Climate Modeling Courses and Certifications

Alan Turing Institute

Sequential Design Based on Mutual Information for Computer Experiments - Joakim Beck, KAUST

Explore uncertainty quantification using Gaussian Process emulators for complex systems. Learn about sequential design methods, mutual information criteria, and applications in climate, tsunami, and earthquake modeling.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

Alan Turing Institute

Known Boundary Emulation of Complex Computer Models - Ian Vernon, Cambridge

Explore efficient methods for emulating complex computer models using Known Boundary Emulation, focusing on uncertainty quantification and applications in climate, tsunami, and earthquake problems.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Alan Turing Institute

Pragmatically Ambitious Multiscale Global Temperature Reconstruction - Finn Lindgren, Edinburgh

Explore pragmatic approaches to global temperature reconstruction using multiscale models, data sources, and statistical techniques for uncertainty quantification and bias correction.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course

Kavli Institute for Theoretical Physics

Oceans in a Warming Climate - Understanding Sea Level Rise and Climate Projections

Explore ocean physics in climate change, focusing on sea level patterns and improving climate simulations through machine learning and physics integration for more accurate projections.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

AGU

Global Environmental Change Section Early-Career & Mid-Career Award Lecture - II

Exploración de los impactos de los aerosoles en la salud y el clima, mecanismos de formación de partículas, y dinámica del carbono en suelos y bosques. Análisis de modelos climáticos y observaciones para comprender mejor estos procesos ambientales comple…

• YouTube
• 54 minutes
• On-Demand
• Conference Talk

AGU

Data Analytics and Machine Learning Innovation for Climate and Earth Surface Processes

Explore innovative data analytics and machine learning techniques for climate and Earth surface processes, focusing on big data challenges and opportunities in Earth system modeling and predictability.

• YouTube
• 2 hours 27 minutes
• On-Demand
• Conference Talk

Serious Science

Climate

Comprehensive exploration of climate science, covering water security, species impact, human influence, modeling, and future projections. Experts discuss key topics in environmental studies.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

The Story of Climate Change

Explore the history of climate science, from early discoveries to modern models, and understand the current global climate crisis and its ethical implications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

A Scientific Summary of the 2021 Nobel Prize in Physics

Explore complex systems, climate modeling, and statistical mechanics with insights from a Nobel Prize committee member. Gain a graduate-level understanding of interconnected physical phenomena.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Chance and Chaos - How to Predict the Unpredictable by Jens Marklof

Explore chaos theory, unpredictability, and mathematical tools for analyzing chaotic systems. Discover applications in weather forecasting, statistical physics, and everyday phenomena like coin tosses and bread kneading.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Machine Learning Methods for Climate Science - Lecture 4

Explore machine learning applications in climate science, focusing on advanced techniques for analyzing and predicting complex atmospheric and oceanic processes.

• YouTube
• 1 hour 41 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Machine Learning Methods for Climate Science - Lecture 3

Explore machine learning applications in climate science, focusing on advanced techniques for analyzing and predicting complex atmospheric and oceanic processes.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

The Role of Convection and Turbulence in the Ocean Circulation and Modelling by Bishakhdatta Gayen

Explores convection and turbulence in ocean circulation, focusing on their impact and modeling techniques. Discusses fluid dynamics and its influence on climate processes.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Possible Influences of External Factors on the Indian Summer Monsoon by Suvarna Fadnavis

Explore external factors influencing the Indian Summer Monsoon, including climate dynamics, atmospheric processes, and potential impacts on regional weather patterns and precipitation.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

International Centre for Theoretical Sciences

Large-Scale Ocean Circulation and Climate - Deep Convection and Overturning by Anand Gnanadesikan

Explore deep ocean convection and overturning circulation, their impact on large-scale ocean dynamics, and their crucial role in regulating global climate patterns.

• YouTube
• 52 minutes
• On-Demand
• Free Online Course