Yuhang Zhang

Work

University of Melbourne
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Research Fellow

Australia

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Education

Beijing Normal University
China

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PhD

Hohai University
China

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Master of Engineering

Publications

Improving PM2.5 simulations using LSTM: a study on spatiotemporal generalization

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Atmospheric Pollution Research

Summary

journal-article

Advancing High‐Resolution Precipitation Analysis for Operational Hydrological Applications in Australia: Data Sources, Methodologies, and Recommendations

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WIREs Water

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Improve streamflow simulations by combining machine learning pre-processing and post-processing

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Journal of Hydrology

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Water body seasonality reveals the dominant role of human activity across the Yangtze River Basin in China

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Journal of Hydrology

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Fine-tuning long short-term memory models for seamless transition in hydrological modelling: From pre-training to post-application

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Environmental Modelling & Software

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Climate change leads to an expansion of global drought-sensitive area

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Journal of Hydrology

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Comparing quantile regression forest and mixture density long short-term memory models for probabilistic post-processing of satellite precipitation-driven streamflow simulations

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Hydrology and Earth System Sciences

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The quantitative attribution of climate change to runoff increase over the Qinghai-Tibetan Plateau

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Science of The Total Environment

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Assessment on spatiotemporal variations for minimum water consumption of vegetation in China based on constraint line method

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Journal of Cleaner Production

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Changes of total and artificial water bodies in inland China over the past three decades

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Journal of Hydrology

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The Peer‐To‐Peer Type Propagation From Meteorological Drought to Soil Moisture Drought Occurs in Areas With Strong Land‐Atmosphere Interaction

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Water Resources Research

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Multi-objective operation of cascade reservoirs based on short-term ensemble streamflow prediction

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Journal of Hydrology

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QRF4P‐NRT: Probabilistic Post‐Processing of Near‐Real‐Time Satellite Precipitation Estimates Using Quantile Regression Forests

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Water Resources Research

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Machine learning for precipitation forecasts post-processing — Multi-model comparison and experimental investigation

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Journal of Hydrometeorology

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InterComparison and Evaluation of MultiSource Soil Moisture Products in China

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Earth and Space Science

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New Insights Into Error Decomposition for Precipitation Products

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Geophysical Research Letters

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Quantification of human and climate contributions to multi-dimensional hydrological alterations: A case study in the Upper Minjiang River, China

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Journal of Geographical Sciences

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Error Characteristics and Scale Dependence of Current Satellite Precipitation Estimates Products in Hydrological Modeling

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Remote Sensing

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Error Characteristics and Scale Dependence of Current Satellite Precipitation Estimates Products in Hydrological Modeling

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Remote Sensing

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Evaluation of multiple soil moisture products using in-situ observations over China

Summary

other

Improve short-term precipitation forecasts using numerical weather prediction model output and machine learning

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other