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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-21 00:00

amsua
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1428, expected range: -0.1326 -0.1202
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0820, expected range: -0.1114 -0.0955
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4592, expected range: -0.4142 -0.4102
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0978, expected range: -0.1503 -0.1320
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1614, expected range: 0.0891 0.1027
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2285, expected range: 0.2520 0.2592
iasi
METOP-B IASI RADIANCES CHANNEL 3248 : out of range
2 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0387, expected range: -0.1278 -0.0822
Slight: stdev_fgdepar=0.6611, expected range: 0.4224 0.6123
METOP-B IASI RADIANCES CHANNEL 3252 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1904, expected range: -0.1762 -0.1604
METOP-B IASI RADIANCES CHANNEL 3446 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2642, expected range: -0.2187 -0.1715
METOP-B IASI RADIANCES CHANNEL 3452 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1806, expected range: -0.1371 -0.1138
METOP-B IASI RADIANCES CHANNEL 3509 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2821, expected range: -0.2647 -0.2436
METOP-C IASI RADIANCES CHANNEL 3446 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2429, expected range: -0.2026 -0.1576
METOP-B IASI RADIANCES CHANNEL 3575 : out of range
Considerable: stdev_fgdepar=0.6361, expected range: 0.4813 0.5823
METOP-B IASI RADIANCES CHANNEL 3580 : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_fgdepar=0.7226, expected range: 0.5473 0.6596
METOP-B IASI RADIANCES CHANNEL 3658 : out of range
Considerable: stdev_fgdepar=0.7362, expected range: 0.5436 0.6700
METOP-B IASI RADIANCES CHANNEL 3168 : out of range
1 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.6741, expected range: 0.4335 0.6620
METOP-C IASI RADIANCES CHANNEL 3168 : out of range
2 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.6427, expected range: 0.4322 0.6370
METOP-C IASI RADIANCES CHANNEL 3248 : out of range
4 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.6368, expected range: 0.4122 0.6018
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=0.5363, expected range: 0.6164 0.6897
atms
NPP ATMS RADIANCES CHANNEL 14 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1417, expected range: -0.1060 -0.0730
NPP ATMS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0968, expected range: -0.1741 -0.1554
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=-0.6748, expected range: -0.3977 -0.3711
gpsro
COSMIC2-E3 GPSRO SETTING HEIGHT 46-48 KM : out of range
Considerable: avg_norm_fgdepar=-0.1899, expected range: -0.0820 0.1135
Atmospheric Motion Vector
All METEOSAT-11 AMV IR3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 829.57 2270.09
METEOSAT-8 AMV CLOUDY WV2 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=3545.0000, expected range: 1908.8470 2850.1530
mwri
FY-3D MWRI RADIANCES CHANNEL 3 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7641, expected range: 0.6534 0.6976
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.5867, expected range: 0.3130 0.3333
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0173, expected range: -0.0267 -0.0254
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 10-11 (HPA) : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0480, expected range: -0.0552 -0.0528
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.0827, expected range: -30.6801 15.3540
Severely_persistent: rms_fgdepar=14.1074, expected range: 0.0000 30.0301
Severely_persistent: avg_pge=0.9416, expected range: -0.3768 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 54102 PRESSURE LAYER 900-1200 (HPA : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-11.7698, expected range: -18.8707 10.5962
Severely_persistent: rms_fgdepar=11.7698, expected range: 0.0000 18.6173
Severely_persistent: avg_pge=0.9191, expected range: -1.2505 0.7500
All HIGH RESO SEA TEMP ALL LAYERS South Atlantic : all data missing
Severely_persistent: obs_number=0, expected range: 23.52 158.88
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=3.9354, expected range: 1.2662 2.0706
Severe: rms_fgdepar=6.2593, expected range: 0.5528 2.4812
Considerable: obs_number=1751.0000, expected range: 1892.3373 2114.6627
LAND TEMP TEMPERATURE (K) 43346 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=10.4942, expected range: 0.4910 2.7079
LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 600-900 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=9.7586, expected range: 0.0000 6.3754
LAND TEMP Q (G/KG) 72202 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=2.2873, expected range: 0.0000 0.9091
