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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-19 00:00

amsua
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0479, expected range: -0.0777 -0.0695
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.9756, expected range: -0.9015 -0.8277
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5795, expected range: -0.5188 -0.5010
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.8607, expected range: -0.7854 -0.6857
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
Slight: stdev_norm_fgdepar=0.8369, expected range: 0.7400 0.8051
iasi
METOP-C IASI RADIANCES CHANNEL 262 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0553, expected range: 0.0325 0.0407
METOP-C IASI RADIANCES CHANNEL 269 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0738, expected range: -0.0972 -0.0858
cris
NOAA20 CRIS RADIANCES CHANNEL 91 : out of range
1 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.0205, expected range: -0.0354 -0.0301
NOAA20 CRIS RADIANCES CHANNEL 92 : out of range
1 times in the last 10 days for at least one item
Severe: avg_biascorr=0.0319, expected range: 0.0188 0.0209
NOAA20 CRIS RADIANCES CHANNEL 95 : out of range
1 times in the last 10 days for at least one item
Severe: avg_biascorr=0.0610, expected range: 0.0388 0.0503
NOAA20 CRIS RADIANCES CHANNEL 96 : out of range
1 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.0102, expected range: -0.0366 -0.0257
NOAA20 CRIS RADIANCES CHANNEL 97 : out of range
1 times in the last 10 days for at least one item
Severe: avg_biascorr=0.0575, expected range: 0.0274 0.0402
NOAA20 CRIS RADIANCES CHANNEL 108 : out of range
1 times in the last 10 days for at least one item
Severe: avg_biascorr=-0.0434, expected range: -0.0807 -0.0702
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 4 : out of range
2 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.5163, expected range: 0.4082 0.4798
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 5 : out of range
2 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.0713, expected range: -0.0331 0.0308
atms
NPP ATMS RADIANCES CHANNEL 19 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1435, expected range: -0.2090 -0.1786
NPP ATMS RADIANCES CHANNEL 20 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0444, expected range: -0.0267 -0.0209
NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0053, expected range: -0.0283 -0.0164
NPP ATMS RADIANCES CHANNEL 12 : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5039, expected range: -0.4307 -0.4023
NPP ATMS RADIANCES CHANNEL 13 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4839, expected range: -0.3684 -0.3146
NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2426, expected range: -0.3117 -0.2913
NOAA20 ATMS RADIANCES CHANNEL 21 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0422, expected range: -0.1071 -0.1047
NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5284, expected range: 0.4436 0.4639
NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.6165, expected range: -0.5637 -0.5159
NPP ATMS RADIANCES CHANNEL 18 : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=7122.0000, expected range: 4608.6712 6584.5558
gpsro
COSMIC2-E6 GPSRO RISING (24 impact heights affected) : out of range
Considerable: obs_number=346.0000, expected range: 1312.0521 2516.6979
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
6 times in the last 10 days for at least one item
Slight: avg_fgdepar=-0.0625, expected range: -0.2132 -0.0991
Radiosondes
LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=6.5935, expected range: -2.1329 9.8516
Severely_persistent: rms_fgdepar=6.6557, expected range: 0.0000 9.7878
HIGH RESO LAND TEMP TEMPERATURE (K) 17281 PRESSURE LAYER 900-1200 (HPA : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8397, expected range: 0.2916 0.7500
LAND TEMP WIND VECTOR DIFF (M/S) 27199 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=15.2034, expected range: 0.0000 5.7064
LAND TEMP WIND VECTOR DIFF (M/S) 27199 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8056, expected range: -0.2845 0.3526
LAND TEMP Q (G/KG) 40754 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.0048, expected range: 0.0638 1.0810
LAND TEMP Q (G/KG) 42647 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=6.0007, expected range: 0.0000 5.5980
LAND TEMP Q (G/KG) 82917 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=6.0534, expected range: -5.6552 7.8531
Severe: rms_fgdepar=6.0534, expected range: 0.0000 7.3306
Severe: avg_pge=0.8062, expected range: -0.1306 0.1594
LAND TEMP Q (G/KG) 42647 PRESSURE LAYER 900-1200 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-7.9970, expected range: -12.5795 14.3719
LAND TEMP TEMPERATURE (K) 23933 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=6.9107, expected range: 0.0000 1.8468
HIGH RESO LAND TEMP Q (G/KG) 10113 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.9658, expected range: 0.0000 1.6836
