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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-24 00:00

amsua
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3155, expected range: -0.2817 -0.2546
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.8380, expected range: -0.7743 -0.7439
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.9800, expected range: -0.9015 -0.8785
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=-0.5857, expected range: -0.5188 -0.5050
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3125, expected range: -0.2708 -0.2406
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1729, expected range: -0.1477 -0.1322
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3108, expected range: -0.2522 -0.2256
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.8987, expected range: -0.7854 -0.7374
iasi
METOP-B IASI RADIANCES CHANNEL 366 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1884, expected range: -0.1497 -0.1308
METOP-C IASI RADIANCES CHANNEL 87 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0586, expected range: 0.1159 0.1709
METOP-C IASI RADIANCES CHANNEL 252 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0084, expected range: -0.0261 -0.0180
METOP-C IASI RADIANCES CHANNEL 254 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0894, expected range: 0.0746 0.0829
METOP-C IASI RADIANCES CHANNEL 262 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0668, expected range: 0.0399 0.0407
METOP-C IASI RADIANCES CHANNEL 267 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0863, expected range: 0.0633 0.0720
METOP-C IASI RADIANCES CHANNEL 269 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0676, expected range: -0.0932 -0.0858
METOP-C IASI RADIANCES CHANNEL 371 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2519, expected range: -0.2288 -0.2084
METOP-C IASI RADIANCES CHANNEL 228 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0887, expected range: 0.1029 0.1180
METOP-B IASI RADIANCES CHANNEL 3002 : out of range
Considerable: obs_number=4577.0000, expected range: 3676.2729 4392.9771
METOP-B IASI RADIANCES CHANNEL 3165 : out of range
Considerable: obs_number=4855.0000, expected range: 4043.2736 4687.3514
cris
NOAA20 CRIS RADIANCES CHANNEL 1221 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1960, expected range: 0.1494 0.1749
NOAA20 CRIS RADIANCES CHANNEL 91 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0230, expected range: -0.0371 -0.0301
NOAA20 CRIS RADIANCES CHANNEL 92 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0328, expected range: 0.0174 0.0209
NOAA20 CRIS RADIANCES CHANNEL 95 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0637, expected range: 0.0377 0.0503
NOAA20 CRIS RADIANCES CHANNEL 96 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0079, expected range: -0.0382 -0.0257
NOAA20 CRIS RADIANCES CHANNEL 97 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0584, expected range: 0.0263 0.0402
NOAA20 CRIS RADIANCES CHANNEL 108 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0450, expected range: -0.0915 -0.0702
NOAA20 CRIS RADIANCES CHANNEL 101 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1655, expected range: -0.1156 -0.0962
airs
AQUA AIRS RADIANCES CHANNEL 1116 : out of range
3 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.3030, expected range: 0.3216 0.3546
atms
NPP ATMS RADIANCES CHANNEL 19 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1174, expected range: -0.2068 -0.1786
NPP ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.7438, expected range: 0.6434 0.6678
NPP ATMS RADIANCES CHANNEL 11 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2930, expected range: -0.2392 -0.2287
NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5285, expected range: 0.4430 0.4639
NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.6497, expected range: -0.5878 -0.5491
NPP ATMS RADIANCES CHANNEL 18 : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=7263.0000, expected range: 4911.3217 6584.5558
NOAA20 ATMS RADIANCES CHANNEL 18 : out of range
Considerable: obs_number=18934.0000, expected range: 16002.3453 18034.0058
NOAA20 ATMS RADIANCES CHANNEL 19 : out of range
Considerable: obs_number=19840.0000, expected range: 16910.9624 18866.1394
gpsro
COSMIC2-E6 GPSRO RISING HEIGHT 2-4 KM : out of range
Slight: avg_norm_fgdepar=-0.3223, expected range: -0.2531 -0.0556
Atmospheric Motion Vector
AQUA MODIS CLEAR WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
7 times in the last 10 days for at least one item
Severely_persistent: obs_number=610.0000, expected range: 131.0923 261.4521
AQUA MODIS IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=313.0000, expected range: 0.0000 179.6519
HIMAWARI-8 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA : out of range
3 times in the last 10 days for at least one item
Considerable: obs_number=433.0000, expected range: 731.5170 1283.4172
scatt
All HY-2B SCATTEROMETER Global : all data missing
Severe: obs_number=0, expected range: 65224.07 175608.47
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.0031, expected range: -0.2127 -0.0991
Radiosondes
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severely_persistent: obs_number=0, expected range: 116.58 183.42
LAND TEMP TEMPERATURE (K) 98328 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=-10.3734, expected range: -1.6197 2.3565
Severe: rms_fgdepar=10.3734, expected range: 0.0000 2.1161
Severe: avg_pge=0.9284, expected range: -0.3493 0.6010
LAND TEMP WIND VECTOR DIFF (M/S) 25403 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=15.3010, expected range: 0.4054 5.0220
LAND TEMP WIND VECTOR DIFF (M/S) 28951 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=18.2436, expected range: 0.0000 6.2088