LAND TEMP Q (G/KG) 91366 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=5.9936, expected range: 0.0000 2.8113
LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=1.1354, expected range: 0.0356 0.3379
All BUFR TEMP DESCENT ALL LAYERS South Atlantic : all data missing
Severe: obs_number=0, expected range: 62.40 105.60
HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
3 times in the last 10 days for at least one item
Considerable: obs_number=704.0000, expected range: 784.5053 827.7447
amdar
WIGOS AMDAR WIND VECTOR DIFF (M/S) MZCEIEZA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=17.6045, expected range: 0.5084 5.2247
WIGOS AMDAR TEMPERATURE (K) MZCEIEZA (3 pressure layers affected) : out of range
Severe: rms_fgdepar=6.1579, expected range: 0.0000 1.1442
ADS-C WIND VECTOR DIFF (M/S) T0BGOBBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.2110, expected range: 0.0000 16.1644
ADS-C WIND VECTOR DIFF (M/S) XIFGRBBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.4071, expected range: 0.0000 22.2717
ADS-C WIND VECTOR DIFF (M/S) GNKBWIBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.6580, expected range: 0.0000 9.6683
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=20.4068, expected range: 0.0000 32.7833
ADS-C WIND VECTOR DIFF (M/S) WHZBFCRA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.1396, expected range: 0.0000 35.2900
ADS-C WIND VECTOR DIFF (M/S) X4TBZDRA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.6171, expected range: 0.0000 35.7571
ADS-C WIND VECTOR DIFF (M/S) 13TKKLZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.3817, expected range: 0.0000 13.4765
airep
AIREP WIND VECTOR DIFF (M/S) UAL410 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.5177, expected range: 0.8893 7.4938
AIREP WIND VECTOR DIFF (M/S) ETD130 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.9055, expected range: 0.0000 11.5353
AIREP WIND VECTOR DIFF (M/S) KLM602 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=25.4208, expected range: 0.0000 20.8056
AIREP WIND VECTOR DIFF (M/S) KLM282 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.6351, expected range: 0.1765 7.2740
AIREP WIND VECTOR DIFF (M/S) UAL953 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.1777, expected range: 0.0000 16.8633
AIREP WIND VECTOR DIFF (M/S) UAL5 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.3591, expected range: 0.0000 30.7010
AIREP WIND VECTOR DIFF (M/S) UAL987 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.8574, expected range: 0.0000 16.2014
AIREP WIND VECTOR DIFF (M/S) VIR8F PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.0712, expected range: 0.0000 13.8869
AIREP WIND VECTOR DIFF (M/S) BAW80G PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.5641, expected range: -1.7796 11.6205
Severe: rms_fgdepar=30.8887, expected range: 0.0000 18.8397
AIREP WIND VECTOR DIFF (M/S) BAW48Q PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=46.6008, expected range: -8.2929 16.9457
Severe: rms_fgdepar=47.0088, expected range: 0.0000 18.5776
AIREP WIND VECTOR DIFF (M/S) BAW24R PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.4607, expected range: 0.0000 25.6301
AIREP WIND VECTOR DIFF (M/S) ETD76T PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=38.1326, expected range: 0.0000 18.9864
AIREP WIND VECTOR DIFF (M/S) BAW81V PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.6658, expected range: 0.0000 8.9045
AIREP WIND VECTOR DIFF (M/S) LOT5V PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=28.2797, expected range: 0.0000 21.0923
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 02941 PRESSURE LAYER 600-900 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8480, expected range: -0.5383 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
2 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 901.8724
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
Severe: obs_number=0.0000, expected range: 0.0000 628.0812
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 43014 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.0558, expected range: 0.0000 13.0423
Severe: avg_pge=0.8705, expected range: -0.3223 0.7500
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42237 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8016, expected range: -1.1477 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42177 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=423.3860, expected range: 0.0000 264.7309
Severely_persistent: avg_pge=0.8676, expected range: -1.1533 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48302 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=514.5965, expected range: -20.2187 299.6645
Severely_persistent: rms_fgdepar=519.9880, expected range: 0.0000 320.2134
