Climate Modeling Courses and Certifications

Combining Physical and Statistical Models in Projected Global Warming

Combining physical and statistical models to narrow uncertainty in global warming projections, focusing on Earth's energy budget and model-observation relationships for more accurate future warming estimates.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

APS Physics

Turbulence: The Great Unsolved Problem of Classical and Climate Physics

Explore turbulence as a critical unsolved problem in classical and climate physics with Professor Tapio Schneider, delving into its impact on our understanding of climate variability.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

AGU

Solving for Climate - Earth's Next Top Climate Model

Explore mathematical modeling of climate transitions with Dr. Matthew Huber, focusing on unique aspects of anthropogenic climate change and its impact on future climate predictions.

• YouTube
• 27 minutes
• On-Demand
• Free Video

AGU

Current Issues in Stochastic Weather and Climate Modeling - Part 1

Explore current issues in stochastic weather and climate modeling, focusing on vertical turbulent fluxes, probability distributions, and long-tail phenomena in precipitation and tracers.

• YouTube
• 48 minutes
• On-Demand
• Free Video

AGU

The Arctic System: From Critical Process Studies to Global Perspectives - 2012

Explore cutting-edge research on Arctic climate systems, from regional modeling to global impacts. Gain insights into processes driving Arctic change and implications for climate predictions.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Assessment of Regional and Global Climate Models in Simulating Wind Speed by Manasa Behera

Evaluation of climate models' accuracy in wind speed simulation, focusing on regional and global scales. Insights into model performance and implications for climate predictions.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Climate Change - Climate System, Energy Balance, Climate Models

Explore climate systems, energy balance, and climate models in this comprehensive lecture on climate change, offering insights into atmospheric and oceanic processes.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Kavli Institute for Theoretical Physics

Debiasing Coarse-Scale Climate Models Using Statistically Consistent Neural Networks

Explores using neural networks to improve coarse-scale climate models, addressing unresolved scales and enhancing predictions. Discusses framework, wavelet analysis, and multi-model architecture for more accurate climate simulations.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Kavli Institute for Theoretical Physics

Contained Chaos - Ensemble Consistency Testing for the Community Earth System Model

Explore ensemble consistency testing for climate models, focusing on the Community Earth System Model. Learn about statistical methods to evaluate model changes and ensure software quality in climate simulations.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Kavli Institute for Theoretical Physics

Machine Learning for Ocean Closures - Advances and Lessons - Laure Zanna - Climate-C21

Machine learning techniques for ocean modeling, exploring advances in subgrid closures, turbulent closures, and stochastic parameters to improve climate predictions and understand ocean dynamics.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Alan Turing Institute

Climate Data Science: A Tour - Professor Doug Nychka, National Center for Atmospheric Research

Explore climate data science through statistical analysis, modeling, and Earth observation techniques. Learn about climate systems, data representation, and challenges in Earth system science.

• YouTube
• 45 minutes
• On-Demand
• Free Video

The Julia Programming Language

Modeling Climate Change with MARGO - Lecture 25

Explore climate change modeling using Julia, featuring MARGO for optimization, inverse problem solving, and policy analysis. Learn computational approaches to address global warming challenges.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Alan Turing Institute

Weather and Climate Modelling - Advances and Challenges

Explore cutting-edge weather and climate modelling techniques with expert talks and Q&A from leading researchers in the field of Climate Informatics.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

NHR@FAU

Breaking Through the Barrier of Time Integration for Climate and Weather Simulations

Explore innovative time integration methods for climate and weather simulations, addressing computational challenges and improving efficiency in dynamic cores.

• YouTube
• 51 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Computational Frontiers in Weather and Climate Modeling

Explore cutting-edge computational approaches in weather and climate modeling, including high-resolution trends, digital twins, and emerging paradigms for advanced simulations.

• YouTube
• 36 minutes
• On-Demand
• Free Video