Search Results - "Journal of Geophysical Research: Machine Learning and Computation"

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  1. 1
    Improving PM2.5 and Visibility Predictions in China Using Machine Learning and Ensemble Forecasting

    Improving PM2.5 and Visibility Predictions in China Using Machine Learning and Ensemble Forecasting by Ziyin Zhang, Jing Xu, Xiujuan Zhao, Siyu Cheng

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  2. 2
    How Does Neural Network Reparametrization Improve Geophysical Inversion?

    How Does Neural Network Reparametrization Improve Geophysical Inversion? by Yuping Wu, Jianwei Ma

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  3. 3
    A Skillful Prediction of Monsoon Intraseasonal Oscillation Using Deep Learning

    A Skillful Prediction of Monsoon Intraseasonal Oscillation Using Deep Learning by K. M. Anirudh, Prasang Raj, S. Sandeep, Hariprasad Kodamana, C. T. Sabeerali

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  4. 4
    Identifying and Predicting the Lagrangian Coherence of Eddies in the Gulf of Mexico Using Machine Learning and Satellite Observations

    Identifying and Predicting the Lagrangian Coherence of Eddies in the Gulf of Mexico Using Machine Learning and Satellite Observations by Luna Hiron, Olmo Zavala‐Romero, Eric P. Chassignet, Philippe Miron, Bulusu Subrahmanyam

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  5. 5
    Enhanced Hardrock Seismic Imaging Through Multi‐Scale Information‐Guided Unsupervised Learning

    Enhanced Hardrock Seismic Imaging Through Multi‐Scale Information‐Guided Unsupervised Learning by Liuqing Yang, Alireza Malehmir, Magdalena Markovic

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  6. 6
    Inferring End‐Members From Geoscience Data Using Simplex Projected Gradient Descent‐Archetypal Analysis

    Inferring End‐Members From Geoscience Data Using Simplex Projected Gradient Descent‐Archetypal Analysis by Zanchenling Wang, Tao Wen

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  7. 7
    Interpretable Machine Learning Reveals the Crucial Role of Water Availability in Regulating Thermal Optimality of Terrestrial Ecosystems

    Interpretable Machine Learning Reveals the Crucial Role of Water Availability in Regulating Thermal Optimality of Terrestrial Ecosystems by Arman Ahmadi, Kanishka Mallick, Koong Yi, Dennis Baldocchi

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  8. 8
    Four‐Dimensional Mapping of Sea Temperature and Salinity in the Coastal Waters Based on Generalized Spatio‐Temporal Autoregressive Neural Network

    Four‐Dimensional Mapping of Sea Temperature and Salinity in the Coastal Waters Based on Generalized Spatio‐Temporal Autoregressive Neural Network by Minyu Wang, Junyu He, Jin Qi, Sheng Huang, Renyi Liu, Sensen Wu, Zhenhong Du

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  9. 9
    Comparing Cloud Mask Products for Seagrass Mapping Over Sentinel‐2 Imagery: Toward a First National Seagrass Map for Venezuela

    Comparing Cloud Mask Products for Seagrass Mapping Over Sentinel‐2 Imagery: Toward a First National Seagrass Map for Venezuela by Chengfa Benjamin Lee, Ana Carolina Peralta Brichtova, Mar Roca, Tylar Murray, Oswaldo David Bolivar Rodriguez, Daniele Cerra, Frank E. Muller‐Karger

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  10. 10
    Deep Learning for Connectivity Identification in Random Subsurface Flows: A Methodological Workflow for Early Solute Arrival Time Quantification

    Deep Learning for Connectivity Identification in Random Subsurface Flows: A Methodological Workflow for Early Solute Arrival Time Quantification by A. Manzoni, F. P. J. deBarros, G. M. Porta, M. Riva, A. Guadagnini

    Published 2025-06-01
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  11. 11
    An AI‐Enabled Data Processing Pipeline for Ingesting Borehole Data in Peridotite Environments

