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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-06-20 12:00

amsua
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1182, expected range: 0.1615 0.1972
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
Slight: stdev_norm_fgdepar=0.6173, expected range: 0.5517 0.6033
iasi
METOP-B IASI RADIANCES CHANNEL 89 : out of range
2 times in the last 10 days for at least one item
Considerable: avg_biascorr=-0.1921, expected range: -0.1391 -0.0537
METOP-B IASI RADIANCES CHANNEL 170 : out of range
Considerable: avg_biascorr=0.1969, expected range: 0.2102 0.2294
atms
NOAA20 ATMS RADIANCES CHANNEL 18 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: obs_number=234.0000, expected range: 7.8918 11.5427
NOAA20 ATMS RADIANCES CHANNEL 19 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: obs_number=234.0000, expected range: 7.7869 12.1138
NPP ATMS RADIANCES CHANNEL 15 : out of range
Slight: stdev_fgdepar=0.8677, expected range: 0.7675 0.8509
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 7 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.0057, expected range: 0.0043 0.0047
gpsro
METOP-B GRAS RISING (24 impact heights affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=631.0000, expected range: 1106.3872 1523.8481
Atmospheric Motion Vector
METEOSAT-11 AMV VIS2 WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HP : out of range
Considerable: obs_number=1320.0000, expected range: 335.5559 812.1941
Geostationary CSR
HIMAWARI-8 AHI RADIANCES CHANNEL 3 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1367, expected range: -0.0426 0.0597
Radiosondes
LAND TEMP TEMPERATURE (K) 32477 PRESSURE LAYER 0-300 (HPA) : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=10.5630, expected range: 0.0000 39.7841
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 88 : all data missing
Severely_persistent: obs_number=0, expected range: 7.22 556.11
LAND TEMP TEMPERATURE (K) 40841 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=-10.3311, expected range: -3.2687 2.9697
Severe: rms_fgdepar=10.3729, expected range: 0.0000 4.9695
Severe: avg_pge=0.9225, expected range: -0.6347 0.7500
LAND TEMP TEMPERATURE (K) 27962 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.0008, expected range: 0.0000 3.5372
Severe: avg_pge=0.8587, expected range: -0.7420 0.7500
LAND TEMP TEMPERATURE (K) 42647 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8085, expected range: -0.7842 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 71845 PRESSURE LAYER 900-1200 (HPA : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=8.1638, expected range: 0.0000 3.0089
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (4 pressure layers affected : out of range
Severe: obs_number=134.0000, expected range: 5.4822 21.5178
HIGH RESO LAND TEMP Q (G/KG) 30673 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.3851, expected range: 0.0000 1.4174
HIGH RESO LAND TEMP Q (G/KG) 71845 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=5.4061, expected range: 0.0000 1.7543
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : missing
Severe: obs_number=0.0000, expected range: 50.1773 114.3942
LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: rms_fgdepar=1.4524, expected range: 0.1127 0.9980
amdar
MODE-S WIND VECTOR DIFF (M/S) M56E7E8 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.8007, expected range: 0.0000 5.6068
ADS-C WIND VECTOR DIFF (M/S) VAYCOOBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.7547, expected range: -2.6558 8.7385
Severe: rms_fgdepar=37.4259, expected range: 0.0000 13.2678
ADS-C WIND VECTOR DIFF (M/S) X2X02LZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=38.4855, expected range: -0.8773 6.8065
Severe: rms_fgdepar=54.5823, expected range: 0.0000 8.1882
airep
AIREP WIND VECTOR DIFF (M/S) UAL1111 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.6310, expected range: 0.0000 4.6592
AIREP WIND VECTOR DIFF (M/S) UAL372 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.0454, expected range: 0.0000 5.7942
AIREP WIND VECTOR DIFF (M/S) RJA266 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=50.5209, expected range: -6.5277 12.6578
Severe: rms_fgdepar=65.8315, expected range: 0.0000 16.6529
