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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2020-01-15 12:00

amsua
METOP-A AMSUA RADIANCES CHANNEL 4 : out of range
Severe: avg_biascorr=0.6485, expected range: 0.6862 0.7613
iasi
METOP-C IASI RADIANCES (14 channels affected) : out of range
Considerable: avg_fgdepar=-0.0470, expected range: -0.0354 0.0035
mwhs2
FY-3C MWHS2 ALLSKY RADIANCES (15 channels affected) : out of range
Considerable: obs_number=12754.0000, expected range: 20071.8679 36020.7036
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 12 : out of range
Considerable: stdev_norm_fgdepar=0.6617, expected range: 0.5357 0.6346
FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 13 : out of range
Considerable: stdev_norm_fgdepar=0.6880, expected range: 0.5356 0.6569
Atmospheric Motion Vector
GOES-16 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: stdev_press=22.4216, expected range: 24.0422 30.4456
HIMAWARI-8 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Slight: obs_number=9335.0000, expected range: 10547.3385 18177.2330
GOES-17 AMV IR1 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
Slight: avg_press=244.8499, expected range: 247.8611 256.4574
GOES-17 AMV CLOUDY WV3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HP : out of range
2 times in the last 10 days for at least one item
Slight: avg_press=237.4748, expected range: 239.8509 253.0178
resat
AURA OMI OZONE, TOP PRESSURE LAYER 0-1 (HPA) : out of range
Severe: obs_number=12662.0000, expected range: 17863.1954 23722.6617
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 0-1 (HPA) : out of range
Slight: obs_number=8360.0000, expected range: 8518.3598 9078.3544
Radiosondes
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 67 : all data missing
Severely_persistent: obs_number=0, expected range: 33.61 172.79
LAND TEMP WIND VECTOR DIFF (M/S) 55299 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.8270, expected range: 1.6872 6.5670
LAND TEMP WIND VECTOR DIFF (M/S) 47122 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=18.4048, expected range: 1.0003 7.2878
Severe: avg_pge=0.8263, expected range: -0.2637 0.6010
LAND TEMP WIND VECTOR DIFF (M/S) 31873 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8814, expected range: -0.6140 0.7500
LAND TEMP TEMPERATURE (K) 22820 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.4614, expected range: 0.7332 4.2742
LAND TEMP TEMPERATURE (K) 47122 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=8.5782, expected range: 0.4361 1.5410
Severe: avg_pge=0.8646, expected range: -0.1656 0.5094
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=5.0979, expected range: 0.6590 3.1591
LAND TEMP Q (G/KG) 78583 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=2.2579, expected range: 0.0000 0.7039
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57816 PRESSURE LAYER 300-60 : out of range
Severe: rms_fgdepar=23.3486, expected range: 4.8508 9.0330
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: obs_number=1570.0000, expected range: 1692.8366 1826.5919
HIGH RESO LAND TEMP TEMPERATURE (K) 71945 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: avg_pge=0.9242, expected range: -0.7641 0.7500
HIGH RESO LAND TEMP Q (G/KG) (4 pressure layers affected) : out of range
Severe: obs_number=133.0000, expected range: 219.4308 305.4264
HIGH RESO LAND TEMP Q (G/KG) 59758 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.2197, expected range: 1.0267 2.0162
HIGH RESO LAND TEMP Q (G/KG) 72265 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.6389, expected range: 0.0000 1.3547
HIGH RESO LAND TEMP Q (G/KG) 91765 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.0008, expected range: 0.1754 1.1864
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 22 : all data missing
Severe: obs_number=0, expected range: 66.00 66.00
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 23 : all data missing
Severe: obs_number=0, expected range: 26.18 182.03
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 26 : all data missing
Severe: obs_number=0, expected range: 57.38 123.96
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 29 : all data missing
Severe: obs_number=0, expected range: 0.00 296.91
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 96 : all data missing
Severe: obs_number=0, expected range: 133.77 160.23
All HIGH RESO LAND TEMP ALL LAYERS Indian Ocean Tropica : all data missing
