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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-23 00:00

amsua
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=-0.2296, expected range: -0.2080 -0.2069
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0856, expected range: -0.1055 -0.0955
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4629, expected range: -0.4142 -0.4081
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=-0.0892, expected range: -0.1407 -0.1320
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 6 : out of range
3 times in the last 10 days for at least one item
Severe: avg_norm_fgdepar=0.2717, expected range: -0.0860 0.0825
Severe: stdev_norm_fgdepar=1.2703, expected range: 0.7723 1.0210
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
2 times in the last 10 days for at least one item
Severe: stdev_norm_fgdepar=1.3522, expected range: 0.8023 1.0707
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
2 times in the last 10 days for at least one item
Severe: stdev_norm_fgdepar=0.0057, expected range: 0.0036 0.0048
AMSUA EARS
NOAA-18 AMSUA RADIANCES CHANNEL 7 : out of range
Severe: stdev_norm_fgdepar=0.0095, expected range: 0.0049 0.0075
NOAA-18 AMSUA RADIANCES CHANNEL 11 : out of range
2 times in the last 10 days for at least one item
Severe: stdev_norm_fgdepar=0.0138, expected range: 0.0062 0.0097
iasi
METOP-B IASI RADIANCES CHANNEL 3452 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1507, expected range: -0.1126 -0.0684
METOP-B IASI RADIANCES CHANNEL 3248 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0259, expected range: -0.1469 -0.0822
METOP-B IASI RADIANCES CHANNEL 3252 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1962, expected range: -0.1762 -0.1585
METOP-B IASI RADIANCES CHANNEL 3446 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2786, expected range: -0.2187 -0.1522
METOP-B IASI RADIANCES CHANNEL 3509 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2868, expected range: -0.2647 -0.2364
METOP-C IASI RADIANCES CHANNEL 3248 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0439, expected range: -0.1407 -0.0942
Slight: stdev_fgdepar=0.6842, expected range: 0.4122 0.6018
METOP-C IASI RADIANCES CHANNEL 3252 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1924, expected range: -0.1713 -0.1605
METOP-C IASI RADIANCES CHANNEL 3446 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2615, expected range: -0.2026 -0.1280
METOP-C IASI RADIANCES CHANNEL 3452 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1775, expected range: -0.1354 -0.0800
METOP-B IASI RADIANCES CHANNEL 3168 : out of range
3 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.7132, expected range: 0.4335 0.6620
METOP-B IASI RADIANCES CHANNEL 3448 : out of range
2 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.8105, expected range: 0.5662 0.7907
METOP-C IASI RADIANCES CHANNEL 3168 : out of range
5 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.6770, expected range: 0.4322 0.6370
METOP-C IASI RADIANCES CHANNEL 3448 : out of range
12 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.7798, expected range: 0.5543 0.7677
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5127, expected range: 0.6164 0.6678
METOP-B MHS ALLSKY RADIANCES CHANNEL 5 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: obs_number=5543.0000, expected range: 6595.8093 6929.4980
atms
NPP ATMS RADIANCES CHANNEL 14 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1344, expected range: -0.1060 -0.0807
NPP ATMS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0996, expected range: -0.1571 -0.1554
NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.7525, expected range: 0.8280 0.8593
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1013, expected range: 0.0450 0.2033
DMSP-17 SSMIS RADIANCES CHANNEL 10 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5773, expected range: -0.2384 0.1935
Atmospheric Motion Vector
All METEOSAT-11 AMV IR3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 1213.75 1682.65
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: stdev_fgdepar=4.2267, expected range: 0.4135 1.7848
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
23 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8346, expected range: -0.3793 0.7500
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-9.4743, expected range: -19.5076 8.8451
Severely_persistent: rms_fgdepar=9.4793, expected range: 0.0000 19.4221
HIGH RESO LAND TEMP TEMPERATURE (K) 54102 PRESSURE LAYER 900-1200 (HPA : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-9.7036, expected range: -23.8171 12.1951
Severely_persistent: rms_fgdepar=9.7036, expected range: 0.0000 24.1318
