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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-07 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=-0.0510, expected range: -0.0742 -0.0695
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 6 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4141, expected range: -0.3808 -0.3541
METOP-B 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=-0.5002, expected range: -0.3936 -0.3874
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2186, expected range: -0.1314 -0.0475
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2096, expected range: -0.1608 -0.1048
atms
NPP ATMS RADIANCES CHANNEL 20 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0058, expected range: -0.0547 -0.0209
NPP ATMS RADIANCES CHANNEL 21 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1649, expected range: 0.1009 0.1371
NPP ATMS RADIANCES CHANNEL 13 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3911, expected range: -0.3684 -0.3383
NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1822, expected range: -0.2087 -0.2043
gpsro
METOP-B GRAS RISING HEIGHT 14-16 KM : out of range
Slight: stdev_norm_fgdepar=0.8997, expected range: 0.9855 1.2137
COSMIC2-E1 GPSRO RISING HEIGHT 36-38 KM : out of range
Slight: avg_norm_fgdepar=0.1924, expected range: -0.0437 0.1223
Atmospheric Motion Vector
AQUA MODIS CLEAR WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
3 times in the last 10 days for at least one item
Considerable: obs_number=1131.0000, expected range: 276.3766 790.0176
Geostationary CSR
METEOSAT-8 SEVIRI RADIANCES CHANNEL 3 : out of range
Slight: stdev_fgdepar=0.9250, expected range: 0.7739 0.9198
Radiosondes
LAND TEMP Q (G/KG) 65578 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.5115, expected range: 0.1252 1.9121
LAND TEMP WIND VECTOR DIFF (M/S) 32389 (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=16.2175, expected range: 0.0000 8.1656
LAND TEMP WIND VECTOR DIFF (M/S) 25913 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=22.5768, expected range: -3.2588 7.7315
Severe: rms_fgdepar=22.6713, expected range: 0.0000 7.6235
Severe: avg_pge=0.9285, expected range: -0.9441 0.7500
LAND TEMP WIND VECTOR DIFF (M/S) 23955 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=20.7461, expected range: -6.6230 12.8038
Severe: rms_fgdepar=20.7461, expected range: 0.0000 13.2072
Severe: avg_pge=0.9053, expected range: -1.1682 0.7500
HIGH RESO LAND TEMP Q (G/KG) 56985 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.8252, expected range: 0.0000 1.9116
amdar
AMDAR WIND VECTOR DIFF (M/S) ANZ6 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8490, expected range: -1.7668 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) XALICUJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=16.9011, expected range: 0.0000 6.7050
Severe: avg_pge=0.8194, expected range: -0.3037 0.3915
ADS-C WIND VECTOR DIFF (M/S) CISYGFZA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.4334, expected range: 0.0000 7.0963
airep
AIREP WIND VECTOR DIFF (M/S) ETD140 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.5705, expected range: 0.3281 5.9482
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 96791 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=15.2913, expected range: 0.0000 6.0403
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 41244 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-592.7428, expected range: -2047.4730 1432.6329
Severely_persistent: rms_fgdepar=607.6225, expected range: 0.0000 1677.0838
Severely_persistent: avg_pge=0.9276, expected range: 0.4318 0.7500
MANUAL LAND SYNOP RH2M (%) 42770 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9989, expected range: -1.7343 0.7500
MANUAL LAND SYNOP RH2M (%) 42473 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8043, expected range: -1.7719 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 86748 : out of range
29 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=694.0475, expected range: 0.0000 1583.7209
Severely_persistent: avg_pge=0.8743, expected range: 0.0852 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) _80779BD : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=692.4524, expected range: 653.2873 803.0830
BUFR LAND SYNOP SURFACE PRESSURE (PA) _80779BD : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=693.4032, expected range: 653.7042 803.6299
AUTOMATIC LAND SYNOP RH2M (%) 18210 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-51.0244, expected range: -101.3596 36.4866
