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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2020-08-05 00:00

amsua
METOP-B AMSUA RADIANCES (10 channels affected) : out of range
Considerable: obs_number=5178.0000, expected range: 8120.8472 18994.4028
iasi
METOP-C IASI RADIANCES (179 channels affected) : out of range
Severe: obs_number=14949.0000, expected range: 22030.5186 22517.9814
METOP-A IASI RADIANCES CHANNEL 3580 : out of range
Considerable: stdev_fgdepar=0.7409, expected range: 0.5416 0.6597
cris
NPP CRIS RADIANCES CHANNEL 107 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1830, expected range: 0.1408 0.1561
NPP CRIS RADIANCES CHANNEL 108 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1407, expected range: 0.0995 0.1190
NPP CRIS RADIANCES CHANNEL 119 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1883, expected range: 0.1504 0.1678
NOAA20 CRIS RADIANCES CHANNEL 107 : out of range
12 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.2069, expected range: 0.1700 0.1852
NOAA20 CRIS RADIANCES CHANNEL 119 : out of range
11 times in the last 10 days for at least one item
Severely_persistent: avg_biascorr=0.1810, expected range: 0.1444 0.1564
airs
AQUA AIRS RADIANCES CHANNEL 1948 : missing
3 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 2306.1316 3771.0684
AQUA AIRS RADIANCES CHANNEL 2164 : missing
3 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 669.6395 1969.2176
Atmospheric Motion Vector
METEOSAT-8 AMV CLOUDY WV1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-60 : out of range
Slight: stdev_fgdepar=4.5738, expected range: 2.2263 3.6688
Radiosondes
LAND TEMP TEMPERATURE (K) 61660 PRESSURE LAYER 0-300 (HPA) : out of range
31 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-9.1065, expected range: -27.7783 1.0721
Severely_persistent: rms_fgdepar=17.1973, expected range: 8.9793 31.3336
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : missing
1 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 171.3509 196.6491
Severe: obs_number=0.0000, expected range: 0.0000 419.9824
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (3 pressure layers affected : missing
5 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 173.2334 189.9666
Severely_persistent: obs_number=0.0000, expected range: 173.2334 189.9666
HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : missing
5 times in the last 10 days for at least one item
Severely_persistent: obs_number=0.0000, expected range: 173.2334 189.9666
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 63 : all data missing
Severely_persistent: obs_number=0, expected range: 101.92 127.08
LAND TEMP WIND VECTOR DIFF (M/S) 44373 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.8273, expected range: 0.7518 6.1812
LAND TEMP WIND VECTOR DIFF (M/S) 23330 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=18.9724, expected range: 0.0000 9.3596
LAND TEMP WIND VECTOR DIFF (M/S) 43128 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.4607, expected range: 0.0000 7.2080
LAND TEMP TEMPERATURE (K) 60715 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=11.4128, expected range: -0.6161 1.0289
Severe: rms_fgdepar=11.6056, expected range: 0.0000 1.9980
Severe: avg_pge=0.8893, expected range: -1.3794 0.7500
LAND TEMP TEMPERATURE (K) 48565 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=7.3378, expected range: 0.0000 2.1191
HIGH RESO LAND TEMP Q (G/KG) 60630 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=5.2432, expected range: 0.0000 1.1010
HIGH RESO LAND TEMP Q (G/KG) 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: 60.3755 70.5134
Severe: obs_number=0.0000, expected range: 53.5850 67.5578
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : missing
1 times in the last 10 days for at least one item
Severe: obs_number=0.0000, expected range: 44.1674 312.2358
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 13275 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=16.7336, expected range: 0.0000 4.6694
HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HP : out of range
Severe: avg_fgdepar=15.8783, expected range: 0.8897 3.6428
Severe: rms_fgdepar=16.7336, expected range: 1.0589 3.9086
HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : missing
Severe: obs_number=0.0000, expected range: 27.5377 389.4020
Severe: obs_number=0.0000, expected range: 0.0000 519.4202
All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 37 : all data missing
Severe: obs_number=0, expected range: 31.81 157.79
LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=216.0000, expected range: 14.0767 147.0345
HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=82.0000, expected range: 143.9467 267.5533
HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=274.0000, expected range: 154.7439 212.6847
amdar
WIGOS AMDAR WIND VECTOR DIFF (M/S) DIJX1DJA PRESSURE LAYER 0-300 (HPA) : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=23.7957, expected range: -14.6966 22.3376
Severely_persistent: rms_fgdepar=24.1835, expected range: 0.0000 22.8091
Severely_persistent: avg_pge=0.8691, expected range: -1.2403 0.7500
WIGOS AMDAR WIND VECTOR DIFF (M/S) EU1764 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=17.0135, expected range: 0.0000 6.9047
Severe: avg_pge=0.8308, expected range: -0.4706 0.6637
MODE-S WIND VECTOR DIFF (M/S) MD1B463 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.1138, expected range: 0.2774 6.8590
pilot
LAND PILOT WIND VECTOR DIFF (M/S) 97260 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8814, expected range: 0.1822 0.7500
synop
MANUAL LAND SYNOP RH2M (%) 76040 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8724, expected range: -1.4606 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43012 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=919.7944, expected range: -920.8869 1182.4361
Severely_persistent: rms_fgdepar=919.7944, expected range: 0.0000 880.6632
Severely_persistent: avg_pge=0.9300, expected range: -0.9054 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43083 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=810.9683, expected range: -1179.1849 964.0012
Severely_persistent: rms_fgdepar=810.9683, expected range: 0.0000 925.5287
Severely_persistent: avg_pge=0.9231, expected range: -1.7374 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43029 : out of range
9 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=779.9222, expected range: -351.7115 553.7491
Severely_persistent: rms_fgdepar=781.4930, expected range: 0.0000 533.9237
Severely_persistent: avg_pge=0.9250, expected range: -0.7981 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 91682 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-639.7937, expected range: -679.3802 787.3669
Severely_persistent: rms_fgdepar=639.7937, expected range: 0.0000 633.7052
Severely_persistent: avg_pge=0.9370, expected range: -0.6855 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 55664 : out of range
20 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=667.9018, expected range: -1060.8496 1318.6114
Severely_persistent: rms_fgdepar=810.6539, expected range: -1011.3679 1425.7832
MANUAL LAND SYNOP RH2M (%) 65404 : out of range
Severe: avg_fgdepar=-54.7165, expected range: -23.9026 19.9756
Severe: rms_fgdepar=54.7165, expected range: 0.0000 14.9808
Severe: avg_pge=1.0000, expected range: 0.0019 0.0035
MANUAL LAND SYNOP RH2M (%) 66285 : out of range
Severe: avg_pge=0.9154, expected range: -0.3561 0.5512
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76741 : out of range
Severe: rms_fgdepar=459.0262, expected range: 0.0000 133.5526
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89592 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=681.7753, expected range: -296.6179 490.5509
Severe: rms_fgdepar=681.7753, expected range: 0.0000 433.3361
Severe: avg_pge=0.9222, expected range: -0.8640 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42103 : out of range
Severe: rms_fgdepar=585.7027, expected range: 0.0000 216.6548
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38613 : out of range
Severe: avg_pge=0.8587, expected range: -0.4843 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 67283 : out of range
Severe: avg_fgdepar=571.7737, expected range: -14.4011 158.7363
Severe: rms_fgdepar=571.7737, expected range: 0.0000 166.2621
Severe: avg_pge=0.9000, expected range: -0.7396 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42834 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=538.2049, expected range: -187.3347 139.5800
Severe: rms_fgdepar=538.2049, expected range: 0.0000 148.7694
Severe: avg_pge=0.8937, expected range: 0.0000 0.0000
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40606 : out of range
Severe: avg_fgdepar=965.7130, expected range: -300.2408 196.2018
Severe: rms_fgdepar=965.7130, expected range: 0.0000 219.6083
Severe: avg_pge=0.9425, expected range: -0.8302 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42176 : out of range
Severe: avg_fgdepar=706.4404, expected range: -228.4503 177.6806
Severe: rms_fgdepar=706.4404, expected range: 0.0000 187.2393
Severe: avg_pge=0.9228, expected range: -0.5176 0.5875