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 06234 PRESSURE LAYER 300-600 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=20.8719, expected range: -28.4654 38.4066
Severely_persistent: rms_fgdepar=20.8795, expected range: -27.7295 38.2267
Severely_persistent: avg_pge=0.8777, expected range: -1.6532 0.7500
All EUROPEAN WIND PROFILER ALL LAYERS South West Pacific : all data missing
Severe: obs_number=0, expected range: 110.08 651.42
All EUROPEAN WIND PROFILER ALL LAYERS West pacific Tropica : all data missing
Severe: obs_number=0, expected range: 110.08 651.42
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 41718 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8054, expected range: -0.8191 0.7500
LAND PILOT WIND VECTOR DIFF (M/S) 48381 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=18.7113, expected range: 0.0000 14.7350
Severe: avg_pge=0.8691, expected range: -0.7449 0.7500
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60471 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8183, expected range: 0.0030 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40627 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=519.2465, expected range: -309.2129 1114.5740
Severely_persistent: rms_fgdepar=519.2465, expected range: 0.0000 1114.5740
Severely_persistent: avg_pge=0.8803, expected range: 0.3283 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 60520 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8174, expected range: -0.5670 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 86972 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=536.1665, expected range: 0.0000 1053.7329
BUFR LAND SYNOP SURFACE PRESSURE (PA) 41573 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=873.5943, expected range: 617.8731 994.2969
Severely_persistent: rms_fgdepar=873.6200, expected range: 625.0258 990.0949
AUTOMATIC LAND SYNOP RH2M (%) 18210 : out of range
Severe: avg_pge=0.8455, expected range: -0.5428 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89573 : out of range
Severe: avg_pge=0.8383, expected range: -1.1146 0.7500
All AUTOMATIC LAND SYNOP WMO BLOCK 17 : all data missing
Severe: obs_number=0, expected range: 40.98 364.52
MANUAL LAND SYNOP RH2M (%) 62120 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.9930, expected range: -1.4485 0.7500
MANUAL LAND SYNOP RH2M (%) 62011 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9595, expected range: -1.3429 0.7500
MANUAL LAND SYNOP RH2M (%) 41715 : out of range
Severe: rms_fgdepar=31.4754, expected range: 0.6935 25.1203
Severe: avg_pge=0.8765, expected range: -1.0765 0.7500
MANUAL LAND SYNOP RH2M (%) 42798 : out of range
Severe: rms_fgdepar=40.2044, expected range: 0.0000 38.8044
Severe: avg_pge=0.9286, expected range: -0.4025 0.5136
MANUAL LAND SYNOP RH2M (%) 42469 : out of range
Severe: avg_pge=0.9324, expected range: -1.1573 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62212 : out of range
Severe: avg_pge=0.8188, expected range: -1.2442 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40675 : out of range
Severe: avg_fgdepar=1068.5692, expected range: -71.7062 244.3216
Severe: rms_fgdepar=1068.5692, expected range: 0.0000 244.3216
Severe: avg_pge=0.9427, expected range: -0.1501 0.1823
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 64285 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=358.2088, expected range: 0.0000 141.1053
BUFR LAND SYNOP Z (M) 08103 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8145, expected range: -0.8727 0.7500
BUFR LAND SYNOP Z (M) 06786 : out of range
Severe: avg_pge=0.9138, expected range: -0.5521 0.7500
BUFR LAND SYNOP Z (M) 56247 : out of range
Severe: avg_pge=0.8123, expected range: -0.0254 0.0305
BUFR LAND SYNOP Z (M) 06687 : out of range
Severe: avg_pge=0.9611, expected range: -0.5567 0.7500
BUFR LAND SYNOP Z (M) 06789 : out of range
Severe: avg_pge=0.8269, expected range: -0.6883 0.7500
BUFR LAND SYNOP RH2M (%) 53502 : out of range
Severe: rms_fgdepar=34.3037, expected range: 0.0000 5.6064
BUFR LAND SYNOP RH2M (%) 53513 : out of range
Severe: rms_fgdepar=47.9460, expected range: 0.0000 38.2075
Severe: avg_pge=0.8743, expected range: -0.1489 0.1849
BUFR LAND SYNOP RH2M (%) 29874 : out of range
Severe: avg_pge=0.8902, expected range: -0.4358 0.5134
