Deep Data Assimilation: Integrating Deep Learning with Data Assimilation by Rossella Arcucci, Jiangcheng Zhu, Shuang Hu, Yi-Ke Guo

Subjects: “…data assimilation…”
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Data Assimilation Networks by Pierre Boudier, Anthony Fillion, Serge Gratton, Selime Gürol, Sixin Zhang

Subjects: “…Bayesian data assimilation…”
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Data assimilation for the earth system / by NATO Advanced Study Institute on Data Assimilation for the Earth System ( 2002 : Acquafredda di Maratea, Italy), Swinbank, Richard, Shutyaev, Victor, Lahoz, William Albert

The linearisation of maps in data assimilation by Timothy J. Payne

“…For the purpose of linearising maps in data assimilation, the tangent-linear approximation is often used. …”
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Data assimilation for plume models by C. A. Hier Majumder, C. A. Hier Majumder, E. Bélanger, S. DeRosier, S. DeRosier, S. DeRosier, D. A. Yuen, D. A. Yuen, A. P. Vincent

“…We use a four-dimensional variational data assimilation (4D-VAR) algorithm to observe the growth of 2-D plumes from a point heat source. …”
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Variational Data Assimilation of Tides by Lei Shi, Liujuan Tang, Edward Myers

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The Impact of Aerosols on Satellite Radiance Data Assimilation Using NCEP Global Data Assimilation System by Shih-Wei Wei, Cheng-Hsuan (Sarah) Lu, Quanhua Liu, Andrew Collard, Tong Zhu, Dustin Grogan, Xu Li, Jun Wang, Robert Grumbine, Partha S. Bhattacharjee

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Atmospheric modeling, data assimilation, and predictability / by Kalnay, Eugenia, 1942-

Data assimilation : making sense of observations / by Lahoz, William Albert, Khattatov, Boris

Data assimilation : the ensemble Kalman filter / by 304740 Evensen, Geir

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Using lagged covariances in data assimilation by C. M. Thomas, K. Haines

Subjects: “…long-window data assimilation…”
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An Optimal Linear Transformation for Data Assimilation by Chris Snyder, Gregory J. Hakim

Subjects: “…data assimilation…”
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Feature-based data assimilation in geophysics by M. Morzfeld, J. Adams, S. Lunderman, R. Orozco

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Data assimilation of CALIPSO aerosol observations by T. T. Sekiyama, T. Y. Tanaka, A. Shimizu, T. Miyoshi

“…A one-month data assimilation cycle experiment for dust, sulfate, and sea-salt aerosols was performed in May 2007. …”
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Optimal transport for variational data assimilation by N. Feyeux, A. Vidard, M. Nodet

“…Usually data assimilation methods evaluate observation-model misfits using weighted <i>L</i>₂ distances. …”
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The impact of nonlinearity in Lagrangian data assimilation by A. Apte, C. K. R. T. Jones

“…The focus of this paper is on how two main manifestations of nonlinearity in low-dimensional systems – shear around a center fixed point (nonlinear center) and the differential divergence of trajectories passing by a saddle (nonlinear saddle) – strongly affect data assimilation. The impact is felt through their leading to non-Gaussian distribution functions. …”
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Ocean Data Assimilation Systems for GODAE by James Cummings, Laurent Bertino, Pierre Brasseur, Ichiro Fukumori, Masafumi Kamachi, Matthew Martin, Kristian Mogensen, Peter Oke, Charles Emmanuel Testut, Jacques Verron, Anthony Weaver

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Fundamentals of data assimilation applied to biogeochemistry by P. J. Rayner, A. M. Michalak, F. Chevallier

“…<p>This article lays out the fundamentals of data assimilation as used in biogeochemistry. It demonstrates that all of the methods in widespread use within the field are special cases of the underlying Bayesian formalism. …”
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Data assimilation and parametrisation of lakes in HIRLAM by Laura Rontu, Kalle Eerola, Ekaterina Kourzeneva, Bertel Vehvil&#x00E4;inen

Subjects: “…data assimilation…”
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Data Assimilation for Agent-Based Models by Amir Ghorbani, Vahid Ghorbani, Morteza Nazari-Heris, Somayeh Asadi

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