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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-13 12:00

amsua
All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77
NOAA-15 AMSUA RADIANCES CHANNEL 7 : out of range
Considerable: obs_number=2191.0000, expected range: 75.6275 1752.9608
NOAA-15 AMSUA RADIANCES CHANNEL 12 : out of range
Considerable: obs_number=2738.0000, expected range: 114.9548 2167.5158
NOAA-15 AMSUA RADIANCES CHANNEL 13 : out of range
Considerable: obs_number=2743.0000, expected range: 124.1494 2217.2624
cris
NPP CRIS RADIANCES CHANNEL 109 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1075, expected range: 0.1331 0.1470
NOAA20 CRIS RADIANCES CHANNEL 1189 : out of range
1 times in the last 10 days for at least one item
Considerable: avg_biascorr=-0.3667, expected range: -0.3192 -0.2436
NOAA20 CRIS RADIANCES CHANNEL 1205 : out of range
1 times in the last 10 days for at least one item
Considerable: avg_biascorr=-0.4034, expected range: -0.3549 -0.2820
airs
All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 3675.38 24825.12
mhs
METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.3877, expected range: 0.1187 0.1500
METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.3104, expected range: 0.0090 0.1765
mwhs2
FY-3C MWHS2 ALLSKY RADIANCES (11 channels affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=1272.0000, expected range: 6463.3493 12914.2507
gpsro
All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21
All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 707.01 2703.43
METOP-A GRAS SETTING HEIGHT 28-30 KM : out of range
Slight: avg_norm_fgdepar=-0.2859, expected range: -0.1830 0.1616
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-10.3844, expected range: -17.1160 6.9506
Severely_persistent: rms_fgdepar=10.3844, expected range: 0.0000 16.4907
Severely_persistent: avg_pge=0.9228, expected range: -0.8698 0.7500
All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severely_persistent: obs_number=0, expected range: 77.63 222.37
All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severely_persistent: obs_number=0, expected range: 77.63 222.37
BUFR TEMP DESCENT TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : missing
7 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 0.0000 450.1986
LAND TEMP TEMPERATURE (K) 68906 PRESSURE LAYER 0-300 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=9.9895, expected range: 0.0918 2.3323
LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-11.7378, expected range: -14.5057 7.4347
Severe: rms_fgdepar=11.7378, expected range: 0.0000 11.7588
Severe: avg_pge=0.9294, expected range: -0.0823 0.7500
LAND TEMP WIND VECTOR DIFF (M/S) 61660 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=27.0139, expected range: -12.8229 25.2571
Severe: rms_fgdepar=28.4117, expected range: 0.0000 35.2740
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=5.3373, expected range: 0.3558 1.8488
Severe: rms_fgdepar=3.4712, expected range: 0.9202 2.3681
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 04360 (2 pressure layers af : out of range
Severe: rms_fgdepar=17.3117, expected range: 0.0000 8.4298
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 51243 PRESSURE LAYER 900-12 : out of range
Severe: avg_fgdepar=20.2541, expected range: -0.6299 4.8279
Severe: avg_pge=0.9118, expected range: -0.8096 0.7500
HIGH RESO LAND TEMP Q (G/KG) 72210 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.0146, expected range: 0.0662 1.1603
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: rms_fgdepar=3.0075, expected range: 0.1559 2.0404
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=5726.0000, expected range: 4736.3916 5373.3584
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HP : out of range
Considerable: obs_number=79.0000, expected range: 93.9544 123.1567
HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=265.0000, expected range: 192.6543 207.1457
Considerable: obs_number=432.0000, expected range: 506.5366 547.4634
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=290.0000, expected range: 320.7862 338.4638
amdar
WIGOS AMDAR WIND VECTOR DIFF (M/S) PYKXLDBA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.3379, expected range: 0.0000 5.7666
ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
4 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 272.4960
airep
AIREP WIND VECTOR DIFF (M/S) KLM601 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.5424, expected range: 0.9432 4.2057
AIREP WIND VECTOR DIFF (M/S) KLM641 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=36.5028, expected range: 0.0000 8.5475
AIREP WIND VECTOR DIFF (M/S) KLM661 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.7604, expected range: 0.0000 11.5625
AIREP WIND VECTOR DIFF (M/S) BAW269 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.5981, expected range: 0.0000 17.8228
AIREP WIND VECTOR DIFF (M/S) BAW31F PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.0996, expected range: 0.0000 24.4152
AIREP WIND VECTOR DIFF (M/S) KLM72Y PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4034, expected range: 0.0000 12.3054
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 10410 PRESSURE LAYER 600-900 : out of range
Severe: rms_fgdepar=17.5684, expected range: 0.0000 13.3598
Severe: avg_pge=0.8803, expected range: -0.6769 0.7500
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 41936 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.7194, expected range: 2.5671 12.7618
Severe: avg_pge=0.8459, expected range: -0.4013 0.7500
synop
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31123 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8280, expected range: -0.0553 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 68624 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8811, expected range: -0.4391 0.5077
MANUAL LAND SYNOP RH2M (%) 65351 : out of range
Severe: avg_pge=0.9776, expected range: -0.1140 0.1868
MANUAL LAND SYNOP RH2M (%) 76122 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=53.6491, expected range: -30.9023 78.4672
Severe: rms_fgdepar=53.6635, expected range: 0.0000 78.1372
Severe: avg_pge=0.8200, expected range: -1.2692 0.7500
MANUAL LAND SYNOP RH2M (%) 62259 : out of range
Severe: rms_fgdepar=41.0552, expected range: 0.0000 5.9148
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31102 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=645.3642, expected range: 0.0000 562.2025
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 84564 : out of range
Severe: rms_fgdepar=337.8949, expected range: 0.0000 101.0722
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35358 : out of range
Severe: avg_pge=0.8092, expected range: -1.1387 0.7500
BUFR LAND SYNOP RH2M (%) 81951 : out of range
Severe: avg_pge=0.9221, expected range: -0.0452 0.5378
BUFR LAND SYNOP RH2M (%) 71243 : out of range
Severe: rms_fgdepar=43.7914, expected range: 0.0000 15.2298
Severe: avg_pge=0.9585, expected range: 0.0013 0.0044
BUFR LAND SYNOP RH2M (%) 71343 : out of range
Severe: avg_fgdepar=50.9118, expected range: -18.9280 33.7939
Severe: rms_fgdepar=50.9118, expected range: 0.0000 31.8888
Severe: avg_pge=0.9610, expected range: -0.0003 0.0062
BUFR LAND SYNOP RH2M (%) 71555 : out of range
Severe: rms_fgdepar=49.5597, expected range: 0.0000 20.7243
BUFR LAND SYNOP RH2M (%) 71536 : out of range
Severe: rms_fgdepar=47.8179, expected range: 0.0000 26.8766
Severe: avg_pge=0.9463, expected range: -0.0054 0.0129
BUFR LAND SYNOP RH2M (%) 71217 : out of range
Severe: avg_fgdepar=51.4831, expected range: -10.8246 41.8018
Severe: rms_fgdepar=51.4831, expected range: 0.0000 41.8018
BUFR LAND SYNOP RH2M (%) 71517 : out of range
Severe: rms_fgdepar=46.6190, expected range: 0.0000 33.4356
Severe: avg_pge=0.9854, expected range: -0.0043 0.0117
BUFR LAND SYNOP RH2M (%) 71267 : out of range
Severe: rms_fgdepar=41.6308, expected range: 0.0000 15.7250
Severe: avg_pge=0.9228, expected range: 0.0007 0.0051
BUFR LAND SYNOP RH2M (%) 72797 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.2561, expected range: 0.0000 9.5839
BUFR LAND SYNOP RH2M (%) 11968 : out of range
Severe: rms_fgdepar=44.4019, expected range: 0.0000 18.0666
BUFR LAND SYNOP RH2M (%) 71509 : out of range
Severe: rms_fgdepar=43.1357, expected range: 0.0000 19.6089
Severe: avg_pge=0.9491, expected range: 0.0000 0.0059
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04967 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=316.0749, expected range: 0.0000 234.8161
