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
11/21/2019 7:50:00 PM3.02.0 0.0CLR10094.973.0220MVFR

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
0.511/21/2019 8:20:00 PM3.41.444700.2CLR10104.943.9143MVFR
111/21/2019 8:50:00 PM3.41.638140.9FEW10104.683.1135MVFR
311/21/2019 10:50:00 PM3.52.537671.6FEW10114.323.9122MVFR
611/22/2019 1:50:00 AM5.22.427322.1FEW10113.466.9113MVFR
1211/22/2019 7:50:00 AM4.82.323883.7SCT10103.768.399MVFR
2411/22/2019 7:50:00 PM5.14.813193.7SCT10124.587.2138MVFR
3611/23/2019 7:50:00 AM5.11.111442.5SCT10133.887.1104MVFR
4811/23/2019 7:50:00 PM5.44.225041.8FEW10145.996.5101MVFR
7211/24/2019 7:50:00 PM6.64.540402.7SCT10146.407.7113VFR

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
0.5140.7 [0.7] (4.2)0.8 [0.5] (3.9)1126 [1171] (1776)0.6 [0.6] (1.6)1 [1] (6)0.54 [0.33] (1.01)1.6 [1.8] (3.0)51 [45] (87)
1350.8 [0.7] (4.2)0.7 [0.5] (3.9)962 [910] (1776)1.2 [1.0] (1.6)1 [1] (6)0.35 [0.23] (1.01)2.0 [1.9] (3.0)70 [82] (87)
3561.6 [1.8] (4.2)1.4 [1.3] (3.9)1683 [1847] (1776)1.7 [2.0] (1.6)2 [1] (6)1.17 [1.45] (1.01)2.1 [2.7] (3.0)74 [96] (87)
6552.4 [3.2] (4.2)1.9 [1.5] (3.9)1550 [2008] (1776)1.6 [2.6] (1.6)3 [2] (6)1.31 [1.20] (1.01)2.9 [3.4] (3.0)84 [102] (87)
12553.3 [4.2] (4.2)2.4 [2.6] (3.9)1931 [2741] (1776)1.5 [2.6] (1.6)4 [4] (6)1.15 [1.30] (1.01)4.0 [5.2] (3.0)102 [111] (87)
24542.8 [2.3] (4.2)4.1 [2.8] (3.9)1755 [2293] (1776)1.6 [2.4] (1.6)8 [6] (6)1.19 [1.25] (1.01)3.1 [4.0] (3.0)89 [120] (87)
36572.7 [3.9] (4.2)4.1 [3.1] (3.9)1905 [2531] (1776)1.9 [2.4] (1.6)9 [7] (6)0.85 [0.95] (1.01)3.3 [4.3] (3.0)91 [131] (87)
48492.9 [2.4] (4.2)3.4 [2.3] (3.9)1553 [1814] (1776)1.3 [1.9] (1.6)10 [8] (6)1.32 [1.01] (1.01)3.1 [3.3] (3.0)96 [120] (87)
72483.0 [2.1] (4.2)4.0 [2.7] (3.9)1858 [2580] (1776)2.0 [2.6] (1.6)9 [7] (6)1.54 [1.26] (1.01)3.4 [4.8] (3.0)89 [124] (87)

Forecast Charts

Forecast Historical Performance Charts

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