Sunday
10:39 UTC
12:39 CEST
Forecast Models
AI/ML
vs
PDE
Cloudy with a Chance of Error ... 😉
Basic Model Information PDE/AI
DWD PDE NWP ICON
1
2
NOAA PDE NWP GFS
1
2
3
ECMWF PDE NWP IFS
1
2
DWD
AI-Based Data Assimilation
ECMWF AIFS
1
2
3
4
Fudan FuXi
1
2
3
4
5
6
Huawei Pangu
1
2
3
4
5
6.de
7.de
Huawei Zhiji
1
2
3
4
5
6
Google GraphCast
1
2
3
4
5
6
Google SEEDS Ensbl
1
2
Nvidia FourCastNet
1
2
ECMWF Model Menus
IFS
and
AI/ML
1
Accumulated Precipitation 👍
PDE IFS
Accumulated Precipitation
AI AIFS
Accumulated Precipitation
AI FuXi
Accumulated Precipitation
AI GraphCast
Accumulated Precipitation
2
MSL Pressure/Precipitation
PDE IFS
MSLP Precipitation
AI AIFS
MSLP Precipitation
AI FuXi
MSLP Precipitation
AI GraphCast
MSLP Precipitation
3
Geopotential/Temperature @ LVL selectable
PDE IFS
Geop Temp @ 500 set
AI AIFS
Geop Temp @ 500 set
AI FuXi
Geop Temp @ 500 set
AI GraphCast
Geop Temp @ 500 set
PDE IFS
Geop Temp @ 850 set
AI AIFS
Geop Temp @ 850 set
AI FuXi
Geop Temp @ 850 set
AI GraphCast
Geop Temp @ 850 set
PDE IFS
Geop Temp @ MSL set
AI AIFS
Geop Temp @ MSL set
AI FuXi
Geop Temp @ MSL set
AI GraphCast
Geop Temp @ MSL set
4
Temperature T2m/Wind F10M
PDE IFS
Temp T2m Wind FF10
AI AIFS
Temp T2m Wind FF10
AI Pangu
Temp T2m Wind FF10
AI FuXi
Temp T2m Wind FF10
AI GraphCast
Temp T2m Wind FF10
AI 4CastNet
Temp T2m Wind FF10
5
Geopotential 500/Temperature 850
AI AIFS
H500 T850
AI FuXi
H500 T850
AI GraphCast
H500 T500
6
MSL Pressure/Wind 850
AI AIFS
MSLP F850
AI Pangu
MSLP F850
AI GCast
MSLP F850
AI 4CastNet
MSLP F850
7
Pressure/Wind @ various levels
AI AIFS
Pres Wind
Links to Introductory Information
0
AI FAQ...
1
AI Everything about AI Forecasting Models
2
AI Weather Forecasting Can’t Replace Humans — Yet
3
AI How AI is Revolutionizing Weather Forecasting
4
AI can now outperform conventional Weather Forecasting
5
AI Google study: AI outperforms classic weather forcasting
6
AI and Uncertainty in Weather Forecasting
7
AI Can AI Weather Models simulate the Butterfly Effect? LMU
8
AI Can AI Weather Models simulate the Butterfly Effect? PDF
9
AI Weather Models can't simulate the Butterfly Effect. LMU
10
AI Harvard 👍
11
AI Climate Forecast
12
AI Video: Can AI help us predict extreme weather?
13
AI What if AI could save lifes?
14
AI LiveScience on Google AI to predict Weather Catastrophes
15
AI Is AI capable of forecasting natural disasters?
16
AI captured destructive path of TS Ciaran Nov 2023
17
AI better than NWP? Case study TS Ciaran
18
AI for weather-dependent energy trading
19
AI CEPSA Spanish Energy Provider
20
AI atmo.ai offers jobs for AI in Meteorology
21
AI Nvidia Predicting Weather with AI
22
AI Huawei Pangu Model Accurate medium-range Forecast
23
AI Huawei Pangu Model published in Nature
24
AI Huawei Cloud and Shenzhen Announce Regional AI Model
25
AI Huawei Zhiji Model challenges traditional Weather Forecast
26
AI Media Reaction and Comments on AI Weather Forecasting
27
AI Limitations of AI in Weather Forecasting
28
AI and the Future of Weather Forecasting
29
AI Weather Forecasting is having an AI Moment
30
AI Climate Change could stump AI Weather Prediction
More to come ...