Qian Sun

Publications

• GeoAI to implement an individual tree inventory: Framework and application of heat mitigation
• A Two-Step Approach to Blending GSMaP Satellite Rainfall Estimates with Gauge Observations over Australia
• Unpacking the inter- and intra-urban differences of the association between health and exposure to heat and air quality in Australia using global and local machine learning models
• Validating a tailored drought risk assessment methodology: drought risk assessment in local Papua New Guinea regions
• Enhancing the Australian Gridded Climate Dataset rainfall analysis using satellite data
• Evaluating Satellite Soil Moisture Datasets for Drought Monitoring in Australia and the South-West Pacific
• Interrogating the Installation Gap and Potential of Solar Photovoltaic Systems Using GIS and Deep Learning
• Investigating the Inter-Relationships among Multiple Atmospheric Variables and Their Responses to Precipitation
• Revisiting the cooling effects of urban greening: Planning implications of vegetation types and spatial configuration
• Author Correction: Enhancing the Australian Gridded Climate Dataset rainfall analysis using satellite data (Scientific Reports, (2022), 12, 1, (20691), 10.1038/s41598-022-25255-6)
• ROBUST TECHNIQUES FOR BUILDING FOOTPRINT EXTRACTION IN AERIAL LASER SCANNING 3D POINT CLOUDS
• Estimation of Older Driver's Cognitive Performance and Workload Using Features of Eye movement and Pupil Response on Test Routes
• Evaluation Schoolyard Wind Comfort Changes Due to Rapid Developments: Case Study of Nanjing, China
• A Comparison of Various Correction and Blending Techniques for Creating an Improved Satellite-Gauge Rainfall Dataset over Australia
• Urban–rural disparity of social vulnerability to natural hazards in Australia
• iHVI: AN OPEN-SOURCE TOOLKIT FOR CONSTRUCTING INTEGRATED HEAT VULNERABILITY INDEX IN AUSTRALIA
• Nexus of heat-vulnerable chronic diseases and heatwave mediated through tri-environmental interactions: A nationwide fine-grained study in Australia
• Optimal Solar Plant Site Identification Using GIS and Remote Sensing: Framework and Case Study
• Are high distributed streetscapes also located in the high social interaction streets? A Space syntax approach on street liveability assessment
• Solar Energy Modeling and Mapping for the Sustainable Campus at Monash University
• Investigating potential rooftop solar energy generated by Leased Federal Airports in Australia: Framework and implications
• GIS A Computing Perspective: Third Edition
• Urban-regional disparities in mental health signals in Australia during the COVID-19 pandemic: a study via Twitter data and machine learning models
• Investigating college youth travellers’ food choices using latent class modelling: a case study in China
• Global Warming Will Exacerbate Social Inequality Among Heat-Exposed Populations in the Continental Us by 2050
• Supporting virtual power plants decision-making in complex urban environments using reinforcement learning
• Structure and Function of Urban Forests and Green Spaces in a Changing World
• Car driving temporal cognitive workload estimation using features of eye tracking
• A Statistical Interpolation of Satellite Data with Rain Gauge Data over Papua New Guinea
• Does increased temperature affect residential mobility? A 20-year nationwide evidence in Australia
• Supporting Virtual Power Plants Decision-Making in Complex Urban Environments Using Reinforcement Learning
• Tracking the settlement patterns of culturally and linguistically diverse (CALD) populations in Australia: A census-based study from 2001 to 2021
• Using Machine Learning to Identify Urban Forest Crown Bounding Boxes (Cbb): A Fit for Purpose Test of Future Urban Sustainability?
