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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-22 00:00

amsua
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2302, expected range: -0.2080 -0.2076
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1447, expected range: -0.1326 -0.1229
NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0803, expected range: -0.1151 -0.0955
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0916, expected range: -0.1450 -0.1320
NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1617, expected range: 0.0999 0.1027
iasi
METOP-B IASI RADIANCES CHANNEL 3452 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1487, expected range: -0.1126 -0.0738
METOP-B IASI RADIANCES CHANNEL 3252 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2024, expected range: -0.1762 -0.1581
METOP-B IASI RADIANCES CHANNEL 3446 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2691, expected range: -0.2187 -0.1715
METOP-B IASI RADIANCES CHANNEL 3509 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2939, expected range: -0.2647 -0.2406
METOP-C IASI RADIANCES CHANNEL 3580 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.3458, expected range: -0.2861 -0.2073
METOP-C IASI RADIANCES CHANNEL 3248 : out of range
13 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0470, expected range: -0.1406 -0.0942
METOP-C IASI RADIANCES CHANNEL 3244 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1396, expected range: -0.1230 -0.1030
METOP-C IASI RADIANCES CHANNEL 3252 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1866, expected range: -0.1713 -0.1607
METOP-C IASI RADIANCES CHANNEL 3446 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.2590, expected range: -0.2026 -0.1335
METOP-C IASI RADIANCES CHANNEL 3452 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1707, expected range: -0.1354 -0.0905
METOP-B IASI RADIANCES CHANNEL 3168 : out of range
2 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.6750, expected range: 0.4335 0.6620
METOP-B IASI RADIANCES CHANNEL 3248 : out of range
4 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.6791, expected range: 0.4224 0.6123
METOP-C IASI RADIANCES CHANNEL 3098 : out of range
Slight: stdev_fgdepar=0.7779, expected range: 0.5063 0.7775
METOP-C IASI RADIANCES CHANNEL 3168 : out of range
3 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.7154, expected range: 0.4322 0.6370
METOP-C IASI RADIANCES CHANNEL 3448 : out of range
8 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.8251, expected range: 0.5543 0.7677
cris
NOAA20 CRIS RADIANCES CHANNEL 1157 : out of range
Considerable: avg_fgdepar=0.4279, expected range: -0.1504 0.1927
NOAA20 CRIS RADIANCES CHANNEL 1173 : out of range
Considerable: avg_fgdepar=0.3537, expected range: -0.1261 0.1827
NOAA20 CRIS RADIANCES CHANNEL 1185 : out of range
Considerable: avg_fgdepar=0.4178, expected range: -0.1369 0.1904
NOAA20 CRIS RADIANCES CHANNEL 1208 : out of range
Considerable: avg_fgdepar=0.4842, expected range: -0.2149 0.2000
NOAA20 CRIS RADIANCES CHANNEL 1221 : out of range
Considerable: avg_fgdepar=0.4034, expected range: -0.1664 0.2100
NOAA20 CRIS RADIANCES CHANNEL 1234 : out of range
Considerable: avg_fgdepar=0.4607, expected range: -0.1867 0.2160
NOAA20 CRIS RADIANCES CHANNEL 1237 : out of range
Considerable: avg_fgdepar=0.4600, expected range: -0.1775 0.2167
NOAA20 CRIS RADIANCES CHANNEL 1251 : out of range
Considerable: avg_fgdepar=0.3412, expected range: -0.1317 0.1785
mhs
NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.5565, expected range: 0.6164 0.6947
METOP-B MHS ALLSKY RADIANCES CHANNEL 5 : out of range
17 times in the last 10 days for at least one item
Severely_persistent: obs_number=5887.0000, expected range: 6595.8093 6652.9354
atms
NPP ATMS RADIANCES CHANNEL 14 : out of range
21 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.1395, expected range: -0.1060 -0.0779
NPP ATMS RADIANCES CHANNEL 11 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0978, expected range: -0.1648 -0.1554
NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.7439, expected range: 0.8280 0.8591
