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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2020-08-04 12:00

cris
NPP CRIS RADIANCES CHANNEL 107 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1853, expected range: 0.1334 0.1561
NPP CRIS RADIANCES CHANNEL 108 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1447, expected range: 0.0941 0.1190
NPP CRIS RADIANCES CHANNEL 119 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1862, expected range: 0.1451 0.1678
NOAA20 CRIS RADIANCES CHANNEL 107 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2131, expected range: 0.1618 0.1852
NOAA20 CRIS RADIANCES CHANNEL 119 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1783, expected range: 0.1392 0.1564
airs
AQUA AIRS RADIANCES CHANNEL 1948 : missing
2 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 2256.9647 3852.2118
AQUA AIRS RADIANCES CHANNEL 2164 : missing
2 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 632.0227 2054.9400
ssmis
DMSP-18 SSMIS RADIANCES CHANNEL 9 : out of range
Considerable: obs_number=9371.0000, expected range: 14035.8853 21616.5962
DMSP-18 SSMIS RADIANCES CHANNEL 10 : out of range
Considerable: obs_number=12475.0000, expected range: 17886.9605 26932.0766
DMSP-18 SSMIS RADIANCES CHANNEL 11 : out of range
Considerable: obs_number=12522.0000, expected range: 17866.2026 26967.7974
Atmospheric Motion Vector
METEOSAT-8 AMV IR3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: stdev_fgdepar=4.4011, expected range: 2.4860 3.3603
Considerable: avg_fgdepar=6.8501, expected range: 3.9043 5.2320
METEOSAT-11 AMV IR3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HP : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_fgdepar=2.0464, expected range: 1.0542 1.5364
resat
METOP-B GOME-2 OZONE, TOP PRESSURE LAYER 12-13 (HPA) : out of range
Considerable: obs_number=8303.0000, expected range: 9696.0729 13059.1036
Radiosondes
LAND TEMP TEMPERATURE (K) 61660 PRESSURE LAYER 0-300 (HPA) : out of range
31 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.1555, expected range: -17.7900 -12.1350
Severely_persistent: rms_fgdepar=21.7280, expected range: 18.6499 23.5031
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : missing
5 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 0.0000 493.3502
Severely_persistent: obs_number=0.0000, expected range: 9.4946 738.4006
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (3 pressure layers affected : missing
8 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 31.6577 613.3763
HIGH RESO SEA TEMP WIND VECTOR DIFF (M/S) (3 pressure layers affected) : missing
10 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 0.0000 823.8658
LAND TEMP WIND VECTOR DIFF (M/S) 35700 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.2958, expected range: 1.6515 5.2663
LAND TEMP WIND VECTOR DIFF (M/S) 72402 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.0134, expected range: 0.0000 7.0557
LAND TEMP TEMPERATURE (K) 34882 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.7100, expected range: 0.0000 1.6336
Severe: avg_pge=0.8609, expected range: -0.1256 0.1874
LAND TEMP TEMPERATURE (K) 28225 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=6.5083, expected range: 0.0000 2.8216
LAND TEMP Q (G/KG) 22522 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.0772, expected range: 0.0937 0.8260
All LAND TEMP ALL LAYERS WMO BLOCK 62 : all data missing
Severe: obs_number=0, expected range: 0.00 334.60
All LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 0.00 255.22
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 53463 (2 pressure layers af : out of range
Severe: rms_fgdepar=20.2061, expected range: 0.0000 5.5893
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 53463 PRESSURE LAYER 600-90 : out of range
Severe: avg_pge=0.8733, expected range: -0.3833 0.5556
HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : missing
4 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 158.8931 215.1069
Severe: obs_number=0.0000, expected range: 171.3616 197.4384
HIGH RESO LAND TEMP Q (G/KG) 72233 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.5657, expected range: 0.4275 1.5068
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=120.0000, expected range: 22.3486 78.9014
LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Considerable: obs_number=264.0000, expected range: 66.4958 189.2542
HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
Considerable: obs_number=64.0000, expected range: 196.0823 347.1677
amdar
AMDAR TEMPERATURE (K) CNFKQP PRESSURE LAYER 600-900 (HPA) : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9731, expected range: -0.3412 0.7500
AMDAR WIND VECTOR DIFF (M/S) BR712393 PRESSURE LAYER 0-300 (HPA) : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8016, expected range: 0.3973 0.7500
AMDAR TEMPERATURE (K) CNFKQP (2 pressure layers affected) : out of range
Severe: avg_fgdepar=9.0789, expected range: -6.0834 8.6824
Severe: rms_fgdepar=9.3928, expected range: 0.0000 9.2671
All AMDAR WIND VECTOR DIFF (M/S) ALL LAYERS East pacific Tropica : all data missing
Severe: obs_number=0, expected range: 0.00 318.17
WIGOS AMDAR TEMPERATURE (K) EU0758 PRESSURE LAYER 0-300 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8240, expected range: 0.8007 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) F2QUNVBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.6750, expected range: 0.0000 8.6950
WIGOS AMDAR WIND VECTOR DIFF (M/S) DIJX1DJA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=23.6790, expected range: -10.9446 17.0909
Severe: rms_fgdepar=24.1474, expected range: 0.0000 20.9692
Severe: avg_pge=0.8453, expected range: -0.8374 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) BTSX1DZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=20.7642, expected range: -21.4561 35.3141
Severe: rms_fgdepar=21.4680, expected range: 0.0000 38.5775
WIGOS AMDAR WIND VECTOR DIFF (M/S) BTSX1DZA (2 pressure layers affecte : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8417, expected range: -1.5125 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) GJYINEZA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=16.8622, expected range: 0.0000 6.1669
WIGOS AMDAR WIND VECTOR DIFF (M/S) SRQGUUJA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=16.1939, expected range: 0.0000 7.9150
WIGOS AMDAR WIND VECTOR DIFF (M/S) GXZAOHRA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=17.0823, expected range: 0.0000 5.8087
WIGOS AMDAR WIND VECTOR DIFF (M/S) DC4HOEZA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=18.5005, expected range: 0.0000 8.2824
WIGOS AMDAR Q (G/KG) BPZGUWRA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8133, expected range: -0.3645 0.6431
WIGOS AMDAR Q (G/KG) GRBWUUZA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8231, expected range: -0.1861 0.4589
synop
MANUAL LAND SYNOP RH2M (%) 82564 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9739, expected range: -1.2950 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43012 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8658, expected range: 0.3032 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43083 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8893, expected range: -1.3139 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42295 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=1553.6436, expected range: 1399.4683 1679.9809
Severely_persistent: rms_fgdepar=1553.6436, expected range: 1399.4683 1679.9809
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43029 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=505.7773, expected range: -261.7879 607.7939
Severely_persistent: rms_fgdepar=505.7773, expected range: 0.0000 466.3340
Severely_persistent: avg_pge=0.8953, expected range: -0.7224 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 61461 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8286, expected range: 0.4077 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 91682 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8936, expected range: -0.3170 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 55664 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-656.7979, expected range: -1688.6098 1155.8636
Severely_persistent: rms_fgdepar=678.0794, expected range: -1242.1970 1816.4556
Severely_persistent: avg_pge=0.8781, expected range: -1.7518 0.7500
MANUAL LAND SYNOP RH2M (%) 35514 : out of range
Severe: rms_fgdepar=35.5343, expected range: 0.0000 14.5108
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42661 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8543, expected range: -0.9201 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42623 : out of range
