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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-03-02 00:00

iasi
METOP-B IASI RADIANCES CHANNEL 3509 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0267, expected range: 0.0507 0.0673
cris
NOAA20 CRIS RADIANCES CHANNEL 1251 : out of range
4 times in the last 10 days for at least one item
Severe: avg_biascorr=0.0592, expected range: 0.0762 0.0932
NOAA20 CRIS RADIANCES CHANNEL 1173 : out of range
4 times in the last 10 days for at least one item
Considerable: avg_biascorr=-0.0220, expected range: -0.0084 0.0165
gpsro
All COSMIC2-E4 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 940.92 2782.00
Atmospheric Motion Vector
GOES-17 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=4318.0000, expected range: 1782.0860 3292.9650
resat
All NOAA-19 SBUV ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 125.19 714.74
Radiosondes
LAND TEMP WIND VECTOR DIFF (M/S) 96147 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8929, expected range: -0.0638 0.0891
Severe: rms_fgdepar=25.4012, expected range: 1.3017 3.9017
Severe: avg_fgdepar=25.4012, expected range: 0.9573 3.7003
LAND TEMP TEMPERATURE (K) 30635 PRESSURE LAYER 900-1200 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8927, expected range: -1.4118 0.7500
LAND TEMP TEMPERATURE (K) 29862 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.9047, expected range: -0.8928 0.7500
Severe: rms_fgdepar=7.9827, expected range: 0.0000 2.9335
LAND TEMP TEMPERATURE (K) 30935 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8343, expected range: -1.0123 0.7500
Severe: rms_fgdepar=10.6251, expected range: 0.0000 11.6522
Severe: avg_fgdepar=10.6251, expected range: -7.7289 11.4731
LAND TEMP TEMPERATURE (K) 42182 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=12.4854, expected range: 0.6014 2.2539
Severe: avg_fgdepar=9.8216, expected range: -0.9337 0.9834
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 95 : all data missing
Severe: obs_number=0, expected range: 113.66 132.01
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 63 : all data missing
Severe: obs_number=0, expected range: 43.19 199.90
All HIGH RESO LAND TEMP Q (G/KG) ALL LAYERS WMO BLOCK 22 : all data missing
Severe: obs_number=0, expected range: 80.81 88.08
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.8327, expected range: 0.1156 2.0842
HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: avg_pge=0.8840, expected range: -1.5517 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 68842 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.7982, expected range: 0.0000 2.4435
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=185.0000, expected range: 69.6241 141.1259
Considerable: obs_number=223.0000, expected range: 79.1706 172.3294
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=99.0000, expected range: 119.8797 153.8703
HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=209.0000, expected range: 43.9881 119.0119
amdar
AMDAR TEMPERATURE (K) 00040392 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.9444, expected range: -0.3203 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) 1QWVJGRA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=15.5838, expected range: 0.0000 6.0836
WIGOS AMDAR WIND VECTOR DIFF (M/S) SL0055 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8358, expected range: -0.1115 0.1791
Severe: rms_fgdepar=16.1586, expected range: 0.6770 5.2661
ADS-C WIND VECTOR DIFF (M/S) WIUBPKJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.5460, expected range: 0.0000 25.4811
ADS-C WIND VECTOR DIFF (M/S) ZMOBATBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.6907, expected range: 0.0000 23.1878
airep
AIREP WIND VECTOR DIFF (M/S) KLM602 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.4418, expected range: 0.0000 8.8197
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 07151 PRESSURE LAYER 600-900 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8010, expected range: -0.9341 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: obs_number=228.0000, expected range: 291.4320 381.8180
Considerable: obs_number=228.0000, expected range: 291.4320 381.8180
JAPANESE WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=3306.0000, expected range: 1014.1129 2527.6371
