Climate & Ocean Physics @ NYU
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Figure by Emily Newsom
Publications
Type
1
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6
Date
2023
2022
2021
2020
2019
2018
2017
2016
2015
2014
2013
2012
2011
2010
2008
2005
C. Pedersen
,
J. Bruna
,
Laure Zanna
(2023).
Reliable coarse-grained turbulent simulations through combined offline learning and neural emulation
.
ICML, Workshop on The Synergy of Scientific and Machine Learning Modeling
, arXiv:2307.13144.
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A. Sane
,
B. G. Reichl
,
A. Adcroft
,
Laure Zanna
(2023).
Parameterizing Vertical Mixing Coefficients in the Ocean Surface Boundary Layer using Neural Networks
.
Submitted to JAMES; arXiv:2306.09045
.
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DOI
K. Jakhar
,
Y. Guan
,
R. Mojgani
,
A. Chattopadhyay
,
P. Hassanzadeh
,
Laure Zanna
(2023).
Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges
.
Submitted to JAMES; arXiv.2306.05014
.
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DOI
C. Zhang
,
Pavel Perezhogin
,
C. Gultekin
,
A. Adcroft
,
C. Fernandez-Granda
,
Laure Zanna
(2023).
Implementation and Evaluation of a Machine Learned Mesoscale Eddy Parameterization into a Numerical Ocean Circulation Model
.
Submitted to JAMES, arXiv:2303.00962
.
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DOI
Pavel Perezhogin
,
C. Fernandez-Granda
,
Laure Zanna
(2023).
Generative data-driven approaches for stochastic subgrid parameterizations in an idealized ocean model
.
Submitted to JAMES; arxiv.org/abs/2302.07984
.
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DOI
Fabrizio Falasca
,
Andrew Brettin
,
Laure Zanna
,
S. M. Griffies
,
J. Yin
,
M. Zhao
(2023).
Exploring the non-stationarity of coastal sea level probability distributions
.
Env. Data Sci
, 2, E16. doi:10.1017/eds.2023.10.
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DOI
G. Camps-Valls
,
A. Gerhardus
,
U. nimad
,
G. Varando
,
G. Martius
,
E. Balaguer-Ballester
,
R. Vinuesa
,
E. Diaz
,
Laure Zanna
,
J. Runge
(2023).
Discovering causal relations and equations from data
.
Submitted, arXiv:2305.13341
.
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DOI
W. Gregory
,
M. Bushuk
,
A. Adcroft
,
Y. Zhang
,
Laure Zanna
(2023).
Deep learning of systematic sea ice model errors from data assimilation increments
.
Submitted to JAMES; arXiv.2304.03832
.
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DOI
K. Otness
,
J. Bruna
,
Laure Zanna
(2023).
Data-driven multiscale modeling of subgrid parameterizations in climate models
.
ICLR, Workshop on Climate Change AI
, arXiv:2303.17496.
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S. Yu
(2023).
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators
.
Submitted to NeurIPS; arXiv.2306.08754
.
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DOI
Fabrizio Falasca
,
Pavel Perezhogin
,
Laure Zanna
(2023).
Causal inference in spatiotemporal climate fields through linear response theory
.
Submitted to Phys. Rev. Letter
, arXiv.2306.14433.
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DOI
Emily Newsom
,
Laure Zanna
,
J. M. Gregory
(2023).
Background Pycnocline depth constrains Future Ocean Heat Uptake Efficiency
.
Submitted to GRL
, arXiv:2307.11902.
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Q. Wu
,
Laure Zanna
,
S. Khatiwala
(2023).
An observationally-based estimate of global ocean heat uptake closes the time-varying global energy budget since 1880
.
Submitted, Proc. Natl. Acad. Sci.
.
PDF
J. M. Gregory
,
J. S. Bloch-Johnson
,
M. P. Couldrey
,
E. Exarchou
,
S. M. Griffies
,
T. Kuhlbrodt
,
E. Newsom
,
O. A. Saenko
,
T. Suzuki
,
Q. Wu
,
S. Urakawa
,
Laure Zanna
(2023).
A new conceptual model of global ocean heat uptake
.
Submitted, Clim. Dyn.
.
Aurora Basinski
,
Laure Zanna
(2023).
Estimating freshwater flux amplification with ocean tracers via linear response theory
.
ESD in review,10.5194/esd-2023-14
.
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DOI
Andrew Ross
,
Ziwei Li
,
Pavel Perezhogin
,
C. Fernandez-Granda
,
Laure Zanna
(2023).
Benchmarking of machine learning ocean subgrid parameterizations in an idealized model
.