NPP ATMS RADIANCES CHANNEL 13 : out of range
2 times in the last 10 days for at least one item
Slight: stdev_fgdepar=0.3421, expected range: 0.3009 0.3413
ssmis
DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=-0.0864, expected range: 0.0450 0.2039
Severely_persistent: avg_biascorr=-0.6959, expected range: -0.3977 -0.3763
Atmospheric Motion Vector
All METEOSAT-11 AMV IR3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 1029.93 1974.47
METEOSAT-8 AMV VIS2 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HP : out of range
Considerable: obs_number=1751.0000, expected range: 713.0116 1275.9884
GOES-16 AMV CLOUDY WV3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 ( : out of range
Considerable: obs_number=767.0000, expected range: 101.4725 409.4348
GOES-17 AMV CLOUDY WV3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HP : out of range
1 times in the last 10 days for at least one item
Considerable: stdev_press=14.9807, expected range: 19.7268 25.6169
resat
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1010-1011 (HPA) : out of range
5 times in the last 10 days for at least one item
Severely_persistent: stdev_fgdepar=5.2054, expected range: 0.4135 1.7848
NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
19 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-0.0168, expected range: -0.0258 -0.0254
Radiosondes
LAND TEMP TEMPERATURE (K) 25703 PRESSURE LAYER 900-1200 (HPA) : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8195, expected range: -0.4473 0.7500
LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-9.1490, expected range: -33.9279 17.9238
Severely_persistent: rms_fgdepar=9.4904, expected range: 0.0000 33.4155
Severely_persistent: avg_pge=0.9057, expected range: -0.3814 0.7500
LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8692, expected range: -0.6953 0.7500
LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9000, expected range: -0.0045 0.7500
HIGH RESO LAND TEMP TEMPERATURE (K) 51656 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.3825, expected range: 1.5881 6.1829
Severe: avg_pge=0.8588, expected range: 0.0106 0.7500
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 78 : all data missing
Severe: obs_number=0, expected range: 107.60 152.11
HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item
Considerable: obs_number=104.0000, expected range: 142.6670 217.3330
Considerable: obs_number=1960.0000, expected range: 1495.6215 1748.6285
amdar
ADS-C WIND VECTOR DIFF (M/S) VQOUIJZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=31.2724, expected range: -2.8631 12.7894
Severe: rms_fgdepar=31.2724, expected range: 0.0000 21.2193
prof
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
3 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 0.0000 1037.8960
EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Considerable: obs_number=722.0000, expected range: 1051.0155 1216.1273
Considerable: obs_number=722.0000, expected range: 1051.0155 1216.1273
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 42339 PRESSURE LAYER 0-300 (HPA) : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8367, expected range: -0.9022 0.7500
LAND PILOT WIND VECTOR DIFF (M/S) 89664 PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item
Severe: avg_pge=0.8857, expected range: -0.7254 0.7500
synop
MANUAL LAND SYNOP RH2M (%) 64706 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9340, expected range: -1.8212 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42237 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=705.0469, expected range: -1310.4474 1751.4038
Severely_persistent: rms_fgdepar=705.0469, expected range: -1310.4474 1751.4038
Severely_persistent: avg_pge=0.9141, expected range: -1.3811 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 48302 : out of range
15 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=647.8089, expected range: -555.9278 935.0358
Severely_persistent: rms_fgdepar=647.9997, expected range: 0.0000 944.0949
Severely_persistent: avg_pge=0.8905, expected range: -0.6211 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 76773 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=746.7970, expected range: -1298.1200 2413.8050