HIGH RESO LAND TEMP Q (G/KG) 59293 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.1149, expected range: 0.0415 1.1976
HIGH RESO LAND TEMP Q (G/KG) 47909 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.0770, expected range: 0.0000 1.7210
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Severe: obs_number=182.0000, expected range: 86.9207 93.3293
Considerable: obs_number=374.0000, expected range: 451.4912 495.3977
HIGH RESO LAND TEMP TEMPERATURE (K) 57083 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=7.2465, expected range: 0.3513 2.1274
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 22 : all data missing
Severe: obs_number=0, expected range: 121.68 158.32
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 102.05 188.95
All HIGH RESO LAND TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 79.06 556.32
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Considerable: obs_number=214.0000, expected range: 170.8063 184.6937
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : out of range
Considerable: obs_number=108.0000, expected range: 88.8333 93.8333
amdar
AMDAR TEMPERATURE (K) TAP011 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.0157, expected range: 0.0000 1.2195
WIGOS AMDAR WIND VECTOR DIFF (M/S) DQWGUWBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0905, expected range: 0.5706 9.3006
WIGOS AMDAR WIND VECTOR DIFF (M/S) OAFFVQZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5565, expected range: 0.0000 7.3763
WIGOS AMDAR TEMPERATURE (K) EU4064 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=8.0912, expected range: -4.5691 6.2714
Severe: avg_pge=0.8463, expected range: -0.3988 0.4759
WIGOS AMDAR TEMPERATURE (K) EO0JMSBA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=7.3173, expected range: 0.0000 5.4942
Severe: avg_pge=0.8404, expected range: -0.8014 0.7500
MODE-S WIND VECTOR DIFF (M/S) MEC9C52 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.3232, expected range: 0.0000 4.8369
ADS-C WIND VECTOR DIFF (M/S) CKHSYBBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.1825, expected range: 0.0000 8.6348
ADS-C WIND VECTOR DIFF (M/S) TWRTPMBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.9404, expected range: 0.8756 6.3795
ADS-C WIND VECTOR DIFF (M/S) OA1CBFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.6782, expected range: 0.8125 6.2805
ADS-C WIND VECTOR DIFF (M/S) GG4IRSJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.6741, expected range: 0.0000 15.4225
ADS-C WIND VECTOR DIFF (M/S) 2CGXUXJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=21.0736, expected range: 0.0000 14.5318
ADS-C WIND VECTOR DIFF (M/S) RSLICNRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.4062, expected range: 0.0000 8.1874
ADS-C WIND VECTOR DIFF (M/S) X0ZRVXRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.5100, expected range: 0.0000 7.7483
ADS-C WIND VECTOR DIFF (M/S) WSRSVRZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.7225, expected range: 0.0000 12.1973
airep
AIREP WIND VECTOR DIFF (M/S) AAL150 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.7919, expected range: 0.0000 7.9187
AIREP WIND VECTOR DIFF (M/S) UAL950 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8307, expected range: 0.0759 6.9575
AIREP WIND VECTOR DIFF (M/S) UAL70 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.5875, expected range: 0.0000 8.1667
AIREP WIND VECTOR DIFF (M/S) AVA121 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.0595, expected range: -32.0801 45.4739
AIREP WIND VECTOR DIFF (M/S) UAL944 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=17.5740, expected range: 0.0000 7.7865
AIREP WIND VECTOR DIFF (M/S) UAL416 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.7236, expected range: 0.3572 5.1186
AIREP WIND VECTOR DIFF (M/S) AAL46 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.1670, expected range: 0.0000 8.3784
AIREP WIND VECTOR DIFF (M/S) UAL907 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.8684, expected range: 0.0000 8.1475
AIREP WIND VECTOR DIFF (M/S) AAL208 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6905, expected range: 0.0000 10.9658
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: rms_fgdepar=20.8053, expected range: 0.0000 9.7215
AIREP WIND VECTOR DIFF (M/S) BAW6W PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.3029, expected range: 1.1198 5.5756
AIREP WIND VECTOR DIFF (M/S) ETD6HZ PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.0695, expected range: 0.0000 8.4267
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=96.0000, expected range: 111.4444 118.1111
synop
MANUAL LAND SYNOP RH2M (%) 63210 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9948, expected range: -2.0747 0.7500
MANUAL LAND SYNOP RH2M (%) 42674 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9892, expected range: -1.3817 0.7500
