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Machine learning facilitates the development of China's 1-km daily soil moisture dataset
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- Dong, Y., Yuan, H.*, 2026: China's 1 km Daily Surface Soil Moisture Fusion Dataset (2000-2025) based on Explainable Machine Learning. Advances in Atmospheric Sciences. https://doi.org/10.1007/s00376-026-5612-9
Professor Huiling Yuan's group reports progress in deep-learning-based precipitation bias correction
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- Zhang, Z., Yuan, H.*, 2026: Precipfusionnet: A unified deep learning model for improving numerical precipitation prediction. Journal of Geophysical Research: Machine Learning and Computation, 3, e2025JH000887. https://doi.org/10.1029/2025JH000887
Professor Huiling Yuan's group reports progress on atmospheric circulation patterns and precipitation in South China
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- Chen, W., & Yuan, H. (2025). Influences of Large-Scale and Mesoscale Circulation Patterns on Precipitation during Rainy Seasons in South China. Monthly Weather Review, 153(8), 1513-1533. https://doi.org/10.1175/MWR-D-24-0192.1
Professor Huiling Yuan's group reports progress on mechanisms accelerating global flash droughts
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- Gou, Q., Yu, X., Dong, Y., Wang, X., & Yuan, H. (2025). Climate-dependent mechanisms accelerate flash droughts in drylands and humid regions. Geophysical Research Letters, 52, e2025GL118397. https://doi.org/10.1029/2025GL118397
Professor Huiling Yuan's group reports progress on persistent extreme precipitation events in Southeast China
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- Xie, Y., & Yuan, H. (2024). Local and downstream effects of vertical soil water flow on summer persistent extreme precipitation events in Southeast China. Journal of Geophysical Research: Atmospheres, 129, e2023JD040339. https://doi.org/10.1029/2023JD040339
Nanjing University Professor Huiling Yuan's correspondence: impacts of precipitation uncertainty on hydrological ensemble simulations over the Ganjiang River basin
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- Han, X., H. Yuan*, 2024: Impacts of precipitation uncertainty on hydrological ensemble simulations over the Ganjiang River basin. Journal of Hydrology: Regional Studies, 51, 101617. https://doi.org/10.1016/j.ejrh.2023.101617
Professor Huiling Yuan's group reports progress on factors affecting the diurnal cycle of precipitation over the Tibetan Plateau
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- Wang, J., Yuan, H., Wang, X., Cui, C., & Wang, X. (2023). Impact of thermally forced circulations on the diurnal cycle of summer precipitation over the southeastern Tibetan Plateau. Geophysical Research Letters, 50, e2022GL100951. https://doi.org/10.1029/2022GL100951
Professor Huiling Yuan's group reports progress on South China heavy-rainfall case studies
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- Chen, W., H. Yuan*, 2022: Onshore convection associated with the easterly wave over the South China Sea: A case study. Atmospheric Research, 268, 105979. https://doi.org/10.1016/j.atmosres.2021.105979
- Yang, Y., H. Yuan, W. Chen, 2023. Convection-permitting ensemble forecasts of a double rainbelt event in South China during the pre-summer rainy season. Atmospheric Research, 284, 106599. https://doi.org/10.1016/j.atmosres.2022.106599
Professor Huiling Yuan's group reports progress on Typhoon Lekima precipitation research
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- Lin, L., H. Yuan*, X. Bao, W. Chen, S. Zhang, F. Xu, 2022: Evaluation of the raindrop size distribution representation of microphysics schemes in typhoon Lekima using disdrometer network observations. Atmospheric Research, 278, 106346. https://doi.org/10.1016/j.atmosres.2022.106346
- Xu, F., H. Yuan, L. Lin, W. Chen, 2023: Convective-scale ensemble forecasts of the heavy precipitation of typhoon Lekima (2019) in Zhejiang Province. Atmospheric Research. 278, 106543. https://doi.org/10.1016/j.atmosres.2022.106543
Professor Huiling Yuan's group reports progress on aerosol effects on cloud-precipitation systems and forecasts over the Yangtze-Huai River Valley
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- Liu, L., C. Cui, Y. Deng, et al., 2020. Localization and invigoration of Mei-yu front rainfall due to aerosol-cloud interactions: A preliminary assessment based on WRF simulations and IMFRE 2018 field observations. Journal of Geophysical Research: Atmospheres, 125, e2019JD031952. https://doi.org/10.1029/2019JD031952.
- Liu, L., H. Yuan, Y. Deng, et al., 2023. Effects of aerosols on the forecasting of Mei-yu frontal storms over the Yangtze-Huai River valley. Atmospheric Research, 283, 106535. https://doi.org/10.1016/j.atmosres.2022.106535.
