Dr Yuhang Zhang
Research Fellow in Hydroclimate Forecasting
Department of Infrastructure Engineering
27 Scholarly works
1 Projects
HIGHLIGHTS
2026
Journal article
A localisation strategy for scalable and efficient multi-source precipitation blending at high resolutions over large domains
DOI: 10.1016/j.jhydrol.2026.1358312026
Other
Supplementary material to "Design and trial implementation of a continental-scale, kilometre-resolution hourly precipitation analysis for Australia using satellite, radar and gauges"
DOI: 10.5194/egusphere-2026-666-supplement2026
Journal article
Use of regional sensitivity analysis for diagnosing parsimony of models: A water model case study
DOI: 10.1016/j.envsoft.2025.1067272023
Research Contracts
Historical / Near Real Time Precipitation Product
2022
Journal article
QRF4P-NRT: Probabilistic Post-Processing of Near-Real-Time Satellite Precipitation Estimates Using Quantile Regression Forests
DOI: 10.1029/2022WR0321172021
Journal article
New Insights Into Error Decomposition for Precipitation Products
DOI: 10.1029/2021GL0940922021
Journal article
Error characteristics and scale dependence of current satellite precipitation estimates products in hydrological modeling
DOI: 10.3390/rs13163061
RECENT SCHOLARLY WORKS
2025
Journal article
Improving PM2.5 simulations using LSTM: a study on spatiotemporal generalization
DOI: 10.1016/j.apr.2025.1026472025
Conference Proceedings
Advancing High-Resolution Precipitation Analysis for Operational Hydrological Applications in Australia: Data Sources, Methodologies, and Recommendations
DOI: 10.1002/wat2.700372025
Journal article
The global drought-sensitive areas will expand in the future
DOI: 10.1016/j.ecolind.2025.1138382025
Journal article
Improve streamflow simulations by combining machine learning pre-processing and post-processing
DOI: 10.1016/j.jhydrol.2025.1329042025
Journal article
Water body seasonality reveals the dominant role of human activity across the Yangtze River Basin in China
DOI: 10.1016/j.jhydrol.2025.1327592025
Journal article
Fine-tuning long short-term memory models for seamless transition in hydrological modelling: From pre-training to post-application
DOI: 10.1016/j.envsoft.2025.1063502024
Journal article
Climate change leads to an expansion of global drought-sensitive area
DOI: 10.1016/j.jhydrol.2024.130874