Yawen Shao

Using Machine Learning to Cut the Cost of Dynamical Downscaling

Sanaa Hobeichi, Nidhi Nishant, Yawen Shao, Gab Abramowitz, Andy Pitman, Steve Sherwood, Craig Bishop, Samuel Green

Journal article  |  2023  |  Earth's Future

Reconstructing climate trends adds skills to seasonal reference crop evapotranspiration forecasting

Qichun Yang, Quan J Wang, Andrew W Western, Wenyan Wu, Yawen Shao, Kirsti Hakala

Journal article  |  2022  |  HYDROLOGY AND EARTH SYSTEM SCIENCES

Evapotranspiration plays an important role in the terrestrial water cycle. Reference crop evapotranspiration (ETo) has been widely..

Introducing long-term trends into subseasonal temperature forecasts through trend-aware postprocessing

Yawen Shao, Quan J Wang, Andrew Schepen, Dongryeol Ryu

Journal article  |  2022  |  INTERNATIONAL JOURNAL OF CLIMATOLOGY

Skilful subseasonal forecasts are crucial for issuing early warnings of extreme weather events, such as heatwaves and floods. Oper..

Improved Trend-Aware Postprocessing of GCM Seasonal Precipitation Forecasts

Yawen Shao, Quan J Wang, Andrew Schepen, Dongryeol Ryu, Florian Pappenberger

Journal article  |  2022  |  JOURNAL OF HYDROMETEOROLOGY

Climate trends have been observed over the recent decades in many parts of the world, but current global climate models (GCMs) for..

Going with the Trend: Forecasting Seasonal Climate Conditions under Climate Change

Yawen Shao, Quan J Wang, Andrew Schepen, Dongryeol Ryu

Journal article  |  2021  |  MONTHLY WEATHER REVIEW

For managing climate variability and adapting to climate change, seasonal forecasts are widely produced to inform decision-making...

Post-processing of reservoir releases to support real-time reservoir operation and its effects on downstream hydrological alterations

Shan He, Xin'an Yin, Yawen Shao, Wei Yang

Journal article  |  2021  |  JOURNAL OF HYDROLOGY

Reservoir operation relies on two sets of flow data to conduct error analysis: inflow data and release data. Previous studies appl..

Understanding trends in hydrologic extremes across Australia

C Wasko, Y Shao, E Vogel, L Wilson, QJ Wang, A Frost, C Donnelly

Journal article  |  2021  |  Journal of Hydrology

Changes in the hydrologic cycle have far reaching impacts on agricultural productivity, water resources availability, riverine eco..

Post-processing Sub-seasonal to Seasonal Climate Forecasts Under Climate Change

Yawen Shao

Thesis / Dissertation  |  2021

For managing the impacts of climate variability and change, climate outlooks on sub-seasonal and seasonal timescales are attractin..

Embedding trend into seasonal temperature forecasts through statistical calibration ofGCMoutputs

Yawen Shao, Quan J Wang, Andrew Schepen, Dongryeol Ryu

Journal article  |  2021  |  International Journal of Climatology

Accurate and reliable seasonal climate forecasts are frequently sought by climate‐sensitive sectors to support decision‐making und..

An evaluation of ECMWF SEAS5 seasonal climate forecasts for Australia using a new forecast calibration algorithm

QJ Wang, Y Shao, Y Song, A Schepen, DE Robertson, D Ryu, F Pappenberger

Journal article  |  2019  |  Environmental Modelling and Software

The commencement of SEAS5 model for operational seasonal climate forecasting by the European Centre for Medium-Range Weather Forec..