Severely_persistent: rms_fgdepar=746.9134, expected range: 0.0000 2043.0439
Severely_persistent: avg_pge=0.9014, expected range: -1.2874 0.7500
AUTOMATIC LAND SYNOP RH2M (%) 36697 : out of range
Severe: avg_fgdepar=52.4601, expected range: -18.6403 63.7702
Severe: rms_fgdepar=52.4601, expected range: 0.0000 63.7702
AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18200 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=393.6961, expected range: 7.4202 373.3867
Severe: avg_pge=0.8420, expected range: 0.2798 0.7500
MANUAL LAND SYNOP RH2M (%) 64650 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.9296, expected range: -0.7825 0.7500
MANUAL LAND SYNOP RH2M (%) 38343 : out of range
Severe: avg_fgdepar=50.8723, expected range: -25.0386 46.2220
Severe: rms_fgdepar=51.0629, expected range: 0.0000 52.4290
MANUAL LAND SYNOP RH2M (%) 42915 : out of range
Severe: rms_fgdepar=37.3078, expected range: 0.0000 32.1952
Severe: avg_pge=0.9790, expected range: -0.0030 0.0113
MANUAL LAND SYNOP RH2M (%) 87345 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=41.7424, expected range: 0.0000 21.3700
Severe: avg_pge=0.9919, expected range: -0.0012 0.0074
MANUAL LAND SYNOP RH2M (%) 38345 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=64.2947, expected range: -40.3255 98.0449
Severe: rms_fgdepar=64.2947, expected range: 0.0000 98.0449
Severe: avg_pge=0.9659, expected range: -0.8985 0.7500
MANUAL LAND SYNOP RH2M (%) 94806 : out of range
Severe: rms_fgdepar=49.7730, expected range: 0.0000 24.5294
MANUAL LAND SYNOP RH2M (%) 41746 : out of range
Severe: rms_fgdepar=34.3245, expected range: 0.0000 19.2694
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 48830 : out of range
Severe: rms_fgdepar=572.6925, expected range: 0.0000 143.5806
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42460 : out of range
Severe: avg_fgdepar=1095.9556, expected range: -175.7077 396.1348
Severe: rms_fgdepar=1095.9556, expected range: 0.0000 396.1348
Severe: avg_pge=0.9425, expected range: -1.0013 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42860 : out of range
Severe: avg_fgdepar=512.2490, expected range: -145.5749 157.3388
Severe: rms_fgdepar=512.2490, expected range: 0.0000 138.9284
Severe: avg_pge=0.8719, expected range: -0.1401 0.1590
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42170 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=609.7702, expected range: 0.0000 141.2616
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62062 : out of range
Severe: rms_fgdepar=604.6450, expected range: 0.0000 303.5836
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38933 : out of range
Severe: avg_fgdepar=-572.1838, expected range: -361.1812 446.2104
Severe: rms_fgdepar=572.3316, expected range: 0.0000 252.9720
Severe: avg_pge=0.9051, expected range: -0.4887 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82886 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=412.7381, expected range: 0.0000 266.9471
Severe: avg_pge=0.8582, expected range: -0.7158 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87217 : out of range
Severe: rms_fgdepar=349.6428, expected range: 0.0000 195.8452
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87349 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=354.5277, expected range: 0.0000 155.8270
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41759 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-556.0351, expected range: -469.0772 507.4089
Severe: rms_fgdepar=589.6318, expected range: 0.0000 425.5270
Severe: avg_pge=0.8688, expected range: -0.9745 0.7500
BUFR LAND SYNOP RH2M (%) 12930 : out of range
Severe: rms_fgdepar=32.4797, expected range: 0.0000 17.7666
BUFR LAND SYNOP RH2M (%) 14234 : out of range
Severe: rms_fgdepar=43.0913, expected range: 0.0000 22.4752
BUFR LAND SYNOP RH2M (%) 94334 : out of range
Severe: avg_pge=0.9999, expected range: -0.0625 0.0785
BUFR LAND SYNOP RH2M (%) 48075 : out of range
Severe: rms_fgdepar=34.4723, expected range: 3.8552 20.3762
BUFR LAND SYNOP RH2M (%) 94678 : out of range
