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Artificial Intelligence for the Earth Systems

IF
Papers63
Citations
Journal Papers 63
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Very Short-Term CG Lightning Probability Forecasting in the Amazon Basin Using Deep Learning Models
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
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
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delete2026-04-01
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PREAI
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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
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 Networks
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
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
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delete2026-04-01
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PREAI
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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
deleteZanetta, Francesco; Nerini, Daniele; Buzzi, Matteo; Moss, Henry
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Evaluating Machine Learning and Numerical Models for Wintertime Atmospheric Blocking Prediction
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
deleteHuang, Bo; He, Yongli; Ni, Binrui; Huo, Zixin; Li, Dongdong; Guan, Xiaodan
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Evaluation of a Convolutional Neural Network to Predict Wintertime Orographic Precipitation Gradients of the CONUS Northern Rockies
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delete2026-04-01
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PREAI
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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
deleteWan, Rijin; Chen, Chen; Bal, Lina; Guo, Rong; Chen, Guomin
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Examination of Cloud Phase Partition and Controlling Factors Based on In Situ and Satellite Observations and Machine Learning Approaches
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delete2026-04-01
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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 Scales
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delete2026-04-01
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PREAI
deleteAbdi, Daniel; Jankov, Isidora; Madden, Paul; Vargas, Vanderlei; Smith, Timothy A.; Frolov, Sergey; Flora, Montgomery; Potvin, Corey
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Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning
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delete2026-04-01
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PREAI
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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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PREAI
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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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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
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delete2026-04-01
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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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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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
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delete2026-04-01
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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
deleteArtificial Intelligence for the Earth Systems
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delete2026-04-01
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deleteGuigal, Baptiste; Barthes, Laurent; Chazottes, Aymeric; Viltard, Nicolas; LE Bouar, Erwan; Moreau, Emmanuel; Mallet, Cecile
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