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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-14 00:00

amsua
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1457, expected range: 0.0615 0.1027
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2010, expected range: 0.2391 0.2789
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3233, expected range: -0.2809 -0.2729
AMSUA EARS
NOAA-18 AMSUA RADIANCES CHANNEL 13 : out of range
Severe: avg_biascorr=-0.7057, expected range: -0.6046 -0.5045
iasi
METOP-B IASI RADIANCES CHANNEL 3165 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2660, expected range: -0.2412 -0.2197
METOP-B IASI RADIANCES CHANNEL 3244 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1490, expected range: -0.1220 -0.1032
METOP-C IASI RADIANCES CHANNEL 3165 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2415, expected range: -0.2152 -0.1939
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5356, expected range: 0.6164 0.6713
METOP-B MHS ALLSKY RADIANCES CHANNEL 5 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: obs_number=5587.0000, expected range: 6595.8093 6944.7414
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_norm_fgdepar=0.4695, expected range: -0.2019 0.1777
Severely_persistent: stdev_norm_fgdepar=1.2018, expected range: 0.7987 0.8594
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 4 : out of range
1 times in the last 10 days for at least one item
Severe: avg_norm_fgdepar=-0.3138, expected range: -0.0552 0.0448
Severe: stdev_norm_fgdepar=0.8175, expected range: 0.6601 0.6774
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 5 : out of range
Severe: avg_norm_fgdepar=-0.3394, expected range: -0.0441 0.0645
Severe: stdev_norm_fgdepar=0.8258, expected range: 0.6781 0.7035
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 6 : out of range
Severe: avg_norm_fgdepar=-0.3923, expected range: -0.0455 0.0760
Severe: stdev_norm_fgdepar=0.8613, expected range: 0.6734 0.7347
FY-3D MWHS2 ALLSKY RADIANCES (5 channels affected) : out of range
Severe: avg_biascorr=-3.3298, expected range: -2.4656 -2.4035
atms
NPP ATMS RADIANCES CHANNEL 10 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2176, expected range: -0.2628 -0.2445
NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2838, expected range: -0.2562 -0.2474
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5943, expected range: -0.3977 -0.1459
Atmospheric Motion Vector
METEOSAT-8 AMV CLOUDY WV2 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 : out of range
4 times in the last 10 days for at least one item
Considerable: obs_number=1215.0000, expected range: 213.1549 832.1166
mwri
FY-3D MWRI RADIANCES CHANNEL 3 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7686, expected range: 0.6529 0.6976
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.8431, expected range: 0.0602 0.3333
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8587, expected range: -0.2947 0.7500
LAND TEMP TEMPERATURE (K) 24507 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8670, expected range: -1.1893 0.7500
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8865, expected range: -0.6664 0.7500
All HIGH RESO SEA TEMP ALL LAYERS South Atlantic : all data missing
Severely_persistent: obs_number=0, expected range: 4.54 327.43
LAND TEMP TEMPERATURE (K) 34882 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=11.2915, expected range: -0.9806 2.6647
Severe: rms_fgdepar=11.3624, expected range: 0.0000 2.4821
Severe: avg_pge=0.9273, expected range: -0.2996 0.7136
LAND TEMP WIND VECTOR DIFF (M/S) 34882 (3 pressure layers affected) : out of range
Severe: rms_fgdepar=18.5300, expected range: 0.0961 5.9569
LAND TEMP WIND VECTOR DIFF (M/S) 34882 (2 pressure layers affected) : out of range
Severe: avg_pge=0.8574, expected range: -0.2587 0.4081
LAND TEMP WIND VECTOR DIFF (M/S) 22820 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=17.1529, expected range: 0.0000 6.4255
Severe: avg_pge=0.9000, expected range: -0.8335 0.7500
LAND TEMP WIND VECTOR DIFF (M/S) 27962 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.8944, expected range: 0.0000 14.9500
Severe: avg_pge=0.8701, expected range: -0.6945 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8516, expected range: -0.4238 0.7500
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 58725 PRESSURE LAYER 600-90 : out of range