Severely_persistent: avg_pge=0.9057, expected range: -1.2092 0.7500
LAND TEMP Q (G/KG) 97180 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.3125, expected range: 0.0306 1.7779
LAND TEMP Q (G/KG) 96645 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.9481, expected range: 0.2867 2.3448
LAND TEMP TEMPERATURE (K) 23933 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.6376, expected range: 0.0000 4.3866
LAND TEMP WIND VECTOR DIFF (M/S) 42410 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.9319, expected range: 1.2303 7.0391
Severe: rms_fgdepar=23.0473, expected range: 1.3334 7.8957
Severe: avg_pge=0.8064, expected range: -0.1361 0.3939
LAND TEMP WIND VECTOR DIFF (M/S) 34247 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=20.7689, expected range: 0.0000 13.8230
HIGH RESO LAND TEMP Q (G/KG) 94312 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=6.3431, expected range: -9.3870 11.6274
Severe: rms_fgdepar=7.1277, expected range: 0.0000 13.6905
HIGH RESO LAND TEMP TEMPERATURE (K) 58362 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.4139, expected range: 0.4826 2.4599
HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=71.0000, expected range: 136.8134 168.7421
amdar
All TAMDAR TEMPERATURE (K) ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 0.00 304.60
ADS-C WIND VECTOR DIFF (M/S) U2VTZDBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.9002, expected range: 0.0000 20.2512
ADS-C WIND VECTOR DIFF (M/S) TWRTPMBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.3740, expected range: 0.0000 27.8243
ADS-C WIND VECTOR DIFF (M/S) 1HFRTXBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.6672, expected range: 0.0000 9.7742
ADS-C WIND VECTOR DIFF (M/S) BRDFR4JA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.3707, expected range: 0.0000 28.0828
ADS-C WIND VECTOR DIFF (M/S) 05URYCJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=24.0932, expected range: 0.0000 24.9304
ADS-C WIND VECTOR DIFF (M/S) YHQFLKJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.1542, expected range: 0.0000 15.9585
ADS-C WIND VECTOR DIFF (M/S) FG5IQ1RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9206, expected range: 0.0000 9.8529
ADS-C WIND VECTOR DIFF (M/S) 3FOEDQRA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.8685, expected range: 0.0000 14.1406
ADS-C WIND VECTOR DIFF (M/S) VRECYFZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.2367, expected range: 0.0000 9.4144
ADS-C WIND VECTOR DIFF (M/S) AS3UMSZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=25.9212, expected range: 0.0000 21.1485
airep
AIREP WIND VECTOR DIFF (M/S) UAL90 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.2188, expected range: 0.0000 13.2772
AIREP WIND VECTOR DIFF (M/S) UAL643 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=49.9705, expected range: -0.5905 7.8730
Severe: rms_fgdepar=49.9705, expected range: 0.0000 8.6788
Severe: avg_pge=0.9305, expected range: -0.1371 0.2756
AIREP WIND VECTOR DIFF (M/S) AMX004 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.3207, expected range: 0.0000 26.0588
AIREP WIND VECTOR DIFF (M/S) UAL706 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.7354, expected range: 0.0000 7.8941
AIREP WIND VECTOR DIFF (M/S) MSR996 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=23.1343, expected range: -4.7858 11.9737
Severe: rms_fgdepar=34.7275, expected range: 0.0000 13.3753
prof
JAPANESE WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=3575.0000, expected range: 0.0000 1393.2512
Considerable: obs_number=3575.0000, expected range: 0.0000 1393.2512
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42410 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=24.9738, expected range: -1.6870 11.0152
Severe: rms_fgdepar=31.4703, expected range: 0.0000 12.4949
LAND PILOT WIND VECTOR DIFF (M/S) 97810 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=17.1077, expected range: 0.0000 9.1315
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42177 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-790.2972, expected range: -801.9547 614.1824
Severely_persistent: rms_fgdepar=790.2972, expected range: -587.6321 786.7045
Severely_persistent: avg_pge=0.9285, expected range: -1.2480 0.7500
MANUAL LAND SYNOP RH2M (%) 64706 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=50.3390, expected range: -10.4119 77.1039
Severely_persistent: rms_fgdepar=50.3390, expected range: 0.0000 77.1039
Severely_persistent: avg_pge=0.9849, expected range: -1.7322 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48302 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=616.5054, expected range: -479.5269 867.9612