JAMES, 15, e2022MS003258
.
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DOI
H. Christensen
,
Laure Zanna
(2022).
Parametrization in Weather and Climate Models
.
Oxford Research Encyclopedia of Climate Science
.
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DOI
Elizabeth Yankovsky
,
Laure Zanna
,
K. S. Smith
(2022).
Influences of Mesoscale Ocean Eddies on Flow Vertical Structure in a Resolution-Based Model Hierarchy
.
Journal of Advances in Modeling Earth Systems, 14, e2022MS003203
.
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DOI
G. Marques
,
Nora Loose
,
Elizabeth Yankovsky
,
J. Steinberg
,
C.Y. Chang
,
N. Bhamidipati
,
A. Adcroft
,
B. Fox-Kemper
,
S. M. Griffies
,
R. Hallberg
,
M. Jansen
,
H. Khatri
,
Laure Zanna
(2022).
NeverWorld2: An idealized model hierarchy to investigate ocean mesoscale eddies across resolutions
.
Geoscientific Model Development
.
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DOI
L. Cheng
,
K. von Schuckmann
,
J.P. Abraham
,
K. E. Trenberth
,
M. E. Mann
,
Laure Zanna
,
M. H. England
,
J. D. Zika
,
J. T. Fasullo
,
Y. Yu
,
Y. Pan
,
J. Zhu
,
Emily Newsom
,
B. Bronselaer
,
X. Lin
(2022).
Past and future ocean warming
.
Nature Reviews Earth & Environment
.
PDF
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DOI
M. P. Couldrey
,
J. M. Gregory
,
X. Dong
,
O. Garuba
,
H. Haak
,
A. Hu
,
W. J. Hurlin
,
J. Jin
,
J. Jungclaus
,
A. Köhl
,
H. Liu
,
S. Ojha
,
O. A. Saenko
,
A. Savita
,
T. Suzuki
,
Z. Yu
,
Laure Zanna
(2022).
Greenhouse-gas forced changes in the Atlantic meridional overturning circulation and related worldwide sea-level change
.
Climate Dynamics
.
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DOI
S. Liu
,
A. Kaku
,
W. Zhu
,
M. Leibovich
,
S. Mohan
,
B. Yu
,
Laure Zanna
,
N. Razavian
,
C. Fernandez-Granda
(2022).
Deep Probability Estimation
.
Proceedings of Machine Learning Research
.
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R. Chemke
,
Laure Zanna
,
C. Orbe
,
L.T. Sentman
,
L.M. Polvani
(2022).
The future intensification of the North Atlantic winter storm track: the key role of dynamic ocean coupling
.
Journal of Climate, 35(8), 2407-2421
.
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DOI
Emily Newsom
,
Laure Zanna
,
S. Khatiwala
,
J. M. Gregory
(2022).
The Influence of Warming Patterns on Passive Ocean Heat Uptake
.
Geophysical Research Letters, 47, e2020GL088429
.
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DOI
Emily Newsom
,
Laure Zanna
,
S. Khatiwala
(2022).
Relating patterns of added and redistributed ocean warming
.
Journal of Climate, 1-41
.
PDF
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DOI
Nora Loose
,
R. Abernathey
,
I. Grooms
,
J. Busecke
,
A. Guillaumin
,
Elizabeth Yankovsky
,
G. Marques
,
J. Steinberg
,
Andrew Ross
,
H. Khatri
,
S. Bachman
,
Laure Zanna
,
P. Martin
(2022).
GCM-Filters: A Python Package for Diffusion-based Spatial Filtering of Gridded Data
.
Journal of Open Source Software,7,70,3947
.
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DOI
J. Wang
,
J. Church
,
X. Zhang
,
J. M. Gregory
,
Laure Zanna
,
X. Chen
(2021).
Evaluation of the Local Sea-Level Budget at Tide Gauges Since 1958
.
GRL, 48, e2021GL094502
.
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DOI
Laure Zanna
,
T. Bolton
(2021).
Deep Learning of Unresolved Turbulent Ocean Processes in Climate Models
.
In Deep learning for the Earth Sciences (eds G. Camps-Valls, D. Tuia, X.X. Zhu and M. Reichstein)
.
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DOI
A. Guillaumin
,
Laure Zanna
(2021).
Stochastic-Deep Learning Parameterization of Ocean Momentum Forcing
.
JAMES, 13, e2021MS002534
.
