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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-11-26 12:00

amsua
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7115, expected range: 0.5426 0.5821
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6818, expected range: 0.5197 0.5997
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6758, expected range: 0.5717 0.6011
METOP-B AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.7105, expected range: 0.5455 0.5829
METOP-C AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.6352, expected range: 0.5011 0.5438
NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
4 times in the last 10 days for at least one item
Considerable: stdev_norm_fgdepar=0.9482, expected range: 0.7818 0.8890
cris
NOAA20 CRIS RADIANCES CHANNEL 618 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0597, expected range: -0.1583 -0.1022
NOAA20 CRIS RADIANCES CHANNEL 657 : out of range
4 times in the last 10 days for at least one item
Considerable: avg_biascorr=0.1043, expected range: 0.0507 0.0850
NOAA20 CRIS RADIANCES CHANNEL 590 : out of range
4 times in the last 10 days for at least one item
Considerable: avg_biascorr=-0.0694, expected range: -0.1043 -0.0818
atms
NPP ATMS RADIANCES CHANNEL 15 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.8818, expected range: 0.6708 0.7315
NPP ATMS RADIANCES CHANNEL 14 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.5099, expected range: 0.3823 0.4489
Severely_persistent: avg_biascorr=-0.1263, expected range: -0.0825 -0.0283
NPP ATMS RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0825, expected range: -0.3502 -0.2905
NPP ATMS RADIANCES CHANNEL 13 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0031, expected range: -0.3085 -0.2593
NPP ATMS RADIANCES (5 channels affected) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4623, expected range: -0.2737 -0.2576
NOAA20 ATMS RADIANCES CHANNEL 15 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.8251, expected range: 0.6129 0.6636
NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
36 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.4642, expected range: 0.3450 0.3991
Severely_persistent: avg_biascorr=-0.3462, expected range: -0.2938 -0.2799
NOAA20 ATMS RADIANCES (5 channels affected) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1314, expected range: -0.4381 -0.3590
NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
29 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.4901, expected range: -0.4481 -0.4021
NPP ATMS RADIANCES CHANNEL 8 : out of range
4 times in the last 10 days for at least one item
Considerable: obs_number=1482.0000, expected range: 1871.0723 2645.3241
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 5 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: stdev_norm_fgdepar=0.0048, expected range: 0.0036 0.0037
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.4634, expected range: 0.1494 0.6659
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 100-101 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0084, expected range: 0.0128 0.0238
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1010-1011 (HPA) : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-4.2265, expected range: -6.0845 -5.0939
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
14 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.0246, expected range: 0.0113 0.0113
Radiosondes
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9273, expected range: -0.6384 0.7500
Severely_persistent: rms_fgdepar=11.8559, expected range: 0.0000 17.7730
Severely_persistent: avg_fgdepar=-11.8559, expected range: -19.2293 13.6358
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_pge=0.8576, expected range: -1.9593 0.7500
Severe: rms_fgdepar=9.0613, expected range: -19.1624 26.9670
Severe: avg_fgdepar=-9.0613, expected range: -31.8560 20.1991
LAND TEMP TEMPERATURE (K) 30635 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8827, expected range: -1.2349 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 24 : all data missing
Severe: obs_number=0, expected range: 77.59 167.91