Severe: obs_number=0, expected range: 27.97 224.03
LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=282.0000, expected range: 193.6294 263.7992
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Considerable: obs_number=466.0000, expected range: 546.2083 692.9345
amdar
AMDAR WIND VECTOR DIFF (M/S) ACI800 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=18.6028, expected range: 0.0000 10.3721
WIGOS AMDAR TEMPERATURE (K) EU5319 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.8561, expected range: 0.0000 1.5819
WIGOS AMDAR WIND VECTOR DIFF (M/S) VJ3H1DBA (2 pressure layers affecte : out of range
Severe: rms_fgdepar=23.5932, expected range: 0.0000 7.0054
WIGOS AMDAR WIND VECTOR DIFF (M/S) 3FIK0XBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.2975, expected range: 0.0000 12.4320
Severe: avg_pge=0.8766, expected range: -0.5458 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) C2JCSJJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.0330, expected range: 0.0000 6.9860
WIGOS AMDAR WIND VECTOR DIFF (M/S) XIZX1KBA (2 pressure layers affecte : out of range
Severe: avg_pge=0.9229, expected range: -1.8016 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) VJ3H1DBA PRESSURE LAYER 600-900 (HP : out of range
Severe: avg_pge=0.8598, expected range: -0.8341 0.7500
airep
AIREP WIND VECTOR DIFF (M/S) UAL923 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=17.3596, expected range: 0.0000 6.8694
AIREP WIND VECTOR DIFF (M/S) WJA1864 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.6605, expected range: 0.0000 12.5109
AIREP WIND VECTOR DIFF (M/S) SVA835 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8482, expected range: -1.2103 0.7500
AIREP WIND VECTOR DIFF (M/S) SVA837 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8468, expected range: -1.2480 0.7500
AIREP WIND VECTOR DIFF (M/S) ACA859 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.7330, expected range: 0.1772 5.9626
AIREP WIND VECTOR DIFF (M/S) LOT29A PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.3838, expected range: 0.0000 6.3292
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 10832 PRESSURE LAYER 600-900 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8509, expected range: -0.5894 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 10488 PRESSURE LAYER 600-900 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8701, expected range: -0.6452 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 10629 PRESSURE LAYER 600-900 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8873, expected range: -0.4811 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 03969 PRESSURE LAYER 900-1200 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=16.6749, expected range: 1.3443 14.7911
Severe: avg_pge=0.8889, expected range: -0.1218 0.7500
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42452 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8361, expected range: -0.9375 0.7500
All BUFR LAND PILOT ALL LAYERS Indian Ocean : all data missing
Severe: obs_number=0, expected range: 95.00 95.00
All BUFR LAND PILOT ALL LAYERS Indian Ocean Tropica : all data missing
Severe: obs_number=0, expected range: 95.00 95.00
synop
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71021 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9072, expected range: -0.9942 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 81002 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8253, expected range: -0.7380 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 24585 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8502, expected range: 0.6271 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71648 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9035, expected range: -1.5915 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 24588 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8260, expected range: -0.0405 0.7500
MANUAL LAND SYNOP RH2M (%) 15150 : out of range
Severe: rms_fgdepar=48.2845, expected range: 0.0000 26.8973
MANUAL LAND SYNOP RH2M (%) 43083 : out of range
Severe: avg_pge=0.8668, expected range: -0.7296 0.7500
MANUAL LAND SYNOP RH2M (%) 43136 : out of range
Severe: rms_fgdepar=42.5234, expected range: 0.0000 20.9644
Severe: avg_pge=0.9988, expected range: -0.0016 0.0081
MANUAL LAND SYNOP RH2M (%) 43277 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8365, expected range: -0.5848 0.7500
MANUAL LAND SYNOP RH2M (%) 43338 : out of range
