Exploring multiyear-to-decadal North Atlantic sea level predictability and prediction using machine learning by Qinxue Gu, Liping Zhang, Liwei Jia, Thomas L. Delworth, Xiaosong Yang, Fanrong Zeng, William F. Cooke, Shouwei Li

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Subseasonal-to-seasonal (S2S) prediction of atmospheric rivers in the Northern Winter by Wei Zhang, Baoqiang Xiang, Kai-Chih Tseng, Nathaniel C. Johnson, Lucas Harris, Tom Delworth, Ben Kirtman

“…Based on 20 year hindcast experiments from the Geophysical Fluid Dynamics Laboratory’s SPEAR S2S forecast system, we evaluate the S2S prediction skill of AR activities in the northern winter. …”
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Dynamically downscaled seasonal ocean forecasts for North American east coast ecosystems by A. C. Ross, C. A. Stock, V. Koul, T. L. Delworth, F. Lu, A. Wittenberg, M. A. Alexander

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Mixed Layer Depth Promotes Trophic Amplification on a Seasonal Scale by Tianfei Xue, Ivy Frenger, Andreas Oschlies, Charles A. Stock, Wolfgang Koeve, Jasmin G. John, A. E. Friederike Prowe

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Data Assimilation in Numerical Weather and Climate Models by Shaoqing Zhang, Guijun Han, Yuanfu Xie, Juan Jose Ruiz

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Contribution of land-atmosphere coupling in 2022 CONUS compound drought-heatwave events and implications for forecasting by Donghyuck Yoon, Jan-Huey Chen, Eunkyo Seo

“…In the NE region, the heatwave governed ET through the increase of potential ET (PET) based on energy-limited coupling, which played a crucial role in the development of drought.The impacts of the different land-atmosphere coupling behaviors on the predictability of the 13-km Geophysical Fluid Dynamics Laboratory (GFDL) System for High-resolution prediction on Earth-to-Local Domains (SHiELD) were also investigated by checking its 10-day forecasts during the same period. …”
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Four Generations of ECMWF Reanalyses: An Overview of the Successes in Modeling Precipitation and Remaining Challenges for Freshwater Budget of Ocean Models by Raphael Dussin

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Predictability of tropical Pacific decadal variability is dominated by oceanic Rossby waves by Xian Wu, Stephen G. Yeager, Clara Deser, Antonietta Capotondi, Andrew T. Wittenberg, Michael J. McPhaden

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Role of anthropogenic forcing in Antarctic sea ice variability simulated in climate models by Yushi Morioka, Liping Zhang, William Cooke, Masami Nonaka, Swadhin K. Behera, Syukuro Manabe

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Antarctic sea ice multidecadal variability triggered by Southern Annular Mode and deep convection by Yushi Morioka, Syukuro Manabe, Liping Zhang, Thomas L. Delworth, William Cooke, Masami Nonaka, Swadhin K. Behera

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Multifaceted changes in water availability with a warmer climate by Binglan Gu, Sha Zhou, Bofu Yu, Kirsten L. Findell, Benjamin R. Lintner

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Unveiling the Indian Ocean forcing on winter eastern warming – western cooling pattern over North America by Yurong Hou, Shang-Ping Xie, Nathaniel C. Johnson, Chunzai Wang, Changhyun Yoo, Kaiqiang Deng, Weijun Sun, Xichen Li

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A Study of Coupling Parameter Estimation Implemented by 4D-Var and EnKF with a Simple Coupled System by Guijun Han, Xinrong Wu, Shaoqing Zhang, Zhengyu Liu, Ionel Michael Navon, Wei Li

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Anomaly Detection Using Graph Deviation Networks Within Spatiotemporal Neighborhoods: A Case Study in Greenland by Chhaya Kulkarni, Bayu Adhi Tama, Nicole-Jeanne Schlegel, Vandana P. Janeja

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FEISTY Fortran library and R package to integrate fish and fisheries with biogeochemical models by Yixin Zhao, P. Daniël vanDenderen, Rémy Denéchère, Jonathan E. Falciani, Nis S. Jacobsen, Themistoklis Konstantinopoulos, Daniel Ottmann, Colleen M. Petrik, Karline Soetaert, Charles A. Stock, Ken H. Andersen

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AERA-MIP: emission pathways, remaining budgets, and carbon cycle dynamics compatible with 1.5 and 2 °C global warming stabilization by Y. Silvy, Y. Silvy, T. L. Frölicher, T. L. Frölicher, J. Terhaar, J. Terhaar, J. Terhaar, J. Terhaar, F. Joos, F. Joos, F. A. Burger, F. A. Burger, F. Lacroix, F. Lacroix, F. Lacroix, M. Allen, M. Allen, R. Bernardello, L. Bopp, V. Brovkin, J. R. Buzan, J. R. Buzan, P. Cadule, M. Dix, J. Dunne, P. Friedlingstein, P. Friedlingstein, G. Georgievski, T. Hajima, S. Jenkins, S. Jenkins, M. Kawamiya, M. Kawamiya, N. Y. Kiang, V. Lapin, D. Lee, P. Lerner, P. Lerner, N. Mengis, E. A. Monteiro, D. Paynter, G. P. Peters, A. Romanou, A. Romanou, J. Schwinger, S. Sparrow, E. Stofferahn, J. Tjiputra, E. Tourigny, T. Ziehn

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Submesoscale‐Permitting Physical/Biogeochemical Future Projections for the Main Hawaiian Islands by T. Friedrich, B. S. Powell, J. L. Gunnarson, G. Liu, S. F. Giardina, M. F. Stuecker, L. Hošeková, K. Feloy, C. A. Stock

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Changes in Arctic Ocean plankton community structure and trophic dynamics on seasonal to interannual timescales by G. Negrete-García, J. Y. Luo, C. M. Petrik, M. Manizza, A. D. Barton, A. D. Barton

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The Green's Function Model Intercomparison Project (GFMIP) Protocol by Jonah Bloch‐Johnson, Maria A. A. Rugenstein, Marc J. Alessi, Cristian Proistosescu, Ming Zhao, Bosong Zhang, Andrew I. L. Williams, Jonathan M. Gregory, Jason Cole, Yue Dong, Margaret L. Duffy, Sarah M. Kang, Chen Zhou

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The Efficient Integration of Dust and Numerical Weather Prediction for Renewable Energy Applications by Xi Chen, Mei Chong, Shian‐Jiann Lin, Zhi Liang, Paul Ginoux, Yuan Liang, Bihui Zhang, Qian Song, Shengkai Wang, Jiawei Li, Yimin Liu

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