Area of research
Environmental Engineering · Soil Science
Research interest
Research interests include Soil Geostatistics and Mapping, Soil Carbon and Nitrogen Dynamics, Geochemistry and Geologic Mapping, and Soil erosion and sediment transport.
Spectroscopic solutions for generating new global soil information
Update and expansion of the soil and landscape grid of Australia
The Biogeography of Soil Bacteria in Australia Exhibits Greater Resistance to Climate Change Than Fungi
Applications and challenges of digital soil mapping in Africa
Drivers and human impacts on topsoil bacterial and fungal community biogeography across Australia
Some limitations of the concordance correlation coefficient to characterise model accuracy
A proposal for the assessment of soil security: Soil functions, soil services and threats to soil
Shapley values reveal the drivers of soil organic carbon stock prediction
Uncertainty of spatial averages and totals of natural resource maps
Baseline high-resolution maps of organic carbon content in Australian soils
Soil security—Strategizing a sustainable future for soil
Mapping soil organic carbon fractions for Australia, their stocks, and uncertainty
Interpretable spectroscopic modelling of soil with machine learning
Remote sensing of the Earth's soil color in space and time
Dealing with clustered samples for assessing map accuracy by cross-validation
Beyond prediction: methods for interpreting complex models of soil variation
Spatial cross-validation is not the right way to evaluate map accuracy
An integrated approach for the evaluation of quantitative soil maps through Taylor and solar diagrams
Digital soil science and beyond
Machine learning for digital soil mapping: Applications, challenges and suggested solutions
Precocious 19th century soil carbon science
Perspectives on data‐driven soil research
Machine learning for digital soil mapping: applications, challenges and suggested solutions
Multi-source data integration for soil mapping using deep learning