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42367 : out of range
Severe: avg_fgdepar=641.8749, expected range: -259.0771 367.8831
Severe: rms_fgdepar=641.8749, expected range: 0.0000 314.6098
Severe: avg_pge=0.9052, expected range: -0.9813 0.7500
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 84008 : out of range
Severe: rms_fgdepar=463.3064, expected range: 0.0000 195.8363
Severe: avg_pge=0.8777, expected range: -0.4415 0.6309
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62458 : out of range
Severe: rms_fgdepar=314.4670, expected range: 0.0000 122.0778
MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
3 times in the last 10 days for at least one item
Severe: rms_fgdepar=403.4769, expected range: 0.0000 223.7721
Severe: avg_pge=0.8230, expected range: -0.9352 0.7500
BUFR LAND SYNOP RH2M (%) 71292 : out of range
Severe: rms_fgdepar=30.5437, expected range: 0.0000 15.9833
BUFR LAND SYNOP RH2M (%) 81888 : out of range
Severe: avg_pge=1.0000, expected range: -1.2867 0.7500
BUFR LAND SYNOP SURFACE PRESSURE (PA) 13272 : out of range
Severe: rms_fgdepar=302.8021, expected range: 9.1027 119.1444
BUFR LAND SYNOP SURFACE PRESSURE (PA) 89592 : out of range
Severe: avg_fgdepar=681.7753, expected range: -288.7964 417.6795
Severe: rms_fgdepar=681.7753, expected range: 0.0000 350.4095
BUFR LAND SYNOP SURFACE PRESSURE (PA) 13269 : out of range
Severe: rms_fgdepar=359.9497, expected range: 0.0000 169.0901
ship
SHIP SURFACE PRESSURE (PA) OVXO2 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-841.7011, expected range: -1229.3339 -704.2181
Severely_persistent: rms_fgdepar=841.7011, expected range: 704.9724 1228.8021
BUFR SHIP SYNOP SURFACE PRESSURE (PA) OVXO2 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-841.7011, expected range: -1225.0747 -695.2358
Severely_persistent: rms_fgdepar=841.7011, expected range: 695.8225 1224.6858
Severely_persistent: avg_pge=0.8954, expected range: 0.4217 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRJT5 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=968.6275, expected range: -748.6761 1142.1547
Severely_persistent: rms_fgdepar=968.6275, expected range: 0.0000 1209.2175
Severely_persistent: avg_pge=0.8869, expected range: -1.4288 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 2IYH2 : out of range
5 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.8940, expected range: 0.3088 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ELDMMXN : out of range
16 times in the last 10 days for at least one item
Severely_persistent: avg_pge=0.9064, expected range: 0.4810 0.7500
AUTOMATIC SHIP SURFACE PRESSURE (PA) AMOUK49 : out of range
Severe: rms_fgdepar=404.0970, expected range: 0.0000 120.5217
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK21 : out of range
Severe: rms_fgdepar=421.4283, expected range: 0.0000 257.7966
Severe: avg_pge=0.8467, expected range: -0.5279 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK52 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=578.5565, expected range: 124.0232 842.7243
Severe: rms_fgdepar=578.5565, expected range: 124.0232 842.7243
Severe: avg_pge=0.8021, expected range: 0.5917 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FVW3 : out of range
3 times in the last 10 days for at least one item
Severe: avg_fgdepar=-500.7410, expected range: -977.1777 -212.5480
Severe: rms_fgdepar=507.4268, expected range: 342.9234 782.4459
Severe: avg_pge=0.8194, expected range: 0.7373 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRMY5 : out of range
Severe: avg_fgdepar=731.0363, expected range: -290.3594 260.3714
Severe: rms_fgdepar=731.0363, expected range: 0.0000 209.2661
Severe: avg_pge=0.8575, expected range: -0.4888 0.5667
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK36 : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=315.9013, expected range: 0.0000 140.4084
BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRLB7 : out of range
1 times in the last 10 days for at least one item
Severe: avg_fgdepar=-604.3665, expected range: -428.8868 654.4098
Severe: rms_fgdepar=607.9433, expected range: 0.0000 680.1235
Severe: avg_pge=0.8383, expected range: -0.5779 0.7500
BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5029 : out of range
Severe: rms_fgdepar=468.0432, expected range: 0.0000 166.9849
Severe: avg_pge=0.8102, expected range: -0.4759 0.5323
BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK49 : out of range
Severe: rms_fgdepar=404.0970, expected range: 0.0000 125.1302
BUFR SHIP SYNOP SURFACE PRESSURE (PA) WGAE : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=595.0901, expected range: -518.7814 575.6146