Considerable: obs_number=3306.0000, expected range: 1014.1129 2527.6371
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 97980 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8949, expected range: 0.0424 0.5752
Severe: rms_fgdepar=29.6877, expected range: 0.0000 17.0908
Severe: avg_fgdepar=26.9030, expected range: -6.2479 16.0871
synop
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18138 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8006, expected range: 0.6291 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18133 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8123, expected range: -0.3203 0.7500
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18162 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=744.2000, expected range: 606.2698 908.3675
Severely_persistent: avg_fgdepar=743.4219, expected range: 607.2653 906.6337
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18221 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8305, expected range: 0.6481 0.7500
MANUAL LAND SYNOP RH2M (%) 42915 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9598, expected range: -1.0376 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71376 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9339, expected range: -1.5979 0.7500
Severely_persistent: rms_fgdepar=780.0812, expected range: -685.4342 883.4448
Severely_persistent: avg_fgdepar=778.3716, expected range: -677.4296 851.3890
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48802 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8732, expected range: -1.0752 0.7500
Severely_persistent: rms_fgdepar=556.1747, expected range: 0.0000 924.2653
Severely_persistent: avg_fgdepar=-555.2203, expected range: -1400.9164 1257.9838
MANUAL LAND SYNOP RH2M (%) 42837 : out of range
Severe: avg_pge=0.9742, expected range: -1.1313 0.7500
MANUAL LAND SYNOP RH2M (%) 42026 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=50.9506, expected range: 0.0000 104.3883
Severe: avg_fgdepar=50.9506, expected range: -69.1252 108.3133
MANUAL LAND SYNOP RH2M (%) 76775 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9392, expected range: -1.8766 0.7500
MANUAL LAND SYNOP RH2M (%) 42855 : out of range
Severe: avg_pge=0.9520, expected range: -0.8665 0.7500
MANUAL LAND SYNOP RH2M (%) 42391 : out of range
Severe: avg_pge=0.9853, expected range: -0.0882 0.1301
MANUAL LAND SYNOP RH2M (%) 42441 : out of range
Severe: avg_pge=0.9946, expected range: -0.8969 0.7500
Severe: rms_fgdepar=57.9466, expected range: 0.0000 77.7412
Severe: avg_fgdepar=57.9466, expected range: -20.0754 77.7412
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42249 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9493, expected range: -0.7818 0.7500
Severe: rms_fgdepar=1153.1570, expected range: 0.0000 661.8985
Severe: avg_fgdepar=1153.1570, expected range: -927.7549 1124.4211
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42137 : out of range
Severe: avg_pge=0.8346, expected range: -1.4671 0.7500
Severe: rms_fgdepar=334.8450, expected range: 0.0000 216.3539
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87305 : out of range
Severe: avg_pge=0.8896, expected range: -0.7427 0.7500
Severe: rms_fgdepar=683.5930, expected range: 0.0000 247.5335
Severe: avg_fgdepar=683.5930, expected range: -247.5335 95.9470
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43444 : out of range
Severe: rms_fgdepar=328.4886, expected range: 0.0000 58.5105
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 33881 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8873, expected range: -0.8538 0.7500
Severe: rms_fgdepar=537.9304, expected range: 0.0000 394.6124
Severe: avg_fgdepar=-534.5424, expected range: -400.4329 196.6976
BUFR LAND SYNOP RH2M (%) 53798 : out of range
Severe: rms_fgdepar=42.9825, expected range: 0.0000 21.0442
BUFR LAND SYNOP RH2M (%) 48826 : out of range
Severe: rms_fgdepar=37.6786, expected range: 4.3972 17.9701
BUFR LAND SYNOP RH2M (%) 23226 : out of range
Severe: rms_fgdepar=45.0752, expected range: 0.0000 17.2171
BUFR LAND SYNOP RH2M (%) 95895 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9934, expected range: -0.0024 0.0093
Severe: rms_fgdepar=47.1430, expected range: 0.0000 31.5343
BUFR LAND SYNOP RH2M (%) 06785 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=52.7664, expected range: 0.0000 92.7960
