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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-09-19 00:00

iasi
METOP-B IASI RADIANCES CHANNEL 79 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2767, expected range: 0.3115 0.3458
METOP-B IASI RADIANCES CHANNEL 133 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2361, expected range: 0.2779 0.3187
METOP-B IASI RADIANCES CHANNEL 131 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.3285, expected range: 0.3647 0.3841
METOP-B IASI RADIANCES CHANNEL 72 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.3044, expected range: 0.2688 0.2822
METOP-B IASI RADIANCES CHANNEL 386 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.0496, expected range: 0.0886 0.1287
METOP-C IASI RADIANCES CHANNEL 386 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=0.0441, expected range: 0.0913 0.1028
METOP-B IASI RADIANCES (156 channels affected) : out of range
Severe: obs_number=15597.0000, expected range: 22347.7445 23441.7555
airs
AQUA AIRS RADIANCES CHANNEL 93 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0932, expected range: -0.0662 -0.0528
AQUA AIRS RADIANCES CHANNEL 99 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0361, expected range: 0.0522 0.0658
AQUA AIRS RADIANCES CHANNEL 104 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0388, expected range: 0.0632 0.0839
AQUA AIRS RADIANCES CHANNEL 116 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0221, expected range: 0.0552 0.0766
Severely_persistent: avg_biascorr=-0.0601, expected range: -0.1747 -0.1103
AQUA AIRS RADIANCES CHANNEL 117 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0125, expected range: 0.0319 0.0450
AQUA AIRS RADIANCES CHANNEL 123 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0936, expected range: -0.0765 -0.0565
AQUA AIRS RADIANCES CHANNEL 128 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.0322, expected range: 0.0691 0.0998
Severely_persistent: avg_biascorr=-0.0361, expected range: -0.1454 -0.1007
AQUA AIRS RADIANCES CHANNEL 129 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1310, expected range: -0.2218 -0.1793
AQUA AIRS RADIANCES CHANNEL 1869 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1610, expected range: 0.2331 0.3133
AQUA AIRS RADIANCES CHANNEL 138 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0243, expected range: -0.1813 -0.1068
mhs
METOP-B MHS ALLSKY RADIANCES CHANNEL 2 : out of range
Severe: avg_biascorr=0.0726, expected range: -0.1442 -0.0225
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 5 : out of range
Considerable: stdev_norm_fgdepar=0.7319, expected range: 0.4299 0.6306
atms
NPP ATMS RADIANCES CHANNEL 9 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.5186, expected range: -0.4580 -0.4489
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 17 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-2.6376, expected range: -3.0490 -2.8491
DMSP-18 SSMIS RADIANCES CHANNEL 7 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=4.9054, expected range: 3.6509 4.2196
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 10-11 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=0.0085, expected range: 0.0066 0.0068
Severely_persistent: avg_fgdepar=-0.0246, expected range: -0.0331 -0.0324
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1600-1601 (HPA) : out of range
9 times in the last 10 days for at least one item
Slight: stdev_fgdepar=3.3649, expected range: 2.9080 3.3217
Radiosondes
LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=7.3632, expected range: -2.2068 8.9774
Severely_persistent: rms_fgdepar=7.3632, expected range: 0.0000 8.9793
Severely_persistent: avg_pge=0.9944, expected range: -1.3105 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 17281 PRESSURE LAYER 900-1200 (HPA : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=11.3339, expected range: -21.8526 7.8410
Severely_persistent: rms_fgdepar=11.3339, expected range: 0.0000 25.2784
Severely_persistent: avg_pge=0.9212, expected range: -1.1348 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severely_persistent: obs_number=0, expected range: 122.74 154.76
LAND TEMP TEMPERATURE (K) 44373 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.6919, expected range: 0.4362 3.3593
LAND TEMP TEMPERATURE (K) 32150 PRESSURE LAYER 300-600 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=11.2502, expected range: -0.1827 1.6640
Severe: rms_fgdepar=11.3782, expected range: 0.0000 2.3581
Severe: avg_pge=0.9308, expected range: -0.8586 0.7500
LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=5.9457, expected range: 0.8255 2.5118
LAND TEMP WIND VECTOR DIFF (M/S) 26477 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.7201, expected range: 1.2903 4.1133
LAND TEMP WIND VECTOR DIFF (M/S) 47122 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.8981, expected range: -0.3655 0.7500