Severe: rms_fgdepar=18.1081, expected range: 0.7590 4.5808
Severe: avg_pge=0.8630, expected range: -0.1439 0.2203
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Severe: obs_number=195.0000, expected range: 91.9198 101.8302
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severe: obs_number=0, expected range: 74.36 160.31
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 48 : all data missing
Severe: obs_number=0, expected range: 136.15 182.13
All HIGH RESO SEA TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 27.60 149.40
HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=362.0000, expected range: 435.9981 464.7519
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : out of range
Considerable: obs_number=284.0000, expected range: 359.8615 389.1385
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Considerable: obs_number=155.0000, expected range: 186.9175 195.0825
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=439.0000, expected range: 337.3741 358.3759
amdar
ADS-C WIND VECTOR DIFF (M/S) NPSVRFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.3424, expected range: 0.0000 15.7480
ADS-C WIND VECTOR DIFF (M/S) K0GMVHJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.9930, expected range: -0.2128 10.1258
Severe: rms_fgdepar=33.0590, expected range: 0.0000 18.5163
ADS-C WIND VECTOR DIFF (M/S) PHX132RA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.4629, expected range: 0.0000 30.5548
ADS-C WIND VECTOR DIFF (M/S) WN5UC5RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=28.3333, expected range: -0.0340 5.7193
Severe: rms_fgdepar=41.5546, expected range: 0.0272 6.4101
ADS-C WIND VECTOR DIFF (M/S) X4TBZDRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.3927, expected range: 0.0000 9.8713
airep
AIREP WIND VECTOR DIFF (M/S) ETD140 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.2759, expected range: -44.7454 61.8888
AIREP WIND VECTOR DIFF (M/S) UAL901 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.6401, expected range: 0.0000 11.8139
AIREP WIND VECTOR DIFF (M/S) UAL182 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.3638, expected range: 0.0000 8.8579
AIREP WIND VECTOR DIFF (M/S) UAL907 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=28.6348, expected range: -37.0195 51.3109
AIREP WIND VECTOR DIFF (M/S) LOT4NL PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=28.7687, expected range: -21.7951 32.0449
AIREP WIND VECTOR DIFF (M/S) VIR156T PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=37.5765, expected range: -10.8460 21.9962
Severe: rms_fgdepar=43.3455, expected range: -34.3315 50.6992
AIREP WIND VECTOR DIFF (M/S) LOT2LY PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.9224, expected range: -64.1277 83.3316
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 01498 PRESSURE LAYER 600-900 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=26.1625, expected range: -9.1585 19.0018
Severe: rms_fgdepar=29.2795, expected range: 0.0000 19.0446
Severe: avg_pge=0.8269, expected range: -1.2051 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=1255.0000, expected range: 871.3231 1091.1769
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42339 PRESSURE LAYER 0-300 (HPA) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=46.6985, expected range: -37.2618 59.7915
Severely_persistent: rms_fgdepar=46.6985, expected range: 0.0000 58.1069
Severely_persistent: avg_pge=0.9288, expected range: -0.9241 0.7500
LAND PILOT WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=105.0000, expected range: 20.0274 74.4726
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 34498 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8861, expected range: -2.1355 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8861, expected range: -2.1355 0.7500
BUFR LAND SYNOP RH2M (%) 95624 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=53.2515, expected range: -25.1376 68.9785
Severely_persistent: rms_fgdepar=53.2515, expected range: 0.0000 68.9785
Severely_persistent: avg_pge=0.9998, expected range: -1.8194 0.7500
BUFR LAND SYNOP RH2M (%) 95626 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9459, expected range: -1.6328 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 15712 : out of range
Severe: rms_fgdepar=329.4248, expected range: 0.0000 180.7038
