Data Assimilation to Extract Soil Moisture Information from SMAP Observations by Jana Kolassa, Rolf H. Reichle, Qing Liu, Michael Cosh, David D. Bosch, Todd G. Caldwell, Andreas Colliander, Chandra Holifield Collins, Thomas J. Jackson, Stan J. Livingston, Mahta Moghaddam, Patrick J. Starks

Subjects: “…data assimilation…”
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Wide-Swath Altimetric Satellite Data Assimilation With Correlated-Error Reduction by Sammy Metref, Emmanuel Cosme, Florian Le Guillou, Julien Le Sommer, Jean-Michel Brankart, Jacques Verron, Jacques Verron

“…For decades now, satellite altimetric observations have been successfully integrated in numerical oceanographic models using data assimilation (DA). So far, sea surface height (SSH) data were provided by one-dimensional nadir altimeters. …”
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Importance of Calibration for Improving the Efficiency of Data Assimilation for Predicting Forest Characteristics by Nils Lindgren, Kenneth Nyström, Svetlana Saarela, Håkan Olsson, Göran Ståhl

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Technical note: Assessment of observation quality for data assimilation in flood models by J. A. Waller, J. García-Pintado, J. García-Pintado, D. C. Mason, S. L. Dance, N. K. Nichols

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An Enkf-Based Scheme for Snow Multivariable Data Assimilation at an Alpine Site by Piazzi Gaia, Campo Lorenzo, Gabellani Simone, Castelli Fabio, Cremonese Edoardo, Cella Umberto Morra di, Stevenin Hervé, Ratto Sara Maria

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Uncertainty Quantification in Reservoir Simulation Using Modern Data Assimilation Algorithm by Tomasz Tuczyński, Jerzy Stopa

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Domain of Influence Analysis: Implications for Data Assimilation in Space Weather Forecasting by Dimitrios Millas, Dimitrios Millas, Maria Elena Innocenti, Brecht Laperre, Joachim Raeder, Stefaan Poedts, Stefaan Poedts, Giovanni Lapenta

“…Although the current analysis focuses on spatial rather than temporal correlations, we find that time-independent models are less useful for Data Assimilation activities than time-dependent models. …”
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Dynamically weighted hybrid gain data assimilation: perfect model testing by Helena Barbieri De Azevedo, Luis Gustavo Gonçalves De Gonçalves, Eugenia Kalnay, Matthew Wespetal

Subjects: “…data assimilation…”
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Impact Study of FY-3B MWRI Data Assimilation in WRFDA by Chun Yang, Lijian Zhu, Jinzhong Min

Subjects: “…data assimilation…”
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Personalized glucose forecasting for type 2 diabetes using data assimilation. by David J Albers, Matthew Levine, Bruce Gluckman, Henry Ginsberg, George Hripcsak, Lena Mamykina

“…The evaluation suggests that the data assimilation forecasts compare well with specific glucose measurements and match or exceed in accuracy expert forecasts. …”
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On-line and off-line data assimilation in palaeoclimatology: a case study by A. Matsikaris, M. Widmann, J. Jungclaus

“…Different ensemble-based data assimilation (DA) approaches for palaeoclimate reconstructions have been recently undertaken, but no systematic comparison among them has been attempted. …”
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Nuclear core activity reconstruction using heterogeneous instruments with data assimilation by Bouriquet Bertrand, Argaud Jean-Philippe, Erhard Patrick, Ponçot Angélique

“…In order to describe this approach, we introduce here the basic principles of data assimilation (focusing on BLUE, Best Unbiased Linear Estimation). …”
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Bayesian Data Assimilation to Support Informed Decision Making in Individualized Chemotherapy by Corinna Maier, Niklas Hartung, Jana deWiljes, Charlotte Kloft, Wilhelm Huisinga

“…This MAP‐based approach, however, does neither necessarily predict the most probable outcome nor does it quantify the risks of treatment inefficacy or toxicity. Bayesian data assimilation (DA) methods overcome these limitations by providing a comprehensive uncertainty quantification. …”
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Numerical Modeling of Marine Circulation with 4D Variational Data Assimilation by Vladimir Zalesny, Valeriy Agoshkov, Victor Shutyaev, Eugene Parmuzin, Natalia Zakharova

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Dynamics of an idealized fluid model for investigating convective-scale data assimilation by Thomas Kent, Onno Bokhove, Steven Tobias

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Assessing the benefit of snow data assimilation for runoff modeling in Alpine catchments by N. Griessinger, J. Seibert, J. Magnusson, T. Jonas

“…At higher elevations, however, best performance in terms of simulated runoff was obtained when using the snowmelt time series from the snow model, which utilized data assimilation. This was especially true for snow-rich years. …”
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PyDA: A Hands-On Introduction to Dynamical Data Assimilation with Python by Shady E. Ahmed, Suraj Pawar, Omer San

Subjects: “…data assimilation…”
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Data assimilation for moving mesh methods with an application to ice sheet modelling by B. Bonan, N. K. Nichols, M. J. Baines, D. Partridge

“…We develop data assimilation techniques for non-linear dynamical systems modelled by moving mesh methods. …”
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Improving Indoor Multiphysics Prediction with Local Measurements Based on Data Assimilation by Qian Weixin, Liu Jing, Tang Ming, Gao Hu

“…In view of the above problems, based on Ensemble Kalman Filter (EnKF), which is a sequential data assimilation algorithm, a technical framework for accurate indoor multiphysics simulation is established. …”
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Ensemble Riemannian data assimilation: towards large-scale dynamical systems by S. K. Tamang, A. Ebtehaj, P. J. van Leeuwen, G. Lerman, E. Foufoula-Georgiou

“…<p>This paper presents the results of the ensemble Riemannian data assimilation for relatively high-dimensional nonlinear dynamical systems, focusing on the chaotic Lorenz-96 model and a two-layer quasi-geostrophic (QG) model of atmospheric circulation. …”
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