Researcher

My Expertise

My expertise is in geographic information systems (GIS). I apply GIS to real-world problems and help decision-making in a wide spectrum of humanitarian engineering problems, including red-flagging of epidemics and natural disaster management. GIS helps critical decision making and brings benefits to individuals and communities, especially to disadvantaged and marginalised people. I am recognised nationally and internationally as a GIS expert who is specialised in responding to outbreaks, disasters and relief efforts. For example, my publications include geospatial risk analysis methods to flag epidemics for urgent intervention, machine learning methods for bushfire susceptibility mapping, spatial clustering and modelling for landslides susceptibility mapping, social media data-based typhoon disaster assessment, and sugarcane yield prediction using a novel cross-validation approach.

Keywords

Fields of Research (FoR)

Geospatial information systems and geospatial data modelling, Photogrammetry and remote sensing, Physical geography and environmental geoscience not elsewhere classified, Geomatic engineering not elsewhere classified

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Biography

Associate Professor in the School of Civil and Environmental Engineering

I am an Associate Professor of geographic information systems (GIS) in the School of Civil and Environmental Engineering, UNSW Sydney. I have specialized in data science, artificial intelligence, and machine learning. My main research interest is to apply GIS to real-world problems and help decision-making in the fields of natural disaster/emergency management and public...view more

Location

Room 648, Wallace Wurth Building (C27)
Room 411, Civil Engineering Building (H20)
Kensington Campus

Map reference (Google map)

Contact

+61-2-9385 4505
+61-2-9385 5657