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Academic Journal

Towards Digital Twin in Flood Forecasting with Data Assimilation Satellite Earth Observations—A Proof-of-Concept.

Authors : Nguyen, Thanh Huy¹ (AUTHOR) ; Bhattacharya, Sukriti^1,2 (AUTHOR); Wong, Jefferson S.¹ (AUTHOR)

Source: Remote Sensing. Mar2026, Vol. 18 Issue 5, p685. 38p.

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Academic Journal

融合数据同化与 WOFOST 模型优化的东北春玉米产量模拟.

Authors : 张宏亮^1,2 ; 刘茂华¹; 蔡福^2,3,4

Source: Transactions of the Chinese Society of Agricultural Engineering. Feb2026, Vol. 42 Issue 4, p206-215. 10p.

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Academic Journal

OUTLIER-ROBUST 4-D VARIATIONAL DATA ASSIMILATION BASED ON κ-GENERALIZED GAUSSIAN STATISTICS AND KANIADAKIS ENTROPY.

Authors : LUO, Yu-Chen¹; CAO, Xiao-Qun^1,2 ; ZHOU, Meng-Ge¹

Source: Thermal Science. 2026, Vol. 30 Issue 2A, p983-992. 10p.

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Academic Journal

DATA ASSIMILATION FOR NON-LINEAR SYSTEMS WITH A HYBRID NON-LINEAR PARTICLE FILTER.

Authors : ZHOU, Meng-Ge¹; CAO, Xiao-Qun^1,2 ; CHEN, Yan¹

Source: Thermal Science. 2026, Vol. 30 Issue 2A, p973-981. 9p.

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Academic Journal

A Hybrid Four‐Dimensional Variational Data Assimilation System for the Model for Prediction Across Scales (MPAS‐Atmosphere): Leveraging the Joint Effort for Data Assimilation Integration (JEDI).

Authors : Nystrom, R. G.^1,2 (AUTHOR) ; Snyder, C.² (AUTHOR); Liu, Z.² (AUTHOR)

Source: Journal of Advances in Modeling Earth Systems. Dec2025, Vol. 17 Issue 12, p1-20. 20p.

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Academic Journal

Advancing crop modeling and data assimilation using AquaCrop v7.2 in NASA's Land Information System Framework v7.5.

Authors : De Lannoy, Gabriëlle J. M.¹ (AUTHOR) ; Busschaert, Louise¹ (AUTHOR); Bechtold, Michel¹ (AUTHOR)

Source: Geoscientific Model Development. 2026, Vol. 19 Issue 6, p2551-2575. 25p.

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Academic Journal

Sea ice albedo bounded data assimilation and its impact on modeling: a regional approach.

Authors : Rotondo, Joseph F.¹ (AUTHOR) ; Wieringa, Molly M.^1,2 (AUTHOR); Bitz, Cecilia M.¹ (AUTHOR)

Source: Cryosphere. 2026, Vol. 20 Issue 3, p1523-1542. 20p.

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Academic Journal

Improvement of the computational efficiency in SVD-3DEnVar data assimilation scheme and its preliminary application to the TRAMS 3.0 model.

Authors : Liu, Kun^1,2,3 (AUTHOR); Xu, Daosheng² (AUTHOR) ; Zheng, Fei¹ (AUTHOR)

Source: Geoscientific Model Development. 2026, Vol. 19 Issue 6, p2279-2297. 19p.

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Academic Journal

Impact of the Ensemble-Derived Background Error Covariance in the Hybrid 4DEnVar Data Assimilation Framework on the Boreal Summer Predictability of a Global Numerical Model.

Authors : Ha, Ji-Hyun¹ (AUTHOR); Choi, Suk-Jin² (AUTHOR)

Source: Weather & Forecasting. Mar2026, Vol. 41 Issue 3, p541-555. 15p.

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Academic Journal

Using Diffusion Models to Do Data Assimilation.

Authors : Hodyss, Daniel¹ (AUTHOR) ; Morzfeld, Matthias² (AUTHOR)

Source: Monthly Weather Review. Feb2026, Vol. 154 Issue 2, p165-182. 18p.

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فلترة النتائج

Towards Digital Twin in Flood Forecasting with Data Assimilation Satellite Earth Observations—A Proof-of-Concept.

融合数据同化与 WOFOST 模型优化的东北春玉米产量模拟.

OUTLIER-ROBUST 4-D VARIATIONAL DATA ASSIMILATION BASED ON κ-GENERALIZED GAUSSIAN STATISTICS AND KANIADAKIS ENTROPY.

DATA ASSIMILATION FOR NON-LINEAR SYSTEMS WITH A HYBRID NON-LINEAR PARTICLE FILTER.

A Hybrid Four‐Dimensional Variational Data Assimilation System for the Model for Prediction Across Scales (MPAS‐Atmosphere): Leveraging the Joint Effort for Data Assimilation Integration (JEDI).

Advancing crop modeling and data assimilation using AquaCrop v7.2 in NASA's Land Information System Framework v7.5.

Sea ice albedo bounded data assimilation and its impact on modeling: a regional approach.

Improvement of the computational efficiency in SVD-3DEnVar data assimilation scheme and its preliminary application to the TRAMS 3.0 model.

Impact of the Ensemble-Derived Background Error Covariance in the Hybrid 4DEnVar Data Assimilation Framework on the Boreal Summer Predictability of a Global Numerical Model.

Using Diffusion Models to Do Data Assimilation.

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