_fgdepar=-12.8207, expected range: -10.7700 10.5589
Severe: rms_fgdepar=12.8207, expected range: 0.0000 8.8962
BUFR LAND SYNOP 2M TEMPERATURE (K) 01320 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.3765, expected range: -3.2889 10.5897
Severe: rms_fgdepar=12.4323, expected range: 0.0000 10.6377
BUFR LAND SYNOP 2M TEMPERATURE (K) 02801 : out of range
Severe: rms_fgdepar=10.7940, expected range: 0.0000 5.3557
BUFR LAND SYNOP 2M TEMPERATURE (K) 08232 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-15.6504, expected range: -13.3893 10.5117
Severe: rms_fgdepar=15.7997, expected range: -6.7580 13.4361
BUFR LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-15.2282, expected range: -6.4412 4.3058
Severe: rms_fgdepar=15.2288, expected range: 0.0000 6.0639
rh2m
BUFR LAND SYNOP RH2M (%) _3760F5B : out of range
Severe: rms_fgdepar=30.1294, expected range: 0.0000 11.0653