Published works

The Bushfire and Natural Hazards CRC project titled “Mitigating the Effects of Severe Fires, Floods and Heatwaves through the Improvements of Land Dryness Measures and Forecasts” examines the use of detailed land surface models,
satellite measurements and ground-based observations for the monitoring and prediction of landscape dryness. This project will address a fundamental limitation in our ability to prepare for fires, floods and heatwaves and is directly
linked to pre-event planning as well as forecasting of events.

Currently landscape dryness is estimated in Australia using simple empirical models developed in the 1960’s. The most prominent of those used in Australia are the Keetch-Byram Drought Index (KBDI; Keetch & Byram 1968) and the Soil Dryness Index (SDI; Mount 1972). An initial study performed as part of this project suggest that analyses of soil moisture can be improved by using physically based land surface models, remote sensing measurements and data assimilation. The project has developed a stand-alone prototype land surface modelling system to produce daily soil moisture analyses at 5km resolution and at 4 soil layers. Verification against ground-based soil moisture observations show that this prototype system is significantly more skilful than both KBDI and SDI.

The present report documents the activities undertaken in 2018-2019. A major focus for the year has been on the downscaling of soil moisture from the JASMIN system, enhancing the spatial resolution from 5 km to 1km. Applications like fire danger mapping may require soil moisture information at higher spatial resolution due to the large spatial variability of soil moisture in the landscape. Another major outcome from the project during this year was the publication of a peerreviewed paper in the highly regarded Agriculture and Forest Meteorology journal.