BUFR LAND SYNOP RH2M (%) 96147 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.2012, expected range: -147.2036 82.4079
Severely_persistent: rms_fgdepar=55.2470, expected range: 0.0000 134.1456
Severely_persistent: avg_pge=1.0000, expected range: -2.0697 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 86710 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8095, expected range: -0.9401 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-604.0809, expected range: -655.3774 -561.5701
Severely_persistent: rms_fgdepar=604.1763, expected range: 560.5111 657.4459
BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-904.7300, expected range: -1003.4223 -767.8738
Severely_persistent: rms_fgdepar=905.7299, expected range: 772.3038 1001.1579
AUTOMATIC LAND SYNOP RH2M (%) 60190 : out of range
Severe: avg_fgdepar=53.0338, expected range: -23.7667 51.4442
Severe: rms_fgdepar=53.0338, expected range: 0.0000 51.4442
Severe: avg_pge=0.9963, expected range: -0.0585 0.0837
AUTOMATIC LAND SYNOP RH2M (%) 41246 : out of range
Severe: rms_fgdepar=41.9862, expected range: 0.0000 35.2658
Severe: avg_pge=0.9999, expected range: -0.0831 0.1059
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89542 : out of range
Severe: avg_pge=0.8435, expected range: -0.9846 0.7500
MANUAL LAND SYNOP RH2M (%) 42441 : out of range
Severe: avg_pge=0.8161, expected range: -0.9504 0.7500
MANUAL LAND SYNOP RH2M (%) 15502 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=35.7529, expected range: 0.0000 20.1368
MANUAL LAND SYNOP RH2M (%) 43083 : out of range
Severe: rms_fgdepar=32.3419, expected range: 0.0000 26.9542
Severe: avg_pge=0.9829, expected range: -0.0061 0.0134
MANUAL LAND SYNOP RH2M (%) 42249 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=36.0305, expected range: 0.0000 23.0949
Severe: avg_pge=0.8968, expected range: -0.0086 0.0182
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40260 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-570.3347, expected range: -1762.6436 1570.6197
Severe: rms_fgdepar=573.3601, expected range: 0.0000 1353.0725
Severe: avg_pge=0.9040, expected range: -1.1225 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82181 : out of range
Severe: avg_fgdepar=-779.7984, expected range: -426.7835 253.6043
Severe: rms_fgdepar=779.7984, expected range: 0.0000 426.1250
Severe: avg_pge=0.9163, expected range: -1.2245 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91324 : out of range
Severe: avg_fgdepar=681.5373, expected range: -495.1415 119.8457
Severe: rms_fgdepar=689.7710, expected range: 0.0000 576.5835
Severe: avg_pge=0.9137, expected range: -0.7864 0.7500
BUFR LAND SYNOP RH2M (%) 15450 : out of range
Severe: rms_fgdepar=46.9995, expected range: 0.0000 20.2803
BUFR LAND SYNOP RH2M (%) 94660 : out of range
Severe: rms_fgdepar=32.5297, expected range: 0.0000 17.4802
BUFR LAND SYNOP RH2M (%) 60270 : out of range
Severe: rms_fgdepar=45.1000, expected range: 0.0000 38.6979
Severe: avg_pge=0.8139, expected range: -0.0401 0.0581
BUFR LAND SYNOP RH2M (%) 71470 : out of range
Severe: rms_fgdepar=36.1605, expected range: 0.0000 12.4216
BUFR LAND SYNOP RH2M (%) 60390 : out of range
Severe: avg_pge=0.8546, expected range: -0.0484 0.0645
BUFR LAND SYNOP RH2M (%) 15412 : out of range
Severe: rms_fgdepar=40.6457, expected range: 0.0000 15.8781
BUFR LAND SYNOP RH2M (%) 15482 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=30.6233, expected range: 0.0000 15.6024
BUFR LAND SYNOP RH2M (%) 15163 : out of range
Severe: rms_fgdepar=30.9781, expected range: 0.0000 15.2861
BUFR LAND SYNOP RH2M (%) 94515 : out of range
Severe: rms_fgdepar=41.9290, expected range: 0.0000 41.9178
Severe: avg_pge=0.9531, expected range: -0.0536 0.0806
BUFR LAND SYNOP RH2M (%) 02236 : out of range
Severe: rms_fgdepar=31.0720, expected range: 0.0000 15.1240
BUFR LAND SYNOP RH2M (%) 24966 : out of range
Severe: rms_fgdepar=32.3390, expected range: 1.4107 16.4663
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48921 : out of range
Severe: rms_fgdepar=436.7839, expected range: 30.0189 83.8172
Severe: avg_pge=0.8595, expected range: -0.4643 0.6012
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48952 : out of range
Severe: rms_fgdepar=326.0160, expected range: 20.9352 175.4100
BUFR LAND SYNOP SURFACE PRESSURE (PA) 35582 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=392.7165, expected range: 0.0000 113.5174
Severe: avg_pge=0.8557, expected range: -0.1743 0.1978
BUFR LAND SYNOP SURFACE PRESSURE (PA) 13625 : out of range
Severe: rms_fgdepar=452.8363, expected range: 0.0000 301.4559
Severe: avg_pge=0.8559, expected range: -0.6669 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
Severe: avg_fgdepar=-584.0465, expected range: -116.8983 163.3006
Severe: rms_fgdepar=584.0465, expected range: 0.0000 118.8325
Severe: avg_pge=0.9060, expected range: -0.4533 0.7171
BUFR LAND SYNOP SURFACE PRESSURE (PA) 13459 : out of range
Severe: rms_fgdepar=460.7270, expected range: 0.0000 148.9728