Severely_persistent: avg_pge=0.8660, expected range: -0.3107 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 76773 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=696.4724, expected range: -1561.0441 2595.7871
Severely_persistent: rms_fgdepar=696.4724, expected range: 0.0000 2186.9226
Severely_persistent: avg_pge=0.9054, expected range: -1.5675 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18200 : out of range
Severe: avg_pge=0.8163, expected range: 0.1500 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 71093 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8384, expected range: 0.2569 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18208 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=356.4296, expected range: 147.5413 355.8584
Severe: avg_pge=0.8165, expected range: 0.6760 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40001 : out of range
Severe: rms_fgdepar=665.7197, expected range: 0.0000 172.3049
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89574 : out of range
Severe: rms_fgdepar=444.9218, expected range: 0.0000 93.3698
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38584 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=712.9504, expected range: -297.7144 220.9849
Severe: rms_fgdepar=751.4296, expected range: 0.0000 265.1398
Severe: avg_pge=0.8974, expected range: -0.9334 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38715 : out of range
Severe: rms_fgdepar=470.9734, expected range: 0.0000 337.5151
Severe: avg_pge=0.8189, expected range: -0.9020 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 17275 : out of range
Severe: avg_fgdepar=-1016.0843, expected range: 74.3273 281.7392
Severe: rms_fgdepar=1016.0843, expected range: 74.3273 281.7392
Severe: avg_pge=0.9388, expected range: -0.2824 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41785 : out of range
Severe: avg_fgdepar=593.1546, expected range: -584.0943 508.3503
Severe: rms_fgdepar=634.9245, expected range: 0.0000 360.5228
Severe: avg_pge=0.8824, expected range: -0.9404 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41696 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=750.6698, expected range: -303.6686 369.5570
Severe: rms_fgdepar=751.1674, expected range: 0.0000 239.3768
Severe: avg_pge=0.8924, expected range: -0.6320 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Severe: rms_fgdepar=240.0760, expected range: 49.2893 132.1835
MANUAL LAND SYNOP RH2M (%) 40792 : out of range
Severe: avg_fgdepar=59.7085, expected range: -39.9349 12.8435
Severe: rms_fgdepar=59.7085, expected range: 0.0000 39.9349
Severe: avg_pge=0.8333, expected range: -0.0173 0.0310
MANUAL LAND SYNOP RH2M (%) 38933 : out of range
Severe: avg_fgdepar=53.6428, expected range: -64.1058 75.7148
Severe: rms_fgdepar=54.2630, expected range: 0.0000 57.3213
MANUAL LAND SYNOP RH2M (%) 87393 : out of range
Severe: rms_fgdepar=31.2594, expected range: 0.0000 11.2237
MANUAL LAND SYNOP RH2M (%) 38836 : out of range
Severe: rms_fgdepar=51.3958, expected range: 0.0000 50.1596
MANUAL LAND SYNOP RH2M (%) 95668 : out of range
Severe: avg_pge=0.8973, expected range: -1.4355 0.7500
MANUAL LAND SYNOP RH2M (%) 87078 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=58.6090, expected range: -41.6989 52.5329
Severe: rms_fgdepar=58.6090, expected range: -35.6476 49.3765
Severe: avg_pge=1.0000, expected range: -0.1008 0.1210
MANUAL LAND SYNOP Z (M) 38718 : out of range
Severe: rms_fgdepar=300.7768, expected range: 0.0000 254.3546
Severe: avg_pge=0.9852, expected range: -0.0035 0.0049
BUFR LAND SYNOP SURFACE PRESSURE (PA) 92100 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8516, expected range: -1.1115 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 24671 : out of range
Severe: avg_pge=0.8105, expected range: -0.7100 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
Severe: avg_pge=0.8069, expected range: -0.0450 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 23975 : out of range
Severe: rms_fgdepar=460.5455, expected range: 0.0000 148.8989
BUFR LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8190, expected range: -0.0404 0.7500
BUFR LAND SYNOP RH2M (%) _MI1EC40 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9517, expected range: -0.0669 0.0949
BUFR LAND SYNOP RH2M (%) _MI19C70 : out of range
Severe: avg_fgdepar=52.6466, expected range: -28.2610 49.5569
BUFR LAND SYNOP RH2M (%) _MI19C70 : out of range
Severe: rms_fgdepar=52.6515, expected range: 0.0000 49.5808
BUFR LAND SYNOP RH2M (%) _MI19C70 : out of range
Severe: avg_pge=0.9545, expected range: -0.0117 0.0206
BUFR LAND SYNOP RH2M (%) 37463 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=52.0708, expected range: -2.3722 57.8826
Severe: rms_fgdepar=52.0708, expected range: 0.0000 57.8826
BUFR LAND SYNOP RH2M (%) _MI168E4 : out of range
Severe: avg_fgdepar=53.0853, expected range: -26.7585 52.0846
BUFR LAND SYNOP RH2M (%) _MI168E4 : out of range