BUFR LAND SYNOP RH2M (%) 35117 : out of range
Severe: rms_fgdepar=32.3265, expected range: 0.0000 16.2577
BUFR LAND SYNOP RH2M (%) 91587 : out of range
Severe: rms_fgdepar=34.7205, expected range: 0.0000 17.7409
BUFR LAND SYNOP RH2M (%) 35108 : out of range
Severe: rms_fgdepar=30.9474, expected range: 0.0000 8.7908
BUFR LAND SYNOP RH2M (%) 52818 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=33.6032, expected range: 0.0000 18.2302
BUFR LAND SYNOP RH2M (%) 53529 : out of range
Severe: rms_fgdepar=34.9284, expected range: 0.0000 14.5936
BUFR LAND SYNOP SURFACE PRESSURE (PA) 11120 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=321.0338, expected range: 0.0000 312.1245
Severe: avg_pge=0.8377, expected range: -0.2847 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 64401 : out of range
Severe: rms_fgdepar=558.4310, expected range: 0.0000 305.2705
BUFR LAND SYNOP SURFACE PRESSURE (PA) 11121 : out of range
Severe: rms_fgdepar=302.9155, expected range: 0.0000 295.1885
Severe: avg_pge=0.8250, expected range: -0.2762 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 41965 : out of range
Severe: rms_fgdepar=328.5879, expected range: 0.0000 313.3623
Severe: avg_pge=0.8262, expected range: -0.8613 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 22686 : out of range
Severe: rms_fgdepar=580.4209, expected range: 0.0000 145.6598
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48438 : out of range
Severe: rms_fgdepar=396.8090, expected range: 0.0000 208.6887
BUFR LAND SYNOP SURFACE PRESSURE (PA) 43309 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=340.4299, expected range: 0.0000 227.6459
Severe: avg_pge=0.8455, expected range: -1.2376 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Severe: obs_number=194.0000, expected range: 367.5239 379.4761
ship
SHIP WIND VECTOR DIFF (M/S) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9338, expected range: -0.1148 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 7JSY : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8923, expected range: -0.9793 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTW3 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=519.2168, expected range: -1711.4027 1826.4401
Severely_persistent: rms_fgdepar=520.9386, expected range: 0.0000 1193.4120
Severely_persistent: avg_pge=0.8150, expected range: -0.7386 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ONGA : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=623.3658, expected range: -736.7036 1187.4695
Severely_persistent: rms_fgdepar=623.3658, expected range: 0.0000 1059.4405
Severely_persistent: avg_pge=0.8249, expected range: -1.0023 0.7500
SHIP WIND VECTOR DIFF (M/S) VRKX7 : out of range
Severe: avg_fgdepar=22.9742, expected range: -34.9003 52.1801
Severe: rms_fgdepar=22.9742, expected range: -34.7984 52.1552
Severe: avg_pge=0.9338, expected range: -0.9182 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3EJI6 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8821, expected range: -1.4321 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7TM6 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.2237, expected range: 0.0000 13.6426
Severe: avg_pge=0.8915, expected range: -1.1455 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7AU2 : out of range
Severe: rms_fgdepar=638.1308, expected range: 0.0000 418.0461
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FLO4 : out of range
Severe: rms_fgdepar=502.6929, expected range: 0.0000 1047.7850
BUFR SHIP SYNOP SURFACE PRESSURE (PA) A8IY9 : out of range
Severe: avg_pge=0.8079, expected range: -1.1108 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) BAWPAEG : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=765.7516, expected range: 137.8448 715.0298
Severe: rms_fgdepar=766.8375, expected range: 122.6639 773.8725
BUFR SHIP SYNOP SURFACE PRESSURE (PA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=508.3044, expected range: 0.0000 1353.9624
buoy
MOORED BUOYS SURFACE PRESSURE (PA) 4600082 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8359, expected range: -1.2541 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 5401774 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=577.1622, expected range: -851.9103 1015.5547