Severely_persistent: rms_fgdepar=619.3661, expected range: 0.0000 863.4301
Severely_persistent: avg_pge=0.8775, expected range: -0.7721 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) _MI1213E : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8165, expected range: 0.7533 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 04313 : out of range
Severe: rms_fgdepar=377.7969, expected range: 0.0000 187.4959
Severe: avg_pge=0.8019, expected range: -0.7446 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 68821 : out of range
Severe: rms_fgdepar=42.8275, expected range: 0.0000 26.7967
Severe: avg_pge=0.9099, expected range: -0.0074 0.0154
Severe: rms_fgdepar=31.2059, expected range: 0.0000 16.6923
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83522 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8039, expected range: 0.6643 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82768 : out of range
Severe: avg_pge=0.8011, expected range: -0.5150 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41678 : out of range
Severe: rms_fgdepar=339.9209, expected range: 0.0000 281.8442
Severe: avg_pge=0.8050, expected range: -0.7713 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89009 : out of range
Severe: avg_fgdepar=-513.4861, expected range: -399.6308 193.8956
Severe: rms_fgdepar=719.2221, expected range: 0.0000 366.0491
MANUAL LAND SYNOP RH2M (%) 40710 : out of range
Severe: avg_fgdepar=60.5680, expected range: -43.4037 68.1759
Severe: rms_fgdepar=60.5680, expected range: 0.0000 54.1439
MANUAL LAND SYNOP RH2M (%) 87880 : out of range
Severe: rms_fgdepar=43.5365, expected range: 0.0000 30.1084
Severe: avg_pge=0.8804, expected range: -0.0235 0.0329
MANUAL LAND SYNOP RH2M (%) 36859 : out of range
Severe: avg_fgdepar=51.3928, expected range: -44.8475 66.7966
Severe: rms_fgdepar=51.7590, expected range: 0.0000 58.3386
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04313 : out of range
Severe: rms_fgdepar=372.2029, expected range: 0.0000 189.7436
Severe: avg_pge=0.8394, expected range: -1.0871 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 14564 : out of range
Severe: avg_fgdepar=-702.6909, expected range: -354.9654 74.0446
Severe: rms_fgdepar=702.6909, expected range: 0.0000 411.1725
Severe: avg_pge=0.9171, expected range: -0.7670 0.7500
BUFR LAND SYNOP RH2M (%) 60250 : out of range
Severe: rms_fgdepar=49.8380, expected range: 0.0000 24.2338
BUFR LAND SYNOP RH2M (%) 76412 : out of range
Severe: avg_pge=0.9461, expected range: -1.6348 0.7500
BUFR LAND SYNOP RH2M (%) 81643 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9902, expected range: -1.8783 0.7500
BUFR LAND SYNOP RH2M (%) 52495 : out of range
Severe: rms_fgdepar=31.6500, expected range: 0.0000 17.0354
BUFR LAND SYNOP RH2M (%) 95667 : out of range
Severe: rms_fgdepar=30.1453, expected range: 0.0000 16.7539
BUFR LAND SYNOP RH2M (%) 94877 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9539, expected range: -1.6025 0.7500
BUFR LAND SYNOP RH2M (%) 36078 : out of range
Severe: rms_fgdepar=40.6462, expected range: 0.0000 19.6236
BUFR LAND SYNOP Z (M) 56247 : out of range
Severe: avg_pge=0.9527, expected range: -0.3365 0.4294
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EVK3 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-608.9369, expected range: -1413.7452 733.1483
Severely_persistent: rms_fgdepar=613.8136, expected range: 0.0000 1374.4362
Severely_persistent: avg_pge=0.8303, expected range: -1.4845 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3FSQ2 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=20.2887, expected range: 0.3267 20.7253
Severe: rms_fgdepar=20.6969, expected range: 0.0000 21.8687
Severe: avg_pge=0.9027, expected range: -0.5681 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6VG8 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8899, expected range: -0.5428 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) HOIP : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.8267, expected range: 0.0000 15.4979
Severe: avg_pge=0.8892, expected range: -1.1662 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V5240 : out of range
Severe: avg_fgdepar=545.3572, expected range: -296.4608 134.0637
Severe: rms_fgdepar=778.9068, expected range: 0.0000 299.5328
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK61 : out of range
Severe: avg_fgdepar=557.4814, expected range: 265.7336 543.5523
Severe: rms_fgdepar=616.1075, expected range: 267.5060 542.6210
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDJ3192 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=501.6670, expected range: 0.0000 1209.7641
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OXVE2 : out of range
