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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-13 00:00

amsua
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
3 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.3303, expected range: -0.2809 -0.2735
iasi
METOP-B IASI RADIANCES CHANNEL 3165 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2639, expected range: -0.2412 -0.2158
METOP-B IASI RADIANCES CHANNEL 3244 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1429, expected range: -0.1220 -0.0989
airs
AQUA AIRS RADIANCES CHANNEL 305 : out of range
3 times in the last 10 days for at least one item
Severe: stdev_fgdepar=0.9190, expected range: 0.3235 0.4269
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
4 times in the last 10 days for at least one item
Severe: avg_biascorr=0.5443, expected range: 0.6164 0.6715
METOP-B MHS ALLSKY RADIANCES CHANNEL 3 : out of range
4 times in the last 10 days for at least one item
Considerable: avg_biascorr=-0.2098, expected range: -0.1613 -0.0740
mwhs2
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-3.2179, expected range: -2.1000 -1.0714
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 14 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: obs_number=5919.0000, expected range: 7907.5258 8111.7655
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 15 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: obs_number=5050.0000, expected range: 6688.3813 6844.1600
FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 7 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-1.3748, expected range: -1.2795 -1.2179
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 13 : out of range
4 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.2021, expected range: 1.5909 2.2335
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 14 : out of range
4 times in the last 10 days for at least one item
Severe: avg_biascorr=1.2956, expected range: 4.0758 4.9579
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 5 : out of range
4 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.0026, expected range: 0.0335 0.0908
atms
NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2872, expected range: -0.2562 -0.2406
ssmis
DMSP-17 SSMIS RADIANCES (5 channels affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=15583.0000, expected range: 16662.7762 19096.8488
DMSP-18 SSMIS RADIANCES CHANNEL 9 : out of range
3 times in the last 10 days for at least one item
Considerable: obs_number=15646.0000, expected range: 16727.3137 19248.6863
DMSP-18 SSMIS RADIANCES CHANNEL 10 : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=20539.0000, expected range: 21992.0053 24957.9947
DMSP-18 SSMIS RADIANCES CHANNEL 11 : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=20402.0000, expected range: 22027.1271 25017.6229
Atmospheric Motion Vector
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=1257.0000, expected range: 316.4362 832.1166
NPP VIIRS AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
4 times in the last 10 days for at least one item
Considerable: avg_press=435.8349, expected range: 361.2112 396.0398
NOAA20 VIIRS-AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
4 times in the last 10 days for at least one item
Considerable: avg_press=434.5641, expected range: 358.5839 393.9966
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=0.7351, expected range: 0.0784 0.3333
Radiosondes
LAND TEMP TEMPERATURE (K) 60760 PRESSURE LAYER 0-300 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=14.8294, expected range: -20.9208 25.6926
Severely_persistent: rms_fgdepar=14.8671, expected range: -17.8515 24.4829
Severely_persistent: avg_pge=0.9258, expected range: -1.5367 0.7500
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9013, expected range: -0.0309 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) 64500 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=13.6580, expected range: -1.3332 0.8904
Severe: rms_fgdepar=13.6580, expected range: 0.0000 1.5226
Severe: avg_pge=0.9433, expected range: -0.1192 0.1546
LAND TEMP TEMPERATURE (K) 30635 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8702, expected range: -0.5130 0.7500
LAND TEMP WIND VECTOR DIFF (M/S) 33393 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8057, expected range: -0.8544 0.7500
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 56691 PRESSURE LAYER 0-300 : out of range
Severe: rms_fgdepar=17.2301, expected range: 0.3025 7.5760
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) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=73.0000, expected range: 122.8055 153.9445
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range
Considerable: obs_number=1053.0000, expected range: 942.6914 966.5586
amdar
AMDAR TEMPERATURE (K) JP9Z468Z PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.0802, expected range: 0.0000 3.4916
Severe: avg_pge=0.8069, expected range: -0.4508 0.6617