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82792 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-508.1206, expected range: -448.8778 207.6586
Severe: rms_fgdepar=508.1206, expected range: 0.0000 448.8778
Severe: avg_pge=0.8722, expected range: -0.7248 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83033 : out of range
Severe: rms_fgdepar=321.3243, expected range: 0.0000 139.6362
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 78073 : out of range
Severe: rms_fgdepar=546.0012, expected range: 0.0000 81.9315
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83683 : out of range
Severe: avg_fgdepar=-724.1096, expected range: -347.3135 36.9689
Severe: rms_fgdepar=724.1096, expected range: 0.0000 347.3135
Severe: avg_pge=0.9124, expected range: -0.8957 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 48914 : out of range
Severe: rms_fgdepar=511.8964, expected range: 13.5316 154.4117
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83319 : out of range
Severe: rms_fgdepar=435.1700, expected range: 0.0000 145.3862
Severe: avg_pge=0.8457, expected range: -0.9098 0.7500
MANUAL LAND SYNOP RH2M (%) 64870 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=50.3748, expected range: 5.4355 60.2430
Severe: rms_fgdepar=50.3748, expected range: 5.4355 60.2430
Severe: avg_pge=0.9485, expected range: -0.7845 0.7500
MANUAL LAND SYNOP RH2M (%) 15712 : out of range
Severe: avg_fgdepar=50.9886, expected range: -40.3450 91.3942
Severe: rms_fgdepar=50.9886, expected range: 0.0000 91.3942
MANUAL LAND SYNOP RH2M (%) 16084 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=52.5647, expected range: -35.6181 66.9683
Severe: rms_fgdepar=52.9295, expected range: 0.0000 66.9551
MANUAL LAND SYNOP RH2M (%) 65125 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=55.8747, expected range: -0.2810 73.0025
Severe: rms_fgdepar=55.8747, expected range: 0.0000 73.0025
Severe: avg_pge=1.0000, expected range: -1.5723 0.7500
MANUAL LAND SYNOP RH2M (%) 48875 : out of range
Severe: rms_fgdepar=33.4785, expected range: 0.0000 17.0008
MANUAL LAND SYNOP RH2M (%) 64706 : out of range
Severe: avg_fgdepar=55.5024, expected range: -5.9430 53.9381
Severe: rms_fgdepar=55.5024, expected range: 0.0000 53.9381
Severe: avg_pge=0.9998, expected range: -0.2569 0.3751
MANUAL LAND SYNOP RH2M (%) 87467 : out of range
Severe: rms_fgdepar=36.0128, expected range: 0.6573 31.7054
Severe: avg_pge=0.9764, expected range: -0.1845 0.2345
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=0.8551, expected range: -0.3601 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94950 : out of range
Severe: rms_fgdepar=441.6782, expected range: 0.0000 108.0208
Severe: avg_pge=0.8653, expected range: 0.0000 0.0000
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16280 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8079, expected range: -0.7186 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16642 : out of range
Severe: rms_fgdepar=434.2358, expected range: 0.0000 232.2219
BUFR LAND SYNOP SURFACE PRESSURE (PA) 29662 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=301.5010, expected range: 0.0000 159.9523
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94703 : out of range
Severe: rms_fgdepar=392.9934, expected range: 0.0000 182.4670
BUFR LAND SYNOP SURFACE PRESSURE (PA) 27277 : out of range
Severe: rms_fgdepar=552.7892, expected range: 0.0000 83.1838
BUFR LAND SYNOP SURFACE PRESSURE (PA) 86689 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=316.3680, expected range: 10.5557 64.8589
BUFR LAND SYNOP RH2M (%) _MI1EC40 : out of range
Severe: avg_fgdepar=52.2450, expected range: -18.3407 40.4759
BUFR LAND SYNOP RH2M (%) _MI1EC40 : out of range
Severe: rms_fgdepar=52.2478, expected range: 0.0000 40.8844
BUFR LAND SYNOP RH2M (%) 06432 : out of range
Severe: avg_fgdepar=50.5091, expected range: -15.7174 23.4310
Severe: rms_fgdepar=50.5091, expected range: 0.0000 23.1818
BUFR LAND SYNOP RH2M (%) 06704 : out of range
Severe: avg_fgdepar=56.4198, expected range: -63.0916 64.4080
Severe: rms_fgdepar=56.4198, expected range: -35.1611 52.7014
BUFR LAND SYNOP RH2M (%) 16224 : out of range
Severe: rms_fgdepar=33.7372, expected range: 0.0000 17.5149
BUFR LAND SYNOP RH2M (%) 07374 : out of range
Severe: rms_fgdepar=30.6397, expected range: 0.0000 16.3462
BUFR LAND SYNOP RH2M (%) 10615 : out of range
Severe: rms_fgdepar=30.7022, expected range: 0.0000 16.2434