Severe: avg_pge=0.8497, expected range: -0.5758 0.7500
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V2792 : out of range
Severe: avg_pge=0.8710, expected range: -1.3813 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) EUMDE35 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8940, expected range: -0.2437 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) D5UB9 : out of range
Severe: rms_fgdepar=16.2844, expected range: 0.0000 8.6226
Severe: avg_pge=0.8989, expected range: -0.9525 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK51 : out of range
Severe: rms_fgdepar=613.6113, expected range: 0.0000 180.8652
Severe: avg_pge=0.8165, expected range: -0.2015 0.6163
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK36 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=690.8814, expected range: -190.6998 265.1754
Severe: rms_fgdepar=710.9978, expected range: -286.2840 424.1008
Severe: avg_pge=0.9055, expected range: -0.6635 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=637.1346, expected range: -585.9450 1742.0564
Severe: rms_fgdepar=637.1346, expected range: 0.0000 1742.3017
Severe: avg_pge=0.8182, expected range: -0.7490 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6202688 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8012, expected range: -0.9012 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 1501630 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-519.2507, expected range: -312.3379 258.1078
Severe: rms_fgdepar=519.2507, expected range: -399.2954 553.6014
Severe: avg_pge=0.9016, expected range: -0.9479 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 2101661 : out of range
Severe: rms_fgdepar=322.2199, expected range: 0.0000 154.1732
DRIFTING BUOYS SURFACE PRESSURE (PA) 1601635 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8563, expected range: -0.5178 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601796 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=419.5393, expected range: 0.0000 195.7489
DRIFTING BUOYS SURFACE PRESSURE (PA) 2101618 : out of range
Severe: rms_fgdepar=380.8905, expected range: 0.0000 291.2671
Severe: avg_pge=0.8221, expected range: -0.4741 0.6994
snow
AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.0388, expected range: -56.5343 -51.1190
Severely_persistent: rms_fgdepar=55.0388, expected range: 51.1190 56.5343
MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-56.1276, expected range: -75.7360 -33.0962
Severely_persistent: rms_fgdepar=56.1276, expected range: 33.0820 75.7682
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-66.8828, expected range: -69.1213 -63.3045
Severely_persistent: rms_fgdepar=66.8829, expected range: 63.3044 69.1220
BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-81.7301, expected range: -82.5101 -77.7995
Severely_persistent: rms_fgdepar=81.7301, expected range: 77.8003 82.5125
BUFR LAND SYNOP SNOW (CM) 47058 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=100.0000, expected range: 98.2103 100.0415
Severely_persistent: rms_fgdepar=100.0000, expected range: 98.2136 100.0404
AUTOMATIC LAND SYNOP SNOW (CM) 71604 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=50.9635, expected range: -23.7105 56.8763
Severe: rms_fgdepar=50.9635, expected range: 0.0000 56.8763
BUFR LAND SYNOP SNOW (CM) 47052 : out of range
Severe: avg_fgdepar=98.5151, expected range: -91.4164 189.5575
Severe: rms_fgdepar=98.5151, expected range: 0.0000 194.8905
BUFR LAND SYNOP SNOW (CM) 01429 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=28.5569, expected range: -8.0523 12.3585
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22127 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.2591, expected range: -11.2773 5.5602
Severely_persistent: rms_fgdepar=14.3229, expected range: 0.0000 11.8528
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.5335, expected range: -21.3455 8.3441
Severely_persistent: rms_fgdepar=14.5378, expected range: 0.0000 20.0665
METAR 2M TEMPERATURE (K) VYNT : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=16.7062, expected range: 3.1701 15.8957
Severely_persistent: rms_fgdepar=16.7858, expected range: 4.0661 15.8474