Severe: rms_fgdepar=595.0901, expected range: 0.0000 566.1802
Severe: avg_pge=0.8235, expected range: -0.8626 0.7500
BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7UU6 : out of range
4 times in the last 10 days for at least one item
Severe: avg_pge=0.8925, expected range: -0.4457 0.7500
buoy
DRIFTING BUOYS SURFACE PRESSURE (PA) 7401533 : out of range
14 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-819.5911, expected range: -1804.9566 1994.7139
Severely_persistent: rms_fgdepar=822.3646, expected range: 0.0000 1027.7482
Severely_persistent: avg_pge=0.9372, expected range: -0.2209 0.7500
metar
METAR SURFACE PRESSURE (PA) LWOH : out of range
Severe: rms_fgdepar=327.8611, expected range: 0.0000 105.6999
METAR SURFACE PRESSURE (PA) GMML : out of range
Severe: rms_fgdepar=308.6416, expected range: 0.0000 97.3462
METAR SURFACE PRESSURE (PA) DAON : out of range
Severe: rms_fgdepar=560.4937, expected range: 0.0000 114.8109
METAR SURFACE PRESSURE (PA) LYKV : out of range
Severe: rms_fgdepar=304.4024, expected range: 9.1689 102.5568
t2m
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89504 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=13.7989, expected range: 1.0137 16.1503
Severely_persistent: rms_fgdepar=13.8138, expected range: 1.6563 15.9433
Severely_persistent: avg_est_pge=0.8464, expected range: 0.1493 1.2686
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89625 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.2632, expected range: -15.2507 1.1930
Severely_persistent: rms_fgdepar=13.2652, expected range: 0.0000 15.4440
Severely_persistent: avg_est_pge=0.8615, expected range: 0.0690 1.2495
AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89828 : out of range
6 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-13.0553, expected range: -15.1646 2.3768
Severely_persistent: rms_fgdepar=13.0615, expected range: 0.0000 14.9470
Severely_persistent: avg_est_pge=0.8591, expected range: 0.0885 1.1864
MANUAL LAND SYNOP 2M TEMPERATURE (K) 89504 : out of range
10 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=13.9021, expected range: 0.1701 17.9675
Severely_persistent: rms_fgdepar=13.9021, expected range: 0.3705 17.9903
Severely_persistent: avg_est_pge=0.8477, expected range: 0.1075 1.3355
BUFR LAND SYNOP 2M TEMPERATURE (K) 89504 : out of range
8 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=13.7987, expected range: 0.9398 16.1631
Severely_persistent: rms_fgdepar=13.8104, expected range: 1.5745 15.9588
Severely_persistent: avg_est_pge=0.8465, expected range: 0.1403 1.2773
BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
34 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-16.9680, expected range: -20.6116 -11.4911
Severely_persistent: rms_fgdepar=17.1892, expected range: 11.8193 21.0464
BUFR LAND SYNOP 2M TEMPERATURE (K) 89828 : out of range
7 times in the last 10 days for at least one item
Severely_persistent: avg_fgdepar=-12.7996, expected range: -15.3804 2.3195
Severely_persistent: rms_fgdepar=12.8139, expected range: 0.0000 15.1110
Severely_persistent: avg_est_pge=0.8562, expected range: 0.1178 1.1752
MANUAL LAND SYNOP 2M TEMPERATURE (K) 82723 : out of range
Severe: avg_fgdepar=13.6948, expected range: -1.9906 3.6967
Severe: rms_fgdepar=13.6948, expected range: 0.0000 2.8507
MANUAL LAND SYNOP 2M TEMPERATURE (K) 89055 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.8905, expected range: -11.1905 6.7171
Severe: rms_fgdepar=14.4020, expected range: 0.0000 10.7038
MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item
Severe: rms_fgdepar=7.1242, expected range: 2.8017 5.2181
LAND TEMP 2M TEMPERATURE (K) 48565 : out of range
Severe: avg_fgdepar=-12.1695, expected range: -2.8483 4.0571
Severe: rms_fgdepar=12.1695, expected range: 0.0000 3.5283
BUFR LAND SYNOP 2M TEMPERATURE (K) 82723 : out of range
Severe: avg_fgdepar=13.6448, expected range: -2.4530 3.8830
Severe: rms_fgdepar=13.6448, expected range: 0.0000 2.9730
BUFR LAND SYNOP 2M TEMPERATURE (K) 89625 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.3133, expected range: -15.3107 1.1496
Severe: rms_fgdepar=13.3153, expected range: 0.0000 15.5000
BUFR LAND SYNOP 2M TEMPERATURE (K) 89055 : out of range
2 times in the last 10 days for at least one item
Severe: avg_fgdepar=-13.6759, expected range: -11.0938 6.2028
Severe: rms_fgdepar=14.1192, expected range: 0.0000 11.3343
rh2m
BUFR LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item
Considerable: obs_number=58.0000, expected range: 64.9990 70.1121
Considerable: obs_number=60.0000, expected range: 41.9359 52.8141