BUFR LAND SYNOP RH2M (%) 08075 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=41.5832, expected range: 0.0000 13.2705
BUFR LAND SYNOP RH2M (%) 07475 : out of range
Severe: rms_fgdepar=37.2165, expected range: 0.0000 19.8390
BUFR LAND SYNOP RH2M (%) 06675 : out of range
Severe: avg_fgdepar=64.8845, expected range: -37.7802 46.3202
Severe: rms_fgdepar=64.8845, expected range: 0.0000 39.5485
Severe: avg_pge=0.9263, expected range: -0.0038 0.0111
BUFR LAND SYNOP RH2M (%) 41036 : out of range
Severe: avg_fgdepar=-61.3541, expected range: -51.8721 35.0042
Severe: rms_fgdepar=61.3541, expected range: 0.0000 41.5982
BUFR LAND SYNOP RH2M (%) 06617 : out of range
Severe: avg_fgdepar=56.9248, expected range: -57.4676 54.6281
Severe: rms_fgdepar=56.9248, expected range: 0.0000 44.3585
BUFR LAND SYNOP RH2M (%) 57687 : out of range
Severe: rms_fgdepar=36.7475, expected range: 0.0000 20.9387
BUFR LAND SYNOP RH2M (%) 07648 : out of range
Severe: rms_fgdepar=32.1900, expected range: 0.0000 17.2339
BUFR LAND SYNOP RH2M (%) _MI13CD8 : out of range
Severe: avg_fgdepar=56.0693, expected range: -34.9278 53.7420
BUFR LAND SYNOP RH2M (%) _MI13CD8 : out of range
Severe: rms_fgdepar=56.1667, expected range: 0.0000 53.7991
BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=58.0663, expected range: -10.0399 68.5586
BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=58.1440, expected range: 0.0000 68.6064
BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8370, expected range: -0.5247 0.7082
BUFR LAND SYNOP Z (M) 06798 : out of range
Severe: rms_fgdepar=205.3623, expected range: 1.4384 69.5172
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=163.0000, expected range: 72.0899 116.4101
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46183 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8117, expected range: -0.4915 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) BNSK : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=28.0797, expected range: -23.9605 39.7700
Severely_persistent: rms_fgdepar=28.1295, expected range: 0.0000 39.9944
Severely_persistent: avg_pge=0.9359, expected range: -0.7770 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3EOW7 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8770, expected range: -0.7828 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V3818 : out of range
Severe: rms_fgdepar=18.2348, expected range: 0.0000 17.2779
Severe: avg_pge=0.8455, expected range: -0.7603 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ZMMC : out of range
Severe: rms_fgdepar=16.7472, expected range: 0.0000 15.8031
Severe: avg_pge=0.8938, expected range: -0.6177 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4612 : out of range
Severe: rms_fgdepar=669.9357, expected range: 0.0000 404.0289
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9574 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=623.4169, expected range: -428.2062 679.7582
Severe: rms_fgdepar=623.4169, expected range: 0.0000 680.8641
Severe: avg_pge=0.8270, expected range: -1.0587 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK05 : out of range
Severe: avg_fgdepar=-506.7551, expected range: -315.7142 225.7298
Severe: rms_fgdepar=511.1129, expected range: 0.0000 321.8074
Severe: avg_pge=0.8940, expected range: -0.9096 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2HHG5 : out of range
Severe: rms_fgdepar=507.7678, expected range: 0.0000 761.1257
BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6NQ : out of range
Severe: avg_fgdepar=631.9113, expected range: 241.6395 961.4006
Severe: rms_fgdepar=642.4574, expected range: 234.4260 974.8888
Severe: avg_pge=0.8119, expected range: 0.6252 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-555.2129, expected range: -939.0874 804.2418
Severely_persistent: rms_fgdepar=582.1256, expected range: -754.9356 1043.4056
Severely_persistent: avg_pge=0.8952, expected range: -1.3065 0.7500
metar
METAR SURFACE PRESSURE (PA) SPST : out of range
Severe: rms_fgdepar=338.8368, expected range: 11.6452 130.6503
snow
AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-111.1916, expected range: -131.6461 -80.7187
Severely_persistent: rms_fgdepar=111.1916, expected range: 80.7187 131.6461
MANUAL LAND SYNOP SNOW (CM) 11110 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.6181, expected range: -96.2554 -61.6785