Severe: rms_fgdepar=51.9305, expected range: 0.0000 102.5454
AUTOMATIC LAND SYNOP RH2M (%) 41244 : out of range
Severe: rms_fgdepar=41.5431, expected range: 0.0000 18.6543
MANUAL LAND SYNOP RH2M (%) 65351 : out of range
Severe: rms_fgdepar=38.8585, expected range: 0.0000 18.3389
Severe: avg_pge=0.8593, expected range: -0.0003 0.0068
MANUAL LAND SYNOP RH2M (%) 42752 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9497, expected range: -1.7455 0.7500
MANUAL LAND SYNOP RH2M (%) 41624 : out of range
Severe: avg_pge=0.9218, expected range: -0.8207 0.7500
MANUAL LAND SYNOP RH2M (%) 41697 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9288, expected range: -1.4055 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 24802 : out of range
Severe: avg_fgdepar=553.0896, expected range: -154.9338 292.4284
Severe: rms_fgdepar=553.0896, expected range: 0.0000 284.6324
Severe: avg_pge=0.8932, expected range: -1.0394 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83912 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8276, expected range: -0.3154 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82596 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=348.2986, expected range: 0.0000 294.5669
Severe: avg_pge=0.8432, expected range: -0.8642 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=0.8477, expected range: -0.9648 0.7500
MANUAL LAND SYNOP Z (M) 38856 : out of range
Severe: avg_pge=0.9639, expected range: -0.0596 0.0769
BUFR LAND SYNOP RH2M (%) 72312 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=41.5022, expected range: 0.0000 27.5576
Severe: avg_pge=0.8218, expected range: -0.0050 0.0129
BUFR LAND SYNOP RH2M (%) 60252 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=33.1980, expected range: 0.0000 13.5508
BUFR LAND SYNOP RH2M (%) 03225 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-57.9676, expected range: -16.4895 18.0893
Severe: rms_fgdepar=57.9676, expected range: 0.0000 19.3088
Severe: avg_pge=0.9946, expected range: 0.0000 0.0061
BUFR LAND SYNOP RH2M (%) 08545 : out of range
Severe: rms_fgdepar=43.4110, expected range: 0.0000 17.9535
BUFR LAND SYNOP RH2M (%) 03075 : out of range
Severe: rms_fgdepar=30.4346, expected range: 0.0000 16.1572
BUFR LAND SYNOP SURFACE PRESSURE (PA) 67221 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8063, expected range: 0.6801 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
Severe: avg_pge=0.8148, expected range: -0.5152 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 23383 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=914.3689, expected range: -321.9036 267.1367
Severe: rms_fgdepar=921.5671, expected range: 0.0000 356.5421
Severe: avg_pge=0.9307, expected range: -0.8004 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25916 : out of range
Severe: rms_fgdepar=608.2880, expected range: 0.0000 188.2021
BUFR LAND SYNOP SURFACE PRESSURE (PA) 13369 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=314.6023, expected range: 0.0000 130.7807
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) EUMDE39 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=27.2683, expected range: -19.5437 52.8159
Severely_persistent: rms_fgdepar=27.6008, expected range: 0.0000 53.0275
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7QJ3 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=862.3499, expected range: -831.9078 1758.4189
Severely_persistent: rms_fgdepar=876.2038, expected range: 0.0000 1729.2747
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 45024 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8423, expected range: 0.5968 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 2VTMYTD : out of range
Severe: avg_pge=0.8934, expected range: 0.0550 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6UZ7 : out of range
Severe: rms_fgdepar=326.5795, expected range: 0.0000 164.9080
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRNA8 : out of range
Severe: avg_fgdepar=530.7523, expected range: -386.1270 791.6437
Severe: rms_fgdepar=530.7523, expected range: 0.0000 775.4578
Severe: avg_pge=0.8181, expected range: -1.0682 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WGEH : out of range
Severe: rms_fgdepar=349.4404, expected range: 0.0000 108.4273
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KIZ : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=489.5063, expected range: 320.0806 461.4071