Severe: rms_fgdepar=53.1338, expected range: 0.0000 52.2155
BUFR LAND SYNOP RH2M (%) _MI168E4 : out of range
Severe: avg_pge=0.9188, expected range: -0.0126 0.0229
BUFR LAND SYNOP RH2M (%) 86975 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=43.8644, expected range: 0.0000 10.6668
Severe: avg_pge=0.9933, expected range: -0.0067 0.0143
BUFR LAND SYNOP RH2M (%) 34785 : out of range
Severe: rms_fgdepar=39.3429, expected range: 0.0000 15.1905
BUFR LAND SYNOP RH2M (%) _705A266 : out of range
Severe: avg_fgdepar=53.9802, expected range: -38.5018 47.5751
BUFR LAND SYNOP RH2M (%) _705A266 : out of range
Severe: rms_fgdepar=53.9844, expected range: 0.0000 37.6070
BUFR LAND SYNOP RH2M (%) 95668 : out of range
Severe: avg_pge=0.9360, expected range: -1.4449 0.7500
BUFR LAND SYNOP RH2M (%) _MI19C9F : out of range
Severe: avg_fgdepar=63.0678, expected range: -36.0885 25.7630
BUFR LAND SYNOP RH2M (%) _MI19C9F : out of range
Severe: rms_fgdepar=63.0715, expected range: 0.0000 29.3242
BUFR LAND SYNOP RH2M (%) _MI19C9F : out of range
Severe: avg_pge=0.9965, expected range: -0.0106 0.0191
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EVK3 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8081, expected range: -1.4976 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V6415 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-620.7108, expected range: -195.4588 190.6371
Severely_persistent: rms_fgdepar=620.7192, expected range: 0.0000 143.9390
Severely_persistent: avg_pge=0.8504, expected range: -0.1438 0.1889
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AUYL : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=578.6516, expected range: 329.6030 776.1864
Severely_persistent: rms_fgdepar=578.8966, expected range: 332.9623 773.8287
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9HA3801 : out of range
Severe: rms_fgdepar=19.1089, expected range: 0.0000 13.6835
Severe: avg_pge=0.9031, expected range: -0.9246 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3EIF9 : out of range
Severe: rms_fgdepar=16.0862, expected range: 0.7439 9.4830
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ZMMC : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8037, expected range: -0.9728 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EZP7 : out of range
Severe: avg_fgdepar=-541.2531, expected range: -274.3177 0.4258
Severe: rms_fgdepar=541.2531, expected range: 0.0000 302.5526
Severe: avg_pge=0.8253, expected range: -0.6259 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRCZ7 : out of range
Severe: avg_fgdepar=702.7944, expected range: -1046.9889 1800.2501
Severe: rms_fgdepar=702.7944, expected range: 0.0000 1511.4519
Severe: avg_pge=0.8542, expected range: -0.2744 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8808, expected range: -0.2639 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4101702 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-505.8843, expected range: -34.9194 77.1357
Severe: rms_fgdepar=510.4874, expected range: 0.0000 72.2156
Severe: avg_pge=0.9024, expected range: -0.0779 0.0882
DRIFTING BUOYS SURFACE PRESSURE (PA) 6204589 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=303.4629, expected range: 0.0000 110.5608
metar
METAR SURFACE PRESSURE (PA) OPPG : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=550.2611, expected range: -589.4897 564.4110
Severe: rms_fgdepar=552.9161, expected range: 0.0000 447.1694
METAR SURFACE PRESSURE (PA) DAUL : out of range
Severe: rms_fgdepar=437.5958, expected range: 0.0000 123.5438
METAR SURFACE PRESSURE (PA) OIMQ : out of range
Severe: rms_fgdepar=477.8795, expected range: 0.0000 145.0310
snow
MANUAL LAND SYNOP SNOW (CM) 11110 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-75.5130, expected range: -98.9109 -59.4935
Severely_persistent: rms_fgdepar=75.5130, expected range: 60.7619 92.9132
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=61.9680, expected range: 57.8698 74.6791
Severely_persistent: rms_fgdepar=61.9680, expected range: 57.8698 74.6791
MANUAL LAND SYNOP SNOW (CM) 36208 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.7215, expected range: -75.6000 -24.3543
Severely_persistent: rms_fgdepar=55.7215, expected range: 24.3543 75.6000
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=-140.1742, expected range: -141.6761 -123.8821
Severely_persistent: rms_fgdepar=140.1742, expected range: 123.8821 141.6761
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=-86.1416, expected range: -92.2614 -86.8387
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=86.1458, expected range: 86.8464 92.2683
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=-61.4866, expected range: -67.3354 -62.7860
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=61.5021, expected range: 62.8068 67.3361
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=-57.2918, expected range: -62.5139 -56.2363