ADS-C WIND VECTOR DIFF (M/S) ZKA0IKBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=27.8348, expected range: -7.7464 18.5456
Severe: rms_fgdepar=27.8348, expected range: 0.0000 22.7680
ADS-C WIND VECTOR DIFF (M/S) EHDRETBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.5488, expected range: 0.0000 12.7424
ADS-C WIND VECTOR DIFF (M/S) WIUBPKJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.6404, expected range: 0.0000 7.8662
ADS-C WIND VECTOR DIFF (M/S) YP3W0NRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.0903, expected range: -0.0208 6.4655
Severe: rms_fgdepar=34.8474, expected range: 0.0000 7.7205
ADS-C WIND VECTOR DIFF (M/S) 3RPZJ0ZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.2114, expected range: 0.5420 6.6628
ADS-C WIND VECTOR DIFF (M/S) OQGDSDZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=19.2692, expected range: 1.0347 5.9174
ADS-C WIND VECTOR DIFF (M/S) S2AJLJZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.7484, expected range: -1.9839 11.1796
Severe: rms_fgdepar=23.7706, expected range: 0.0000 13.7628
ADS-C WIND VECTOR DIFF (M/S) PH0WUWZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.0151, expected range: 1.9770 5.3988
airep
AIREP WIND VECTOR DIFF (M/S) UAL960 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=30.1500, expected range: -1.6122 9.3373
Severe: rms_fgdepar=39.0558, expected range: 0.0000 11.6941
AIREP WIND VECTOR DIFF (M/S) UAL901 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.7800, expected range: -2.1526 10.3230
Severe: rms_fgdepar=30.7867, expected range: 0.0000 12.0368
AIREP WIND VECTOR DIFF (M/S) KLM642 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=37.1649, expected range: 0.0000 11.4288
AIREP WIND VECTOR DIFF (M/S) THY34 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.5913, expected range: 0.0000 11.0387
AIREP WIND VECTOR DIFF (M/S) UAL915 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=27.6655, expected range: 0.2803 7.2089
Severe: rms_fgdepar=41.9507, expected range: 0.0000 9.4230
AIREP WIND VECTOR DIFF (M/S) MSR995 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.9518, expected range: 0.0000 10.6810
AIREP WIND VECTOR DIFF (M/S) UAL5 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=26.8158, expected range: 0.0000 9.1530
AIREP WIND VECTOR DIFF (M/S) AAL48 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.5277, expected range: 0.6191 7.8744
AIREP WIND VECTOR DIFF (M/S) UAL989 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=27.9917, expected range: 0.0000 7.3732
AIREP WIND VECTOR DIFF (M/S) VIR25B PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.8189, expected range: 0.0468 6.7075
AIREP WIND VECTOR DIFF (M/S) VIR4C PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=31.9627, expected range: 0.0767 9.8742
AIREP WIND VECTOR DIFF (M/S) BAW21G PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=54.4437, expected range: -1.7431 8.4579
Severe: rms_fgdepar=54.4437, expected range: 0.0000 9.0905
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 01498 PRESSURE LAYER 600-900 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.3173, expected range: 0.0000 18.2841
Severe: avg_pge=0.8457, expected range: -1.1414 0.7500
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 97502 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=16.4537, expected range: 0.0000 8.9427
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 34498 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8877, expected range: -1.8233 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8877, expected range: -1.8233 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 31062 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=810.1943, expected range: 0.0000 425.1428
Severely_persistent: avg_pge=0.9163, expected range: -1.0033 0.7500
BUFR LAND SYNOP RH2M (%) 95626 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9083, expected range: -1.5211 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 38613 : out of range
Severe: rms_fgdepar=30.0808, expected range: 0.0000 15.1422
AUTOMATIC LAND SYNOP RH2M (%) 38616 : out of range
Severe: avg_fgdepar=56.6533, expected range: -51.5115 56.2055
Severe: rms_fgdepar=56.6533, expected range: -36.7210 50.3157
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42961 : out of range
Severe: avg_fgdepar=-677.1573, expected range: -266.3069 204.0803
Severe: rms_fgdepar=677.1573, expected range: 0.0000 197.4045
Severe: avg_pge=0.9150, expected range: -0.8698 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43382 : out of range
Severe: rms_fgdepar=416.5203, expected range: 0.0000 198.7784
Severe: avg_pge=0.8699, expected range: -0.8611 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83692 : out of range
Severe: avg_fgdepar=-572.4019, expected range: -168.3742 35.5463
Severe: rms_fgdepar=572.4019, expected range: 0.0000 168.3742
Severe: avg_pge=0.8818, expected range: -0.5103 0.6570