METAR 2M TEMPERATURE (K) VECX : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.9477, expected range: -17.8739 1.5217
Severely_persistent: rms_fgdepar=13.1604, expected range: 0.0000 17.9221
BUFR LAND SYNOP 2M TEMPERATURE (K) 85671 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-17.4859, expected range: -22.1141 -10.6901
Severely_persistent: rms_fgdepar=17.5581, expected range: 10.8935 22.0589
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=13.6107, expected range: -8.2001 19.3294
Severely_persistent: rms_fgdepar=13.6816, expected range: 0.0000 19.2478
BUFR LAND SYNOP 2M TEMPERATURE (K) 22127 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.1868, expected range: -11.2288 5.5019
Severely_persistent: rms_fgdepar=14.2546, expected range: 0.0000 11.8022
BUFR LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.4958, expected range: -21.0570 8.5990
Severely_persistent: rms_fgdepar=14.5003, expected range: 0.0000 19.6007
MANUAL LAND SYNOP 2M TEMPERATURE (K) 29771 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.0761, expected range: 0.0000 14.3376
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
Severe: avg_fgdepar=-13.8339, expected range: -6.2086 4.3560
Severe: rms_fgdepar=13.8871, expected range: 0.0000 6.0343
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22413 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.4817, expected range: -9.0927 5.3253
Severe: rms_fgdepar=12.6537, expected range: 0.0000 8.8228
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.1579, expected range: -8.4312 11.1750
Severe: rms_fgdepar=12.1645, expected range: 1.1813 6.8976
MANUAL LAND SYNOP 2M TEMPERATURE (K) 30664 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.0806, expected range: -11.3109 0.7493
Severe: rms_fgdepar=13.1105, expected range: 0.7424 11.7850
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22235 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.0267, expected range: 0.0000 5.0375
MANUAL LAND SYNOP 2M TEMPERATURE (K) 29456 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.9436, expected range: 0.0000 4.7896
MANUAL LAND SYNOP 2M TEMPERATURE (K) 72376 : out of range
Severe: avg_fgdepar=-13.3671, expected range: -12.4832 7.5188
Severe: rms_fgdepar=13.3997, expected range: 0.0000 10.5504
MANUAL LAND SYNOP 2M TEMPERATURE (K) 38878 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8468, expected range: -14.2579 1.5791
Severe: rms_fgdepar=13.3473, expected range: 0.0000 14.2132
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24639 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8525, expected range: -9.3414 2.4133
Severe: rms_fgdepar=12.8561, expected range: 0.0000 9.4699
METAR 2M TEMPERATURE (K) OITR : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.6139, expected range: 1.1481 4.6842
LAND TEMP 2M TEMPERATURE (K) 65548 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-14.8054, expected range: -29.2372 8.9992
Severe: rms_fgdepar=14.8054, expected range: 0.0000 29.2372
BUFR LAND SYNOP 2M TEMPERATURE (K) 29771 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.1249, expected range: 0.0000 14.4298
BUFR LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
Severe: avg_fgdepar=-13.9168, expected range: -6.2642 4.3070
Severe: rms_fgdepar=13.9699, expected range: 0.0000 6.1031
BUFR LAND SYNOP 2M TEMPERATURE (K) 22413 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.5186, expected range: -9.1729 5.3013
Severe: rms_fgdepar=12.6947, expected range: 0.0000 8.8971
BUFR LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.2079, expected range: -8.4812 11.1250
Severe: rms_fgdepar=12.2145, expected range: 1.1840 6.8524
BUFR LAND SYNOP 2M TEMPERATURE (K) 30664 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.1116, expected range: -11.4139 0.7298
Severe: rms_fgdepar=13.1418, expected range: 0.7009 11.9149
BUFR LAND SYNOP 2M TEMPERATURE (K) 24639 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.8919, expected range: -9.3903 2.3809
Severe: rms_fgdepar=12.8954, expected range: 0.0000 9.5243
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 47090 : out of range
Severe: rms_fgdepar=30.8684, expected range: 0.0000 13.7601
AUTOMATIC LAND SYNOP RH2M (%) 18061 : out of range
Severe: rms_fgdepar=31.7200, expected range: 0.0000 17.0193