Summary for Policymakers
IPCC • 2021
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
Relevant Papers
Referanser for prosjektet hentet fra en BibTeX-fil.
incollection
Predicting Uncertainty in Forecasts of Weather and Climate
T. N. Palmer • 2003
European Centre for Medium-Range Weather Forecasts
Fluid Dynamics
David Tong • n.d.
Lecture notes, Department of Applied Mathematics and Theoretical Physics, University of Cambridge
Accessed from DAMTP course notes
National Weather Service history timeline
National Weather Service
NOAA, U.S. Department of Commerce
Accessed March 29, 2026
Machine Learning Methods for Weather Forecasting: A Survey
Zhang, Huijun et al. • 2025
Atmosphere
Ridge Regression: Biased Estimation for Nonorthogonal Problems
Hoerl, Arthur E. et al. • 1970
Technometrics
What Is Multicollinearity?
Murel, Jacob et al. • 7. april 2026
IBM
Random Forests
Breiman, Leo • 2001
Machine Learning
Support-Vector Networks
Cortes, Corinna et al. • 1995
Machine Learning
Gradient-Based Learning Applied to Document Recognition
LeCun, Yann et al. • 1998
Proceedings of the IEEE
Long Short-Term Memory
Hochreiter, Sepp et al. • 1997
Neural Computation
Attention Is All You Need
Vaswani, Ashish et al. • 2017
Advances in Neural Information Processing Systems
Accurate medium-range global weather forecasting with 3D neural networks
Bi, Kaifeng et al. • 2023
Nature
Evaluation of forecasts by a global data-driven weather model with and without probabilistic post-processing at Norwegian stations
Bremnes, John Bjørnar et al. • 2024
Nonlinear Processes in Geophysics
Estimating Tropical Cyclone Intensity by Satellite Imagery Utilizing Convolutional Neural Networks
Chen, Buo-Fu et al. • 2019
Weather and Forecasting
A Rainfall-Runoff Model With LSTM-Based Sequence-to-Sequence Learning
Xiang, Zhongrun et al. • 2020
Water Resources Research
Changes to ECMWF Models
European Centre for Medium-Range Weather Forecasts • 14. april 2026
ECMWF
The Navier-Stokes Equations
NASA Glenn Research Center • 14. april 2026
NASA
Improving Data-Driven Global Weather Prediction Using Deep Convolutional Neural Networks on a Cubed Sphere
Weyn, Jonathan A. et al. • 2020
Journal of Advances in Modeling Earth Systems
Improving Precipitation Forecasts with Convolutional Neural Networks
Badrinath, Anirudhan et al. • 2023
Weather and Forecasting
Improving predictions of convective storm wind gusts with deep learning and numerical weather models
Leclerc, A. et al. • 2025
npj Climate and Atmospheric Science
Enhancing a high resolution data-driven weather prediction model with surface descriptors
Bakketun, Åsmund et al. • 2026
arXiv preprint arXiv:2607.02824