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62103 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=371.7676, expected range: 0.0000 323.4183
Severe: avg_pge=0.8357, expected range: -1.1312 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60514 : out of range
Severe: avg_pge=0.8188, expected range: -1.1741 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 67217 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8024, expected range: -1.6345 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62008 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8376, expected range: -1.3579 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36889 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=562.8762, expected range: 31.5359 182.1739
MANUAL LAND SYNOP RH2M (%) 43260 : out of range
Severe: rms_fgdepar=31.1772, expected range: 0.0000 15.3389
MANUAL LAND SYNOP RH2M (%) 64870 : out of range
Severe: avg_pge=0.8907, expected range: -0.7363 0.7500
MANUAL LAND SYNOP RH2M (%) 63602 : out of range
Severe: avg_pge=0.8772, expected range: -0.2307 0.2836
MANUAL LAND SYNOP RH2M (%) 38222 : out of range
Severe: avg_fgdepar=64.6806, expected range: -20.4512 45.8678
Severe: rms_fgdepar=64.7094, expected range: 0.0000 51.2523
Severe: avg_pge=0.9969, expected range: -0.0355 0.0556
BUFR LAND SYNOP SURFACE PRESSURE (PA) 56671 : out of range
Severe: avg_pge=0.8289, expected range: 0.7031 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 01203 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8622, expected range: -1.2479 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04313 : out of range
Severe: rms_fgdepar=301.4247, expected range: 0.0000 110.8277
Severe: avg_pge=0.8203, expected range: -0.2742 0.3570
BUFR LAND SYNOP SURFACE PRESSURE (PA) 33515 : out of range
Severe: avg_fgdepar=-707.1121, expected range: -180.4326 132.7785
Severe: rms_fgdepar=859.0067, expected range: 0.0000 116.8909
BUFR LAND SYNOP SURFACE PRESSURE (PA) 13629 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8020, expected range: -0.8327 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16539 : out of range
Severe: avg_fgdepar=-520.3871, expected range: -396.6041 379.1360
Severe: rms_fgdepar=520.3871, expected range: 0.0000 303.9463
Severe: avg_pge=0.8970, expected range: -0.7762 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 95699 : out of range
Severe: rms_fgdepar=307.0207, expected range: 0.0000 82.9259
BUFR LAND SYNOP RH2M (%) 94500 : out of range
Severe: rms_fgdepar=40.7964, expected range: 0.0000 20.6602
Severe: avg_pge=0.9991, expected range: -0.0064 0.0142
BUFR LAND SYNOP RH2M (%) 07630 : out of range
Severe: rms_fgdepar=44.5431, expected range: 0.0000 19.5923
BUFR LAND SYNOP RH2M (%) 06681 : out of range
Severe: avg_fgdepar=61.6611, expected range: -33.9059 33.0140
Severe: rms_fgdepar=61.6611, expected range: 0.0000 25.8683
Severe: avg_pge=0.9006, expected range: -0.0037 0.0101
BUFR LAND SYNOP RH2M (%) 81643 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=39.1881, expected range: 9.0638 35.4227
Severe: avg_pge=0.8099, expected range: -1.3469 0.7500
BUFR LAND SYNOP RH2M (%) 15324 : out of range
Severe: avg_fgdepar=54.9784, expected range: -23.9066 47.4296
Severe: rms_fgdepar=55.0641, expected range: 0.0000 43.6115
BUFR LAND SYNOP RH2M (%) 95624 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=44.3674, expected range: 1.4250 34.5786
Severe: avg_pge=0.9960, expected range: -1.4118 0.7500
BUFR LAND SYNOP RH2M (%) 08075 : out of range
Severe: rms_fgdepar=38.7552, expected range: 0.0000 18.8505
BUFR LAND SYNOP RH2M (%) 15118 : out of range
Severe: avg_fgdepar=57.4052, expected range: -17.9329 38.6387
Severe: rms_fgdepar=57.4053, expected range: 0.0000 38.6285
BUFR LAND SYNOP RH2M (%) 10818 : out of range
Severe: avg_fgdepar=-61.5405, expected range: -30.7965 34.1780
Severe: rms_fgdepar=61.5405, expected range: 0.0000 21.7983
Severe: avg_pge=0.9921, expected range: -0.3863 0.4451
BUFR LAND SYNOP RH2M (%) 94679 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9812, expected range: -1.5439 0.7500
BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
Severe: avg_fgdepar=55.6914, expected range: -5.0877 60.4744
BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
Severe: rms_fgdepar=55.7849, expected range: 0.0000 60.4394
BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
Severe: avg_pge=0.9843, expected range: -0.3981 0.5214
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=119.0000, expected range: 78.9539 105.5461
BUFR LAND SYNOP Z (M) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=51.0000, expected range: 64.8504 88.1496
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7UT9 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8064, expected range: -1.2022 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) BNSK : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=25.8643, expected range: -9.9563 21.6474
Severely_persistent: rms_fgdepar=25.8881, expected range: 0.0000 21.7818
