Showing 25 - 30 of 30 results
Profile Plots and Zonal Means

Profile Plots and Zonal Means

Format: Jupyter notebooks

Visualising vertical profiles of species from CAMS data to examine atmospheric layering and profile behaviour.

Plot Time Series of CAMS Data

Plot Time Series of CAMS Data

Format: Jupyter notebooks

Downloading, calculating and plotting global CO2 time series using CAMS reanalysis data.

MLWC MOOC 1: Introduction to Machine Learning in Weather and Climate

MLWC MOOC 1: Introduction to Machine Learning in Weather and Climate

Format: Interactive modules (eLearning)

Six modules introducing the main topics in machine learning in the context of weather and climate.

MLWC MOOC 2: Concepts of Machine Learning in Weather and Climate

MLWC MOOC 2: Concepts of Machine Learning in Weather and Climate

Format: Interactive modules (eLearning)

Five modules covering decision trees, deep learning, uncertainty and generative models, and physics-guided approaches.

MLWC MOOC 3: Applications of Machine Learning in Weather and Climate

MLWC MOOC 3: Applications of Machine Learning in Weather and Climate

Format: Interactive modules (eLearning)

Six modules giving ML applications in observations, forecasting, data assimilation, post-processing, ocean and more.