Severe: avg_pge=0.8103, expected range: -1.0649 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 88963 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=316.0384, expected range: 0.0000 101.0408
Severe: avg_pge=0.8151, expected range: -0.8338 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 80214 : out of range
Severe: avg_pge=0.8006, expected range: 0.6952 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42834 : out of range
Severe: avg_fgdepar=538.7519, expected range: -192.3273 254.7374
Severe: rms_fgdepar=538.7519, expected range: 0.0000 159.8374
Severe: avg_pge=0.8849, expected range: -1.0271 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 48025 : out of range
Severe: avg_fgdepar=736.7744, expected range: -576.5451 62.6217
Severe: rms_fgdepar=736.7744, expected range: 0.0000 576.5451
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89055 : out of range
Severe: rms_fgdepar=315.7835, expected range: 0.0000 97.3069
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42467 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=994.2785, expected range: -512.7335 454.2904
Severe: rms_fgdepar=994.2785, expected range: 0.0000 356.6039
Severe: avg_pge=0.9466, expected range: -1.1584 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42177 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=1053.3811, expected range: -378.4195 453.2223
Severe: rms_fgdepar=1053.3811, expected range: 0.0000 301.0054
Severe: avg_pge=0.9474, expected range: -1.2465 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8331, expected range: -1.0990 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41989 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-689.3904, expected range: -401.8303 564.0740
Severe: rms_fgdepar=689.3904, expected range: 0.0000 520.3354
Severe: avg_pge=0.9173, expected range: -0.6553 0.7500
BUFR LAND SYNOP Z (M) 08103 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9775, expected range: -0.2890 0.7500
BUFR LAND SYNOP RH2M (%) 16460 : out of range
Severe: rms_fgdepar=30.3672, expected range: 0.0000 16.1721
BUFR LAND SYNOP RH2M (%) 41055 : out of range
Severe: rms_fgdepar=46.7638, expected range: 0.0000 35.5723
Severe: avg_pge=0.9746, expected range: -1.2300 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16263 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=495.2899, expected range: 0.0000 219.4446
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94893 : out of range
Severe: rms_fgdepar=315.2474, expected range: 0.0000 153.5396
Severe: avg_pge=0.8093, expected range: -0.7205 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48025 : out of range
Severe: avg_fgdepar=736.7744, expected range: -788.0235 354.9069
Severe: rms_fgdepar=736.7744, expected range: 0.0000 788.0235
Severe: avg_pge=0.9221, expected range: -0.9391 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94866 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=379.3789, expected range: 0.0000 81.8535
BUFR LAND SYNOP SURFACE PRESSURE (PA) 30127 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=668.3279, expected range: 0.0000 184.3421
ship
AUTOMATIC SHIP SURFACE PRESSURE (PA) CFL24 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-835.5001, expected range: -2856.3961 2205.2187
Severely_persistent: rms_fgdepar=836.9874, expected range: 0.0000 1380.7864
BUFR SHIP SYNOP SURFACE PRESSURE (PA) CFL24 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-835.5001, expected range: -2849.2999 2247.5283
Severely_persistent: rms_fgdepar=836.9874, expected range: 0.0000 1485.1912
Severely_persistent: avg_pge=0.9386, expected range: 0.3761 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRCI9 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9095, expected range: -0.5685 0.7500
AUTOMATIC SHIP SURFACE PRESSURE (PA) AMOUK36 : out of range
Severe: avg_fgdepar=572.8274, expected range: -52.5427 167.4566
Severe: rms_fgdepar=660.4682, expected range: 0.0000 148.4064
SHIP SURFACE PRESSURE (PA) 9HA4883 : out of range
Severe: avg_pge=0.8245, expected range: -1.5258 0.7500
SHIP SURFACE PRESSURE (PA) VRJT5 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=822.9540, expected range: -2500.3071 2299.5748
Severe: rms_fgdepar=822.9540, expected range: 0.0000 1500.3784
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9VFL3 : out of range