Severe: avg_fgdepar=637.0851, expected range: -366.3464 450.0130
Severe: rms_fgdepar=637.0851, expected range: 0.0000 351.3774
Severe: avg_pge=0.8299, expected range: -0.6476 0.7402
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EBY2 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-576.7131, expected range: -753.4246 755.9904
Severe: rms_fgdepar=576.7131, expected range: 0.0000 663.8183
Severe: avg_pge=0.8575, expected range: -1.2988 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) CKR759 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=547.4189, expected range: -251.9517 82.6199
Severe: rms_fgdepar=725.0525, expected range: 0.0000 236.5565
BUFR SHIP SYNOP SURFACE PRESSURE (PA) PBIG : out of range
Severe: rms_fgdepar=325.3585, expected range: 0.0000 160.9598
BUFR SHIP SYNOP SURFACE PRESSURE (PA) KGTZ : out of range
Severe: rms_fgdepar=424.9396, expected range: 0.0000 240.2102
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1301760 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=693.1889, expected range: -372.5017 281.4085
Severely_persistent: rms_fgdepar=693.9143, expected range: -465.4969 691.9810
Severely_persistent: avg_pge=0.9136, expected range: -1.1952 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4201703 : out of range
Severe: rms_fgdepar=334.0404, expected range: 0.0000 126.7585
snow
AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-115.5566, expected range: -116.0765 -101.5441
Severely_persistent: rms_fgdepar=115.5566, expected range: 101.5441 116.0765
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=63.1559, expected range: 58.3945 71.4773
Severely_persistent: rms_fgdepar=63.1559, expected range: 58.3945 71.4773
MANUAL LAND SYNOP SNOW (CM) 36208 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.7337, expected range: -74.5010 -32.6468
Severely_persistent: rms_fgdepar=55.7337, expected range: 32.6468 74.5010
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=-138.5535, expected range: -143.0552 -121.4610
Severely_persistent: rms_fgdepar=138.5535, expected range: 121.4610 143.0552
ROCOB TEMP SNOW (CM) 63301060 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=84.8879, expected range: 25.5299 104.3385
Severely_persistent: rms_fgdepar=84.8879, expected range: 25.5299 104.3385
ROCOB TEMP SNOW (CM) 63303649 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=53.2232, expected range: 24.4253 64.5889
Severely_persistent: rms_fgdepar=53.2232, expected range: 24.4253 64.5889
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-85.3959, expected range: -92.0024 -85.2459
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=85.3994, expected range: 85.2546 92.0072
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.4349, expected range: -67.9476 -60.8069
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.4389, expected range: 60.8466 67.9413
BUFR LAND SYNOP SNOW (CM) 01003 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-75.4066, expected range: -79.2229 -23.6040
Severely_persistent: rms_fgdepar=75.4066, expected range: 23.6040 79.2229
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-57.5834, expected range: -61.4973 -56.0145
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.5841, expected range: 56.0161 61.4990
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.1633, expected range: -86.9635 -74.1246
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=77.1736, expected range: 74.1184 87.0013
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-74.7899, expected range: -80.4288 -74.2194
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=74.7928, expected range: 74.2217 80.4304
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-89.3798, expected range: -97.8141 -79.2395
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=89.3861, expected range: 79.2413 97.8268
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=63.2241, expected range: 58.5145 71.6486
Severely_persistent: rms_fgdepar=63.2242, expected range: 58.5145 71.6486
BUFR LAND SYNOP SNOW (CM) 08915 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-90.6560, expected range: -95.3264 -89.6191
Severely_persistent: rms_fgdepar=90.6560, expected range: 89.6191 95.3264
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-69.5545, expected range: -76.4682 -66.5447
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=69.5558, expected range: 66.5482 76.4767
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.0343, expected range: -63.9449 -57.6142
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=59.0406, expected range: 57.6093 63.9723
BUFR LAND SYNOP SNOW (CM) 14006 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.5649, expected range: 56.4613 60.4728