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DOI
M. Couldrey
,
J. M. Gregory
,
F. B. Dias
,
P. Dobrohotoff
,
C. M. Domingues
,
O. Garuba
,
S. M. Griffies
,
H. Haak
,
A. Hu
,
M. Ishii
,
J. Jungclaus
,
A. Köhl
,
S. J. Marsland
,
S. Ojha
,
O. A. Saenko
,
A. Savita
,
A. Shao
,
D. Stammer
,
T. Suzuki
,
A. Todd
,
Laure Zanna
(2020).
What causes the spread of model projections of sea level change in response to greenhouse gas forcing?
.
Clim Dyn, 56, 155–187.
.
PDF
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DOI
H. Hewitt
,
M. Roberts
,
P. Mathiot
,
A. Biastoch
,
E. Blockley
,
E. P. Chassignet
,
B. Fox-Kemper
,
P. Hyder
,
D. P. Marshall
,
E. Popova
,
A.-M. Treguier
,
Laure Zanna
,
A. Yool
,
Y. Yu
,
R. Beadling
,
M. Bell
,
T. Kuhlbrodt
,
T. Arsouze
,
A. Bellucci
,
F. Castruccio
,
B. Gan
,
D. Putrasahan
,
C. D. Roberts
,
L. Van Roekel
,
Q. Zhang
(2020).
Resolving and Parameterising the Ocean Mesoscale in Earth System Models
.
Current Climate Change Reports, 6, 137–152
.
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DOI
T. Frederikse
,
F. Landerer
,
L. Caron
,
S. Adhikari
,
D. Parkes
,
V. W. Humphrey
,
S. Dangendorf
,
P. Hogarth
,
Laure Zanna
,
L. Cheng
,
Y. Wu
(2020).
The causes of sea-level rise since 1900
.
Nature, 584, 393–397
.
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DOI
M. Byrne
,
Laure Zanna
(2020).
Radiative effects of clouds and water vapor on the monsoon
.
J. of Climate, 33 (20): 8789–8811
.
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DOI
B. Bronselaer
,
Laure Zanna
(2020).
Heat and carbon coupling reveals ocean warming due to circulation changes
.
Nature, 584, 227–233
.
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DOI
Laure Zanna
,
T. Bolton
(2020).
Data-Driven Equation Discovery of Ocean Mesoscale Closures
.
GRL, 47, e2020GL088376
.
PDF
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DOI
A. Todd
,
Laure Zanna
,
M. P. Couldrey
,
J. M. Gregory
,
Q. Wu
,
J. Church
,
R. Farneti
,
R. Navarro-Labastida
,
K. Lyu
,
O. A. Saenko
,
D. Yang
,
X. Zhang
(2020).
Ocean-Only FAFMIP: Understanding Regional Patterns of Ocean Heat Content and Dynamic Sea Level Change
.
Journal of Advances in Modeling Earth Systems, 12, e2019MS002027
.
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DOI
J. Yin
,
S. M. Griffies
,
M. Winton
,
M. Zhao
,
Laure Zanna
(2020).
Response of Storm-Related Extreme Sea Level along the U.S. Atlantic Coast to Combined Weather and Climate Forcing
.
J. Climate, 33 (9): 3745–3769
.
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DOI
R. Chemke
,
Laure Zanna
,
L. M. Polvani
(2020).
Identifying a human signal in the North Atlantic warming hole
.
Nature Comms, 11, Article number: 1540
.
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DOI
S. Sun
,
I. Eisenman
,
Laure Zanna
,
A. Stewart
(2020).
Surface constraints on the depth of the Atlantic Meridional Overturning Circulation: Southern Ocean vs North Atlantic
.
J. Climat, 33 (8): 3125–3149
.
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DOI
C. O'Reilly
,
Laure Zanna
,
T. Woollings
(2019).
Assessing External and Internal Sources of Atlantic Multidecadal Variability Using Models, Proxy Data, and Early Instrumental Indices
.
J. of Climate, 32(22), 7727-7745
.
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DOI
C. O'Reilly
,
T. Woollings
,
Laure Zanna
,
A. Weisheimer
(2019).
An interdecadal shift of the extratropical ENSO teleconnection during boreal summer
.
GRL, 46, 13379–13388
.
PDF
DOI
M. Carson
,
K. Lyu
,
K. Richter
,
M. Becker
,
C. M. Domingues
,
W. Han
,
Laure Zanna
(2019).
Climate model uncertainty and trend detection of regional sea level projections in the open ocean and coastal zone
.
Surveys in Geophysics, 40, 1631–1653
.
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DOI
R.Ponte
(2019).
Towards Comprehensive Observing and Modeling Systems for Monitoring and Predicting Regional to Coastal Sea Level
.
Frontiers in Marine Science, 6, 437
.
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DOI
R. Fraser
,
M. Palmer
,
C. Roberts
,
C. Wilson
,
D. Copsey
,
Laure Zanna
(2019).