Severely_persistent: rms_fgdepar=77.6181, expected range: 61.6785 96.2554
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=66.6279, expected range: 54.9876 74.3664
Severely_persistent: rms_fgdepar=66.6279, expected range: 54.9876 74.3664
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=-132.2554, expected range: -162.9978 -93.3983
Severely_persistent: rms_fgdepar=132.2554, expected range: 93.3983 162.9978
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=-88.8999, expected range: -96.7839 -76.3684
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=88.9048, expected range: 76.3693 96.8126
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=-65.5227, expected range: -69.1133 -59.2488
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=65.5297, expected range: 59.2709 69.1101
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.7974, expected range: -67.8562 -40.9299
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=59.8011, expected range: 40.9413 67.8533
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=-78.5166, expected range: -82.8218 -73.0059
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=78.5183, expected range: 73.0125 82.8273
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=-84.9661, expected range: -90.9054 -80.1316
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=84.9679, expected range: 80.1645 90.9031
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=66.7697, expected range: 55.1261 74.5147
Severely_persistent: rms_fgdepar=66.7697, expected range: 55.1261 74.5147
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=-94.0735, expected range: -112.7331 -12.9739
Severely_persistent: rms_fgdepar=94.0735, expected range: 12.9739 112.7331
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=-69.9817, expected range: -74.1979 -63.4186
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=69.9834, expected range: 63.4311 74.1990
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=-60.5229, expected range: -65.2896 -53.6635
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=60.5265, expected range: 53.6711 65.3023
BUFR LAND SYNOP SNOW (CM) 14006 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=59.3882, expected range: 34.2328 62.4918
Severely_persistent: rms_fgdepar=59.3882, expected range: 34.2328 62.4918
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=-89.5563, expected range: -105.0471 -50.6099
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=89.5586, expected range: 50.6604 105.0555
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=51.1823, expected range: 45.4167 68.5196
BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=51.1823, expected range: 45.4169 68.5280
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-52.8312, expected range: -54.8146 -50.9504
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=52.8401, expected range: 50.9692 54.8152
BUFR LAND SYNOP SNOW (CM) 47067 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=99.4586, expected range: 99.1985 99.9903
Severely_persistent: rms_fgdepar=99.4586, expected range: 99.1991 99.9899
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-58.0096, expected range: -60.2050 -39.9459
Severely_persistent: rms_fgdepar=58.0099, expected range: 39.9487 60.2102
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=54.2593, expected range: 26.0503 61.8327
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=54.2598, expected range: 26.1124 61.8112
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=-69.3645, expected range: -77.1236 -66.6070
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=69.3671, expected range: 66.6269 77.1230
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-62.5937, expected range: -82.2656 -36.5871
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.5937, expected range: 36.5927 82.2620
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=-74.0223, expected range: -81.3920 -64.4588
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=74.0234, expected range: 64.4680 81.4035
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=-60.3221, expected range: -65.2822 -47.6602
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=60.3221, expected range: 47.6595 65.2852
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=-83.2601, expected range: -89.0700 -69.0831
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=83.2615, expected range: 69.0844 89.0762