Severely_persistent: rms_fgdepar=57.5649, expected range: 56.4613 60.4728
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-80.0262, expected range: -94.3786 -77.3046
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=80.0292, expected range: 77.3116 94.3828
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=-69.8312, expected range: -76.0985 -50.2740
Severely_persistent: rms_fgdepar=69.8316, expected range: 50.2752 76.0981
BUFR LAND SYNOP SNOW (CM) 36208 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.7337, expected range: -74.5010 -32.6468
Severely_persistent: rms_fgdepar=55.7337, expected range: 32.6468 74.5010
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.2821, expected range: 52.2873 58.1549
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.2828, expected range: 52.2921 58.1573
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-69.7055, expected range: -73.7065 -67.8670
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=69.7124, expected range: 67.8696 73.7165
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.2987, expected range: 27.1420 66.9796
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.3718, expected range: 27.1450 66.9963
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-65.4467, expected range: -64.8766 -56.5443
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=65.4468, expected range: 56.5440 64.8772
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-66.8431, expected range: -77.9953 -64.3217
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=66.8441, expected range: 64.3248 77.9963
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.8910, expected range: -62.9481 -54.3870
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.8933, expected range: 54.4047 62.9384
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-76.6719, expected range: -85.9493 -74.8879
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=76.6746, expected range: 74.8936 85.9532
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-54.3537, expected range: -68.0435 -51.4997
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=54.3572, expected range: 51.5029 68.0535
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-76.4289, expected range: -85.1885 -74.9443
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=76.4339, expected range: 74.9481 85.1900
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.2694, expected range: -82.4248 -74.1424
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=77.2762, expected range: 74.1448 82.4314
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-69.4473, expected range: -79.6659 -66.1822
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=69.4508, expected range: 66.1831 79.6819
MANUAL LAND SYNOP SNOW (CM) 17140 : out of range
Severe: rms_fgdepar=23.5699, expected range: 0.0000 4.7002
MANUAL LAND SYNOP SNOW (CM) 17022 : out of range
Severe: rms_fgdepar=22.2418, expected range: 0.0000 11.7408
MANUAL LAND SYNOP SNOW (CM) 17085 : out of range
Severe: rms_fgdepar=17.7712, expected range: -1.8350 2.9711
MANUAL LAND SYNOP SNOW (CM) 20107 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=16.2397, expected range: 0.4184 4.6950
ROCOB TEMP SNOW (CM) 63309115 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-50.2919, expected range: -56.0098 -1.9851
Severe: rms_fgdepar=50.2919, expected range: 1.9851 56.0098
BUFR LAND SYNOP SNOW (CM) 08940 : out of range
Severe: avg_fgdepar=-101.3284, expected range: -100.6965 -93.9583
Severe: rms_fgdepar=101.3284, expected range: 93.3015 100.4455
BUFR LAND SYNOP SNOW (CM) 01025 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-64.2706, expected range: -83.9060 -2.0779
Severe: rms_fgdepar=64.2706, expected range: 2.0779 83.9060
BUFR LAND SYNOP SNOW (CM) 47058 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=93.2264, expected range: 87.8548 95.6454
Severe: rms_fgdepar=93.2265, expected range: 87.8547 95.6455
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.2674, expected range: -16.7479 -6.9699
Severely_persistent: rms_fgdepar=15.3983, expected range: 7.1171 16.9136
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24525 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.7024, expected range: -15.7242 3.4914
Severely_persistent: rms_fgdepar=16.9401, expected range: 0.0000 15.6880
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
27 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.4881, expected range: -20.6842 -3.3187
Severely_persistent: rms_fgdepar=13.6267, expected range: 3.4395 20.6957
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.3403, expected range: -15.7478 -6.1359