    An AI‐Enabled Data Processing Pipeline for Ingesting Borehole Data in Peridotite Environments by John M. Aiken, Elliot Dufornet, Hamed Amiri, Lotta Ternieten, Oliver Plümper

    Published 2025-06-01
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  12. 12
    Modeling Spatial Distribution of Snow Water Equivalent Using Transfer Learning Across Mountainous Basins

    Modeling Spatial Distribution of Snow Water Equivalent Using Transfer Learning Across Mountainous Basins by Lama El Halabi, Utkarsh Mital, Dipankar Dwivedi

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  13. 13
    Evaluating Global Machine Learning Models for Tropical Cyclone Dynamics and Thermodynamics

    Evaluating Global Machine Learning Models for Tropical Cyclone Dynamics and Thermodynamics by Pankaj Lal Sahu, Sukumaran Sandeep, Hariprasad Kodamana

    Published 2025-06-01
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  14. 14
    Forecasting Eruptions at Steamboat Geyser: Time Scales, Differentiability, and Detectability of Seismic Precursors Through Data‐Driven Methods

    Forecasting Eruptions at Steamboat Geyser: Time Scales, Differentiability, and Detectability of Seismic Precursors Through Data‐Driven Methods by Alberto Ardid, Anna Barth, David Dempsey, Michael Manga, Shane J. Cronin

    Published 2025-06-01
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  15. 15
    Rapid Bayesian Imaging of Large‐Scale Transient Electromagnetic Data Using Probabilistic Neural Networks

    Rapid Bayesian Imaging of Large‐Scale Transient Electromagnetic Data Using Probabilistic Neural Networks by Jian Chen, Stefano Galli, Alessandro Signora, Nicole Anna Lidia Sullivan, Bo Zhang, Gianluca Fiandaca

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  16. 16
    Comparative and Interpretative Analysis of CNN and Transformer Models in Predicting Wildfire Spread Using Remote Sensing Data

    Comparative and Interpretative Analysis of CNN and Transformer Models in Predicting Wildfire Spread Using Remote Sensing Data by Yihang Zhou, Ruige Kong, Zhengsen Xu, Linlin Xu, Sibo Cheng

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  17. 17
    Comparison of AI and NWP Models in Operational Severe Weather Forecasting: A Study on Tropical Cyclone Predictions

    Comparison of AI and NWP Models in Operational Severe Weather Forecasting: A Study on Tropical Cyclone Predictions by Yang Shi, Rong Hu, Naigeng Wu, Hualong Zhang, Xinhang Liu, Zhilin Zeng, Jing Zhu, Pucheng Han, Cong Luo, Hongyan Zhang, Jie He, Xiaoming Shi

    Published 2025-06-01
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  18. 18
    Going Deeper With Deep Learning: Automatically Tracing Internal Reflection Horizons in Ice Sheets—Methodology and Benchmark Data Set

    Going Deeper With Deep Learning: Automatically Tracing Internal Reflection Horizons in Ice Sheets—Methodology and Benchmark Data Set by Hameed Moqadam, Daniel Steinhage, Adalbert Wilhelm, Olaf Eisen

    Published 2025-06-01
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  19. 19
    A Lightweight Terrain‐Constraint Model for Wind Spatial Downscaling

    A Lightweight Terrain‐Constraint Model for Wind Spatial Downscaling by Anboyu Guo, Qiyang Liu, Jiuke Wang, Yuanyong Gao, Lixin Wei, Xiaojiang Song, Chi Zhang, Kai Liu, Shuping Ma, Jiu Jiang

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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  20. 20
    Deep‐Learning‐Enhanced Electron Microscopy for Earth Material Characterization

    Deep‐Learning‐Enhanced Electron Microscopy for Earth Material Characterization by Hans vanMelick, Richard Taylor, Oliver Plümper

    Published 2025-06-01
    “…Journal of Geophysical Research: Machine Learning and Computation…”
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