HIGH RESO LAND TEMP Q (G/KG) 47778 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.7911, expected range: 0.0000 1.0706
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : missing
Severe: obs_number=0.0000, expected range: 55.9865 130.0135
All HIGH RESO LAND TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 10.84 553.82
LAND TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=185.0000, expected range: 117.8699 158.3801
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=102.0000, expected range: 15.8884 71.8894
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=93.0000, expected range: 134.7090 170.5410
amdar
WIGOS AMDAR TEMPERATURE (K) EO0JMSBA PRESSURE LAYER 0-300 (HPA) : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-10.3625, expected range: -19.0733 13.4094
Severely_persistent: rms_fgdepar=10.4168, expected range: 0.0000 18.1063
Severely_persistent: avg_pge=0.8906, expected range: -1.6030 0.7500
WIGOS AMDAR Q (G/KG) BPZGUWRA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=6.0698, expected range: -12.9906 9.3866
Severe: rms_fgdepar=6.0699, expected range: 0.0000 6.4419
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 48407 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.9058, expected range: -4.2756 30.4835
Severe: rms_fgdepar=22.9058, expected range: 0.0000 31.9146
Severe: avg_pge=0.8594, expected range: 0.1523 0.7500
LAND PILOT WIND VECTOR DIFF (M/S) 48914 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=22.2362, expected range: -10.3222 17.7069
Severe: rms_fgdepar=22.2362, expected range: 0.0000 17.6421
Severe: avg_pge=0.8828, expected range: -1.1015 0.7500
BUFR LAND PILOT WIND VECTOR DIFF (M/S) 17609 PRESSURE LAYER 600-900 (H : out of range
Severe: rms_fgdepar=16.4454, expected range: 0.0000 9.8959
Severe: avg_pge=0.8805, expected range: -1.2390 0.7500
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40260 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8553, expected range: -1.1077 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 44232 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8442, expected range: 0.5118 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-636.8647, expected range: -659.6293 -563.6482
Severely_persistent: rms_fgdepar=636.8985, expected range: 563.0472 660.8322
BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-923.7618, expected range: -964.2169 -829.2655
Severely_persistent: rms_fgdepar=924.6955, expected range: 828.0014 969.7686
BUFR LAND SYNOP SURFACE PRESSURE (PA) 38344 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=521.2289, expected range: -971.6978 1393.5781
Severely_persistent: avg_pge=0.8299, expected range: -1.6319 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 12805 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=745.0001, expected range: 0.0000 1264.3278
AUTOMATIC LAND SYNOP RH2M (%) 41272 : out of range
Severe: avg_pge=0.9606, expected range: -0.8536 0.7500
MANUAL LAND SYNOP RH2M (%) 62018 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8920, expected range: -0.0384 0.0584
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 80210 : out of range
Severe: rms_fgdepar=391.1696, expected range: 0.0000 265.8401
Severe: avg_pge=0.8097, expected range: -1.0705 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 68112 : out of range
Severe: avg_pge=0.8369, expected range: 0.1707 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42343 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=338.6400, expected range: 0.0000 117.3112
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42834 : out of range
Severe: avg_pge=0.8143, expected range: -0.8491 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41785 : out of range
Severe: avg_pge=0.8386, expected range: -0.7447 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41678 : out of range
Severe: rms_fgdepar=380.8381, expected range: 0.0000 266.8363
Severe: avg_pge=0.8847, expected range: -0.5921 0.7500
BUFR LAND SYNOP RH2M (%) 12970 : out of range
Severe: rms_fgdepar=31.1688, expected range: 2.5068 17.3615
BUFR LAND SYNOP RH2M (%) 12982 : out of range
Severe: rms_fgdepar=36.6740, expected range: 0.0000 13.5325
BUFR LAND SYNOP RH2M (%) 64184 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9445, expected range: -0.8954 0.7500
BUFR LAND SYNOP RH2M (%) 44317 : out of range
Severe: rms_fgdepar=40.1576, expected range: 0.0000 19.8849
BUFR LAND SYNOP RH2M (%) 26157 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.6672, expected range: 1.1768 10.1718
BUFR LAND SYNOP SURFACE PRESSURE (PA) 76762 : out of range
Severe: rms_fgdepar=337.6134, expected range: 0.0000 144.8505
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48454 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=379.1867, expected range: 0.0000 169.8866
Severe: avg_pge=0.8547, expected range: -0.5345 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 29974 : out of range
Severe: rms_fgdepar=538.9170, expected range: 16.2063 208.7771
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94816 : out of range
Severe: rms_fgdepar=302.2779, expected range: 0.0000 157.4468
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48048 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=328.8107, expected range: 0.0000 197.1327
Severe: avg_pge=0.8167, expected range: -0.2335 0.3433
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48078 : out of range
Severe: rms_fgdepar=559.4277, expected range: 0.0000 166.8915
BUFR LAND SYNOP SURFACE PRESSURE (PA) 91939 : out of range
Severe: rms_fgdepar=318.0389, expected range: 0.0000 223.3852
Severe: avg_pge=0.8446, expected range: -0.3075 0.7500
