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NeuralMET
DISCLAIMER: This is an EXPERIMENTAL site exploring the use of Artificial Intelligence for aviation weather prediction. The forecasts presented cannot be assumed to be accurate and are used entirely AT YOUR OWN RISK
EDDF
EGAC
EGLL
EGNH
EGNS
EGPF
EGPK
KJFK
KLAX
KSFO
LFPB
OMDB
UUEE
ZBAA
EDDF -- Frankfurt am Main International Germany (50.0264, 8.54313)
METAR (actual weather observation from US NOAA/NWS, updated every half-hour or so)
Date & Time (UTC)
Temp. (C)
Dewpoint (C)
Cloud base (ft)
Clouds (oktas)
Clouds
QNH (hPa)
Visibility (miles)
Windspeed (kts)
Degrees True
Flight Category
11/2/2021 3:50:00 AM
7.0
7.0
400
5.5
BKN
1001
3.73
4.0
200
LIFR
NeuralMET Forecasts (via FlyLogical Deep Learning Neural Networks, refreshed every half-hour or so)
Hours ahead
Date & Time (UTC)
Temp. (C)
Dewpoint (C)
Cloud base (ft)
Clouds (oktas)
Clouds
QNH (hPa)
Visibility (miles)
Windspeed (kts)
Degrees True
Flight Category
0.5
11/2/2021 4:20:00 AM
7.0
7.0
491
2.1
FEW
1001
5.99
4.4
185
LIFR
1
11/2/2021 4:50:00 AM
7.2
7.3
495
1.9
FEW
1001
5.60
4.7
189
LIFR
3
11/2/2021 6:50:00 AM
9.1
8.1
851
2.4
FEW
1001
5.69
5.7
184
IFR
6
11/2/2021 9:50:00 AM
11.1
8.0
3629
1.3
FEW
1002
5.55
8.2
186
VFR
12
11/2/2021 3:50:00 PM
10.6
8.7
1836
1.8
FEW
1001
4.91
8.2
171
MVFR
24
11/3/2021 3:50:00 AM
-1.8
8.8
2150
0.0
CLR
1003
0.00
5.9
177
MVFR
36
11/3/2021 3:50:00 PM
10.8
7.7
2445
1.8
FEW
998
5.88
7.7
160
MVFR
48
11/4/2021 3:50:00 AM
7.7
4.5
0
1.1
FEW
1002
5.97
5.8
95
LIFR
72
11/5/2021 3:50:00 AM
12.1
4.5
2131
2.6
SCT
1007
0.62
5.7
121
MVFR
Forecast Historical Performance
Neural Network Forecast average errors (rms)
since last model update on 2021-09-04 10:23:46. Naive estimate (ZOH) errors in square brackets for comparison. Standard deviation of observations in round brackets.
Hours ahead
Samples (in avg)
Temp. (C)
Dewpoint (C)
Cloud base (ft)
Clouds (oktas)
QNH (hPa)
Visibility (miles)
Windspeed (kts)
Degrees True
0.5
7
0.5 [0.7] (4.9)
0.6 [0.5] (2.8)
115 [76] (1733)
0.9 [0.0] (1.4)
1 [1] (5)
0.75 [0.00] (1.04)
1.5 [1.7] (2.6)
67 [78] (102)
1
20
0.7 [1.4] (4.9)
0.9 [0.7] (2.8)
1110 [1151] (1733)
0.8 [1.0] (1.4)
1 [0] (5)
1.07 [0.44] (1.04)
1.4 [1.3] (2.6)
74 [105] (102)
3
32
1.8 [2.9] (4.9)
1.5 [1.3] (2.8)
772 [754] (1733)
1.4 [1.5] (1.4)
1 [1] (5)
1.27 [1.39] (1.04)
2.0 [2.1] (2.6)
103 [153] (102)
6
32
3.4 [6.3] (4.9)
2.4 [2.5] (2.8)
1495 [1354] (1733)
1.0 [1.1] (1.4)
2 [2] (5)
0.65 [0.93] (1.04)
3.0 [3.6] (2.6)
104 [145] (102)
12
35
5.8 [7.9] (4.9)
2.7 [2.6] (2.8)
1421 [1901] (1733)
1.0 [1.4] (1.4)
3 [2] (5)
0.69 [0.52] (1.04)
2.4 [3.5] (2.6)
92 [131] (102)
24
30
9.5 [3.4] (4.9)
4.3 [3.1] (2.8)
1925 [2366] (1733)
2.2 [2.0] (1.4)
3 [3] (5)
6.02 [1.65] (1.04)
2.7 [3.8] (2.6)
120 [151] (102)
36
29
5.2 [8.2] (4.9)
4.6 [3.6] (2.8)
1685 [2074] (1733)
1.3 [1.6] (1.4)
5 [5] (5)
0.34 [0.16] (1.04)
2.9 [4.0] (2.6)
97 [152] (102)
48
16
3.3 [3.0] (4.9)
6.2 [3.6] (2.8)
3430 [2318] (1733)
2.1 [2.3] (1.4)
5 [4] (5)
1.63 [1.80] (1.04)
3.8 [4.3] (2.6)
125 [149] (102)
72
13
7.7 [3.1] (4.9)
8.6 [4.4] (2.8)
1618 [2510] (1733)
1.1 [1.7] (1.4)
7 [6] (5)
5.38 [1.17] (1.04)
2.3 [2.9] (2.6)
95 [139] (102)
Forecast Charts
Forecast Historical Performance Charts
[Click here for recent plots of historical performance for all ICAOs]