All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 21.95 409.40
amdar
WIGOS AMDAR TEMPERATURE (K) EU1823 PRESSURE LAYER 0-300 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8703, expected range: -1.3286 0.7500
ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
2 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 308.5299
ADS-C WIND VECTOR DIFF (M/S) RYZVAMJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.7399, expected range: 0.0000 13.0911
ADS-C WIND VECTOR DIFF (M/S) YAT13TBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=22.9719, expected range: -39.5550 53.6365
Severe: avg_fgdepar=22.9719, expected range: -14.6272 24.0410
ADS-C WIND VECTOR DIFF (M/S) GY0KM3BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.0436, expected range: 0.0000 10.6291
airep
AIREP WIND VECTOR DIFF (M/S) ETH501 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=20.0838, expected range: 0.0000 18.0391
AIREP WIND VECTOR DIFF (M/S) ETH500 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=25.9401, expected range: 0.0000 45.3283
Severe: avg_fgdepar=21.5038, expected range: -15.6703 26.8783
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 07626 PRESSURE LAYER 0-300 (H : out of range
Severe: rms_fgdepar=17.2393, expected range: 1.3571 7.5967
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: rms_fgdepar=10.7735, expected range: 1.0984 7.5460
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Considerable: obs_number=16778.0000, expected range: 7924.8684 13389.8816
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42647 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8461, expected range: -0.5519 0.7500
synop
MANUAL LAND SYNOP RH2M (%) 40708 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9926, expected range: -0.0740 0.0968
Severe: rms_fgdepar=54.8557, expected range: 0.0000 41.2726
Severe: avg_fgdepar=-54.8557, expected range: -42.8626 28.2568
MANUAL LAND SYNOP RH2M (%) 42935 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9992, expected range: -1.6737 0.7500
MANUAL LAND SYNOP RH2M (%) 42925 : out of range
Severe: avg_pge=0.8623, expected range: -0.3626 0.4768
MANUAL LAND SYNOP RH2M (%) 43025 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.9409, expected range: -1.5337 0.7500
MANUAL LAND SYNOP RH2M (%) 17184 : out of range
Severe: rms_fgdepar=40.3904, expected range: 0.0000 7.8447
MANUAL LAND SYNOP RH2M (%) 42672 : out of range
Severe: avg_pge=0.8383, expected range: -0.0605 0.0844
MANUAL LAND SYNOP RH2M (%) 83671 : out of range
Severe: rms_fgdepar=35.7568, expected range: 0.0000 16.9962
MANUAL LAND SYNOP RH2M (%) 42661 : out of range
Severe: avg_pge=0.8836, expected range: -0.0921 0.1318
BUFR LAND SYNOP SURFACE PRESSURE (PA) 29558 : out of range
Severe: rms_fgdepar=360.9552, expected range: 0.0000 190.0672
BUFR LAND SYNOP SURFACE PRESSURE (PA) 15280 : out of range
Severe: rms_fgdepar=301.3289, expected range: 0.0000 151.3616
BUFR LAND SYNOP RH2M (%) 72476 : out of range
Severe: avg_pge=0.8908, expected range: -0.0027 0.0107
Severe: rms_fgdepar=52.4331, expected range: 0.0000 40.1537
Severe: avg_fgdepar=52.4331, expected range: -28.4778 47.9180
BUFR LAND SYNOP RH2M (%) 72543 : out of range
Severe: rms_fgdepar=31.5531, expected range: 0.0000 12.0939
BUFR LAND SYNOP RH2M (%) 04802 : out of range
Severe: rms_fgdepar=32.9684, expected range: 0.0000 18.3585
MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=238.0000, expected range: 325.2337 432.9885
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) SJA4RSK : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8852, expected range: -1.3805 0.7500
Severely_persistent: rms_fgdepar=532.5129, expected range: 0.0000 934.3079
Severely_persistent: avg_fgdepar=512.6634, expected range: -992.6544 690.8400
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5197 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=767.8281, expected range: 452.7958 756.0887
Severely_persistent: avg_fgdepar=767.8281, expected range: 457.8262 749.8756
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V5456 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=612.5397, expected range: 430.6124 1054.5505