Severe: avg_fgdepar=-50.5121, expected range: -92.8478 37.5288
BUFR LAND SYNOP SURFACE PRESSURE (PA) 26059 : out of range
Severe: rms_fgdepar=457.0072, expected range: 0.0000 141.1747
BUFR LAND SYNOP SURFACE PRESSURE (PA) 26275 : out of range
Severe: rms_fgdepar=498.6324, expected range: 0.0000 163.4041
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71180 : out of range
Severe: rms_fgdepar=403.7299, expected range: 0.0000 207.3555
BUFR LAND SYNOP SURFACE PRESSURE (PA) 16550 : out of range
Severe: rms_fgdepar=304.6755, expected range: 0.0000 147.0311
BUFR LAND SYNOP SURFACE PRESSURE (PA) 73030 : out of range
Severe: avg_pge=0.8008, expected range: -0.5641 0.7500
Severe: rms_fgdepar=420.5205, expected range: 0.0000 176.5256
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=80.0000, expected range: 85.6667 95.6667
Considerable: obs_number=427.0000, expected range: 456.0412 509.2088
ship
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46147 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8122, expected range: -0.9437 0.7500
AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 44150 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8597, expected range: 0.2383 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KCR : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=580.3007, expected range: 201.1401 837.8980
Severely_persistent: avg_fgdepar=580.3007, expected range: -231.4299 1177.6833
SHIP SURFACE PRESSURE (PA) 9HA3047 : out of range
Severe: avg_pge=0.8169, expected range: -0.9190 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ONGA : out of range
Severe: rms_fgdepar=397.5566, expected range: 0.0000 78.9533
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6QM8 : out of range
Severe: rms_fgdepar=449.2931, expected range: 0.0000 147.7926
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7IY4 : out of range
Severe: avg_pge=0.8618, expected range: -1.1095 0.7500
Severe: rms_fgdepar=671.6723, expected range: 0.0000 523.2611
Severe: avg_fgdepar=-671.6723, expected range: -523.2611 246.8831
BUFR SHIP SYNOP SURFACE PRESSURE (PA) DJNY2 : out of range
Severe: rms_fgdepar=690.3975, expected range: 0.0000 220.7049
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2ICI2 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=367.8957, expected range: 0.0000 175.5081
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRJT8 : out of range
Severe: avg_pge=0.9026, expected range: -0.7649 0.7500
Severe: rms_fgdepar=17.2982, expected range: 0.0000 5.5621
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7MO3 : out of range
Severe: avg_pge=0.8036, expected range: -0.6746 0.7500
Severe: rms_fgdepar=15.5653, expected range: 0.0000 5.9965
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 5401689 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9098, expected range: -1.4616 0.7500
Severely_persistent: rms_fgdepar=645.8629, expected range: -499.9100 681.5809
Severely_persistent: avg_fgdepar=645.8629, expected range: -634.5546 675.3009
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601592 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8909, expected range: -1.2319 0.7500
Severely_persistent: rms_fgdepar=532.5742, expected range: -497.4763 687.8191
Severely_persistent: avg_fgdepar=532.2016, expected range: -673.9637 704.7665
DRIFTING BUOYS SURFACE PRESSURE (PA) 4601840 : out of range
33 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9067, expected range: 0.6532 0.7500
Severely_persistent: rms_fgdepar=582.2622, expected range: 36.8831 895.3702
Severely_persistent: avg_fgdepar=-580.8275, expected range: -890.9406 -27.7266
DRIFTING BUOYS SURFACE PRESSURE (PA) 6401795 : out of range
Severe: rms_fgdepar=316.7653, expected range: 0.0000 152.7328
DRIFTING BUOYS SURFACE PRESSURE (PA) 2101804 : out of range
Severe: avg_pge=0.8705, expected range: -0.0566 0.0690
Severe: rms_fgdepar=458.1900, expected range: 0.0000 172.5449
metar
METAR SURFACE PRESSURE (PA) OSLK : out of range
Severe: rms_fgdepar=306.3178, expected range: 0.0000 139.4642
METAR SURFACE PRESSURE (PA) DNKA : out of range
Severe: rms_fgdepar=477.2595, expected range: 0.0000 168.4012
AUTOMATIC METAR SURFACE PRESSURE (PA) PANI : out of range
Severe: rms_fgdepar=332.5031, expected range: 0.0000 148.7507
