International Centre for Theoretical Sciences Courses

Application of Particle Filters on Data Assimilation

Explore particle filters in data assimilation, a powerful technique for integrating observations and forecasts to estimate atmospheric states and uncertainties in weather and climate modeling.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Data Assimilation Experiments for Operational Weather Forecast in NARL

Explore data assimilation techniques for operational weather forecasting, focusing on experiments conducted at NARL. Learn about integrating observations and short-range forecasts to improve atmospheric state estimation.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Modelling Rainfall Extremes and Floods Over Karnataka

Explore modelling techniques for rainfall extremes and floods in Karnataka, focusing on data assimilation methods and their applications in weather and climate prediction.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Bayesian Theory, Cost Function, Minimization, and Incremental Optimization in Data Assimilation

Explore data assimilation in weather and climate models, covering theory, methods, and applications. Gain hands-on experience with various techniques and their use in atmospheric and oceanic studies.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Ocean Data Assimilation - Lecture 2

Explore advanced ocean data assimilation techniques, their applications in climate modeling, and methods for integrating diverse oceanic observations to improve forecasting accuracy and understanding of marine systems.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Ocean Data Assimilation - Applications in Weather and Climate Models

Explore ocean data assimilation techniques, their applications in monitoring and understanding climate variability, and integration with atmospheric and land surface studies.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Hands-on Data Assimilation for Real World Models

Practical training on data assimilation techniques for weather and climate models, focusing on real-world applications and hands-on experience with various methodologies.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

An Overview of IMDAA Regional Reanalysis

Comprehensive exploration of IMDAA Regional Reanalysis, covering methodology, applications, and significance in atmospheric research and weather forecasting.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

Numerical Weather Prediction Methods

Explore numerical weather prediction methods, including data assimilation techniques, uncertainty estimation, and applications in atmospheric and climate modeling.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Machine Learning Meets Data Assimilation - Physics-Based Data-Driven Digital Twins

Explore the intersection of machine learning and data assimilation for creating physics-based, data-driven digital twins in weather and climate modeling.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Hands-on Satellite Radiance Assimilation - Workshop on Data Assimilation in Weather and Climate Models

Explore satellite radiance assimilation techniques for weather and climate modeling. Gain practical skills in integrating remote sensing data to improve atmospheric state estimation and forecasting accuracy.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Overview of Data Assimilation in Operational Forecast of NCMRWF

Explore data assimilation techniques in operational weather forecasting, focusing on NCMRWF's approach to integrating observations and short-range predictions for accurate atmospheric state estimation.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

Satellite Data Assimilation - Techniques and Applications

Explore satellite data assimilation techniques for weather and climate modeling, focusing on theory, methods, and practical applications in atmospheric and oceanic sciences.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Data Assimilation and Dynamical Systems in Earth Sciences - Lecture 2

Explore data assimilation in Earth sciences, focusing on dynamical systems and their applications in weather and climate modeling. Learn theoretical foundations and practical implementations.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Data Assimilation and Dynamical Systems in Earth Sciences

Explore data assimilation in Earth sciences, covering theory, methods, and applications in weather, climate, and environmental monitoring. Gain hands-on experience with various techniques and uncertainty estimation.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video