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 -- 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)CloudsQNH (hPa)Visibility (miles)Windspeed (kts)Degrees TrueFlight Category
10/22/2019 8:20:00 PM13.010.0 0.0CAVOK10226.216.030VFR

NeuralMET Forecasts (via FlyLogical Deep Learning Neural Networks, refreshed every half-hour or so)

Hours aheadDate & Time (UTC)Temp. (C)Dewpoint (C)Cloud base (ft)Clouds (oktas)CloudsQNH (hPa)Visibility (miles)Windspeed (kts)Degrees True Flight Category
0.510/22/2019 8:50:00 PM13.09.850540.0CLR10236.056.166VFR
110/22/2019 9:20:00 PM13.19.948510.4CLR10225.865.754VFR
310/22/2019 11:20:00 PM11.79.748410.5CLR10225.914.656VFR
610/23/2019 2:20:00 AM13.89.745460.5CLR10226.394.946VFR
1210/23/2019 8:20:00 AM12.79.143280.9FEW10235.875.568VFR
2410/23/2019 8:20:00 PM12.57.746590.3CLR10276.337.071VFR
3610/24/2019 8:20:00 AM9.66.242971.1FEW10275.826.6101VFR
4810/24/2019 8:20:00 PM11.87.946700.3CLR10256.457.7135VFR
7210/25/2019 8:20:00 PM11.88.140341.0FEW10236.096.3144VFR

Forecast Historical Performance

Neural Network Forecast average errors (rms) since last model update on 2019-09-15 10:20:15. Naive estimate (ZOH) errors in square brackets for comparison. Standard deviation of observations in round brackets.
Hours aheadSamples (in avg)Temp. (C)Dewpoint (C)Cloud base (ft)Clouds (oktas)QNH (hPa)Visibility (miles)Windspeed (kts)Degrees True
0.570.4 [0.7] (2.1)0.6 [0.4] (2.1)1007 [1177] (1612)0.5 [0.6] (1.4)1 [1] (5)0.38 [0.00] (0.34)1.9 [2.1] (2.9)46 [5] (85)
1160.8 [0.6] (2.1)0.8 [0.6] (2.1)689 [551] (1612)0.9 [0.6] (1.4)1 [0] (5)0.35 [0.31] (0.34)1.4 [1.6] (2.9)62 [72] (85)
3211.3 [1.7] (2.1)1.5 [1.8] (2.1)1415 [1538] (1612)1.3 [1.5] (1.4)1 [1] (5)0.39 [0.00] (0.34)2.4 [2.7] (2.9)71 [85] (85)
6192.5 [2.2] (2.1)2.6 [1.4] (2.1)1444 [1938] (1612)1.5 [2.0] (1.4)2 [2] (5)0.72 [0.32] (0.34)3.0 [3.0] (2.9)87 [92] (85)
12252.5 [3.7] (2.1)2.7 [3.3] (2.1)1592 [2606] (1612)1.2 [1.9] (1.4)5 [3] (5)0.75 [0.57] (0.34)3.8 [5.6] (2.9)114 [116] (85)
24273.3 [2.4] (2.1)4.7 [3.4] (2.1)1498 [2517] (1612)1.7 [2.2] (1.4)9 [4] (5)0.58 [0.55] (0.34)3.4 [3.7] (2.9)88 [105] (85)
36242.7 [3.6] (2.1)4.6 [3.5] (2.1)1853 [2157] (1612)1.7 [2.3] (1.4)9 [7] (5)0.57 [0.57] (0.34)2.9 [3.8] (2.9)99 [136] (85)
48173.7 [2.3] (2.1)4.6 [2.5] (2.1)1355 [1882] (1612)1.7 [2.2] (1.4)10 [9] (5)0.87 [0.30] (0.34)2.0 [3.6] (2.9)112 [91] (85)
72183.3 [1.8] (2.1)5.2 [3.0] (2.1)1919 [2714] (1612)1.5 [1.3] (1.4)10 [8] (5)1.20 [0.00] (0.34)2.8 [5.3] (2.9)106 [119] (85)

Forecast Charts

Forecast Historical Performance Charts

[Click here for recent plots of historical performance for all ICAOs]