BUFR LAND SYNOP SURFACE PRESSURE (PA) 22869 : out of range
Severe: rms_fgdepar=452.2217, expected range: 0.0000 185.1418
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=100.0000, expected range: 123.6794 163.3206
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3E2426 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8809, expected range: -0.8649 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAQJ7 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-571.2772, expected range: -1220.1111 485.3157
Severely_persistent: rms_fgdepar=571.2772, expected range: 0.0000 1212.8830
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6PZ8 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-503.6526, expected range: -752.8245 -184.5641
Severely_persistent: rms_fgdepar=503.6526, expected range: 184.5641 752.8245
Severely_persistent: avg_pge=0.8154, expected range: 0.6478 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) PDGW : out of range
Severe: rms_fgdepar=17.2031, expected range: 0.0000 14.7632
Severe: avg_pge=0.9019, expected range: -1.0146 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCDY2 : out of range
Severe: avg_fgdepar=-755.5120, expected range: -294.9199 1039.4582
Severe: rms_fgdepar=755.5120, expected range: 0.0000 1106.9462
Severe: avg_pge=0.8846, expected range: -0.8060 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDH7563 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=578.6302, expected range: -2779.2423 2902.0176
Severe: rms_fgdepar=578.6302, expected range: 0.0000 2344.5354
Severe: avg_pge=0.8122, expected range: -0.9327 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WXU3434 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=684.8390, expected range: 0.0000 331.7208
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6DL4 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=932.8234, expected range: -212.6772 55.0062
Severe: rms_fgdepar=934.3910, expected range: 0.0000 213.1614
Severe: avg_pge=0.8836, expected range: -0.9267 0.7500
metar
METAR SURFACE PRESSURE (PA) KJVL : out of range
Severe: rms_fgdepar=342.9084, expected range: 0.0000 172.3351
snow
BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=51.4500, expected range: 28.7829 59.8465
BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=51.8184, expected range: 29.3388 60.2624
BUFR LAND SYNOP SNOW (CM) 01361 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=66.9801, expected range: 45.0550 75.1625
Severely_persistent: rms_fgdepar=66.9833, expected range: 45.0639 75.1618
BUFR LAND SYNOP SNOW (CM) 01003 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-68.2414, expected range: -78.9298 -68.4436
Severely_persistent: rms_fgdepar=68.2414, expected range: 68.4436 78.9298
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-757.3923, expected range: -749.3193 -721.9564
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=757.3937, expected range: 721.9566 749.3203
BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=86.8590, expected range: 84.9493 111.2336
BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=86.8613, expected range: 84.9458 111.2737
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-90.9640, expected range: -93.3099 -87.6394
Severely_persistent: rms_fgdepar=90.9654, expected range: 87.6395 93.3101
BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.4545, expected range: 56.6932 139.2187
BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
10 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.4617, expected range: 56.6957 139.2254
BUFR LAND SYNOP SNOW (CM) 13492 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=37.2279, expected range: 0.0000 7.8432
BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
Severe: avg_fgdepar=56.8200, expected range: 44.8131 63.1214
BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
Severe: rms_fgdepar=56.8218, expected range: 44.8160 63.1300
BUFR LAND SYNOP SNOW (CM) : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=18.3309, expected range: -1.5662 2.5454
Severe: rms_fgdepar=28.6357, expected range: -3.7594 7.4739
t2m
LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.0296, expected range: -24.4646 7.1417
Severely_persistent: rms_fgdepar=13.0296, expected range: 0.0000 24.5764
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.9717, expected range: -40.9465 20.6797
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=16.9816, expected range: 5.8134 22.6021
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.8772, expected range: -20.7372 -4.2140
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=14.8800, expected range: 4.8681 20.2967
LAND TEMP 2M TEMPERATURE (K) 17130 : out of range
Severe: avg_fgdepar=-19.0032, expected range: -3.7336 7.4812
Severe: rms_fgdepar=19.0032, expected range: 0.0000 5.7286
LAND TEMP 2M TEMPERATURE (K) 83525 : out of range
Severe: avg_fgdepar=-19.9540, expected range: -5.0637 1.4423
Severe: rms_fgdepar=19.9540, expected range: 0.0000 4.5208