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=57.2936, expected range: 56.2388 62.5147
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=-77.7154, expected range: -85.9382 -76.3573
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=77.7264, expected range: 76.3548 85.9709
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-74.5517, expected range: -78.8747 -76.4235
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=74.5520, expected range: 76.4263 78.8760
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=-91.5957, expected range: -95.6156 -77.6242
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=91.6115, expected range: 77.6244 95.6278
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=62.0959, expected range: 58.0275 74.8252
Severely_persistent: rms_fgdepar=62.0959, expected range: 58.0275 74.8252
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=-92.6488, expected range: -97.4322 -87.9104
Severely_persistent: rms_fgdepar=92.6488, expected range: 87.9104 97.4322
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=-68.6862, expected range: -75.8929 -67.6498
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=68.6881, expected range: 67.6516 75.9020
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=-58.6553, expected range: -63.3880 -58.9524
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=58.6594, expected range: 58.9410 63.4195
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=58.0914, expected range: 53.1347 62.4410
Severely_persistent: rms_fgdepar=58.0914, expected range: 53.1347 62.4410
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=-81.6735, expected range: -95.8689 -79.6493
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=81.6782, expected range: 79.6549 95.8762
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-50.0834, expected range: -54.9862 -49.0588
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=50.0863, expected range: 49.0664 54.9958
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=-69.0574, expected range: -75.7333 -44.0215
Severely_persistent: rms_fgdepar=69.0574, expected range: 44.0311 75.7298
BUFR LAND SYNOP SNOW (CM) 36208 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.7215, expected range: -75.6000 -24.3543
Severely_persistent: rms_fgdepar=55.7215, expected range: 24.3543 75.6000
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=55.8258, expected range: 48.4834 60.1077
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=55.8264, expected range: 48.4953 60.1064
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=-71.2684, expected range: -73.7252 -67.3762
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=71.2714, expected range: 67.3802 73.7349
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=59.5387, expected range: 31.1763 59.3955
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=59.5620, expected range: 31.1988 59.3890
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=-59.1989, expected range: -67.0038 -56.5258
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=59.1990, expected range: 56.5258 67.0041
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=-67.8629, expected range: -81.1313 -64.9877
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=67.8647, expected range: 64.9907 81.1324
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-56.4553, expected range: -62.5706 -56.7593
BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=56.4670, expected range: 56.7635 62.5695
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=-77.4232, expected range: -87.3011 -76.0154
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=77.4244, expected range: 76.0190 87.3068
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=-56.0754, expected range: -67.0749 -55.3571
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=56.0792, expected range: 55.3670 67.0811
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.3996, expected range: -84.9828 -77.0314
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=77.4023, expected range: 77.1307 85.2806
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=-76.1554, expected range: -82.5391 -75.8199
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=76.1574, expected range: 75.8226 82.5479
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=-69.5375, expected range: -79.5628 -68.2949
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=69.5396, expected range: 68.2974 79.5787
MANUAL LAND SYNOP SNOW (CM) 17202 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=27.3332, expected range: -8.4795 10.5999
MANUAL LAND SYNOP SNOW (CM) 40704 : out of range
Severe: rms_fgdepar=18.9851, expected range: 0.0000 3.4386
MANUAL LAND SYNOP SNOW (CM) 17287 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=25.9537, expected range: -6.0638 10.9052
