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Artificial Intelligence for the Earth Systems

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论文数63
被引数
期刊论文 63
发表时间
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Very Short-Term CG Lightning Probability Forecasting in the Amazon Basin Using Deep Learning Models亚马逊流域内利用深度学习模型进行超短期云地闪电概率预报
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deleteAlmeida, Adriano P.; Morales, Carlos A.; Neto, Helvecio B. Leal; Cintineo, John; Calheiros, Alan J. P.
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Unraveling Winter Precipitation Predictability over CONUS via Deep Learning and Explainable Artificial Intelligence通过深度学习和可解释人工智能揭示美国本土冬季降水可预测性
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deleteMamalakis, Antonios
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Improving Prediction of Heavy Rainfall in the Mediterranean with Neural Networks Using Both Observation and Numerical Weather Prediction Data利用观测数据和数值天气预报数据，通过神经网络提升地中海地区强降雨的预测
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deletePujol, Killian; Baggio, Roberta; Lambert, Dominique; Muzy, Jean-Francois; Filippi, Jean-Baptiste; Pantillon, Florian
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Optimization of a Machine Learning Multi-Radar Multi-Sensor (MRMS) Precipitation Estimation Approach over the Western United States对美国西部地区的机器学习多雷达多传感器(MRMS)降水估计方法进行优化
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deleteOsborne, Andrew P.; Zhang, Jian; Clark, Robert A.; Howard, Kenneth W.
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BoltCast: Medium-Range Lightning Prediction with Neural and Long Short-Term Memory NetworksBoltCast：基于神经网络和长短期记忆网络的中小尺度闪电预测
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deleteMcClung, Brandon; McGovern, Amy; Hill, Aaron J.; Schvartzman, David; Stock, Michael
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Global Forecasting of Tropical Cyclone Intensity Using Neural Weather Models利用神经网络天气模型对热带气旋强度的全球预报
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deleteGomez, Milton; Poulain-Auzeau, Louis; Berne, Alexis; Beucler, Tom
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Does Nonstationarity Affect GAN-Based Downscaling? Insights from High-Resolution WRF Simulations over the Canadian Prairies非平稳性是否影响基于GAN的降尺度？——来自加拿大草原高分辨率WRF模拟的见解
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deleteAbdelmoaty, Hebatallah M.; Papalexiou, Simon Michael; Mamalaki, Antonios; Singh, Shivam; Coia, Vincenzo; Hairabedian, Melissa; Szeftel, Pascal; Grover, Patrick
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Efficient Modeling of Subkilometer Surface Wind with Gaussian Processes and Neural Networks利用高斯过程和神经网络对亚千米级地表风的高效建模
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deleteZanetta, Francesco; Nerini, Daniele; Buzzi, Matteo; Moss, Henry
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Evaluating Machine Learning and Numerical Models for Wintertime Atmospheric Blocking Prediction评估机器学习和数值模型在冬季大气阻塞预测中的应用
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deleteHuang, Bo; He, Yongli; Ni, Binrui; Huo, Zixin; Li, Dongdong; Guan, Xiaodan
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Examination of Cloud Phase Partition and Controlling Factors Based on In Situ and Satellite Observations and Machine Learning Approaches基于现场观测、卫星观测和机器学习方法对云相态分布及其控制因子的研究
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deleteWang, Dao; Diao, Minghui; Yang, Ching An
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HRRRCast: A Data-Driven Emulator for Regional Weather Forecasting at Convection-Allowing ScalesHRRRCast：对流允许尺度区域天气预报的数据驱动模拟器
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deleteAbdi, Daniel; Jankov, Isidora; Madden, Paul; Vargas, Vanderlei; Smith, Timothy A.; Frolov, Sergey; Flora, Montgomery; Potvin, Corey
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Evaluation of a Convolutional Neural Network to Predict Wintertime Orographic Precipitation Gradients of the CONUS Northern Rockies利用卷积神经网络预测美国大陆北部洛基山脉冬季地形降水梯度的评估
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deleteWolvin, Savanna; Strong, Courtenay; Brewer, Simon; Warner, Annabelle; Steenburgh, James
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A High-Accuracy U-Net Deep Learning Method for Identifying Typhoon-Induced Precipitation高精度U-Net深度学习方法用于识别台风诱发的降水
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deleteWan, Rijin; Chen, Chen; Bal, Lina; Guo, Rong; Chen, Guomin
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Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning基于机器学习的社区辐射传输模型概率性仿真
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deleteHoward, Lucas; Subramanian, Aneesh c.; Thompson, Gregory; Johnson, Benjamin; Auligne, Thomas
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Regional Data-Driven Weather Modeling with a Global Stretched Grid
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deleteNipen, Thomas Nils; Haugen, Havard Homleid; Ingstad, Magnus Sikora; Nordhagen, Even Marius; Salihi, Aram Farhad Shafiq; Tedesco, Paulina; Seierstad, Ivar Ambjorn; Kristiansen, Jorn; Lang, Simon; Alexe, Mihai; Dramsch, Jesper; Raoult, Baudouin; Mertes, Gert; Chantry, Matthew
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A Machine Learning Model for Estimating Snow Density and Snow Water Equivalent from Snow Depth and Seasonal Snow Climate Classes基于雪深和季节性雪气候类别的机器学习模型用于估算雪密度和雪水当量
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deleteAlabi, Ibrahim Olalekan; Marshall, Hans-Peter; Mead, Jodi; Trujillo, Ernesto
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Bayesian Deep Learning for Convective Initiation Nowcasting Uncertainty Estimation贝叶斯深度学习在积云生成临近预报不确定性估计中的应用
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deleteFan, Da; Gagne, David John; Greybush, Steven J.; Clothiaux, Eugene E.; Schreck, John S.; Shen, Chaopeng
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Superresolution Statistical Downscaling from Sparse Observations with Deep Learning for Monthly Rainfall Projections in Hawai'i基于深度学习的稀疏观测数据超分辨率统计降尺度方法在夏威夷月降雨量预测中的应用
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deleteHatanaka, Yusuke; Indika, Amila; Giambelluca, Thomas; Sadowski, Peter
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Large Language Model-Based Classification of Flash Flood Impacts across the United States基于大型语言模型的美国山洪灾害影响分类
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deleteDuarte, Jorge A.; Gourley, Jonathan J.; Vergara, Humberto J.; Kirstetter, Pierre E.; Nicholson, Charles D.; Adamiak, Maciej
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Tuning of Convolutive Nowcasting Precipitation Models and Evaluation by Rainfall Event Type卷积临近预报降水模型的调优及按降雨事件类型的评估
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deleteGuigal, Baptiste; Barthes, Laurent; Chazottes, Aymeric; Viltard, Nicolas; LE Bouar, Erwan; Moreau, Emmanuel; Mallet, Cecile
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