Severe: rms_fgdepar=34.8295, expected range: 0.0000 11.3947
BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
1 times in the last 10 days for at least one item
Severe: avg_pge=0.8166, expected range: -0.0007 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04373 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=350.3950, expected range: 0.0000 289.0146
Severe: avg_pge=0.8630, expected range: -0.8470 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 71506 : out of range
Severe: avg_fgdepar=-544.7533, expected range: -401.1861 294.3353
Severe: rms_fgdepar=548.8379, expected range: 0.0000 323.2555
Severe: avg_pge=0.9041, expected range: -1.4283 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 94636 : out of range
Severe: avg_fgdepar=-906.7032, expected range: -163.6226 124.4674
Severe: rms_fgdepar=906.7032, expected range: 0.0000 113.4060
Severe: avg_pge=0.9385, expected range: 0.0000 0.0000
BUFR LAND SYNOP SURFACE PRESSURE (PA) 04129 : out of range
Severe: avg_pge=0.8499, expected range: -1.0585 0.7500
ship
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3EVK3 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-519.7718, expected range: -1364.1201 953.4990
Severely_persistent: rms_fgdepar=523.1205, expected range: 0.0000 1265.8763
Severely_persistent: avg_pge=0.8237, expected range: -1.7070 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3E3594 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=580.2627, expected range: 0.0000 1824.6502
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRED4 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=23.9071, expected range: -9.2488 21.2358
Severe: rms_fgdepar=23.9071, expected range: 0.0000 24.1854
Severe: avg_pge=0.9316, expected range: -0.9465 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRNR5 : out of range
3 times in the last 10 days for at least one item
Severe: avg_pge=0.9063, expected range: -0.5679 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3E2032 : out of range
Severe: avg_fgdepar=-602.5734, expected range: -382.3712 133.1044
Severe: rms_fgdepar=602.5734, expected range: 0.0000 389.4322
Severe: avg_pge=0.8370, expected range: -0.7106 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCEF2 : out of range
Severe: avg_fgdepar=-697.4827, expected range: -759.2234 696.4820
Severe: rms_fgdepar=697.4827, expected range: 0.0000 533.2332
Severe: avg_pge=0.8729, expected range: -0.8145 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9924 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-546.2222, expected range: -562.0242 1034.5592
Severe: rms_fgdepar=546.2222, expected range: 0.0000 913.1460
Severe: avg_pge=0.8269, expected range: -0.9317 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCDG4 : out of range
Severe: avg_fgdepar=-589.3815, expected range: -41.9223 104.5839
Severe: rms_fgdepar=589.3815, expected range: 0.0000 82.8302
Severe: avg_pge=0.8485, expected range: -1.1204 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9768 : out of range
Severe: rms_fgdepar=342.5258, expected range: 0.0000 93.9480
BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7QK9 : out of range
Severe: rms_fgdepar=433.6917, expected range: 0.0000 215.5155
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WRJP : out of range
Severe: avg_fgdepar=606.3403, expected range: 259.1712 719.1167
Severe: rms_fgdepar=606.3403, expected range: 256.1424 764.4962
Severe: avg_pge=0.8346, expected range: 0.6270 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 1301760 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=837.3009, expected range: -360.2534 287.8679
Severely_persistent: rms_fgdepar=837.3585, expected range: -452.1008 654.8567
Severely_persistent: avg_pge=0.9308, expected range: -1.2078 0.7500
DRIFTING BUOYS SURFACE PRESSURE (PA) 6203644 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=587.5141, expected range: -210.0287 274.7180
Severely_persistent: rms_fgdepar=595.6706, expected range: -437.2392 578.1986
Severely_persistent: avg_pge=0.9000, expected range: -1.5040 0.7500
metar
METAR SURFACE PRESSURE (PA) FQMA : out of range
