Explainable AI shows that a neural network learns extratropical cyclones as predictors of heavy precipitation.
Robin Guillaume-Castel, Camille Li and Stefan Sobolowski
(submitted), 2026
Submitted
Scale-dependent upwelling dynamics on coral reefs: what satellites don’t see.
Danielle L. Spring, Michael D. Fox, J. A. Mattias Green, Robin Guillaume-Castel, Ronan C. Roche, Laura E. Richardson, Gage Mele, Eesaa Harris, John R. Turner and Gareth J. Williams
(submitted), 2026
Peer-reviewed Journal Articles
2026
Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Oldham-Dorrington, Joshua, Camille Li, Stefan Sobolowski, and Robin Guillaume-Castel. "Understanding biases and changes in European heavy precipitation using dynamical flow precursors." Weather and Climate Dynamics 7, no. 2 (2026): 633-657
Weather and Climate Dynamics, 2026
2025
ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
Climate change impacts to upwelling and shallow reef nutrient sources across an oceanic archipelago
Danielle Spring, Michael Fox, JA Mattias Green, Robin Guillaume-Castel, Zoe Jacobs, Ronan Roche, John Turner, Gareth Williams
Limnology and Oceanography, 2025
2023
Time-variations of the climate feedback parameter $lambda$ are associated with the Pacific Decadal Oscillation
Benoit Meyssignac, Jonathan Chenal, Norman Loeb, Robin Guillaume-Castel, Aur{\'e}lien Ribes
Communications Earth & Environment, 2023
Time-variations of the climate feedback parameter λ are associated with the Pacific Decadal Oscillation
Benoit Meyssignac, Jonathan Chenal, Norman Loeb, Robin Guillaume-Castel, Aurélien Ribes
Communications Earth & Environment, 2023
Revisiting the global energy budget dynamics with a multivariate Earth energy balance model to account for the warming pattern effect
Benoit Meyssignac, Robin Guillaume-Castel, Rémy Roca
Journal of Climate, 2023
Ocean currents magnify upwelling and deliver nutritional subsidies to reef-building corals during El Niño heatwaves
Michael Fox, Robin Guillaume-Castel, Clinton Edwards, Jess Glanz, Jamison Gove, JA Green, Ellis Juhlin, Jennifer Smith, Gareth Williams
Science Advances, 2023
2022
Observational constraint on the climate sensitivity to atmospheric CO 2 concentrations changes derived from the 1971–2017 global energy budget
Jonathan Chenal, Benoit Meyssignac, Aurélien Ribes, Robin Guillaume-Castel
Journal of Climate, 2022
2021
Quantifying upwelling in tropical shallow waters: A novel method using a temperature stratification index
Robin Guillaume-Castel, Gareth Williams, Justin Rogers, Jamison Gove, JA Mattias Green
Limnology and Oceanography: Methods, 2021
2020
Nitrate supply and uptake in the Atlantic Arctic sea ice zone: seasonal cycle, mechanisms and drivers
Sian Henley, Marie Porter, Laura Hobbs, Judith Braun, Robin Guillaume-Castel, Emily Venables, Estelle Dumont, Finlo Cottier
Philosophical Transactions of the Royal Society A, 2020
Theses
(PhD Thesis) Influence of the sea surface temperature pattern effect on the global top of the atmosphere energy budget and on global warming
Robin Guillaume-Castel
PhD Thesis - Université de Toulouse III - Paul Sabatier, 2023
(MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
Outreach
(French) Mesurer le déséquilibre énergétique de la planète pour évaluer la sensibilité du climat aux émissions de gaz à effet de serre
Benoît Meyssignac, Jonathan Chenal, Robin Guillaume-Castel, Alejandro Blazquez, Sébastien Fourest
La Météorologie, 2021