Severely_persistent: avg_fgdepar=612.5397, expected range: 400.2924 1076.4523
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9143 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8069, expected range: -1.8087 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRTX6 : out of range
Severe: avg_pge=0.9580, expected range: -0.0642 0.7500
Severe: rms_fgdepar=37.8025, expected range: 0.0000 14.6616
Severe: avg_fgdepar=37.8025, expected range: -2.7337 14.6616
BUFR SHIP SYNOP SURFACE PRESSURE (PA) KAWM : out of range
Severe: avg_pge=0.8084, expected range: 0.6027 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) A8KM8 : out of range
Severe: avg_pge=0.8158, expected range: -0.9605 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTX6 : out of range
Severe: avg_pge=0.8625, expected range: 0.0966 0.7500
Severe: rms_fgdepar=687.9761, expected range: 0.0000 993.3480
Severe: avg_fgdepar=687.9761, expected range: -1993.7855 1529.8564
BUFR SHIP SYNOP SURFACE PRESSURE (PA) MAOR6 : out of range
Severe: rms_fgdepar=302.0995, expected range: 0.0000 132.3521
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7EQ4 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8790, expected range: -1.2205 0.7500
Severe: rms_fgdepar=787.0126, expected range: -943.4614 1364.7765
Severe: avg_fgdepar=787.0126, expected range: -1278.3296 1556.2060
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDM2204 : out of range
Severe: rms_fgdepar=302.1245, expected range: 0.0000 126.3432
BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6LT3 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=568.9316, expected range: 0.0000 505.0284
Severe: avg_fgdepar=568.9316, expected range: -462.1768 278.2440
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V5223 : out of range
Severe: avg_pge=0.9013, expected range: -0.1930 0.7500
Severe: rms_fgdepar=1091.7764, expected range: 0.0000 679.2179
Severe: avg_fgdepar=1091.7764, expected range: -90.3456 679.2179
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 4602731 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9140, expected range: -1.2488 0.7500
Severely_persistent: rms_fgdepar=618.6878, expected range: -790.5450 1050.6202
Severely_persistent: avg_fgdepar=-618.1175, expected range: -1110.4243 1099.4177
DRIFTING BUOYS SURFACE PRESSURE (PA) 4400857 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=314.0796, expected range: 0.0000 97.8656
DRIFTING BUOYS SURFACE PRESSURE (PA) 4101717 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8694, expected range: -0.0075 0.0082
Severe: rms_fgdepar=464.6001, expected range: 0.0000 58.0347
DRIFTING BUOYS SURFACE PRESSURE (PA) 6204562 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=352.5183, expected range: 0.0000 137.1880
metar
METAR SURFACE PRESSURE (PA) SBCB : out of range
Severe: rms_fgdepar=331.6767, expected range: 0.0000 105.0321
snow
BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
22 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=100.0000, expected range: 100.0000 100.0000
BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
22 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) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=53.4579, expected range: 48.6859 73.0427
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-53.4507, expected range: -73.0624 -48.5581
AUTOMATIC LAND SYNOP SNOW (CM) 71688 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=53.5063, expected range: 33.1716 55.5804
Severe: avg_fgdepar=-53.5063, expected range: -55.5804 -33.1716
BUFR LAND SYNOP SNOW (CM) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.2368, expected range: -0.0694 0.1018
Severe: avg_fgdepar=16.7629, expected range: -0.0148 0.0103
BUFR LAND SYNOP SNOW (CM) 01036 : out of range
Severe: rms_fgdepar=51.4050, expected range: 20.7199 85.2248
Severe: avg_fgdepar=-51.3943, expected range: -85.2303 -20.7102
BUFR LAND SYNOP SNOW (CM) 13492 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.6909, expected range: -0.0944 0.1182
BUFR LAND SYNOP SNOW (CM) 47022 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=98.3689, expected range: 95.9326 101.7781
Severe: avg_fgdepar=98.3689, expected range: 95.9280 101.7779