ROCOB TEMP SNOW (CM) 63308407 : out of range
Severe: avg_fgdepar=53.9842, expected range: -0.1041 55.8004
Severe: rms_fgdepar=53.9842, expected range: 0.0000 55.8004
BUFR LAND SYNOP SNOW (CM) 01003 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-72.3223, expected range: -55.8881 -36.5682
Severe: rms_fgdepar=72.3223, expected range: 36.5682 55.8881
BUFR LAND SYNOP SNOW (CM) 01025 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-67.5903, expected range: -88.2376 12.5772
Severe: rms_fgdepar=67.5903, expected range: 0.0000 88.2376
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.1494, expected range: -25.9113 5.6179
Severely_persistent: rms_fgdepar=12.2977, expected range: 0.0000 25.7936
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.3923, expected range: -16.1347 1.3054
Severely_persistent: rms_fgdepar=14.8163, expected range: 1.0363 14.8250
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24894 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.2684, expected range: -18.0558 -1.8443
Severely_persistent: rms_fgdepar=13.3099, expected range: 2.4314 17.6821
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.2759, expected range: -26.9875 0.9750
Severely_persistent: rms_fgdepar=16.2832, expected range: 0.0000 26.8535
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
27 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-19.5592, expected range: -30.0975 7.6793
Severely_persistent: rms_fgdepar=19.5592, expected range: 0.0000 28.4516
Severely_persistent: avg_est_pge=0.8059, expected range: -0.1595 1.3323
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.7313, expected range: -26.5868 9.6461
Severely_persistent: rms_fgdepar=12.8326, expected range: 0.0000 23.8410
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-19.2905, expected range: -20.5468 -2.9487
Severely_persistent: rms_fgdepar=19.2983, expected range: 3.3898 20.4260
Severely_persistent: avg_est_pge=0.8033, expected range: 0.4253 0.9003
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.7001, expected range: -15.0758 -2.0426
Severely_persistent: rms_fgdepar=14.7875, expected range: 2.0885 15.2712
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.2767, expected range: -21.3981 -0.8832
Severely_persistent: rms_fgdepar=14.9526, expected range: 1.5997 21.1286
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.6286, expected range: -27.0652 10.2602
Severely_persistent: rms_fgdepar=12.8961, expected range: 0.0000 25.7584
METAR 2M TEMPERATURE (K) LTCB : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=17.4806, expected range: 5.2474 22.1951
Severely_persistent: rms_fgdepar=17.4969, expected range: 5.3401 22.3627
METAR 2M TEMPERATURE (K) VECX : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.0502, expected range: -21.5852 -7.5426
Severely_persistent: rms_fgdepar=14.4085, expected range: 7.8782 21.6102
LAND TEMP 2M TEMPERATURE (K) 30372 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.2982, expected range: -19.3394 -1.4969
Severely_persistent: rms_fgdepar=16.2982, expected range: 1.4969 19.3394
BUFR LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.1509, expected range: -25.9573 5.6684
Severely_persistent: rms_fgdepar=12.2992, expected range: 0.0000 25.8473
BUFR LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.4423, expected range: -16.1847 1.2554
Severely_persistent: rms_fgdepar=14.8649, expected range: 1.0377 14.9063
BUFR LAND SYNOP 2M TEMPERATURE (K) 24894 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.2741, expected range: -18.0780 -1.8497
Severely_persistent: rms_fgdepar=13.3155, expected range: 2.4415 17.7001
BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.3832, expected range: -27.0294 0.9421
Severely_persistent: rms_fgdepar=16.3917, expected range: 0.0000 26.9030
BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
27 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-19.7314, expected range: -30.2320 7.6115
Severely_persistent: rms_fgdepar=19.7314, expected range: 0.0000 28.6327
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
28 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.5911, expected range: -20.8808 -5.0775
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
28 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=16.6851, expected range: 6.3699 20.8903
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
28 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.9975, expected range: -15.1928 -10.3333
Severely_persistent: rms_fgdepar=14.4280, expected range: 10.3576 15.5318
BUFR LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.8755, expected range: -26.5529 9.5677
Severely_persistent: rms_fgdepar=12.9722, expected range: 0.0000 23.8529
BUFR LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-19.0188, expected range: -19.6302 -2.9190
Severely_persistent: rms_fgdepar=19.0294, expected range: 3.4137 19.4924