Severely_persistent: avg_pge=0.9295, expected range: -0.8018 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) KRAU : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8934, expected range: -0.8775 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) KDEJ : out of range
Severe: avg_fgdepar=22.0864, expected range: -4.4855 26.2628
Severe: rms_fgdepar=22.0864, expected range: 0.0000 26.4601
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) BFHM5UQ : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=16.4785, expected range: 0.0000 14.0943
Severe: avg_pge=0.8310, expected range: -0.9678 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK33 : out of range
Severe: avg_fgdepar=-518.3677, expected range: -305.5644 299.2738
Severe: rms_fgdepar=713.9919, expected range: -220.4050 321.3626
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9574 : out of range
Severe: avg_fgdepar=710.4409, expected range: -354.9790 578.2711
Severe: rms_fgdepar=710.4409, expected range: 0.0000 618.3500
Severe: avg_pge=0.8556, expected range: -0.9031 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V7989 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-682.8890, expected range: -406.3387 401.8805
Severe: rms_fgdepar=682.8890, expected range: -679.9765 919.1480
Severe: avg_pge=0.8658, expected range: -0.8145 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) LF4Q : out of range
Severe: rms_fgdepar=342.5255, expected range: 0.0000 240.1239
Severe: avg_pge=0.8294, expected range: -0.9608 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 5501000 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8051, expected range: -0.3803 0.4814
DRIFTING BUOYS SURFACE PRESSURE (PA) 4802552 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8184, expected range: -1.5589 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6402587 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-527.0420, expected range: -745.2819 915.3695
Severely_persistent: rms_fgdepar=533.9386, expected range: 0.0000 1133.9186
MOORED BUOYS WIND VECTOR DIFF (M/S) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=66.0000, expected range: 77.0000 77.0000
metar
METAR SURFACE PRESSURE (PA) SKRH : out of range
Severe: rms_fgdepar=579.1844, expected range: 0.0000 126.9369
METAR SURFACE PRESSURE (PA) LIEP : out of range
Severe: avg_fgdepar=-1014.3466, expected range: -268.5447 189.8061
Severe: rms_fgdepar=1014.6076, expected range: 0.0000 196.4617
Severe: avg_pge=0.8939, expected range: -0.1788 0.2099
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=-112.3356, expected range: -130.5411 -77.2174
Severely_persistent: rms_fgdepar=112.3356, expected range: 77.2174 130.5411
MANUAL LAND SYNOP SNOW (CM) 11110 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-81.0746, expected range: -95.2827 -60.4787
Severely_persistent: rms_fgdepar=81.0746, expected range: 60.4787 95.2827
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=68.3538, expected range: 53.3962 76.4264
Severely_persistent: rms_fgdepar=68.3538, expected range: 53.3962 76.4264
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=-133.7214, expected range: -162.2415 -88.5626
Severely_persistent: rms_fgdepar=133.7214, expected range: 88.5626 162.2415
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=-89.5406, expected range: -95.5428 -76.8952
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=89.5462, expected range: 76.8934 95.5727
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=-64.7449, expected range: -69.1438 -59.2241
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=64.7507, expected range: 59.2456 69.1412
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.7944, expected range: -65.2345 -41.1091
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.7959, expected range: 41.1217 65.2322
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=-79.1556, expected range: -83.5789 -72.6044
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=79.1581, expected range: 72.6113 83.5845
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=-84.7234, expected range: -94.7401 -78.1242
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=84.7259, expected range: 78.1562 94.7421
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=68.5085, expected range: 53.5537 76.5502
Severely_persistent: rms_fgdepar=68.5085, expected range: 53.5537 76.5502
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=-93.3458, expected range: -110.1159 -9.5546
Severely_persistent: rms_fgdepar=93.3458, expected range: 9.5546 110.1159
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=-68.8690, expected range: -77.3982 -61.2555
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=68.8708, expected range: 61.2691 77.3969
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=-60.7720, expected range: -66.9699 -52.6669
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=60.7778, expected range: 52.6704 66.9892
