A Temporal Bias Correction using a Machine Learning Attention model

no code implementations • 21 Feb 2024 • Omer Nivron, Damon J. Wischik, Mathieu Vrac, Emily Shuckburgh

As a result, climate statistics with long-range temporal properties, such as heatwave duration and frequency, cannot be corrected accurately, making it more difficult to produce reliable impact studies on such climate statistics.

A locally time-invariant metric for climate model ensemble predictions of extreme risk

no code implementations • 26 Nov 2022 • Mala Virdee, Markus Kaiser, Emily Shuckburgh, Carl Henrik Ek, Ieva Kazlauskaite

Adaptation-relevant predictions of climate change are often derived by combining climate model simulations in a multi-model ensemble.