Severely_persistent: avg_est_pge=0.8005, expected range: 0.4032 0.8943
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.7569, expected range: -18.5706 -5.1993
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
25 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.7729, expected range: 6.7168 18.2446
BUFR LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.7501, expected range: -15.1258 -2.0926
Severely_persistent: rms_fgdepar=14.8372, expected range: 2.1378 15.3205
BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.4222, expected range: -21.5010 -0.9507
Severely_persistent: rms_fgdepar=15.0901, expected range: 1.6600 21.2348
BUFR LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.8144, expected range: -27.0758 10.1040
Severely_persistent: rms_fgdepar=13.0781, expected range: 0.0000 25.8077
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1150, expected range: -18.7060 -3.6560
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.2421, expected range: 4.1051 19.4574
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 17912 : out of range
Severe: rms_fgdepar=11.7337, expected range: 0.0000 3.1376
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 60206 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=15.1214, expected range: 5.5366 12.8692
Severe: rms_fgdepar=15.2485, expected range: 5.4242 13.0874
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24136 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.4690, expected range: -17.3738 12.0785
Severe: rms_fgdepar=13.5152, expected range: 0.0000 12.3174
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24266 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.6322, expected range: -12.3588 3.0899
Severe: rms_fgdepar=12.7688, expected range: 0.0000 12.1731
MANUAL LAND SYNOP 2M TEMPERATURE (K) 35007 : out of range
Severe: rms_fgdepar=11.1336, expected range: 0.0000 3.4315
MANUAL LAND SYNOP 2M TEMPERATURE (K) 35107 : out of range
Severe: rms_fgdepar=11.5036, expected range: 0.0000 3.8315
MANUAL LAND SYNOP 2M TEMPERATURE (K) 17287 : out of range
Severe: rms_fgdepar=10.5869, expected range: 0.0000 3.2491
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24219 : out of range
Severe: rms_fgdepar=12.0200, expected range: 0.0000 10.4531
METAR 2M TEMPERATURE (K) UUOK : out of range
Severe: rms_fgdepar=11.1482, expected range: 0.0000 3.7996
METAR 2M TEMPERATURE (K) UOOO : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.1738, expected range: -3.4530 4.7530
Severe: rms_fgdepar=14.2974, expected range: 0.0000 4.1757
METAR 2M TEMPERATURE (K) UUOO : out of range
Severe: rms_fgdepar=10.4512, expected range: 0.0000 2.9853
METAR 2M TEMPERATURE (K) OITU : out of range
Severe: rms_fgdepar=10.3133, expected range: 0.4863 4.1469
METAR 2M TEMPERATURE (K) LTCW : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0146, expected range: 0.0000 11.4462
METAR 2M TEMPERATURE (K) LIMY : out of range
Severe: avg_fgdepar=12.9538, expected range: 0.4742 15.1331
Severe: rms_fgdepar=12.9610, expected range: 1.1385 14.9766
LAND TEMP 2M TEMPERATURE (K) 30230 : out of range
Severe: avg_fgdepar=-13.2469, expected range: -12.3965 3.7115
Severe: rms_fgdepar=13.2469, expected range: 0.0000 11.3073
LAND TEMP 2M TEMPERATURE (K) 36003 : out of range
Severe: avg_fgdepar=-12.1342, expected range: -8.5895 5.2977
Severe: rms_fgdepar=12.1342, expected range: 0.0000 8.5441
LAND TEMP 2M TEMPERATURE (K) 70133 : out of range
Severe: avg_fgdepar=-12.6982, expected range: -12.6343 9.7651
Severe: rms_fgdepar=12.6982, expected range: 0.0000 10.3977
LAND TEMP 2M TEMPERATURE (K) 24266 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-15.6106, expected range: -12.7797 3.8973
Severe: rms_fgdepar=15.6106, expected range: 0.0000 12.5401
BUFR LAND SYNOP 2M TEMPERATURE (K) 60206 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=15.0714, expected range: 5.5523 12.7872
Severe: rms_fgdepar=15.1989, expected range: 5.4377 13.0075
BUFR LAND SYNOP 2M TEMPERATURE (K) 24136 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.5322, expected range: -17.6023 12.1417
Severe: rms_fgdepar=13.5782, expected range: 0.0000 12.5673
BUFR LAND SYNOP 2M TEMPERATURE (K) 24266 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.6998, expected range: -12.3070 2.9838
Severe: rms_fgdepar=12.8364, expected range: 0.0000 12.1469
BUFR LAND SYNOP 2M TEMPERATURE (K) 17287 : out of range
Severe: avg_fgdepar=12.1974, expected range: -4.2516 5.3389
Severe: rms_fgdepar=12.2718, expected range: 0.0000 4.0142
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 68512 : out of range
Severe: rms_fgdepar=35.0504, expected range: 0.0000 19.0664
AUTOMATIC LAND SYNOP RH2M (%) 60667 : out of range
Severe: rms_fgdepar=33.0747, expected range: 0.0000 13.1924
MANUAL LAND SYNOP RH2M (%) 68614 : out of range
Severe: rms_fgdepar=33.7686, expected range: 0.0000 11.7338