Severely_persistent: rms_fgdepar=12.4838, expected range: 6.2382 15.8164
METAR 2M TEMPERATURE (K) LTCB : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=18.0405, expected range: 5.2689 22.3278
Severely_persistent: rms_fgdepar=18.0555, expected range: 5.4060 22.4640
METAR 2M TEMPERATURE (K) LTCW : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.6489, expected range: -16.9803 13.2632
Severely_persistent: rms_fgdepar=13.5345, expected range: 0.0000 16.3804
METAR 2M TEMPERATURE (K) VECX : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.7452, expected range: -21.0183 -9.3386
Severely_persistent: rms_fgdepar=12.7686, expected range: 9.7929 20.9485
LAND TEMP 2M TEMPERATURE (K) 30372 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.6913, expected range: -19.4498 -2.0786
Severely_persistent: rms_fgdepar=13.6913, expected range: 2.0786 19.4498
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17F40 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=12.4630, expected range: 6.6854 14.2676
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17F40 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.4895, expected range: 6.6762 14.4341
BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.0963, expected range: -17.5493 -7.8707
Severely_persistent: rms_fgdepar=12.4494, expected range: 8.0605 17.8153
BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.3174, expected range: -16.7979 -7.0199
Severely_persistent: rms_fgdepar=15.4479, expected range: 7.1663 16.9631
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12FF4 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=13.3449, expected range: 5.6305 15.2398
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI12FF4 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.3786, expected range: 5.6304 15.4177
BUFR LAND SYNOP 2M TEMPERATURE (K) 24525 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.7610, expected range: -15.7720 3.4433
Severely_persistent: rms_fgdepar=16.9987, expected range: 0.0000 15.7371
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.2605, expected range: -20.4468 -7.1005
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=16.4702, expected range: 8.9002 19.9118
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.6612, expected range: -14.5896 -11.1893
Severely_persistent: rms_fgdepar=13.7675, expected range: 11.1976 15.0304
BUFR LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.5561, expected range: -20.6999 -3.3717
Severely_persistent: rms_fgdepar=13.6940, expected range: 3.4941 20.7108
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
23 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.7737, expected range: -17.3341 -7.9718
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
23 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.9193, expected range: 8.5477 17.5394
BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.4047, expected range: -15.8737 -6.2165
Severely_persistent: rms_fgdepar=12.5487, expected range: 6.3023 15.9487
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.5831, expected range: -18.0280 -4.6801
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=16.7493, expected range: 4.8209 18.9568
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 35531 : out of range
Severe: rms_fgdepar=10.3321, expected range: 0.0000 5.6961
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71507 : out of range
Severe: rms_fgdepar=10.7125, expected range: 0.0000 5.7990
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 28678 : out of range
Severe: rms_fgdepar=11.2870, expected range: 0.0000 5.6785
MANUAL LAND SYNOP 2M TEMPERATURE (K) 40710 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.5831, expected range: -8.3741 6.6355
Severe: rms_fgdepar=12.5844, expected range: 0.0000 8.2329
MANUAL LAND SYNOP 2M TEMPERATURE (K) 23701 : out of range
Severe: avg_fgdepar=-15.8031, expected range: -3.0676 1.7328
Severe: rms_fgdepar=15.8031, expected range: 0.0000 3.9336
MANUAL LAND SYNOP 2M TEMPERATURE (K) 23862 : out of range
Severe: avg_fgdepar=-12.2302, expected range: -3.5759 2.6205
Severe: rms_fgdepar=12.4702, expected range: 0.0000 3.2271
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28382 : out of range
Severe: avg_fgdepar=-13.4653, expected range: -6.9617 3.0726
Severe: rms_fgdepar=13.5008, expected range: 0.0000 6.7777
MANUAL LAND SYNOP 2M TEMPERATURE (K) 35234 : out of range
Severe: rms_fgdepar=10.2886, expected range: 0.0000 4.9368
MANUAL LAND SYNOP 2M TEMPERATURE (K) 23774 : out of range
Severe: rms_fgdepar=10.6958, expected range: 0.0000 3.4792
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28275 : out of range
Severe: rms_fgdepar=11.9716, expected range: 0.0000 5.8233