Severe: rms_fgdepar=39.9811, expected range: 0.0000 35.2245
Severe: avg_pge=0.9939, expected range: -0.0932 0.1383
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86500 : out of range
Severe: rms_fgdepar=351.9140, expected range: 2.0128 156.4926
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43241 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8116, expected range: -1.0341 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63402 : out of range
Severe: rms_fgdepar=492.2021, expected range: 0.0000 216.0952
Severe: avg_pge=0.8421, expected range: -0.5719 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 44212 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=357.5826, expected range: 0.0000 76.3182
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76122 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8891, expected range: -1.8764 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41756 : out of range
Severe: rms_fgdepar=321.5918, expected range: 0.0000 172.7593
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62387 : out of range
Severe: rms_fgdepar=304.5447, expected range: 0.0000 67.4001
BUFR LAND SYNOP RH2M (%) 95351 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=32.3234, expected range: 0.0000 8.2072
BUFR LAND SYNOP RH2M (%) 15482 : out of range
Severe: rms_fgdepar=36.7051, expected range: 0.0000 15.6999
BUFR LAND SYNOP RH2M (%) 11008 : out of range
Severe: rms_fgdepar=58.4381, expected range: 0.0000 26.7793
BUFR LAND SYNOP RH2M (%) 94429 : out of range
Severe: rms_fgdepar=33.9289, expected range: 0.0000 8.0160
Severe: avg_pge=1.0000, expected range: -0.0012 0.0071
BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=1585.0000, expected range: 2528.5791 2601.7066
Severe: obs_number=260.0000, expected range: 1206.2577 1279.7423
Severe: obs_number=328.0000, expected range: 1760.5299 1916.6129
Severe: obs_number=57.0000, expected range: 491.1321 571.7251
Severe: rms_fgdepar=166.5371, expected range: 16.3052 87.2893
Slight: obs_number=33104.0000, expected range: 34540.3412 34895.3731
BUFR LAND SYNOP SURFACE PRESSURE (PA) 61450 : out of range
Severe: rms_fgdepar=630.9151, expected range: 0.0000 239.1928
BUFR LAND SYNOP SURFACE PRESSURE (PA) 72570 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8228, expected range: -1.4179 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 88881 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=352.7970, expected range: 0.0000 209.3531
Severe: avg_pge=0.8273, expected range: -1.1209 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25062 : out of range
Severe: rms_fgdepar=409.8144, expected range: 0.0000 302.7072
Severe: avg_pge=0.8708, expected range: -0.5651 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25335 : out of range
Severe: rms_fgdepar=331.5185, expected range: 0.0000 180.0340
BUFR LAND SYNOP SURFACE PRESSURE (PA) 30636 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=410.8044, expected range: 102.2653 361.8302
Severe: avg_pge=0.8193, expected range: 0.4189 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71246 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8560, expected range: -0.9636 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94866 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8884, expected range: -1.4572 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 25428 : out of range
Severe: rms_fgdepar=304.1718, expected range: 0.0000 170.2117
All BUFR LAND SYNOP WMO BLOCK 86 : all data missing
Severe: obs_number=0, expected range: 783.65 908.07
MANUAL LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=65.0000, expected range: 53.6442 62.6415
ship
SHIP WIND VECTOR DIFF (M/S) : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8508, expected range: -0.7730 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) MERFR14 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8788, expected range: -0.3892 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) LF4X : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8927, expected range: -0.4289 0.7500
All AUTOMATIC SHIP East pacific Tropica : all data missing
Severe: obs_number=0, expected range: 48.80 59.49
SHIP SURFACE PRESSURE (PA) VREX7 : out of range
Severe: avg_pge=0.8409, expected range: -1.2918 0.7500
SHIP SURFACE PRESSURE (PA) C6FV8 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8498, expected range: -1.2254 0.7500
All SHIP South Atlantic : all data missing