BUFR LAND SYNOP SNOW (CM) 14006 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=59.5875, expected range: 34.4302 59.3610
Severely_persistent: rms_fgdepar=59.5875, expected range: 34.4302 59.3610
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=-89.3717, expected range: -98.9551 -52.1683
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=89.3751, expected range: 52.2010 98.9836
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=52.2056, expected range: 46.9166 67.9966
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=52.2065, expected range: 46.9177 68.0043
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=-53.4159, expected range: -55.7030 -50.4532
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=53.4227, expected range: 50.4676 55.7090
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=99.4970, expected range: 99.1178 100.0343
Severely_persistent: rms_fgdepar=99.4970, expected range: 99.1183 100.0339
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=-56.3962, expected range: -57.2274 -41.1799
Severely_persistent: rms_fgdepar=56.3980, expected range: 41.1823 57.2322
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=54.6164, expected range: 23.4412 60.2630
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=54.6164, expected range: 23.4860 60.2564
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=-69.7239, expected range: -78.2563 -66.9874
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=69.7270, expected range: 67.0129 78.2481
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-63.3254, expected range: -82.7239 -32.0680
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=63.3254, expected range: 32.0724 82.7216
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=-75.0621, expected range: -80.9103 -64.6931
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=75.0625, expected range: 64.6980 80.9303
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=-60.3994, expected range: -63.3609 -48.5286
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=60.4010, expected range: 48.5276 63.3640
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=-81.9851, expected range: -87.3833 -69.7934
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=81.9908, expected range: 69.7946 87.3892
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=-63.4977, expected range: -65.2243 -54.3372
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=63.4977, expected range: 54.3563 65.2405
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=-82.0475, expected range: -85.3295 -77.8194
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=82.0498, expected range: 77.8309 85.3259
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=-79.4100, expected range: -84.4528 -62.9332
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=79.4141, expected range: 62.9597 84.4558
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=-76.3428, expected range: -77.1349 -62.7268
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=76.3550, expected range: 62.7481 77.1392
MANUAL LAND SYNOP SNOW (CM) 22413 : out of range
Severe: rms_fgdepar=30.2932, expected range: 0.0000 5.4894
ROCOB TEMP SNOW (CM) 64301321 : out of range
Severe: rms_fgdepar=25.0109, expected range: 0.0000 11.5763
ROCOB TEMP SNOW (CM) 63307051 : out of range
Severe: rms_fgdepar=18.3657, expected range: 0.0000 9.6765
ROCOB TEMP SNOW (CM) 64301442 : out of range
Severe: rms_fgdepar=25.6588, expected range: 1.4681 7.9549
ROCOB TEMP SNOW (CM) 63301455 : out of range
Severe: rms_fgdepar=17.8283, expected range: 0.0000 9.3876
ROCOB TEMP SNOW (CM) 63307265 : out of range
Severe: rms_fgdepar=21.2157, expected range: 0.0000 8.6797
ROCOB TEMP SNOW (CM) 63301306 : out of range
Severe: rms_fgdepar=15.8676, expected range: 0.0000 5.8050
ROCOB TEMP SNOW (CM) 63303278 : out of range
Severe: rms_fgdepar=19.0938, expected range: 7.4144 13.9086
BUFR LAND SYNOP SNOW (CM) 01361 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=23.7544, expected range: 0.0000 5.0815
BUFR LAND SYNOP SNOW (CM) 01362 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-53.7334, expected range: -17.1287 15.7582
Severe: rms_fgdepar=53.7445, expected range: 0.0000 15.5878
BUFR LAND SYNOP SNOW (CM) 01238 : out of range
Severe: rms_fgdepar=16.1815, expected range: 3.9792 8.9665
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.7695, expected range: -27.7036 10.1205
Severely_persistent: rms_fgdepar=13.8683, expected range: 0.0000 27.5938
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.6909, expected range: -28.5691 10.2416
Severely_persistent: rms_fgdepar=13.7909, expected range: 0.0000 28.4657
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.0620, expected range: -17.6458 4.7472
Severely_persistent: rms_fgdepar=16.1234, expected range: 0.0000 18.1210
MANUAL LAND SYNOP 2M TEMPERATURE (K) 30636 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.0795, expected range: -15.4419 -3.9138
