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publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
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publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Welcome to my website!
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Published:
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publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
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Posts by Category
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Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Posts by Collection
</div> </article> </div> CV
</div> </article> </div>
</div> </article> </div> Machine Learning for Geosciences
</div> </article> </div> Page Archive
</div> </article> </div> Poster Gallery
</div> </article> </div>
</div> </article> </div> Scientific Python for Geosciences
</div> </article> </div>
</div> </article> </div> Sitemap
</div> </article> </div> Posts by Tags
</div> </article> </div> Talk map
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</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
CV
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publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
</div> </article> </div> Machine Learning for Geosciences
</div> </article> </div> Page Archive
</div> </article> </div> Poster Gallery
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</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Machine Learning for Geosciences
</div> </article> </div> Page Archive
</div> </article> </div> Poster Gallery
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</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Page Archive
</div> </article> </div> Poster Gallery
</div> </article> </div>
</div> </article> </div> Scientific Python for Geosciences
</div> </article> </div>
</div> </article> </div> Sitemap
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</div> </article> </div> Talk map
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</div> </article> </div> Blog posts
</div> </article> </div>
</div> </article> </div>
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</div> </article> </div>
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</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
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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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
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Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Scientific Python for Geosciences
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Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
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Test post
Published:
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publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Sitemap
</div> </article> </div> Posts by Tags
</div> </article> </div> Talk map
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</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Posts by Tags
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Test post
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publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Talk map
</div> </article> </div> Talks
</div> </article> </div> Teaching
</div> </article> </div> Blog posts
</div> </article> </div>
</div> </article> </div>
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</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Talks
</div> </article> </div> Teaching
</div> </article> </div> Blog posts
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Teaching
</div> </article> </div> Blog posts
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Blog posts
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
</div> </article> </div>Posts
Test post
Published:
</div> </article> </div>portfolio
publications
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
</div> </article> </div> (MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> 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
</div> </article> </div> (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
</div> </article> </div> 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
</div> </article> </div> ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
</div> </article> </div> Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
</div> </article> </div> Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
</div> </article> </div>talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div> Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div> Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div> Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div> Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div> Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div> Climate sensitivity and the pattern effect
Published:
</div> </article> </div> The SST pattern effect on the TCR
Published:
</div> </article> </div> PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div> Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div> Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div> Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div> ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div> Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div> Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div> Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div> Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div> GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div> BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>
Test post
Published:
</div> </article> </div>portfolio
publications
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
(MScRes Thesis) El Niño-Induced Upwelling Variability in the Central Tropical Pacific Ocean
Robin Guillaume-Castel
MSc Thesis, 2020
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
(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
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
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
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
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
(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
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
ENSO diversity explains interannual variability of the pattern effect
Robin Guillaume-Castel, Paulo Ceppi, Joshua Dorrington, Benoit Meyssignac
Geophysical Research Letters, 2025
Quantifying the influence of the sea surface temperature pattern effect on transient global warming
Robin Guillaume-Castel, Benoit Meyssignac
Journal of Climate, 2025
Understanding biases and changes in European heavy precipitation using dynamical flow precursors
Joshua Oldham-Dorrington, Camille Li, Stefan P. Sobolowski and Robin Guillaume-Castel
(submitted), 2026
talks
Dynamics of the Global Energy Budget with a time–dependent Climate Feedback Parameter
Published:
</div> </article> </div>
Climate sensitivity with a time dependent climate feedback parameter.
Published:
</div> </article> </div>Dynamics of the Earth energy budget with a variable climate feedback parameter
Published:
</div> </article> </div>Dynamics of the global energy budget with a time–dependent climate feedback parameter
Published:
</div> </article> </div>
Inconsistancy in the calculation of the time dependent climate feedback parameter.
Published:
</div> </article> </div>
Observational constraints on climate sensitivity derived from the 1971-2017 global energy budget
Published:
</div> </article> </div>
Climate sensitivity and the pattern effect
Published:
</div> </article> </div>The SST pattern effect on the TCR
Published:
</div> </article> </div>PhD Defence: Influence of the sea surface temperature pattern effect on the global energy budget and on global warming
Published:
</div> </article> </div>
Assessing the impact of changing warming patterns on transient global warming
Published:
</div> </article> </div>
Quantitative impact of the pattern effect on historical warming
Published:
</div> </article> </div>
Can a neural network learn atmospheric dynamics for extreme rainfall?
Published:
</div> </article> </div>
ENSO diversity explains the interannual variability of the SST pattern effect.
Published:
</div> </article> </div>
Can a neural network learn about physics? Using Explainable AI to Understand Heavy Rainfall Predictions.
Published:
</div> </article> </div>teaching
High school Physics and English
Teacher, Bac Ninh High School, Vietnam, 2015
</div> </article> </div>Atelier Numérique de l’OMP
CNRS Internal Instructor, Observatoire Midi-Pyrénées, CNRS, France, 2020
</div> </article> </div>Python for Probabilities and Statistics
Teaching Assistant, Université Toulouse III, France, 2021
</div> </article> </div>Master’s interns Zoé Pelletier and Matthias Hersent
Supervisor, LEGOS, CNRS, France, 2022
</div> </article> </div>GFI evening course
Instructor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div>Master’s intern Lisa Valette
Co-supervisor, Geophysical Institute, University of Bergen, Norway, 2025
</div> </article> </div>BCCR Training Programme
Teacher, Bjerknes Centre for Climate Research, Norway, 2026
</div> </article> </div>