Severe: rms_fgdepar=363.6519, expected range: 0.0000 102.0861
METAR SURFACE PRESSURE (PA) OPOK : out of range
Severe: rms_fgdepar=415.1598, expected range: 0.0000 227.6161
snow
AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-109.0076, expected range: -118.1879 -100.4925
Severely_persistent: rms_fgdepar=109.0076, expected range: 100.4925 118.1879
MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=60.0215, expected range: 57.3558 74.9961
Severely_persistent: rms_fgdepar=60.0215, expected range: 57.3558 74.9961
MANUAL LAND SYNOP SNOW (CM) 36208 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.1492, expected range: -76.0436 -27.5366
Severely_persistent: rms_fgdepar=55.1492, expected range: 27.5366 76.0436
MANUAL LAND SYNOP SNOW (CM) 11138 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-141.3969, expected range: -138.4091 -124.9245
Severely_persistent: rms_fgdepar=141.3969, expected range: 124.9245 138.4091
ROCOB TEMP SNOW (CM) 63301060 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=84.9058, expected range: 24.7585 105.7611
Severely_persistent: rms_fgdepar=84.9058, expected range: 24.7585 105.7611
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-85.5767, expected range: -92.1088 -85.9802
BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=85.5823, expected range: 85.9840 92.1188
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.8992, expected range: -67.6157 -61.9768
BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.9068, expected range: 62.0053 67.6134
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-57.3964, expected range: -62.1727 -56.1621
BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=57.3990, expected range: 56.1641 62.1738
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.3792, expected range: -86.4208 -75.2719
BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=77.3882, expected range: 75.2667 86.4570
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-75.2576, expected range: -79.8621 -75.0955
BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=75.2596, expected range: 75.0980 79.8638
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-91.2300, expected range: -97.2048 -78.0668
BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=91.2374, expected range: 78.0698 97.2159
BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=60.0909, expected range: 57.4937 75.1546
Severely_persistent: rms_fgdepar=60.0909, expected range: 57.4937 75.1546
BUFR LAND SYNOP SNOW (CM) 08915 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-92.7810, expected range: -97.1481 -88.5125
Severely_persistent: rms_fgdepar=92.7810, expected range: 88.5125 97.1481
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-69.1461, expected range: -75.9753 -67.4835
BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=69.1475, expected range: 67.4865 75.9838
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-59.0854, expected range: -63.9570 -57.9434
BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=59.0967, expected range: 57.9345 63.9866
BUFR LAND SYNOP SNOW (CM) 14006 : out of range
18 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=57.5968, expected range: 54.7762 61.6051
Severely_persistent: rms_fgdepar=57.5968, expected range: 54.7762 61.6051
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-80.3911, expected range: -95.5504 -78.0017
BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=80.4007, expected range: 78.0084 95.5543
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-50.0044, expected range: -55.0622 -48.4202
BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=50.0127, expected range: 48.4254 55.0743
BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-67.5304, expected range: -74.1071 -48.7997
Severely_persistent: rms_fgdepar=67.5305, expected range: 48.8055 74.1038
BUFR LAND SYNOP SNOW (CM) 36208 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.1492, expected range: -76.0436 -27.5366
Severely_persistent: rms_fgdepar=55.1492, expected range: 27.5366 76.0436
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=55.3398, expected range: 50.7864 59.0048
BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.3404, expected range: 50.8005 59.0002
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-70.7312, expected range: -73.6601 -67.7517
BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=70.7320, expected range: 67.7556 73.6701
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=66.5797, expected range: 29.8976 61.2690
BUFR LAND SYNOP SNOW (CM) _MI15619 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=66.6358, expected range: 29.9126 61.2727
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-60.2815, expected range: -66.2410 -56.0336
BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=60.2817, expected range: 56.0335 66.2414
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-67.2973, expected range: -79.5103 -64.6944
BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=67.2991, expected range: 64.6981 79.5109
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-76.6652, expected range: -86.2794 -75.8974
BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=76.6667, expected range: 75.9007 86.2860
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
32 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-55.2951, expected range: -68.4658 -52.8076
BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
32 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=55.2967, expected range: 52.8107 68.4758
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-77.3773, expected range: -84.7057 -76.2633
BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=77.3815, expected range: 76.4304 85.0318
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-76.3698, expected range: -82.6650 -74.8851
BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=76.3749, expected range: 74.8874 82.6715
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-68.9165, expected range: -79.8159 -67.3515
BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=68.9196, expected range: 67.3533 79.8322
ROCOB TEMP SNOW (CM) 63303649 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=51.9528, expected range: 15.1394 69.9617
Severe: rms_fgdepar=51.9528, expected range: 15.1394 69.9617
BUFR LAND SYNOP SNOW (CM) 11170 : out of range
Severe: rms_fgdepar=19.5373, expected range: 0.0000 10.2738
BUFR LAND SYNOP SNOW (CM) 01003 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-76.3262, expected range: -80.4264 -21.7037
Severe: rms_fgdepar=76.3262, expected range: 21.7037 80.4264
BUFR LAND SYNOP SNOW (CM) 47058 : out of range
Severe: avg_fgdepar=93.2190, expected range: 87.8548 95.6454
Severe: rms_fgdepar=93.2190, expected range: 87.8547 95.6455
t2m
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24076 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.1144, expected range: -20.3140 1.9347
Severely_persistent: rms_fgdepar=12.1284, expected range: 0.0000 20.1662
METAR 2M TEMPERATURE (K) LTCW : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-15.0895, expected range: -10.8453 9.0275
Severely_persistent: rms_fgdepar=15.4639, expected range: 0.0000 11.3449
METAR 2M TEMPERATURE (K) VECX : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.2006, expected range: -21.7396 -8.2374
Severely_persistent: rms_fgdepar=13.2517, expected range: 8.6085 21.7296
LAND TEMP 2M TEMPERATURE (K) 30372 : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-14.4634, expected range: -18.2796 -2.7149
Severely_persistent: rms_fgdepar=14.4634, expected range: 2.7149 18.2796
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.5098, expected range: -19.9052 -7.1779
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: rms_fgdepar=12.5671, expected range: 8.7814 19.5566
BUFR LAND SYNOP 2M TEMPERATURE (K) 24076 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.2161, expected range: -20.3399 1.7970
Severely_persistent: rms_fgdepar=12.2300, expected range: 0.0000 20.2251
BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
30 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.9688, expected range: -15.4198 -10.2634
Severely_persistent: rms_fgdepar=14.2575, expected range: 10.4824 15.5917