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24606 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.7129, expected range: -14.0085 7.8400
Severe: rms_fgdepar=12.8923, expected range: 0.0000 13.2559
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.2933, expected range: -19.4840 12.1690
Severe: rms_fgdepar=13.3041, expected range: 0.0000 17.0523
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36786 : out of range
Severe: rms_fgdepar=10.0163, expected range: 0.0000 5.6558
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-17.4459, expected range: -18.0656 5.6033
Severe: rms_fgdepar=17.4459, expected range: 0.0000 17.5667
MANUAL LAND SYNOP 2M TEMPERATURE (K) 20667 : out of range
Severe: rms_fgdepar=11.1665, expected range: 0.0000 6.1488
MANUAL LAND SYNOP 2M TEMPERATURE (K) 30028 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.7448, expected range: -16.6507 7.3772
Severe: rms_fgdepar=13.1360, expected range: 0.0000 15.3092
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8373, expected range: -16.4345 5.8738
Severe: rms_fgdepar=12.9845, expected range: 0.0000 15.7999
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22768 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.0503, expected range: 0.0000 2.0293
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24329 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.8058, expected range: -14.9886 2.5920
Severe: rms_fgdepar=15.1050, expected range: 0.0000 14.6887
METAR 2M TEMPERATURE (K) KGTB : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.2751, expected range: 0.0000 6.9788
METAR 2M TEMPERATURE (K) PAEI : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=15.5993, expected range: -13.3701 6.1104
Severe: rms_fgdepar=15.6051, expected range: 0.0000 15.2710
METAR 2M TEMPERATURE (K) OIGK : out of range
Severe: rms_fgdepar=12.7923, expected range: 0.0000 12.5941
METAR 2M TEMPERATURE (K) FWCL : out of range
Severe: avg_fgdepar=15.1873, expected range: -0.6406 3.0513
Severe: rms_fgdepar=17.0705, expected range: 0.6137 3.1744
METAR 2M TEMPERATURE (K) LTCM : out of range
Severe: rms_fgdepar=10.2092, expected range: 0.0000 2.8692
BUFR LAND SYNOP 2M TEMPERATURE (K) 23701 : out of range
Severe: avg_fgdepar=-15.8520, expected range: -3.1129 1.6695
Severe: rms_fgdepar=15.8520, expected range: 0.0000 3.9760
BUFR LAND SYNOP 2M TEMPERATURE (K) 06751 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.1397, expected range: 1.5643 14.5672
Severe: rms_fgdepar=13.2770, expected range: 1.9720 14.5185
BUFR LAND SYNOP 2M TEMPERATURE (K) 23862 : out of range
Severe: avg_fgdepar=-12.2866, expected range: -3.6306 2.5701
Severe: rms_fgdepar=12.5271, expected range: 0.0000 3.2942
BUFR LAND SYNOP 2M TEMPERATURE (K) 28382 : out of range
Severe: avg_fgdepar=-13.5093, expected range: -7.0610 3.0623
Severe: rms_fgdepar=13.5446, expected range: 0.0000 6.9030
BUFR LAND SYNOP 2M TEMPERATURE (K) 06654 : out of range
Severe: avg_fgdepar=12.6441, expected range: 0.1301 14.2065
Severe: rms_fgdepar=12.6532, expected range: 0.6779 14.4196
BUFR LAND SYNOP 2M TEMPERATURE (K) 01265 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.2138, expected range: 0.0701 5.4110
BUFR LAND SYNOP 2M TEMPERATURE (K) 28275 : out of range
Severe: rms_fgdepar=12.0201, expected range: 0.0000 5.9312
BUFR LAND SYNOP 2M TEMPERATURE (K) 24606 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.7969, expected range: -14.0703 7.7870
Severe: rms_fgdepar=12.9776, expected range: 0.0000 13.3179
BUFR LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.3433, expected range: -19.5340 12.1190
Severe: rms_fgdepar=13.3541, expected range: 0.0000 17.1458
BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-17.4959, expected range: -17.7435 5.3065
Severe: rms_fgdepar=17.4959, expected range: 0.0000 17.2670
BUFR LAND SYNOP 2M TEMPERATURE (K) 17287 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.1583, expected range: -8.5616 11.1409
Severe: rms_fgdepar=12.1651, expected range: -5.4705 10.5714
BUFR LAND SYNOP 2M TEMPERATURE (K) 30028 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.7943, expected range: -16.6645 7.3260
Severe: rms_fgdepar=13.1828, expected range: 0.0000 15.3421
BUFR LAND SYNOP 2M TEMPERATURE (K) 36428 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8923, expected range: -16.4396 5.7931
Severe: rms_fgdepar=13.0403, expected range: 0.0000 15.8685
BUFR LAND SYNOP 2M TEMPERATURE (K) 24329 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.8540, expected range: -15.0278 2.5513
Severe: rms_fgdepar=15.1522, expected range: 0.0000 14.7322
rh2m
MANUAL LAND SYNOP RH2M (%) 68828 : out of range
Severe: rms_fgdepar=30.4716, expected range: 0.0000 14.8347