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-62.7712, expected range: -65.6054 -54.0740
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=62.7732, expected range: 54.0959 65.6179
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-82.1655, expected range: -85.2525 -77.3406
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=82.1692, expected range: 77.8699 85.2480
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=-79.6586, expected range: -85.9113 -62.3036
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=79.6636, expected range: 62.3345 85.9071
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=-75.6441, expected range: -79.4736 -61.9318
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=75.6500, expected range: 61.9547 79.4759
AUTOMATIC LAND SYNOP SNOW (CM) 07061 : out of range
Severe: avg_fgdepar=89.0000, expected range: -0.0061 0.0046
Severe: rms_fgdepar=89.0000, expected range: -0.0077 0.0101
MANUAL LAND SYNOP SNOW (CM) 17042 : out of range
Severe: rms_fgdepar=23.7482, expected range: -0.3701 0.4794
MANUAL LAND SYNOP SNOW (CM) 17285 : out of range
Severe: rms_fgdepar=22.0800, expected range: 0.0000 10.6724
MANUAL LAND SYNOP SNOW (CM) 71727 : out of range
Severe: rms_fgdepar=47.9210, expected range: 0.0000 6.1834
ROCOB TEMP SNOW (CM) 63301030 : out of range
Severe: rms_fgdepar=27.1316, expected range: 0.4238 14.3389
ROCOB TEMP SNOW (CM) 63302052 : out of range
Severe: rms_fgdepar=16.5175, expected range: 1.7621 8.0660
ROCOB TEMP SNOW (CM) 63306884 : out of range
Severe: rms_fgdepar=29.4775, expected range: 0.0000 13.4474
ROCOB TEMP SNOW (CM) 63303278 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.0838, expected range: 8.0347 14.1974
BUFR LAND SYNOP SNOW (CM) 07061 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=72.8182, expected range: -0.0078 0.0061
Severe: rms_fgdepar=80.5035, expected range: -0.0090 0.0116
BUFR LAND SYNOP SNOW (CM) 01361 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=29.6103, expected range: -6.7912 11.0953
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-78.3662, expected range: -82.1812 -70.4508
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=78.3666, expected range: 67.3803 83.3745
BUFR LAND SYNOP SNOW (CM) 01238 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.4604, expected range: 4.8762 8.0939
BUFR LAND SYNOP SNOW (CM) 01459 : out of range
Severe: rms_fgdepar=16.9640, expected range: 0.0000 3.4936
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.8699, expected range: -18.8320 3.2537
Severely_persistent: rms_fgdepar=13.9295, expected range: 0.0000 19.2443
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.2679, expected range: -24.3881 15.5881
Severely_persistent: rms_fgdepar=12.3473, expected range: 0.0000 19.6566
METAR 2M TEMPERATURE (K) VECX : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.9960, expected range: -14.7312 -8.0488
Severely_persistent: rms_fgdepar=15.3421, expected range: 7.8802 15.3123
BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.4100, expected range: -19.9245 -5.8705
Severely_persistent: rms_fgdepar=13.5869, expected range: 6.0851 20.0063
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI10343 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.0506, expected range: 0.0000 16.1639
BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.9539, expected range: -18.8865 3.2230
Severely_persistent: rms_fgdepar=14.0106, expected range: 0.0000 19.3027
BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.3478, expected range: -24.5272 15.5781
Severely_persistent: rms_fgdepar=12.4271, expected range: 0.0000 19.8574
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.0752, expected range: -20.8497 3.5044
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.0925, expected range: 0.0000 20.8649
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5535, expected range: -17.9016 3.3536
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.5865, expected range: 0.0000 18.0592
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1132, expected range: -17.0376 3.2255
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.1392, expected range: 0.0000 17.2496
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.1832, expected range: -12.3955 -8.3297
Severe: rms_fgdepar=12.2607, expected range: 8.6625 12.5708