Severely_persistent: rms_fgdepar=12.1297, expected range: 4.3525 15.4430
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.5863, expected range: -21.0260 9.7482
Severely_persistent: rms_fgdepar=15.6003, expected range: 0.0000 19.1088
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.4584, expected range: -18.3149 4.6595
Severely_persistent: rms_fgdepar=14.9755, expected range: 0.0000 19.2526
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.3587, expected range: -16.7659 -5.1289
Severely_persistent: rms_fgdepar=13.3848, expected range: 5.2491 16.8570
METAR 2M TEMPERATURE (K) VECX : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.6618, expected range: -15.1898 -7.9802
Severely_persistent: rms_fgdepar=14.0361, expected range: 7.7146 15.9691
BUFR LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.8186, expected range: -27.7394 10.0990
Severely_persistent: rms_fgdepar=13.9173, expected range: 0.0000 27.6352
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=-13.9127, expected range: -21.0691 -5.5227
Severely_persistent: rms_fgdepar=14.0711, expected range: 5.7472 21.0874
BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.1480, expected range: -17.6780 4.6931
Severely_persistent: rms_fgdepar=16.2090, expected range: 0.0000 18.1606
BUFR LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.7864, expected range: -28.5863 10.2020
Severely_persistent: rms_fgdepar=13.8867, expected range: 0.0000 28.4946
BUFR LAND SYNOP 2M TEMPERATURE (K) 30636 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.1407, expected range: -15.5784 -3.9025
Severely_persistent: rms_fgdepar=12.1906, expected range: 4.3531 15.5770
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.6739, expected range: -19.8700 2.9140
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.7305, expected range: 0.0000 19.9430
BUFR LAND SYNOP 2M TEMPERATURE (K) 36566 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.6363, expected range: -21.0760 9.6982
Severely_persistent: rms_fgdepar=15.6502, expected range: 0.0000 19.2280
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.5278, expected range: -16.6037 -10.6785
Severely_persistent: rms_fgdepar=14.6305, expected range: 11.0249 16.7131
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.1060, expected range: -17.3113 2.4998
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.1432, expected range: 0.0000 17.7259
BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.4563, expected range: -16.9268 -5.2205
Severely_persistent: rms_fgdepar=13.4819, expected range: 5.3540 17.0023
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 94407 : out of range
Severe: rms_fgdepar=10.0503, expected range: 0.8088 3.0657
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.0197, expected range: -12.9406 -7.7188
Severe: rms_fgdepar=12.1726, expected range: 8.0304 13.1416
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 11349 : out of range
Severe: avg_fgdepar=12.4666, expected range: -2.0261 7.1931
Severe: rms_fgdepar=12.6305, expected range: 0.0000 7.6890
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=1489.0000, expected range: 1746.9654 1786.0346
Considerable: obs_number=575.0000, expected range: 634.2710 722.1040
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28541 : out of range
Severe: rms_fgdepar=10.3912, expected range: 0.0000 4.2165
MANUAL LAND SYNOP 2M TEMPERATURE (K) 13363 : out of range
Severe: rms_fgdepar=11.1694, expected range: 0.6441 6.0664
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22983 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.7787, expected range: 0.0000 3.5756
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28144 : out of range
Severe: rms_fgdepar=10.0571, expected range: 0.0000 3.8034
MANUAL LAND SYNOP 2M TEMPERATURE (K) 44215 : out of range
Severe: avg_fgdepar=-12.3600, expected range: -11.5826 -2.7834
Severe: rms_fgdepar=12.5705, expected range: 3.0625 11.6321
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-18.0855, expected range: -19.1339 15.1317
Severe: rms_fgdepar=18.0880, expected range: 0.0000 13.9550
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
Severe: avg_fgdepar=-12.8221, expected range: -11.9914 6.9719
Severe: rms_fgdepar=13.0628, expected range: 0.0000 11.3477
METAR 2M TEMPERATURE (K) URWI : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.0200, expected range: 0.0000 3.8680
METAR 2M TEMPERATURE (K) EGDM : out of range
Severe: avg_fgdepar=15.0524, expected range: -1.5663 1.4114
Severe: rms_fgdepar=15.2066, expected range: 0.0000 2.4899
LAND TEMP 2M TEMPERATURE (K) 10954 : out of range
Severe: avg_fgdepar=14.9038, expected range: -2.5726 3.9811
Severe: rms_fgdepar=14.9038, expected range: 0.0000 3.7726
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19890 : out of range
Severe: avg_fgdepar=-12.8843, expected range: -7.9153 4.6514
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19890 : out of range
Severe: rms_fgdepar=12.8873, expected range: 0.0000 6.3545