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 17920 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.3199, expected range: -5.8283 4.7091
Severe: rms_fgdepar=12.5144, expected range: 0.0000 5.8224
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89815 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.7760, expected range: 0.0000 4.1840
MANUAL LAND SYNOP 2M TEMPERATURE (K) 40710 : out of range
Severe: rms_fgdepar=10.8551, expected range: 0.0000 6.1104
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24802 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.3827, expected range: -12.1268 8.8450
Severe: rms_fgdepar=13.5396, expected range: 0.0000 10.1998
MANUAL LAND SYNOP 2M TEMPERATURE (K) 23992 : out of range
Severe: avg_fgdepar=-12.2241, expected range: -11.5806 3.3427
Severe: rms_fgdepar=12.7278, expected range: 0.0000 11.0902
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28764 : out of range
Severe: avg_fgdepar=-15.3656, expected range: -8.6192 2.9310
Severe: rms_fgdepar=15.3750, expected range: 0.0000 8.5683
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28984 : out of range
Severe: rms_fgdepar=10.2469, expected range: 0.0000 4.6272
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36394 : out of range
Severe: rms_fgdepar=11.4719, expected range: 0.0000 5.6044
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24525 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.7790, expected range: -13.6908 3.0508
Severe: rms_fgdepar=13.8362, expected range: 0.0000 13.3423
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28666 : out of range
Severe: rms_fgdepar=11.9979, expected range: 0.0000 6.0064
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28766 : out of range
Severe: avg_fgdepar=-14.2020, expected range: -7.1865 2.6397
Severe: rms_fgdepar=14.2164, expected range: 0.0000 7.2260
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.5851, expected range: -19.8714 6.9256
Severe: rms_fgdepar=14.1936, expected range: 0.0000 18.4419
MANUAL LAND SYNOP 2M TEMPERATURE (K) 42527 : out of range
Severe: avg_fgdepar=13.6970, expected range: 0.6626 11.8493
Severe: rms_fgdepar=13.6970, expected range: 0.6626 11.8493
MANUAL LAND SYNOP 2M TEMPERATURE (K) 36397 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.6037, expected range: 0.0000 4.3595
MANUAL LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.0177, expected range: -12.0478 -1.5417
Severe: rms_fgdepar=13.1928, expected range: 1.6797 12.0490
MANUAL LAND SYNOP 2M TEMPERATURE (K) 35078 : out of range
Severe: rms_fgdepar=11.3080, expected range: 0.0000 5.5331
MANUAL LAND SYNOP 2M TEMPERATURE (K) 28978 : out of range
Severe: rms_fgdepar=11.5025, expected range: 0.0000 5.2038
MANUAL LAND SYNOP 2M TEMPERATURE (K) 24219 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.5408, expected range: 0.0000 10.5574
METAR 2M TEMPERATURE (K) LTCK : out of range
Severe: avg_fgdepar=-12.5717, expected range: -8.5232 3.9974
Severe: rms_fgdepar=12.9695, expected range: 0.0000 7.8478
METAR 2M TEMPERATURE (K) OPKL : out of range
Severe: avg_fgdepar=14.1607, expected range: -0.8189 13.1955
Severe: rms_fgdepar=14.2272, expected range: 0.0000 13.3605
METAR 2M TEMPERATURE (K) OITL : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.9707, expected range: 0.0000 4.8530
METAR 2M TEMPERATURE (K) UOOO : out of range
4 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.9040, expected range: 0.0000 6.0046
METAR 2M TEMPERATURE (K) SKPS : out of range
Severe: rms_fgdepar=10.4067, expected range: 1.5976 6.3823
METAR 2M TEMPERATURE (K) UASS : out of range
Severe: rms_fgdepar=10.7676, expected range: 0.2956 5.0034
METAR 2M TEMPERATURE (K) USSS : out of range
Severe: rms_fgdepar=11.2289, expected range: 0.0000 4.7615
LAND TEMP 2M TEMPERATURE (K) 30230 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.5061, expected range: -12.0120 4.6699
Severe: rms_fgdepar=13.5061, expected range: 0.0000 10.2712
BUFR LAND SYNOP 2M TEMPERATURE (K) 02890 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=11.2300, expected range: 0.0000 5.2474