• Large-Scale Simulation of Solar Irradiation and Energy Generation on Building Surfaces Through Urban Morphological Indicators: A Machine Learning Approach
• Spatial digital twin framework for overheight vehicle warning and re-routing system
• Conducting a Tailored and Localised Marine Heat Wave Risk Assessment for Vanuatu Fisheries
• Investigating Ecotourism Opportunities Measurements in a Complex Adaptive System: A Systematic Literature Review
• Solar building envelope potential in urban environments: A state-of-the-art review of assessment methods and framework
• Pairing monitoring datasets with probabilistic forecasts to provide early warning of drought in Australia
• Evaluating Tropical Cyclone-Induced Flood and Surge Risks for Vanuatu by Assessing Location Hazard Susceptibility
• Using machine learning to identify urban forest crown bounding boxes (CBB): Exploring a new method to develop urban forest policy
• Private-led land assembly and urban consolidation: The relative influence of regulatory zoning mechanisms
• Spatial Digital Twin Framework for Overheight Vehicle Warning and Re-Routing System
• Unpacking the journey to property crime in Changchun, China
• Health-integrated heat risk assessment in Australian cities
• Landscape of multiculturalism in Australia: Tracking ethnic diversity and its relation with neighbourhood features in 2001–2021
• Spatially analysed expansion of individual street tree crowns enables species-specific crown expansion predictions in different rainfall zones
• A Novel Method for Extracting and Analyzing the Geometry Properties of the Shortest Pedestrian Paths Focusing on Open Geospatial Data
• Moving Leisure Travellers to Low-Carbon Transportation: A Mode-Choice Analysis in Western Australia
• Assessing Data Quality and Performance of Openstreetmap Road Networks in Navigation Applications: The Case of a Large-Scale Dataset in Australia
• Linking urban tree inventories to remote sensing data for individual tree mapping
• Unpacking older drivers’ mobility at roundabouts: Their visual-motor coordination through driver–vehicle–environment interactions
• Space, Time, Activity and Human Error: Using Space–Time Constraints to Interrogate the Degree of Uncertainty in Survey-Based Movement Datasets.
• Driving manoeuvre during lane maintenance in older adults: Associations with neuropsychological scores
• Investigating articulated heavy-vehicle crashes in western Australia using a spatial approach
• A human-centred assessment framework to prioritise heat mitigation efforts for active travel at city scale
• Towards unpacking older drivers' visual-motor coordination: a gaze-based integrated driving assessment
• Pursuing Precise Vehicle Movement Trajectory in Urban Residential Area Using Multi-GNSS RTK Tracking
• A psycho-Geoinformatics approach for investigating older adults' driving behaviours and underlying cognitive mechanisms
• Unpacking older drivers’ maneuver at intersections: Their visual-motor coordination and underlying neuropsychological mechanisms
• Spatial structure of surface urban heat island and its relationship with vegetation and built-up areas in Melbourne, Australia
• Turning down the heat: An enhanced understanding of the relationship between urban vegetation and surface temperature at the city scale
• Detecting and mapping traffic signs from Google Street View images using deep learning and GIS
• Geographic information system for drought risk mapping in Australia - Drought risk analyser web app
• Investigating the driving behaviours of learner drivers with Autism Spectrum Disorder: An on-road assessment with Global Navigation Satellite System data
• Time-series dataset on land surface temperature, vegetation, built up areas and other climatic factors in top 20 global cities (2000–2018)
• Solar radiation modeling with KNIME and Solar Analyst: Increasing environmental model reproducibility using scientific workflows
• Positioning eye fixation and vehicle movement: Visual-motor coordination assessment in naturalistic driving
• Investigating the spatial pattern of older drivers' eye fixation behaviour and associations with their visual capacity
• Virtual power plants for a sustainable urban future
• Building Capacity for a User-Centred Integrated Early Warning System for Drought in Papua New Guinea
• Regional drought risk assessment in the Central Highlands and the South of Vietnam
• Investigating On-Road Lane Maintenance and Speed Regulation in Post-Stroke Driving: A Pilot Case–Control Study
• Assessing drivers’ visual-motor coordination using eye tracking, GNSS and GIS: a spatial turn in driving psychology
• Validating the efficacy of GPS tracking vehicle movement for driving behaviour assessment
• Prediction of Cognitive Performance of Drivers using Eye Fixation Behaviours
• Multiple-view strategies for enhanced understanding of dynamic tourist activity through geovisualization at regional and national scales
• Investigating on-road lane maintenance and speed regulation in post-stroke driving: A pilot case-control study
• Tourists vs. residents: Nested logit analysis of mode choices for environmental sustainability
• Large-scale prediction of solar irradiation, shading impacts, and energy generation on building Façade through urban morphological indicators: A machine learning approach
• Near Real-Time Responsive Flood Event Representation: An Open-Source Interactive Web Application Architecture
• Rapid Development of A Spatial Digital Twins Using Open-source Solutions
• Toward a Spatial Metaverse
• Agricultural drought risk assessments: a comprehensive review of indicators, algorithms, and validation for informed adaptations
• Assessing Multilevel Environmental and Air Quality Changes in Australia Pre- and Post-COVID-19 Lockdown
• Reducing the social inequity of neighborhood visual environment in Los Angeles through computer vision and multi-model machine learning