Investigating the predictability of North Atlantic sea surface heighty
.
Clim. Dyn., 1-21, 53, 2175- 2195
.
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DOI
R. Rodrigues
,
A. Subramanian
,
Laure Zanna
,
J. Berner
(2019).
ENSO Bimodality and Extremes
.
GRL, 46, 4883– 4893
.
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DOI
D. Faggiani Dias
,
A. Subramanian
,
Laure Zanna
,
A. J. Miller
(2019).
Remote and local influences in forecasting Pacific SST: a linear inverse model and a multimodel ensemble study
.
Clim. Dyn., pp 1-19
.
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DOI
Laure Zanna
,
S. Khatiwala
,
J. M. Gregory
,
J. Ison
,
P. Heimbach
(2019).
Global reconstruction of historical ocean heat storage and transport
.
Proc. Natl. Acad. Sci., 116 (4) 1126-1131
.
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DOI
T. Bolton
,
Laure Zanna
(2019).
Applications of Deep Learning to Ocean Data Inference and Subgrid Parameterization
.
JAMES, 11, 376–399
.
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DOI
T. Bolton
,
R. Abernathey
,
Laure Zanna
(2019).
Applications of Deep Learning to Ocean Data Inference and Subgrid Parameterization
.
J. of Phys. Oceanogr., 49(10), 2601-2614
.
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DOI
Laure Zanna
,
J. M. Brankart
,
M. Huber
,
S. Leroux
,
T. Penduff
,
P. D. Williams
(2018).
Uncertainty and scale interactions in ocean ensembles: From seasonal forecasts to multidecadal climate predictions
.
QJRMS, 145, 160-175
.
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DOI
C. O'Reilly
,
T. Woollings
,
Laure Zanna
,
A. Weisheimer
(2018).
The impact of tropical precipitation on summertime Euro-Atlantic circulation via a circumglobal wave-train
.
J. of Climate, 31(16), pp.6481-6504
.
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DOI
S. Juricke
,
D. MacLeod
,
A. Weisheimer
,
Laure Zanna
,
T. N. Palmer
(2018).
Seasonal to annual ocean forecasting skill and the role of model and observational uncertainty
.
QJRMS, 144(715), pp.1947-1964
.
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DOI
T. David
,
Laure Zanna
,
D.P. Marshall
(2018).
Eddy-mixing entropy and its maximization in forced-dissipative geostrophic turbulence
.
Journal of Statistical Mechanics: Theory and Experiment, 2018(7), p.073206
.
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DOI
C. O'Reilly
,
Laure Zanna
(2018).
The Signature of Oceanic Processes in Decadal Extratropical SST Anomalies
.
GRL, 45,15,7719-7730
.
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DOI
S.D. Bachman
,
J. Anstey
,
Laure Zanna
(2018).
The relationship between a deformation-based eddy parameterization and the LANS-α turbulence model
.
Oc. Modelling, 126, 56-62
.
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DOI
B. Bronselaer
,
Laure Zanna
,
D. Munday
,
J. Lowe
(2018).
Southern Ocean carbon-wind stress feedback
.
Clim. Dyn., 51, 2743–2757
.
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DOI
E. van Sebille
,
S. M. Griffies
,
R. Abernathey
,
T. P. Adams
,
P. Berloff
,
A. Biastoch
,
B. Blanke
,
E. P. Chassignet
,
Y. Cheng
,
C. J. Cotter
,
E. Deleersnijder
,
K. Doos
,
H. Drake
,
S. Drijfhout
,
S. F. Gary
,
A. W. Heemink
,
J. Kjellsson
,
I. Koszalka
,
M. Lange
,
C. Lique
,
G. A. MacGilchrist
,
R. Marsh
,
C. Gabriela Mayorga Adame
,
R. McAdam
,
F. Nencioli
,
C. B. Paris
,
M. D. Piggott
,
J. A. Polton
,
S. Ruhs
,
S. H.A.M. Shah,
,
M. D. Thomas
,
J. Wang
,
P. J. Wolfram
,
Laure Zanna
,
J. D. Zika
(2018).
Lagrangian ocean analysis: Fundamentals and practices
.
Oc. Modelling, 121, 49-75
.
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DOI
C. O'Reilly
,
T. Woollings
,
Laure Zanna
(2017).
The Dynamical Influence of the Atlantic Multidecadal Oscillation on Continental Climate
.
J. Climate, 30(18), 7213-7230
.
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DOI
J. Kjellsson
,
Laure Zanna
(2017).
The Impact of Horizontal Resolution on Energy Transfers in Global Ocean Models
.
