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Machine Learning-Based Estimation of Tropical Cyclone Intensity from Advanced Technology Microwave Sounder Using a U-Net Algorithm.

• Authors : Liang, Zichao¹ (AUTHOR) ; Lee, Yong-Keun^2,3 (AUTHOR) ; Grassotti, Christopher^2,3 (AUTHOR)

• Source: Remote Sensing. Jan2024, Vol. 16 Issue 1, p77. 16p.

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Long-Term Characteristics of Surface Soil Moisture over the Tibetan Plateau and Its Response to Climate Change.

• Authors : Zhu, Chenxia¹ (AUTHOR) ; Li, Shijie¹ (AUTHOR) ; Hagan, Daniel Fiifi Tawia^1,2 (AUTHOR)

• Source: Remote Sensing. Sep2023, Vol. 15 Issue 18, p4414. 21p.

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Online Model Error Correction With Neural Networks in the Incremental 4D‐Var Framework.

• Authors : Farchi, Alban¹ (AUTHOR) ; Chrust, Marcin² (AUTHOR); Bocquet, Marc¹ (AUTHOR)

• Source: Journal of Advances in Modeling Earth Systems. Sep2023, Vol. 15 Issue 9, p1-20. 20p.

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Real-Time Retrieval of Daily Soil Moisture Using IMERG and GK2A Satellite Images with NWP and Topographic Data: A Machine Learning Approach for South Korea.

• Authors : Lee, Soo-Jin¹ (AUTHOR) ; Sohn, Eunha² (AUTHOR) ; Kim, Mija² (AUTHOR)

• Source: Remote Sensing. Sep2023, Vol. 15 Issue 17, p4168. 28p.

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Using Machine Learning to Estimate Nonorographic Gravity Wave Characteristics at Source Levels.

• Authors : Amiramjadi, Mozhgan¹ (AUTHOR) ; Plougonven, Riwal² (AUTHOR); Mohebalhojeh, Ali R.¹ (AUTHOR)

• Source: Journal of the Atmospheric Sciences. Feb2023, Vol. 80 Issue 2, p419-440. 22p. 2 Diagrams, 5 Charts, 12 Graphs, 1 Map.

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Postprocessing of Ensemble Weather Forecast Using Decision Tree–Based Probabilistic Forecasting Methods.

• Authors : Benáček, Patrik¹ (AUTHOR) ; Farda, Aleš¹ (AUTHOR); Štěpánek, Petr¹ (AUTHOR)

• Source: Weather & Forecasting. Jan2023, Vol. 38 Issue 1, p69-82. 14p.

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A Refined Zenith Tropospheric Delay Model Based on a Generalized Regression Neural Network and the GPT3 Model in Europe.

• Authors : Wei, Min^1,2,3 (AUTHOR) ; Yu, Xuexiang^1,2,3 (AUTHOR) ; Ke, Fuyang^4,5 (AUTHOR)

Subjects: *GLOBAL Positioning System; *MACHINE learning; *METEOROLOGICAL researchEUROPEEUROPEAN Centre for Medium-Range Weather Forecasts (Organization)

• Source: Atmosphere. Dec2023, Vol. 14 Issue 12, p1727. 20p.

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Improving the prediction of the Madden–Julian Oscillation of the ECMWF model by post-processing.

• Authors : Silini, Riccardo¹ (AUTHOR) ; Lerch, Sebastian² (AUTHOR); Mastrantonas, Nikolaos^3,4 (AUTHOR)

• Source: Earth System Dynamics. 2022, Vol. 13 Issue 3, p1157-1165. 9p.

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GPRChinaTemp1km: a high-resolution monthly air temperature data set for China (1951–2020) based on machine learning.

• Authors : He, Qian^1,2 (AUTHOR); Wang, Ming^2,3 (AUTHOR) ; Liu, Kai^2,3 (AUTHOR)

• Source: Earth System Science Data. Jul2022, Vol. 14 Issue 7, p3273-3292. 20p.

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A Hybrid Analog-Ensemble–Convolutional-Neural-Network Method for Postprocessing Precipitation Forecasts.

• Authors : Sha, Yingkai¹ (AUTHOR) ; Gagne II, David John² (AUTHOR); West, Gregory³ (AUTHOR)

• Source: Monthly Weather Review. Jun2022, Vol. 150 Issue 6, p1495-1515. 21p. 2 Diagrams, 9 Graphs, 2 Maps.

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