GRL: A multi-scale deep learning framework for storm nowcasting
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- Yang, S., & Yuan, H. (2023). A customized multi-scale deep learning framework for storm nowcasting. Geophysical Research Letters, 50, e2023GL103979. https://doi.org/10.1029/2023GL103979
Professor Huiling Yuan's group reports progress on the impacts of weather regimes on offshore wind-power variability
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- Yang, S., H. Yuan*, L. Dong, 2022: Offshore wind resource assessment by characterizing weather regimes based on self-organizing map. Environmental Research Letters. 17, 124009. https://doi.org/10.1088/1748-9326/aca2c2
Professor Huiling Yuan's group reports progress on estimating ground heat flux
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- Baoqiang Wu, Steven Oncley, Huiling Yuan*, Fei Chen, 2020: Ground Heat Flux Determination Based on Near-Surface Soil Hydro-Thermodynamics. Journal of Hydrology, 591, 125578. https://doi.org/10.1016/j.jhydrol.2020.125578
Professor Huiling Yuan's group reports progress on soil-moisture model product fusion methods
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- Chen, Y., Yuan, H., 2020. Evaluation of nine sub-daily soil moisture model products over China using high-resolution in situ observations. J. Hydrol. 588, 125054. https://doi.org/10.1016/j.jhydrol.2020.125054
- Chen, Y., Yuan, H., Yang, Y., Sun, R., 2020. Sub-daily soil moisture estimate using dynamic Bayesian model averaging. J. Hydrol. 590, 125445. http://dx.doi.org/10.1016/j.jhydrol.2020.125445
Professor Huiling Yuan's group reports new progress on soil-moisture model product fusion methods
Related paper
- Chen, Y., Yuan, H., 2020. Evaluation of nine sub-daily soil moisture model products over China using high-resolution in situ observations. J. Hydrol. 588, 125054. https://doi.org/10.1016/j.jhydrol.2020.125054
- Chen, Y., Yuan, H., Yang, Y., Sun, R., 2020. Sub-daily soil moisture estimate using dynamic Bayesian model averaging. J. Hydrol. 590, 125445. http://dx.doi.org/10.1016/j.jhydrol.2020.125445
Professor Huiling Yuan's group reports progress on hydrological simulation and forecasting over the Huaihe River basin
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- Fangliang Chen, Huiling Yuan*, Ruochen Sun*, Chunlei Yang, 2020: Streamflow simulations using error correction ensembles of satellite precipitation products over the Huaihe River basin. Journal of Hydrology, 588, 125179. https://doi.org/10.1016/j.jhydrol.2020.125179
- Chunlei Yang, Huiling Yuan*, Xiang Su, 2020: Bias correction of ensemble precipitation forecasts in the improvement of summer streamflow prediction skill. Journal of Hydrology, 588, 124955. https://doi.org/10.1016/j.jhydrol.2020.124955
- Ruochen Sun, Huiling Yuan*, Yize Yang, 2018: Using multiple satellite-gauge merged precipitation products ensemble for hydrologic uncertainty analysis over the Huaihe River basin. Journal of Hydrology, 566, 406-420. https://doi.org/10.1016/j.jhydrol.2018.09.024
- Ruochen Sun, Huiling Yuan*, Xiaoli Liu, Xiaoman Jiang, 2017: Effect of heteroscedasticity treatment in residual error models on model calibration and prediction uncertainty estimation. Journal of Hydrology, 554, 680-692. https://doi.org/10.1016/j.jhydrol.2017.09.041
- Ruochen Sun, Huiling Yuan*, Xiaoli Liu, Xiaoman Jiang, 2016: Evaluation of the latest satellite-gauge precipitation products and their hydrologic applications over the Huaihe River basin. Journal of Hydrology, 536, 302-319. https://doi.org/10.1016/j.jhydrol.2016.02.054
- Yize Yang, Huiling Yuan*, and Wei Yu, 2018: Uncertainties of 3D soil hydraulic parameters in streamflow simulations using a distributed hydrological model system. Journal of Hydrology, 567, 12-24. https://doi.org/10.1016/j.jhydrol.2018.09.042
Professor Huiling Yuan's group reports progress on initiation and dissipation mechanisms of convective cloud streets over the Yellow Sea
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- Chen, Y., Yuan, H., & Gao, S. (2019). A high-resolution simulation of roll convection over the Yellow Sea during a cold air outbreak. Journal of Geophysical Research: Atmospheres, 124, 10608-10625. https://doi.org/10.1029/2019JD030968
Good news: undergraduate students Liu Yi from the School of Atmospheric Sciences and Li Yujie from Nanjing-Helsinki Institute win Excellence Awards in the 2024 National Meteorological Science Popularization Speech Contest
Work titleSymphony of clouds and rain - uncovering the mystery of artificial precipitation enhancement. Co-created by Luo Xiaochun, Zhu Yannian, and Wang Huan; scientific advisor: Huiling Yuan.
Professor Huiling Yuan receives Nanjing University's 2019 “My Favorite Graduate Career Mentor” honor
Benefit: Huiling Yuan introduces The Road Less Traveled and self-understanding
JIAOHENG 201606 - Issue 32