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
Severe: avg_fgdepar=14.1036, expected range: 1.2149 10.6942
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
Severe: rms_fgdepar=14.1355, expected range: 1.6650 10.9706
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1EB72 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.8102, expected range: -4.1401 9.9520
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1EB72 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.8179, expected range: 0.0000 10.2368
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI10343 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.9106, expected range: -4.5637 14.4666
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI10343 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.9447, expected range: 0.0000 14.6705
BUFR LAND SYNOP 2M TEMPERATURE (K) 15343 : out of range
Severe: rms_fgdepar=10.6466, expected range: 0.0000 4.3829
BUFR LAND SYNOP 2M TEMPERATURE (K) 01383 : out of range
Severe: rms_fgdepar=10.1423, expected range: 0.0000 4.5960
BUFR LAND SYNOP 2M TEMPERATURE (K) 44215 : out of range
Severe: avg_fgdepar=-13.4512, expected range: -13.5807 -4.3486
Severe: rms_fgdepar=13.7551, expected range: 4.6508 13.6101
BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-18.2328, expected range: -19.2356 15.1049
Severe: rms_fgdepar=18.2353, expected range: 0.0000 14.1155
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI173C5 : out of range
Severe: avg_fgdepar=14.7201, expected range: 1.9277 10.9058
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI173C5 : out of range
Severe: rms_fgdepar=14.7380, expected range: 2.5035 11.0949
BUFR LAND SYNOP 2M TEMPERATURE (K) 71947 : out of range
Severe: rms_fgdepar=10.0177, expected range: 0.0000 4.9453
BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
Severe: avg_fgdepar=-12.8473, expected range: -12.0560 6.9586
Severe: rms_fgdepar=13.0881, expected range: 0.0000 11.4196
BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.0454, expected range: -13.0997 -7.6938
Severe: rms_fgdepar=12.2008, expected range: 8.0411 13.2482
BUFR LAND SYNOP 2M TEMPERATURE (K) 11349 : out of range
Severe: avg_fgdepar=12.2193, expected range: -2.1416 7.1597
Severe: rms_fgdepar=12.3822, expected range: 0.0000 7.6369
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.7687, expected range: -16.1433 3.3818
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.8267, expected range: 0.0000 16.4935
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1F73A : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=15.5026, expected range: -2.7002 12.1228
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1F73A : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.5312, expected range: 0.0000 12.0205
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI126AA : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.5851, expected range: -1.0059 7.7804
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI126AA : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.6032, expected range: 0.9154 8.3984
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BE1B : out of range
Severe: avg_fgdepar=12.9512, expected range: -0.5086 8.5489
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BE1B : out of range
Severe: rms_fgdepar=13.0136, expected range: 0.8762 8.6996
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15B1E : out of range
Severe: avg_fgdepar=-12.5556, expected range: -9.3134 6.7784
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15B1E : out of range
Severe: rms_fgdepar=12.5729, expected range: 0.0000 8.7387
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI112AE : out of range
Severe: rms_fgdepar=11.6133, expected range: 0.0000 5.6573
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1524F : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.2605, expected range: 0.3682 4.3476
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=89715.0000, expected range: 100229.1578 114993.2172
Considerable: avg_lsm=0.7278, expected range: 0.5173 0.6427
rh2m
MANUAL LAND SYNOP RH2M (%) 41660 : out of range
Severe: rms_fgdepar=38.1055, expected range: 0.0000 20.6336
METAR RH2M (%) LIRV : out of range
Severe: rms_fgdepar=33.9949, expected range: 0.8911 19.1492
BUFR LAND SYNOP RH2M (%) 41660 : out of range
Severe: rms_fgdepar=38.0737, expected range: 0.0000 20.8951
BUFR LAND SYNOP RH2M (%) 04123 : out of range
Severe: rms_fgdepar=30.1567, expected range: 0.0000 16.8323
BUFR LAND SYNOP RH2M (%) _MI12625 : out of range
Severe: rms_fgdepar=32.5075, expected range: 0.0000 18.4921
BUFR LAND SYNOP RH2M (%) 15069 : out of range
Severe: rms_fgdepar=36.9813, expected range: 0.0000 12.7232
BUFR LAND SYNOP RH2M (%) _MI157DF : out of range
Severe: rms_fgdepar=38.4870, expected range: 0.0000 21.0648
AUTOMATIC LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=1475.0000, expected range: 1654.5013 1821.7487