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Data‐Driven Dynamic Modal Bias Analysis and Correction for Earth System Models

• Authors : S. P. McGowan; N. L. Jones; W. S. P. Robertson

Subjects: Physical geography; sea surface temperature; tide

• Source: Journal of Advances in Modeling Earth Systems, Vol 17, Iss 5, Pp n/a-n/a (2025)

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Reduction of Pacific Double‐ITCZ Bias by Convection Parameterization in NCAR CESM2.2

• Authors : Xiaoliang Song; Guang J. Zhang

Subjects: Physical geography; atmosphere‐ocean feedback; convection parameterization

• Source: Journal of Advances in Modeling Earth Systems, Vol 17, Iss 1, Pp n/a-n/a (2025)

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Assessing Cloud Feedbacks Over the Atlantic With Bias‐Corrected Downscaling.

• Authors : Liu, Shuchang^1,2 (AUTHOR) ; Zeman, Christian¹ (AUTHOR); Schär, Christoph¹ (AUTHOR)

• Source: Journal of Advances in Modeling Earth Systems. Jun2025, Vol. 17 Issue 6, p1-18. 18p.

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Impacts of Offline Nonlinear Bias Correction Schemes Using the Machine Learning Technology on the All‐Sky Assimilation of Cloud‐Affected Infrared Radiances.

• Authors : Zhang, Xuewei¹ (AUTHOR); Xu, Dongmei^1,2,3 (AUTHOR) ; Shen, Feifei^1,2,4,5 (AUTHOR)

• Source: Journal of Advances in Modeling Earth Systems. Dec2024, Vol. 16 Issue 12, p1-24. 24p.

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Climatological Adaptive Bias Correction of Climate Models.

• Authors : Scinocca, J. F.¹ (AUTHOR) ; Kharin, V. V.¹ (AUTHOR)

• Source: Journal of Advances in Modeling Earth Systems. Dec2024, Vol. 16 Issue 12, p1-12. 12p.

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A Machine Learning Bias Correction on Large‐Scale Environment of High‐Impact Weather Systems in E3SM Atmosphere Model

• Authors : Shixuan Zhang; Bryce Harrop; L. Ruby Leung

Subjects: 0301 basic medicine; Physical geography; extreme weather events

• Source: Journal of Advances in Modeling Earth Systems, Vol 16, Iss 8, Pp n/a-n/a (2024)

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Interpretable Structural Model Error Discovery From Sparse Assimilation Increments Using Spectral Bias‐Reduced Neural Networks: A Quasi‐Geostrophic Turbulence Test Case

• Authors : Rambod Mojgani; Ashesh Chattopadhyay; Pedram Hassanzadeh

Subjects: FOS: Computer and information sciences; Physical geography; bias

• Source: Journal of Advances in Modeling Earth Systems, Vol 16, Iss 3, Pp n/a-n/a (2024)

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Alleviated WRF Summer Wet Bias Over the Tibetan Plateau Using a New Cloud Macrophysics Scheme

• Authors : Dingchi Zhao; Yanluan Lin; Wenhao Dong

Subjects: Physical geography; 13. Climate action; macrophysics scheme

• Source: Journal of Advances in Modeling Earth Systems, Vol 15, Iss 10, Pp n/a-n/a (2023)

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Systematic Bias Correction in Ocean Mesoscale Forecasting Using Machine Learning

• Authors : Guangpeng Liu; Annalisa Bracco; Julien Brajard

Subjects: 0301 basic medicine; Gulf of Mexico; Physical geography

• Source: Journal of Advances in Modeling Earth Systems, Vol 15, Iss 11, Pp n/a-n/a (2023)

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Reducing the Cold Bias of the WRF Model Over the Tibetan Plateau by Implementing a Snow Coverage‐Topography Relationship and a Fresh Snow Albedo Scheme

• Authors : Xu Zhou; Baohong Ding; Kun Yang

Subjects: Physical geography; snow cover fraction; 0207 environmental engineering

• Source: Journal of Advances in Modeling Earth Systems, Vol 15, Iss 9, Pp n/a-n/a (2023)

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