Fluids, 2(3), 45
.
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DOI
S. Juricke
,
T. N. Palmer
,
Laure Zanna
(2017).
Stochastic Subgrid-Scale Ocean Mixing: Impacts on Low-Frequency Variability
.
J. Climate, 30 (13), 4997-5019
.
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DOI
I. Grooms
,
Laure Zanna
(2017).
A note on ‘Toward a stochastic parameterization of ocean mesoscale eddies’
.
Oc. Modelling, 113, 30-33
.
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DOI
T. David
,
D.P. Marshall
,
Laure Zanna
(2017).
The statistical nature of turbulent barotropic ocean jets
.
Oc. Modelling, 113, 34-49.
.
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DOI
Laure Zanna
,
P.G.L. Porta Mana
,
J. Anstey
,
T. David
,
T. Bolton
(2017).
Scale-Aware Deterministic and Stochastic Parametrizations of Eddy-Mean Flow Interaction
.
Oc. Modelling, 111, 66 - 80
.
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DOI
B. Huddart
,
A. Subramanian
,
Laure Zanna
,
T. N. Palmer
(2017).
Seasonal and decadal forecasts of Atlantic Sea surface temperatures using a linear inverse model
.
Clim. Dyn.
.
PDF
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DOI
MB. Huber
,
Laure Zanna
(2017).
Drivers of uncertainty in simulated ocean circulation and heat uptake
.
GRL, 44 (3), 1402-1413
.
PDF
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DOI
D.G. MacMartin
,
Laure Zanna
,
E. Tziperman
(2016).
Suppression of Atlantic Meridional Overturning Circulation Variability at increased CO2
.
J. Climate, 29, 11, 4155-4164
.
PDF
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DOI
B. Bronselaer
,
Laure Zanna
,
D. Munday
,
J. Lowe
(2016).
The influence of Southern Ocean winds on the North Atlantic carbon sink
.
Global Biogeochemical Cycles, 30, 844-858
.
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DOI
M. Andrejczuk
,
F. Cooper
,
S. Juricke
,
T. N. Palmer
,
A. Weisheimer
,
Laure Zanna
(2016).
Oceanic stochastic parametrizations in a seasonal forecast system
.
Mon. Wea. Rev., 144, 5, 1867-1875
.
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DOI
J. Anstey
,
Laure Zanna
(2016).
A deformation-based parametrization of ocean mesoscale eddy Reynolds stresses
.
Oc. Modelling,112, 99-111
.
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C. O'Reilly
,
M. Huber
,
T. Woollings
,
Laure Zanna
(2016).
The signature of low-frequency oceanic forcing in the Atlantic Multidecadal Oscillation
.
GRL, 43, 2810-2818
.
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DOI
F. Cooper
,
Laure Zanna
(2015).
Optimisation of an idealised ocean model: stochastic parametrisation of sud-grid eddies
.
Ocean Modelling., 88, 38-53
.
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DOI
D.P. Marshall
,
Laure Zanna
(2014).
A Conceptual Model of Ocean Heat Uptake under Climate Change
.
J. of Climate, 27, 22, 8444-8465
.
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DOI
PGL Porta Mana
,
Laure Zanna
(2014).
Toward a stochastic parameterization of ocean mesoscale eddies
.
Ocean Modelling, 79, 1-20
.
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DOI
D.G. MacMartin
,
E. Tziperman
,
Laure Zanna
(2013).
Frequency Domain Multimodel Analysis of the Response of Atlantic Meridional Overturning Circulation to Surface Forcing
.
J. of Climate, 26, 21, 8323-8340
.
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DOI
C. Wilson
,
K. Horsburgh
,
J. Williams
,
J. Flowerdew
,
Laure Zanna
(2013).
Tide-surge adjoint modelling: a new technique to understand forecast uncertainty
.
JGR- Oceans, 118, 5092-5108
.
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DOI
T. N. Palmer
,
Laure Zanna
(2013).
Singular vectors, predictability and ensemble forecasting for weather and climate
.
Journal of Physics A: Math. Theor., 46 (2013) 254018
.
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DOI
Laure Zanna
(2012).
Forecast Skill and Predictability of Observed Atlantic Sea Surface Temperatures
.
J. Climate, 25, 14, 5047-5056
.
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DOI
Laure Zanna
,
P. Heimbach
,
A.M. Moore
,
E. Tziperman
(2011).
Upper-ocean singular vectors of the North Atlantic climate with implications for linear predictability and variability
.
J. Climate, 24, 2, 413-427
.
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DOI
Laure Zanna
,
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E. Tziperman
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