snow
MANUAL LAND SYNOP SNOW (CM) 20107 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=94.7457, expected range: 87.1617 100.3285
Severely_persistent: avg_fgdepar=94.7457, expected range: 87.1617 100.3285
MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.7943, expected range: 59.2487 67.2524
Severely_persistent: avg_fgdepar=-61.7943, expected range: -67.2524 -59.2487
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=58.6040, expected range: 57.2089 69.9832
Severely_persistent: avg_fgdepar=58.6040, expected range: 57.2089 69.9832
MANUAL LAND SYNOP SNOW (CM) 28862 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=72.7265, expected range: 0.0000 146.8490
Severely_persistent: avg_fgdepar=72.7265, expected range: -82.3619 153.6407
ROCOB TEMP SNOW (CM) 63309115 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=65.5267, expected range: 42.9033 65.5581
Severely_persistent: avg_fgdepar=-65.5267, expected range: -65.5581 -42.9033
BUFR LAND SYNOP SNOW (CM) 20107 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=92.8488, expected range: 84.7785 98.4836
Severely_persistent: avg_fgdepar=92.8488, expected range: 84.7785 98.4836
BUFR LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=61.7441, expected range: 59.1938 67.2573
Severely_persistent: avg_fgdepar=-61.7441, expected range: -67.2573 -59.1938
BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=58.9051, expected range: 57.4937 70.2664
Severely_persistent: avg_fgdepar=58.9051, expected range: 57.4937 70.2664
BUFR LAND SYNOP SNOW (CM) 28862 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=72.7265, expected range: 0.0000 146.8490
Severely_persistent: avg_fgdepar=72.7265, expected range: -82.3619 153.6407
BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=108.2521, expected range: 84.0096 115.6623
Severely_persistent: avg_fgdepar=-108.2503, expected range: -115.6504 -84.0094
BUFR LAND SYNOP SNOW (CM) 01480 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.0483, expected range: 50.5517 73.4679
Severely_persistent: avg_fgdepar=-55.0481, expected range: -73.4642 -50.5535
MANUAL LAND SYNOP SNOW (CM) 17204 : out of range
Severe: rms_fgdepar=20.5310, expected range: 0.1335 7.1314
ROCOB TEMP SNOW (CM) 63306884 : out of range
Severe: rms_fgdepar=20.7023, expected range: 4.3547 12.4473
BUFR LAND SYNOP SNOW (CM) 01192 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=68.5077, expected range: 27.7791 49.5378
Severe: avg_fgdepar=-68.4632, expected range: -49.5219 -27.7692
BUFR LAND SYNOP SNOW (CM) 02801 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.5410, expected range: 0.0000 8.2906
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.1943, expected range: 5.7316 15.6746
Severely_persistent: avg_fgdepar=-13.1943, expected range: -15.3932 -5.8464
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.2784, expected range: 5.5175 20.0810
Severely_persistent: avg_fgdepar=-13.0433, expected range: -20.0442 -5.3350
BUFR LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.2443, expected range: 5.7822 15.7234
Severely_persistent: avg_fgdepar=-13.2443, expected range: -15.4432 -5.8964
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 53502 : out of range
Severe: rms_fgdepar=12.2193, expected range: 0.5592 12.1235
Severe: avg_fgdepar=12.2193, expected range: 0.5592 12.1235
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 04341 : out of range
Severe: rms_fgdepar=10.9018, expected range: 0.0000 5.6876
MANUAL LAND SYNOP 2M TEMPERATURE (K) 40988 : out of range
Severe: rms_fgdepar=12.3085, expected range: 0.0000 17.5024
Severe: avg_fgdepar=-12.3085, expected range: -18.9925 9.4814
LAND TEMP 2M TEMPERATURE (K) 50774 : out of range
Severe: rms_fgdepar=12.5692, expected range: 0.0000 14.5423
Severe: avg_fgdepar=-12.5692, expected range: -16.6614 11.5444
BUFR LAND SYNOP 2M TEMPERATURE (K) 25956 : out of range
Severe: rms_fgdepar=14.0329, expected range: -4.3408 8.5364
Severe: avg_fgdepar=14.0187, expected range: -3.9839 5.4948
MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=105.0000, expected range: 119.2510 136.9843
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=1321.0000, expected range: 1427.9211 1543.8289
rh2m
BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=109.0000, expected range: 120.2473 134.3083