LAND TEMP Q (G/KG) 34172 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.1476, expected range: 0.0000 1.1776
LAND TEMP Q (G/KG) 35229 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.0339, expected range: 0.0000 1.2111
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=127.0000, expected range: 93.7921 97.8746
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
3 times in the last 10 days for at least one item
Considerable: rms_fgdepar=1.3807, expected range: 0.0000 0.8444
amdar
WIGOS AMDAR Q (G/KG) DVPUOFZA PRESSURE LAYER 900-1200 (HPA) : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-7.2239, expected range: -8.0977 -0.1975
Severe: rms_fgdepar=7.2956, expected range: 0.8241 8.0323
ADS-C WIND VECTOR DIFF (M/S) KYCJUCBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5432, expected range: 0.9881 6.4478
ADS-C WIND VECTOR DIFF (M/S) 152IERBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.8764, expected range: 1.6108 7.2917
ADS-C WIND VECTOR DIFF (M/S) BZLSFFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.0622, expected range: 0.5238 7.0997
ADS-C WIND VECTOR DIFF (M/S) FG5IQ1RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.3226, expected range: 0.0000 9.5489
ADS-C WIND VECTOR DIFF (M/S) 5L3GKQRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.8752, expected range: 1.1668 6.0405
airep
AIREP WIND VECTOR DIFF (M/S) AAL91 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.2350, expected range: 0.0000 11.5160
AIREP WIND VECTOR DIFF (M/S) UAL953 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.9787, expected range: 0.0000 14.0558
AIREP WIND VECTOR DIFF (M/S) AAL204 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.8754, expected range: 0.9602 8.3157
AIREP WIND VECTOR DIFF (M/S) BAW266 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.3149, expected range: 0.0000 9.6170
Severe: avg_pge=0.8135, expected range: -0.3472 0.4954
AIREP WIND VECTOR DIFF (M/S) ACA886 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.0448, expected range: 0.0000 30.3282
AIREP WIND VECTOR DIFF (M/S) KLM48 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.6412, expected range: 0.0000 9.5396
AIREP WIND VECTOR DIFF (M/S) VIR46K PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.8814, expected range: 0.0000 9.5688
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 06234 PRESSURE LAYER 300-600 : out of range
Severe: rms_fgdepar=18.4559, expected range: 0.0000 7.1299
Severe: avg_pge=0.8737, expected range: -0.2265 0.4495
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 94926 PRESSURE LAYER 300-600 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=17.7529, expected range: 1.7525 13.2937
Severe: avg_pge=0.8322, expected range: -0.3592 0.7500
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 95759 PRESSURE LAYER 300-600 : out of range
Severe: rms_fgdepar=15.4579, expected range: 3.7180 9.3807
Severe: avg_pge=0.8162, expected range: -0.4061 0.7500
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42079 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=24.7500, expected range: 0.0000 8.6239
LAND PILOT WIND VECTOR DIFF (M/S) 96805 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=19.4086, expected range: 1.2069 5.0381
synop
MANUAL LAND SYNOP RH2M (%) 62124 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.2906, expected range: -46.4329 56.9040
Severely_persistent: rms_fgdepar=55.2906, expected range: -32.1857 47.8775
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71588 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=532.4669, expected range: 331.8416 633.9470
AUTOMATIC LAND SYNOP RH2M (%) 66318 : out of range
Severe: avg_fgdepar=-50.8464, expected range: -58.9839 71.0630
Severe: rms_fgdepar=50.8464, expected range: 0.0000 42.0531
Severe: avg_pge=0.9943, expected range: -0.0057 0.0149
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 47639 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=416.0655, expected range: 5.7123 120.5607
Severe: avg_pge=0.8087, expected range: -0.0275 0.0328
MANUAL LAND SYNOP RH2M (%) 63210 : out of range
Severe: rms_fgdepar=40.7111, expected range: 0.0000 35.9587
Severe: avg_pge=1.0000, expected range: -0.0350 0.0542
MANUAL LAND SYNOP RH2M (%) 60580 : out of range
Severe: avg_fgdepar=50.2598, expected range: -9.0134 10.0276
Severe: rms_fgdepar=50.2598, expected range: 0.0000 8.8227
Severe: avg_pge=0.9600, expected range: 0.0017 0.0037
MANUAL LAND SYNOP RH2M (%) 62131 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=36.7055, expected range: 0.0000 18.8175
Severe: rms_fgdepar=36.7380, expected range: 0.0000 14.9280
MANUAL LAND SYNOP RH2M (%) 67461 : out of range
Severe: rms_fgdepar=35.3761, expected range: 0.1622 16.5850
Severe: rms_fgdepar=34.9775, expected range: 3.2044 15.2921
MANUAL LAND SYNOP RH2M (%) 87506 : out of range
Severe: avg_fgdepar=58.7135, expected range: -34.1250 22.4750