Severe: avg_pge=0.8198, expected range: -0.7069 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6204593 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-546.0564, expected range: -1570.4697 1086.1741
Severely_persistent: rms_fgdepar=546.0564, expected range: 0.0000 897.2537
Severely_persistent: avg_pge=0.9043, expected range: -0.0229 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4602724 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9009, expected range: 0.1336 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6102797 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8411, expected range: -1.5099 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 2302618 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=712.9090, expected range: 0.0000 1290.6990
Severely_persistent: avg_pge=0.9190, expected range: 0.0590 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 2302620 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=538.7667, expected range: 130.9602 646.2094
Severe: avg_pge=0.8683, expected range: -0.0246 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1601606 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=546.9691, expected range: 0.0000 198.2636
DRIFTING BUOYS SURFACE PRESSURE (PA) 5401536 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=652.6752, expected range: -67.8367 63.3421
Severe: rms_fgdepar=659.4316, expected range: 0.0000 49.1874
Severe: avg_pge=0.9076, expected range: -0.0168 0.0192
MOORED BUOYS SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=812.0000, expected range: 944.4700 997.8829
Considerable: obs_number=69.0000, expected range: 135.0000 135.0000
metar
METAR SURFACE PRESSURE (PA) OIBQ : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=398.6291, expected range: 0.0000 98.0802
METAR SURFACE PRESSURE (PA) OIBV : out of range
Severe: rms_fgdepar=325.3146, expected range: 0.0000 129.1793
snow
MANUAL LAND SYNOP SNOW (CM) 22271 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=50.4211, expected range: 40.6218 56.0703
Severely_persistent: rms_fgdepar=50.4211, expected range: 40.6218 56.0703
ROCOB TEMP SNOW (CM) 63301060 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=59.0433, expected range: 55.1303 83.3108
Severely_persistent: rms_fgdepar=59.0433, expected range: 55.1303 83.3108
BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-52.7876, expected range: -84.4392 -35.2218
BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=52.7960, expected range: 35.2413 84.4393
BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-65.4444, expected range: -58.6686 -52.7885
BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=65.4769, expected range: 52.7982 58.7149
BUFR LAND SYNOP SNOW (CM) 22271 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=51.7916, expected range: 41.4704 57.7685
Severely_persistent: rms_fgdepar=51.7916, expected range: 41.4704 57.7685
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=-75.7956, expected range: -85.7501 -74.9524
Severely_persistent: rms_fgdepar=75.7956, expected range: 74.9524 85.7501
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=-722.6307, expected range: -730.1816 -711.8966
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=722.6308, expected range: 711.8987 730.1816
BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.4518, expected range: 19.5414 63.0654
BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.4635, expected range: 19.5307 63.1566
BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=71.6545, expected range: 58.5426 73.2676
BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=71.6556, expected range: 58.5436 73.3032
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=-90.6904, expected range: -86.1564 -69.7105
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=90.6953, expected range: 69.7128 86.1866
BUFR LAND SYNOP SNOW (CM) _MI11AD6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=79.6577, expected range: 51.7127 84.0843
BUFR LAND SYNOP SNOW (CM) _MI11AD6 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=79.6704, expected range: 51.7450 84.1016
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=-91.7935, expected range: -95.8114 -91.2601
Severely_persistent: rms_fgdepar=91.7936, expected range: 91.2602 95.8114
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=-61.9640, expected range: -94.5204 -46.3009
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=61.9824, expected range: 46.3301 94.5182
BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-58.4028, expected range: -77.1953 -29.2289
BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
26 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=58.4044, expected range: 29.2582 77.2149
BUFR LAND SYNOP SNOW (CM) _MI1B25E : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-61.3439, expected range: -58.5927 -30.5057
BUFR LAND SYNOP SNOW (CM) _MI1B25E : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.3560, expected range: 30.5158 58.5913
BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
22 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-50.8781, expected range: -63.2049 -36.6238
BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
22 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=50.8857, expected range: 36.7601 63.1768
BUFR LAND SYNOP SNOW (CM) _MI1B83F : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.8085, expected range: 54.5705 71.9240
BUFR LAND SYNOP SNOW (CM) _MI1B83F : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.8154, expected range: 54.6192 71.9366
BUFR LAND SYNOP SNOW (CM) _MI196EF : out of range
36 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=100.0000, expected range: 100.0000 100.0000
BUFR LAND SYNOP SNOW (CM) _MI196EF : out of range
36 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=100.0000, expected range: 100.0000 100.0000
MANUAL LAND SYNOP SNOW (CM) 23891 : out of range
Severe: rms_fgdepar=19.8297, expected range: 6.4635 11.4403
MANUAL LAND SYNOP SNOW (CM) 23078 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=15.3581, expected range: 0.0000 5.1667
ROCOB TEMP SNOW (CM) 64301568 : out of range
Severe: rms_fgdepar=23.3888, expected range: 0.0000 3.2266
BUFR LAND SYNOP SNOW (CM) : out of range
1 times in the last 10 days for at least one item
Considerable: avg_fgdepar=-148.9105, expected range: -141.0784 -126.2947
t2m
LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.2278, expected range: -21.7078 8.3867
Severely_persistent: rms_fgdepar=15.3090, expected range: 0.0000 21.8062
BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
33 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.6235, expected range: -20.8702 -7.6339
Severely_persistent: rms_fgdepar=15.7624, expected range: 8.1828 20.6793
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.3464, expected range: -18.2012 -5.9873
Severely_persistent: rms_fgdepar=13.3877, expected range: 5.8901 18.9439
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 52955 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=12.8866, expected range: -15.2551 18.9395
Severe: rms_fgdepar=12.8866, expected range: 0.0000 13.9466
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 56065 : out of range
Severe: avg_fgdepar=12.0178, expected range: -1.5000 14.8388
Severe: rms_fgdepar=12.0178, expected range: 0.0000 14.8388
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=12.9858, expected range: 5.6066 14.2262
Severe: rms_fgdepar=12.9858, expected range: 5.6066 14.2262
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
Severe: avg_fgdepar=-15.4478, expected range: -10.0994 -4.2346
Severe: rms_fgdepar=15.4954, expected range: 4.3856 10.2004
MANUAL LAND SYNOP 2M TEMPERATURE (K) 60105 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.5816, expected range: 0.0000 2.7675
METAR 2M TEMPERATURE (K) EGAE : out of range
Severe: rms_fgdepar=10.4475, expected range: 0.0000 4.0373
BUFR LAND SYNOP 2M TEMPERATURE (K) 76040 : out of range
Severe: rms_fgdepar=11.6167, expected range: 0.4468 5.4461
BUFR LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
Severe: avg_fgdepar=-15.4597, expected range: -9.9435 -4.4403
Severe: rms_fgdepar=15.5060, expected range: 4.5301 10.0735
BUFR LAND SYNOP 2M TEMPERATURE (K) _070FF49 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=13.4907, expected range: -0.1358 7.4532
BUFR LAND SYNOP 2M TEMPERATURE (K) _070FF49 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=14.3251, expected range: 0.0000 9.2602
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1DB3C : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.9803, expected range: 0.9967 4.0342
rh2m
MANUAL LAND SYNOP RH2M (%) 95623 : out of range
Severe: rms_fgdepar=36.0887, expected range: 0.0000 18.0358
MANUAL LAND SYNOP RH2M (%) 89574 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.0613, expected range: 0.0000 17.2418
METAR RH2M (%) KGSP : out of range
Severe: rms_fgdepar=30.8122, expected range: 5.4497 19.3696
BUFR LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item
Severe: avg_lsm=0.8983, expected range: 0.9993 0.9999