Severely_persistent: rms_fgdepar=583.0884, expected range: -856.5036 1066.8222
Severely_persistent: avg_pge=0.8965, expected range: -0.8992 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203751 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=311.2482, expected range: 0.0000 116.0648
DRIFTING BUOYS SURFACE PRESSURE (PA) 3301613 : out of range
Severe: avg_fgdepar=703.8973, expected range: -120.4413 137.1291
Severe: rms_fgdepar=703.8973, expected range: 0.0000 321.2543
Severe: avg_pge=0.9131, expected range: -0.5153 0.7013
DRIFTING BUOYS SURFACE PRESSURE (PA) 1401823 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=357.5551, expected range: 0.0000 128.6172
metar
METAR SURFACE PRESSURE (PA) SGSJ : out of range
Severe: avg_fgdepar=934.7668, expected range: -1009.5016 1658.5884
Severe: rms_fgdepar=934.7668, expected range: 0.0000 1686.6725
Severe: avg_pge=0.8943, expected range: -1.6805 0.7500
METAR SURFACE PRESSURE (PA) PALP : out of range
Severe: rms_fgdepar=354.7891, expected range: 0.0000 152.5486
snow
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
33 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=50.5173, expected range: 43.8277 64.2996
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-772.5641, expected range: -774.2168 -771.8074
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=772.5643, expected range: 771.8073 774.2170
BUFR LAND SYNOP SNOW (CM) _MI11588 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.1176, expected range: 27.8833 59.7246
BUFR LAND SYNOP SNOW (CM) _MI11588 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.2780, expected range: 28.1289 59.9013
BUFR LAND SYNOP SNOW (CM) _MI1067E : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.8519, expected range: 53.1810 63.5188
BUFR LAND SYNOP SNOW (CM) _MI1067E : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=58.5093, expected range: 53.8370 63.7987
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.8911, expected range: -22.1002 -2.4078
Severely_persistent: rms_fgdepar=14.4451, expected range: 2.5039 22.1578
METAR 2M TEMPERATURE (K) UGMS : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=14.0506, expected range: 4.8328 15.0459
Severely_persistent: rms_fgdepar=14.0595, expected range: 4.8157 15.1509
BUFR LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.1996, expected range: -22.1987 -2.4546
Severely_persistent: rms_fgdepar=14.6568, expected range: 2.5482 22.2472
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140F8 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=16.3083, expected range: -6.9399 11.0962
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140F8 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=16.4736, expected range: 0.0000 11.0740
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-19.1692, expected range: -22.7892 -12.7513
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=19.1723, expected range: 12.8708 22.7889
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68361 : out of range
Severe: rms_fgdepar=11.0896, expected range: 0.0000 3.4251
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
Severe: rms_fgdepar=5.2714, expected range: 2.1814 3.5022
MANUAL LAND SYNOP 2M TEMPERATURE (K) 60220 : out of range
Severe: avg_fgdepar=-16.0732, expected range: -3.5049 3.1820
Severe: rms_fgdepar=16.0732, expected range: 0.0000 3.0215
MANUAL LAND SYNOP 2M TEMPERATURE (K) 42266 : out of range
Severe: avg_fgdepar=-18.5343, expected range: -0.2241 4.2903
Severe: rms_fgdepar=18.5343, expected range: 0.0000 4.2903
BUFR LAND SYNOP 2M TEMPERATURE (K) 60220 : out of range
Severe: avg_fgdepar=-15.1353, expected range: -3.9103 3.3510
Severe: rms_fgdepar=15.5061, expected range: 0.0000 3.4597
BUFR LAND SYNOP 2M TEMPERATURE (K) 68361 : out of range
Severe: avg_fgdepar=-19.2139, expected range: -4.1316 1.3401
Severe: rms_fgdepar=19.2139, expected range: 0.0000 4.1316
BUFR LAND SYNOP 2M TEMPERATURE (K) 87405 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.0923, expected range: 0.0000 14.8923
BUFR LAND SYNOP 2M TEMPERATURE (K) 42266 : out of range
Severe: avg_fgdepar=-18.5843, expected range: -0.2741 4.2403
Severe: rms_fgdepar=18.5843, expected range: 0.0000 4.2403
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Severe: obs_number=195.0000, expected range: 372.5193 411.9513