Severe: rms_fgdepar=58.7135, expected range: 0.0000 30.9071
Severe: avg_pge=0.8624, expected range: -0.0082 0.0171
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42704 : out of range
Severe: avg_fgdepar=-527.9773, expected range: -194.9109 225.2886
Severe: rms_fgdepar=527.9773, expected range: 0.0000 164.5002
Severe: avg_pge=0.8980, expected range: 0.0000 0.0000
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 67157 : out of range
Severe: avg_fgdepar=-532.9694, expected range: -334.9735 189.0479
Severe: rms_fgdepar=733.9719, expected range: 0.0000 304.2526
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86218 : out of range
Severe: rms_fgdepar=326.4062, expected range: 0.0000 172.1555
MANUAL LAND SYNOP Z (M) 38856 : out of range
Severe: rms_fgdepar=77.5191, expected range: 130.3554 164.0246
BUFR LAND SYNOP RH2M (%) 71305 : out of range
Severe: rms_fgdepar=30.2669, expected range: 0.0000 13.8628
BUFR LAND SYNOP RH2M (%) 94498 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9162, expected range: -1.4090 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 60220 : out of range
Severe: rms_fgdepar=320.5282, expected range: 0.0000 168.4064
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48921 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8472, expected range: -1.6069 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48952 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8013, expected range: -0.6934 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 31285 : out of range
Severe: rms_fgdepar=593.3334, expected range: 0.0000 296.6671
BUFR LAND SYNOP SURFACE PRESSURE (PA) 36736 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.8335, expected range: -0.5697 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 23657 : out of range
Severe: rms_fgdepar=519.3957, expected range: 0.0000 120.4233
BUFR LAND SYNOP SURFACE PRESSURE (PA) 06479 : out of range
Severe: avg_fgdepar=602.6370, expected range: -120.4595 84.2955
Severe: rms_fgdepar=602.6370, expected range: 0.0000 113.7989
Severe: avg_pge=0.9055, expected range: -0.3158 0.4311
ship
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) PHDL : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=24.7536, expected range: -18.2932 30.0131
Severely_persistent: rms_fgdepar=24.7536, expected range: 0.0000 32.0395
Severely_persistent: avg_pge=0.9328, expected range: -1.0300 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OYGR2 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-573.5341, expected range: -794.2985 -437.9987
Severely_persistent: rms_fgdepar=573.5341, expected range: 438.8691 793.6994
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRG03 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=771.2551, expected range: 589.8784 1286.1197
Severely_persistent: rms_fgdepar=771.2551, expected range: 589.8784 1286.1197
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3ETR7 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=642.6232, expected range: 298.5810 1080.0042
Severely_persistent: rms_fgdepar=642.6232, expected range: 298.5810 1080.0042
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VABC : out of range
27 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=576.8780, expected range: -1416.6549 2535.3882
Severely_persistent: rms_fgdepar=578.4705, expected range: 0.0000 1880.5291
Severely_persistent: avg_pge=0.8024, expected range: -0.4475 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WTED : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=581.8523, expected range: -1113.5370 887.0960
Severely_persistent: rms_fgdepar=585.5445, expected range: -806.5803 1094.5868
Severely_persistent: avg_pge=0.8113, expected range: -1.5696 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WACW : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=764.6773, expected range: 563.0604 826.8045
Severely_persistent: rms_fgdepar=764.6773, expected range: 563.1511 826.9085
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) LAQU5 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=16.5780, expected range: 0.0000 15.8172
Severe: avg_pge=0.8894, expected range: -0.6603 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 2EIF7 : out of range
Severe: avg_fgdepar=30.9082, expected range: 1.2617 9.8672
Severe: rms_fgdepar=30.9082, expected range: 1.2617 9.8672
Severe: avg_pge=0.9417, expected range: 0.4104 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) : out of range
Severe: rms_fgdepar=18.0662, expected range: 0.0000 7.6762
Severe: avg_pge=0.8939, expected range: -0.8099 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2HHG5 : out of range
Severe: rms_fgdepar=654.4683, expected range: 0.0000 410.9852
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VROO6 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=874.0838, expected range: 596.6373 1190.2083
Severe: rms_fgdepar=876.2568, expected range: 604.1880 1185.0949
BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAMG7 : out of range
Severe: rms_fgdepar=671.9307, expected range: 0.0000 411.0699
BUFR SHIP SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=552.3348, expected range: -183.8770 544.7632
Severe: rms_fgdepar=552.3348, expected range: 0.0000 541.9112
Severe: avg_pge=0.8148, expected range: -0.8600 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 4401850 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=484.5024, expected range: 9.7232 146.0854
Severe: avg_pge=0.8759, expected range: -0.2322 0.6405
DRIFTING BUOYS SURFACE PRESSURE (PA) 4101654 : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8477, expected range: -1.1423 0.7500
metar
METAR SURFACE PRESSURE (PA) SGME : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8051, expected range: -1.4820 0.7500
METAR SURFACE PRESSURE (PA) RJFG : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=468.5441, expected range: 0.0000 87.2820
METAR SURFACE PRESSURE (PA) UMII : out of range
Severe: avg_fgdepar=507.6371, expected range: -144.8391 81.6287
Severe: rms_fgdepar=667.6172, expected range: 0.0000 115.2491
snow
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=-790.9483, expected range: -778.4329 -767.5219
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=790.9483, expected range: 767.9836 778.0739
BUFR LAND SYNOP SNOW (CM) _MF12FF7 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=54.7273, expected range: 40.3240 56.8237
BUFR LAND SYNOP SNOW (CM) _MF12FF7 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=54.7723, expected range: 42.5834 55.4809
BUFR LAND SYNOP SNOW (CM) _MI1F9AC : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=52.3948, expected range: 40.5853 61.0649
BUFR LAND SYNOP SNOW (CM) _MI1F9AC : out of range
26 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=53.3492, expected range: 41.9133 61.0273
t2m
METAR 2M TEMPERATURE (K) KTLH : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.2939, expected range: -24.7707 11.6805
Severely_persistent: rms_fgdepar=16.2939, expected range: 0.0000 22.3439
METAR 2M TEMPERATURE (K) OIGK : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.5425, expected range: -14.6507 -3.9883
Severely_persistent: rms_fgdepar=13.8819, expected range: 4.4317 14.8340
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.6779, expected range: -21.3939 -12.5546
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
26 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.7770, expected range: 12.6201 21.3980
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.5038, expected range: -20.2842 -11.9038
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=13.5205, expected range: 11.9569 20.2692
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68353 : out of range
Severe: rms_fgdepar=12.8909, expected range: 0.0000 4.9518
METAR 2M TEMPERATURE (K) MMIO : out of range
Severe: avg_fgdepar=-14.6550, expected range: -5.1970 4.4050
Severe: rms_fgdepar=14.6550, expected range: 0.0000 10.2123
METAR 2M TEMPERATURE (K) RKSO : out of range
Severe: rms_fgdepar=12.0966, expected range: 0.0000 4.3392
METAR 2M TEMPERATURE (K) MSSS : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=18.0391, expected range: -1.8299 5.5787
Severe: rms_fgdepar=18.0391, expected range: 0.0000 6.3145
LAND TEMP 2M TEMPERATURE (K) 17281 : out of range
Severe: avg_fgdepar=15.2107, expected range: -1.6697 2.2480
Severe: rms_fgdepar=15.2107, expected range: 0.0000 2.7400
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BC83 : out of range
Severe: avg_fgdepar=12.6161, expected range: -0.1237 10.3166
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1BC83 : out of range
Severe: rms_fgdepar=12.6371, expected range: 1.3660 9.7820
BUFR LAND SYNOP 2M TEMPERATURE (K) 89507 : out of range
Severe: avg_fgdepar=-12.2583, expected range: -8.2484 2.6980
Severe: rms_fgdepar=12.3527, expected range: 0.3469 7.0282
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D33C : out of range
Severe: avg_fgdepar=14.1748, expected range: -0.9499 14.7506
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D33C : out of range
Severe: rms_fgdepar=14.2254, expected range: 0.0000 14.6743
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1FA7E : out of range
Severe: rms_fgdepar=11.6812, expected range: 0.0000 4.8300
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Considerable: avg_lsm=0.8150, expected range: 0.8716 0.9661
rh2m
All AUTOMATIC LAND SYNOP WMO BLOCK 17 : all data missing
Severe: obs_number=0, expected range: 304.09 1556.46
All AUTOMATIC LAND SYNOP WMO BLOCK 18 : all data missing
Severe: obs_number=0, expected range: 228.76 1152.19
MANUAL LAND SYNOP RH2M (%) 62419 : out of range
Severe: rms_fgdepar=34.8902, expected range: 0.0000 15.8980
BUFR LAND SYNOP RH2M (%) 62419 : out of range
Severe: rms_fgdepar=34.6203, expected range: 0.0000 15.9250