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
29 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.2792, expected range: 8.4087 17.2120
Severely_persistent: avg_fgdepar=-13.1446, expected range: -17.1145 -8.1675
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=17.0118, expected range: 0.0000 12.3388
Severely_persistent: avg_fgdepar=-16.9971, expected range: -16.7843 12.1358
BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.5894, expected range: 8.3927 17.3267
Severely_persistent: avg_fgdepar=-13.4598, expected range: -17.1982 -8.1940
BUFR LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=17.0617, expected range: 0.0000 12.4234
Severely_persistent: avg_fgdepar=-17.0471, expected range: -16.8343 12.0858
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02124 : out of range
Severe: rms_fgdepar=13.3025, expected range: 0.0000 5.1301
Severe: avg_fgdepar=-13.1646, expected range: -5.1109 2.7741
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68813 : out of range
Severe: rms_fgdepar=14.1082, expected range: 0.0000 5.0496
Severe: avg_fgdepar=-12.5964, expected range: -4.9649 1.5539
MANUAL LAND SYNOP 2M TEMPERATURE (K) 30089 : out of range
Severe: rms_fgdepar=10.8929, expected range: 0.0000 5.5024
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
Severe: rms_fgdepar=13.3420, expected range: 0.0000 11.5711
Severe: avg_fgdepar=-13.3337, expected range: -14.4613 13.0408
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=14.6077, expected range: -6.1351 11.8791
Severe: avg_fgdepar=-14.5595, expected range: -11.8086 9.3169
MANUAL LAND SYNOP 2M TEMPERATURE (K) 38396 : out of range
Severe: rms_fgdepar=10.1960, expected range: 0.2481 3.9272
MANUAL LAND SYNOP 2M TEMPERATURE (K) 22106 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.7112, expected range: 0.0000 3.9686
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24894 : out of range
Severe: rms_fgdepar=12.0943, expected range: 0.0000 8.1293
Severe: avg_fgdepar=-12.0816, expected range: -9.4727 8.7852
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24382 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.8009, expected range: 0.0000 8.9067
Severe: avg_fgdepar=-13.7939, expected range: -10.3015 10.2808
METAR 2M TEMPERATURE (K) PGUA : out of range
Severe: rms_fgdepar=14.2495, expected range: 0.0000 6.8472
Severe: avg_fgdepar=-12.5223, expected range: -1.9840 1.2611
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D33C : out of range
Severe: rms_fgdepar=10.5402, expected range: 3.9344 7.5543
BUFR LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
Severe: rms_fgdepar=13.4325, expected range: 0.0000 11.6820
Severe: avg_fgdepar=-13.4242, expected range: -14.4981 12.9964
BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=14.7047, expected range: -6.2834 12.1360
Severe: avg_fgdepar=-14.6566, expected range: -12.1054 9.4208
BUFR LAND SYNOP 2M TEMPERATURE (K) 24894 : out of range
Severe: rms_fgdepar=12.1035, expected range: 0.0000 8.1147
Severe: avg_fgdepar=-12.0909, expected range: -9.4858 8.7309
BUFR LAND SYNOP 2M TEMPERATURE (K) 02124 : out of range
Severe: rms_fgdepar=13.3241, expected range: 0.0000 5.1978
Severe: avg_fgdepar=-13.1835, expected range: -5.1506 2.7188
BUFR LAND SYNOP 2M TEMPERATURE (K) 68813 : out of range
Severe: rms_fgdepar=14.1529, expected range: 0.0000 5.0884
Severe: avg_fgdepar=-12.6464, expected range: -4.9361 1.6383
BUFR LAND SYNOP 2M TEMPERATURE (K) 24382 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.9048, expected range: 0.0000 8.9878
Severe: avg_fgdepar=-13.8979, expected range: -10.4266 10.2230
BUFR LAND SYNOP 2M TEMPERATURE (K) 01082 : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=13.7376, expected range: 0.0000 11.7075
Severe: avg_fgdepar=-13.7295, expected range: -11.4857 5.5554
rh2m
MANUAL LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item
Severe: obs_number=85.0000, expected range: 130.5640 138.1729
MANUAL LAND SYNOP RH2M (%) 42618 : out of range
Severe: rms_fgdepar=31.1511, expected range: 0.0000 15.4450
All BUFR LAND SYNOP WMO BLOCK 65 : all data missing
Severe: obs_number=0, expected range: 56.49 82.78