Severe: avg_pge=0.8008, expected range: -0.8834 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FVW3 : out of range
Severe: avg_fgdepar=-545.0760, expected range: -999.3091 -172.5881
Severe: rms_fgdepar=545.7553, expected range: 174.5561 999.9062
Severe: avg_pge=0.8366, expected range: 0.7315 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRJT5 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=822.9540, expected range: -1700.7826 1859.2234
Severe: rms_fgdepar=822.9540, expected range: 0.0000 1409.7425
Severe: avg_pge=0.8718, expected range: -1.3890 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK36 : out of range
Severe: avg_fgdepar=572.8274, expected range: -54.5643 168.0411
Severe: rms_fgdepar=660.4682, expected range: 0.0000 147.9518
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 2IYH2 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8975, expected range: 0.2981 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9HA3474 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8789, expected range: -1.1427 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7UU6 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8734, expected range: -0.4352 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WYT8569 : out of range
Severe: rms_fgdepar=18.1757, expected range: 0.0000 12.4946
Severe: avg_pge=0.9004, expected range: -0.8043 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRLI9 : out of range
Severe: rms_fgdepar=20.2445, expected range: 0.0000 13.6433
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1601531 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-528.4501, expected range: -661.9050 1302.4729
Severely_persistent: rms_fgdepar=553.3313, expected range: 0.0000 890.1523
Severely_persistent: avg_pge=0.8815, expected range: -0.3793 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1501748 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-608.6015, expected range: -1560.0704 1452.8246
Severely_persistent: rms_fgdepar=612.3469, expected range: 0.0000 910.1861
Severely_persistent: avg_pge=0.9105, expected range: 0.1560 0.7500
metar
METAR SURFACE PRESSURE (PA) VLLB : out of range
Severe: rms_fgdepar=525.0964, expected range: 0.0000 254.9673
METAR SURFACE PRESSURE (PA) FNUB : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=384.3475, expected range: 0.0000 132.0942
METAR SURFACE PRESSURE (PA) OICK : out of range
Severe: rms_fgdepar=315.2377, expected range: 0.0000 112.7851
METAR SURFACE PRESSURE (PA) SBUR : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=336.6542, expected range: 0.0000 178.6869
AUTOMATIC METAR SURFACE PRESSURE (PA) KEYF : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=414.2286, expected range: 0.0000 139.9381
AUTOMATIC METAR SURFACE PRESSURE (PA) KOQN : out of range
Severe: rms_fgdepar=311.0969, expected range: 0.0000 151.4875
snow
MANUAL LAND SYNOP SNOW (CM) : out of range
Severe: rms_fgdepar=18.7270, expected range: 0.0000 9.3374
Severe: rms_fgdepar=18.7270, expected range: 0.0000 9.4659
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89625 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8392, expected range: 0.0727 1.2770
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89828 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8355, expected range: 0.0938 1.2191
LAND TEMP 2M TEMPERATURE (K) 72376 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8204, expected range: -0.3542 1.3122
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-18.0282, expected range: -20.4530 -10.7166
Severely_persistent: rms_fgdepar=18.0282, expected range: 11.0330 20.9539
BUFR LAND SYNOP 2M TEMPERATURE (K) 89828 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8337, expected range: 0.1236 1.2067
MANUAL LAND SYNOP 2M TEMPERATURE (K) 88963 : out of range
Severe: rms_fgdepar=11.4638, expected range: 0.0579 6.1914
METAR 2M TEMPERATURE (K) KNEL : out of range
Severe: avg_fgdepar=-14.6657, expected range: -2.4493 4.1559
Severe: rms_fgdepar=14.6657, expected range: 0.0000 6.5112
METAR 2M TEMPERATURE (K) YBTL : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.6784, expected range: -2.4041 4.6723
Severe: rms_fgdepar=12.6784, expected range: 0.0810 4.8415
BUFR LAND SYNOP 2M TEMPERATURE (K) 88963 : out of range
Severe: avg_fgdepar=-12.2178, expected range: -4.9648 8.6858
Severe: rms_fgdepar=12.2479, expected range: 0.0000 6.5018