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 11349 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.5560, expected range: -2.2968 7.8511
Severe: rms_fgdepar=12.8693, expected range: 0.0000 8.4585
MANUAL LAND SYNOP 2M TEMPERATURE (K) 94500 : out of range
Severe: rms_fgdepar=10.4939, expected range: 0.0000 4.2927
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.1229, expected range: -2.8471 4.4384
Severe: rms_fgdepar=12.1633, expected range: 0.0000 4.8300
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1353, expected range: -14.7235 0.8330
Severe: rms_fgdepar=13.1396, expected range: 0.7898 13.9654
METAR 2M TEMPERATURE (K) UWKE : out of range
Severe: rms_fgdepar=10.9664, expected range: 0.0000 4.3427
METAR 2M TEMPERATURE (K) UUYY : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.9371, expected range: 0.3970 2.7341
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17F40 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0676, expected range: 1.2922 16.0649
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.4929, expected range: 1.0822 10.9042
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.5363, expected range: 1.5480 11.1314
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI11842 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.1064, expected range: -4.3825 14.0840
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI11842 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.1738, expected range: 0.0000 13.8819
BUFR LAND SYNOP 2M TEMPERATURE (K) _7057942 : out of range
Severe: rms_fgdepar=10.2700, expected range: 0.0000 5.1375
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI173C5 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.7814, expected range: 1.9477 10.9845
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI173C5 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.7918, expected range: 2.3777 11.3616
BUFR LAND SYNOP 2M TEMPERATURE (K) 33646 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.0842, expected range: 0.0233 2.9246
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI177F6 : out of range
Severe: avg_fgdepar=12.2660, expected range: -5.9682 12.3193
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI177F6 : out of range
Severe: rms_fgdepar=12.3377, expected range: 0.0000 12.2128
BUFR LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
Severe: avg_fgdepar=-12.1639, expected range: -2.8898 4.4167
Severe: rms_fgdepar=12.2041, expected range: 0.0000 4.8069
BUFR LAND SYNOP 2M TEMPERATURE (K) 06617 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.3325, expected range: -8.2542 14.4687
BUFR LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1853, expected range: -14.7735 0.7830
Severe: rms_fgdepar=13.1896, expected range: 0.8226 14.0244
BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.1154, expected range: -12.3742 -8.4119
Severe: rms_fgdepar=12.1941, expected range: 8.7453 12.5213
BUFR LAND SYNOP 2M TEMPERATURE (K) 11349 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.3941, expected range: -2.3220 7.6953
Severe: rms_fgdepar=12.7050, expected range: 0.0000 8.2917
BUFR LAND SYNOP 2M TEMPERATURE (K) _7050E7B : out of range
Severe: rms_fgdepar=10.6718, expected range: 0.0000 3.2464
BUFR LAND SYNOP 2M TEMPERATURE (K) _705AACC : out of range
Severe: avg_fgdepar=-13.8649, expected range: -5.8243 7.2264
BUFR LAND SYNOP 2M TEMPERATURE (K) _705AACC : out of range
Severe: rms_fgdepar=14.1125, expected range: 0.3750 5.8902
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140FC : out of range
Severe: avg_fgdepar=-12.9791, expected range: -10.6822 3.5350
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140FC : out of range
Severe: rms_fgdepar=12.9838, expected range: 0.0000 10.5526
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=305.0000, expected range: 252.4642 279.2858
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 11053 : out of range
Severe: rms_fgdepar=36.4004, expected range: 0.0000 18.8848
AUTOMATIC LAND SYNOP RH2M (%) 68425 : out of range
Severe: rms_fgdepar=38.2979, expected range: 0.0000 21.4004
BUFR LAND SYNOP RH2M (%) 61442 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=33.9918, expected range: 0.0000 17.9484
BUFR LAND SYNOP RH2M (%) _MI183C6 : out of range
Severe: rms_fgdepar=35.8790, expected range: 0.0000 18.8560
BUFR LAND SYNOP RH2M (%) _MI1F71F : out of range
Severe: rms_fgdepar=31.3555, expected range: 0.0000 15.1603