A Model‐Independent Strategy for the Targeted Observation Analysis and Its Application in ENSO Prediction by Weixun Rao, Youmin Tang, Yanling Wu, Xiaojing Li

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Machine Learning Enables Real‐Time Proactive Quality Control: A Proof‐Of‐Concept Study by T. Honda, A. Yamazaki

Subjects: “…data assimilation…”
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Utilizing SMAP Soil Moisture Data to Constrain Irrigation in the Community Land Model by Farshid Felfelani, Yadu Pokhrel, Kaiyu Guan, David M. Lawrence

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PyIRTAM: A New Module of PyIRI for IRTAM Coefficients by Victoriya V. Forsythe, Ivan Galkin, Sarah E. McDonald, Kenneth F. Dymond, Bruce A. Fritz, Angeline G. Burrell, Katherine A. Zawdie, Douglas P. Drob

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SWAT‐Based Hydrological Data Assimilation System (SWAT‐HDAS): Description and Case Application to River Basin‐Scale Hydrological Predictions by Ying Zhang, Jinliang Hou, Juan Gu, Chunlin Huang, Xin Li

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Performance Analysis of a Strong Constraint 4DVar and 4DEnVar on Regional Ionosphere Imaging by Nicholas Ssessanga, Wojciech Jacek Miloch, Lasse Boy Novock Clausen, Daria Kotova

Subjects: “…variational data assimilation…”
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SIR‐HUXt—A Particle Filter Data Assimilation Scheme for CME Time‐Elongation Profiles by Luke Barnard, Mathew Owens, Chris Scott, Matthew Lang, Mike Lockwood

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Integrating Advanced Sensor Technologies for Enhanced Agricultural Weather Forecasts and Irrigation Advisories: The MAGDA Project Approach by Martina Lagasio, Stefano Barindelli, Zenaida Chitu, Sergio Contreras, Amelia Fernández-Rodríguez, Martijn de Klerk, Alessandro Fumagalli, Andrea Gatti, Lukas Hammerschmidt, Damir Haskovic, Massimo Milelli, Elena Oberto, Irina Ontel, Julien Orensanz, Fabiola Ramelli, Francesco Uboldi, Aso Validi, Eugenio Realini

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Self‐Consistent Optimization of Electron and Neutral Densities in a Physics‐Based Model Toward Ionosphere‐Thermosphere Forecast by Shuwei Liu, Dexin Ren, Jiuhou Lei

Subjects: “…data assimilation…”
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An Efficient and Robust Estimation of Spatio‐Temporally Distributed Parameters in Dynamic Models by an Ensemble Kalman Filter by Yohei Sawada, Le Duc

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Effective Variational Data Assimilation in Air-Pollution Prediction by Rossella Arcucci, Christopher Pain, Yi-Ke Guo

Subjects: “…data assimilation…”
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Inferring Global Ocean Mass Increase From Tide Gauges Network With Climate Models by Dapeng Mu, Ruhui Huang, Tianhe Xu, Haoming Yan

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The Direct Assimilation of Radar Reflectivity Data with a Two-Moment Microphysics Scheme for a Landfalling Typhoon in an OSSE Framework by Ziyue Wang, Jingyao Luo, Hong Li, Yijie Zhu, Rui He

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Study of Multivariate Background Error Characteristics of Convective System on Plateau Slope and Typhoon System Based on Convective-Scale Ensemble Samples by Wanli ZHANG, Yuanbing WANG, Rou LI, Yaodeng CHEN, Deming MENG, Xinyao QIAN, Xili JIN

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Enhancing Pear Tree Yield Estimation Accuracy by Assimilating LAI and SM into the WOFOST Model Based on Satellite Remote Sensing Data by Zehua Fan, Yasen Qin, Jianan Chi, Ning Yan

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Examining the Complementarity of GEO and LEO Hyperspectral Infrared Sounders for NWP by Erica L. McGrath‐Spangler, N. C. Privé, Bryan M. Karpowicz, Andrew K. Heidinger, Min‐Jeong Kim, Satya Kalluri

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Dropsonde Data Impact on Rain Forecasts in Taiwan Under Southwesterly Flow Conditions with Observing System Simulation Experiments by Fang-Ching Chien, Yen-Chao Chiu

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Scalable data assimilation with message passing by Oscar Key, So Takao, Daniel Giles, Marc Peter Deisenroth

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Solar Wind Data Assimilation in an Operational Context: Use of Near‐Real‐Time Data and the Forecast Value of an L5 Monitor by Harriet Turner, Matthew Lang, Mathew Owens, Andy Smith, Pete Riley, Mike Marsh, Siegfried Gonzi

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Sentinel‐1 Snow Depth Assimilation to Improve River Discharge Estimates in the Western European Alps by I. Brangers, H. Lievens, A. Getirana, G. J. M. De Lannoy

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