BUFR LAND SYNOP 2M TEMPERATURE (K) 24802 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-12.7418, expected range: -11.3904 8.1663
Severe: rms_fgdepar=12.9313, expected range: 0.0000 9.8436
BUFR LAND SYNOP 2M TEMPERATURE (K) 01082 : out of range
Severe: avg_fgdepar=-12.8578, expected range: -5.4069 4.4826
Severe: rms_fgdepar=12.9397, expected range: 0.0000 5.8166
BUFR LAND SYNOP 2M TEMPERATURE (K) 23992 : out of range
Severe: avg_fgdepar=-15.8196, expected range: -12.5052 4.9323
Severe: rms_fgdepar=15.8196, expected range: 0.0000 11.1896
BUFR LAND SYNOP 2M TEMPERATURE (K) 28764 : out of range
Severe: avg_fgdepar=-15.4156, expected range: -8.6692 2.8810
Severe: rms_fgdepar=15.4250, expected range: 0.0000 8.6276
BUFR LAND SYNOP 2M TEMPERATURE (K) 73005 : out of range
1 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.5692, expected range: 0.0000 4.8737
BUFR LAND SYNOP 2M TEMPERATURE (K) 89815 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=10.7740, expected range: 0.0000 4.9374
BUFR LAND SYNOP 2M TEMPERATURE (K) 24525 : out of range
4 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.8305, expected range: -13.7369 2.9997
Severe: rms_fgdepar=13.8874, expected range: 0.0000 13.4143
BUFR LAND SYNOP 2M TEMPERATURE (K) 01065 : out of range
Severe: avg_fgdepar=-12.0322, expected range: -10.6880 8.7471
Severe: rms_fgdepar=12.2328, expected range: 0.0000 10.2285
BUFR LAND SYNOP 2M TEMPERATURE (K) 28666 : out of range
Severe: rms_fgdepar=12.0476, expected range: 0.0000 6.0724
BUFR LAND SYNOP 2M TEMPERATURE (K) 28766 : out of range
Severe: avg_fgdepar=-14.2636, expected range: -7.2724 2.6332
Severe: rms_fgdepar=14.2781, expected range: 0.0000 7.3043
BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.6351, expected range: -19.5973 6.6768
Severe: rms_fgdepar=14.2415, expected range: 0.0000 18.1799
BUFR LAND SYNOP 2M TEMPERATURE (K) 42527 : out of range
Severe: avg_fgdepar=13.6422, expected range: 1.2027 11.6158
Severe: rms_fgdepar=13.6422, expected range: 1.2027 11.6158
BUFR LAND SYNOP 2M TEMPERATURE (K) 02827 : out of range
Severe: avg_fgdepar=-13.0247, expected range: -3.3214 2.5102
Severe: rms_fgdepar=13.1109, expected range: 0.0000 3.5199
BUFR LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.0575, expected range: -12.1048 -1.5122
Severe: rms_fgdepar=13.2332, expected range: 1.6534 12.1056
BUFR LAND SYNOP 2M TEMPERATURE (K) 24219 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=12.5579, expected range: 0.0000 10.5063
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15A6E : out of range
Severe: avg_fgdepar=13.8190, expected range: -1.1674 11.5063
BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15A6E : out of range
Severe: rms_fgdepar=13.8551, expected range: 0.9636 10.8600
BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=400.0000, expected range: 207.1377 212.0623
Severe: obs_number=242.0000, expected range: 122.2819 128.8431
Severe: obs_number=403.0000, expected range: 215.9780 220.4926
Severe: obs_number=322.0000, expected range: 267.9818 275.3123
Considerable: obs_number=99.0000, expected range: 51.0000 51.0000
Considerable: obs_number=162.0000, expected range: 173.3894 188.1662
rh2m
MANUAL LAND SYNOP RH2M (%) 65472 : out of range
Severe: rms_fgdepar=35.7353, expected range: 0.0000 20.1180
MANUAL LAND SYNOP RH2M (%) 14023 : out of range
Severe: rms_fgdepar=36.1863, expected range: 0.0000 19.2162
BUFR LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item
Severe: obs_number=468.0000, expected range: 234.8056 247.8944
Severe: obs_number=479.0000, expected range: 237.6222 259.7462
Severe: obs_number=394.0000, expected range: 197.6371 218.9945
Severe: obs_number=508.0000, expected range: 264.7213 281.6120
Severe: obs_number=510.0000, expected range: 262.2553 279.7447
Severe: obs_number=365.0000, expected range: 183.5287 187.9713
Severe: obs_number=401.0000, expected range: 201.5450 229.2971
Severe: obs_number=150.0000, expected range: 75.6364 83.4747
Severe: obs_number=498.0000, expected range: 310.5386 342.1983
AUTOMATIC LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item
Considerable: avg_lsm=0.6850, expected range: 0.7481 0.8544