Severe: obs_number=0, expected range: 64.64 109.36
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK82 : out of range
Severe: rms_fgdepar=1107.4039, expected range: 0.0000 299.5605
Severe: avg_pge=0.9042, expected range: -0.7610 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRCJ2 : out of range
Severe: avg_pge=0.8262, expected range: -0.9040 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2GNG3 : out of range
Severe: avg_pge=0.8591, expected range: 0.5581 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5DY4 : out of range
Severe: avg_pge=0.8125, expected range: -1.1517 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK35 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=560.2032, expected range: 0.0000 164.9669
BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6AN5 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8369, expected range: 0.4889 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6FN5 : out of range
Severe: rms_fgdepar=305.1040, expected range: 0.0000 138.9349
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRIZ5 : out of range
Severe: avg_pge=0.8594, expected range: -0.7633 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5LW6 : out of range
Severe: avg_pge=0.9193, expected range: -1.3475 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V7987 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9252, expected range: 0.5036 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VXKF : out of range
Severe: rms_fgdepar=976.3807, expected range: 0.0000 330.8803
Severe: avg_pge=0.9529, expected range: -1.2069 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 6202670 : out of range
Severe: avg_pge=0.8918, expected range: -0.8003 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 4101771 : out of range
Severe: rms_fgdepar=388.0446, expected range: 0.0000 126.4867
Severe: avg_pge=0.8408, expected range: -0.1155 0.1526
DRIFTING BUOYS SURFACE PRESSURE (PA) 7401507 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8224, expected range: -0.8250 0.7500
metar
METAR SURFACE PRESSURE (PA) OIBL : out of range
Severe: rms_fgdepar=370.3145, expected range: 0.0000 194.4360
METAR SURFACE PRESSURE (PA) SLET : out of range
Severe: rms_fgdepar=328.6662, expected range: 31.3934 189.8734
METAR SURFACE PRESSURE (PA) FNHU : out of range
Severe: rms_fgdepar=344.3220, expected range: 0.0000 108.3904
METAR SURFACE PRESSURE (PA) OIBV : out of range
Severe: rms_fgdepar=398.7361, expected range: 0.0000 199.9902
METAR SURFACE PRESSURE (PA) UBBY : out of range
Severe: rms_fgdepar=320.5750, expected range: 7.0355 85.7737
snow
MANUAL LAND SYNOP SNOW (CM) : out of range
4 times in the last 10 days for at least one item
Slight: avg_fgdepar=-15.1615, expected range: -12.8580 8.2176
t2m
LAND TEMP 2M TEMPERATURE (K) 30372 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8570, expected range: 0.4057 1.1036
LAND TEMP 2M TEMPERATURE (K) 56029 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8080, expected range: -0.1226 1.5670
BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_est_pge=0.8208, expected range: 0.4021 1.2187
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
Severe: avg_est_pge=0.8113, expected range: -0.2303 1.0542
MANUAL LAND SYNOP 2M TEMPERATURE (K) 44284 : out of range
2 times in the last 10 days for at least one item
Severe: avg_est_pge=0.8235, expected range: 0.2516 0.9422
MANUAL LAND SYNOP 2M TEMPERATURE (K) 23376 : out of range
Severe: rms_fgdepar=14.4013, expected range: 0.0000 2.4714
Severe: avg_est_pge=0.8034, expected range: -0.0459 0.0580
METAR 2M TEMPERATURE (K) KHIF : out of range
Severe: rms_fgdepar=11.2459, expected range: 0.0000 6.3244
METAR 2M TEMPERATURE (K) LTCW : out of range
Severe: avg_est_pge=0.8035, expected range: -0.3561 0.8361
LAND TEMP 2M TEMPERATURE (K) 72376 : out of range
1 times in the last 10 days for at least one item
Severe: avg_est_pge=0.8913, expected range: 0.4985 0.8931
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=3030.0000, expected range: 3975.9682 6899.1746
Considerable: obs_number=4550.0000, expected range: 5144.5935 6351.2637
Considerable: obs_number=73.0000, expected range: 753.0895 1706.0533
Considerable: obs_number=161.0000, expected range: 1811.2620 4091.4522
rh2m
AUTOMATIC LAND SYNOP RH2M (%) 95697 : out of range
Severe: rms_fgdepar=30.1182, expected range: 0.0000 13.3058
METAR RH2M (%) PAEH : out of range
Severe: rms_fgdepar=33.7599, expected range: 0.0000 15.8605