2003T. N. Palmer
Predicting Uncertainty in Forecasts of Weather and Climate
European Centre for Medium-Range Weather Forecasts
techreport
Relevant Papers
Referanser for prosjektet hentet fra en BibTeX-fil.
2021IPCC
Summary for Policymakers
Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change
Accessed 2026-03-03
incollection10.1017/9781009157896.001
n.d.David Tong
Fluid Dynamics
Lecture notes, Department of Applied Mathematics and Theoretical Physics, University of Cambridge
Accessed from DAMTP course notes
misc
National Weather Service
National Weather Service history timeline
NOAA, U.S. Department of Commerce
Accessed March 29, 2026
misc
2025Zhang, Huijun et al.
Machine Learning Methods for Weather Forecasting: A Survey
Atmosphere
article10.3390/atmos16010082
1970Hoerl, Arthur E. et al.
Ridge Regression: Biased Estimation for Nonorthogonal Problems
Technometrics
article10.1080/00401706.1970.10488634
7. april 2026Murel, Jacob et al.
What Is Multicollinearity?
IBM
online
2001Breiman, Leo
Random Forests
Machine Learning
article10.1023/A:1010933404324
1995Cortes, Corinna et al.
Support-Vector Networks
Machine Learning
article10.1007/BF00994018
1998LeCun, Yann et al.
Gradient-Based Learning Applied to Document Recognition
Proceedings of the IEEE
article10.1109/5.726791
1997Hochreiter, Sepp et al.
Long Short-Term Memory
Neural Computation
article10.1162/neco.1997.9.8.1735
2017Vaswani, Ashish et al.
Attention Is All You Need
Advances in Neural Information Processing Systems
inproceedings
2023Bi, Kaifeng et al.
Accurate medium-range global weather forecasting with 3D neural networks
Nature
article10.1038/s41586-023-06185-3
2024Bremnes, John Bjørnar et al.
Evaluation of forecasts by a global data-driven weather model with and without probabilistic post-processing at Norwegian stations
Nonlinear Processes in Geophysics
article10.5194/npg-31-247-2024
2019Chen, Buo-Fu et al.
Estimating Tropical Cyclone Intensity by Satellite Imagery Utilizing Convolutional Neural Networks
Weather and Forecasting
article10.1175/WAF-D-18-0136.1
2020Xiang, Zhongrun et al.
A Rainfall-Runoff Model With LSTM-Based Sequence-to-Sequence Learning
Water Resources Research
article10.1029/2019WR025326
14. april 2026European Centre for Medium-Range Weather Forecasts
Changes to ECMWF Models
ECMWF
online
14. april 2026NASA Glenn Research Center
The Navier-Stokes Equations
NASA
online
2020Weyn, Jonathan A. et al.
Improving Data-Driven Global Weather Prediction Using Deep Convolutional Neural Networks on a Cubed Sphere
Journal of Advances in Modeling Earth Systems
article10.1029/2020MS002109
2023Badrinath, Anirudhan et al.
Improving Precipitation Forecasts with Convolutional Neural Networks
Weather and Forecasting
article10.1175/WAF-D-22-0002.1
2025Leclerc, A. et al.
Improving predictions of convective storm wind gusts with deep learning and numerical weather models
npj Climate and Atmospheric Science
article10.1038/s44304-025-00142-y
4. september 2026Fernholz, Tim
Google's latest AI weather model gives you no excuse to forget your umbrella
TechCrunch
online
2026Bakketun, Åsmund et al.
Enhancing a high resolution data-driven weather prediction model with surface descriptors
arXiv preprint arXiv:2607.02824
misc10.48550/arXiv.2607.02824