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

Atmospheric Pollution Research

journal-article

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

WIREs Water

journal-article

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

Journal of Hydrology

journal-article

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

Journal of Hydrology

journal-article

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

Environmental Modelling & Software

journal-article

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

Journal of Hydrology

journal-article

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

Hydrology and Earth System Sciences

journal-article

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

Science of The Total Environment

journal-article

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

Journal of Cleaner Production

journal-article

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

Journal of Hydrology

journal-article

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

Water Resources Research

journal-article

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

Journal of Hydrology

journal-article

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

Water Resources Research

journal-article

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

Journal of Hydrometeorology

journal-article

InterComparison and Evaluation of MultiSource Soil Moisture Products in China

Earth and Space Science

journal-article

New Insights Into Error Decomposition for Precipitation Products

Geophysical Research Letters

journal-article

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

Journal of Geographical Sciences

journal-article

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

Remote Sensing

journal-article

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

Remote Sensing

journal-article

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

other

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

other