AUTOMATIC LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=50.0000, expected range: 53.7873 58.9627
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDH7560 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8792, expected range: 0.0373 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 45024 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-583.5938, expected range: -858.3723 209.9445
Severely_persistent: rms_fgdepar=584.6268, expected range: 0.0000 856.3283
Severely_persistent: avg_pge=0.9133, expected range: -0.4151 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V6465 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=902.7798, expected range: -466.5372 1597.2610
Severely_persistent: rms_fgdepar=902.7798, expected range: 0.0000 1597.2610
Severely_persistent: avg_pge=0.8827, expected range: 0.3901 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V9558 : out of range
Severe: rms_fgdepar=16.7205, expected range: 0.0000 12.4119
Severe: avg_pge=0.8948, expected range: -0.7281 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OWCM2 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=553.2427, expected range: -148.1590 262.1770
Severe: rms_fgdepar=717.9179, expected range: 0.0000 239.3303
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7DJ5 : out of range
Severe: avg_fgdepar=1132.5508, expected range: -511.1950 436.3670
Severe: rms_fgdepar=1133.1206, expected range: 0.0000 561.7655
Severe: avg_pge=0.9070, expected range: -0.7675 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9558 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=602.5179, expected range: -930.3323 1572.3177
Severe: rms_fgdepar=602.5179, expected range: 0.0000 1099.4860
Severe: avg_pge=0.8249, expected range: -0.7322 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRBJ9 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=594.5800, expected range: 0.0000 722.9350
BUFR SHIP SYNOP SURFACE PRESSURE (PA) KSFF : out of range
Severe: rms_fgdepar=394.4770, expected range: 0.0000 190.0300
BUFR SHIP SYNOP SURFACE PRESSURE (PA) PJWM : out of range
Severe: avg_fgdepar=-725.8980, expected range: -272.1838 116.8184
Severe: rms_fgdepar=725.8980, expected range: 0.0000 190.9773
Severe: avg_pge=0.8706, expected range: -1.0455 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSEP : out of range
Severe: rms_fgdepar=310.1457, expected range: 0.0000 145.7679
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WMPP : out of range
Severe: rms_fgdepar=470.1511, expected range: 0.0000 104.9515
metar
METAR SURFACE PRESSURE (PA) OIMD : out of range
Severe: rms_fgdepar=466.6469, expected range: 0.0000 183.5384
METAR SURFACE PRESSURE (PA) LBPL : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=649.7138, expected range: 0.0000 161.3676
AUTOMATIC METAR SURFACE PRESSURE (PA) KHRL : out of range
Severe: rms_fgdepar=304.1663, expected range: 0.0000 142.0048
AUTOMATIC METAR SURFACE PRESSURE (PA) KBRO : out of range
Severe: rms_fgdepar=375.2692, expected range: 0.0000 148.6456
snow
BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=51.9048, expected range: 37.2930 58.5782
BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=53.1628, expected range: 38.4071 59.0051
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=63.1092, expected range: 61.3183 71.9615
Severely_persistent: rms_fgdepar=63.1231, expected range: 61.3177 71.9661
BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=51.6945, expected range: 49.6735 63.4651
BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=51.7061, expected range: 49.6830 63.4629
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=-63.1320, expected range: -77.2552 -62.4392
Severely_persistent: rms_fgdepar=63.1320, expected range: 62.4392 77.2552
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=51.1820, expected range: 26.9352 59.1933
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-773.1420, expected range: -795.5787 -707.4596
BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=773.1420, expected range: 707.4599 795.5811
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=60.3917, expected range: 29.9360 60.2363
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
11 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.2781, expected range: 30.2969 61.2805
t2m
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.6524, expected range: -41.2769 12.2444
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=17.6768, expected range: 9.7448 23.6747
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.0594, expected range: -19.2192 -11.9373
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=15.0676, expected range: 11.9259 19.2968
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89625 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.6885, expected range: -17.0265 3.3374
Severe: rms_fgdepar=12.6885, expected range: 0.0000 15.4049
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 56106 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.3399, expected range: 4.1974 13.7651
Severe: rms_fgdepar=12.3399, expected range: 4.1974 13.7651
MANUAL LAND SYNOP 2M TEMPERATURE (K) 38933 : out of range
Severe: rms_fgdepar=10.0733, expected range: 0.7915 4.8294
BUFR LAND SYNOP 2M TEMPERATURE (K) 89625 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.7394, expected range: -17.0697 3.2930
Severe: rms_fgdepar=12.7394, expected range: 0.0000 15.4841
BUFR LAND SYNOP 2M TEMPERATURE (K) 68619 : out of range
Severe: rms_fgdepar=10.2946, expected range: 0.0000 4.9763
rh2m
MANUAL LAND SYNOP RH2M (%) 67871 : out of range
Severe: rms_fgdepar=33.3189, expected range: 0.0000 18.4125
MANUAL LAND SYNOP RH2M (%) 13174 : out of range
Severe: rms_fgdepar=35.7044, expected range: 0.0000 19.6574