A/Prof Jagannath Aryal
Associate Professor
Department of Infrastructure Engineering
166 Scholarly works
10 Projects
HIGHLIGHTS
2026
Journal article
Advancing vegetation segmentation from ALS point clouds: From benchmarking to GreenSegNet-A
DOI: 10.1016/j.srs.2026.1003822025
Journal article
Interdisciplinary challenges for wildfire futures
DOI: 10.1016/j.envsci.2025.1041752024
Conference Proceedings
BUILDING FOOTPRINT DATA FROM EARTH OBSERVATION CONTRIBUTE TO SUSTAINABLE CITY PLANNING: A PERSPECTIVE
DOI: 10.1109/IGARSS53475.2024.106426852024
Journal article
A rotation-invariant horizontal vertical pooled module for remote sensing image representation
DOI: 10.1007/s00521-024-10180-82022
Research Contracts
Crop Yield Prediction Using Satellite Remote Sensing Techniques
2022
Research grants (ARC, NHMRC, MRFF)
ARC Research Hub for Resilient and Intelligent Infrastructure Systems (RIIS) in Urban, Resources and Energy Sectors
2022
Research grants (ARC, NHMRC, MRFF)
ARC Research Hub for Resilient and Intelligent Infrastructure Systems (RIIS) in Urban, Resources and Energy Sectors
RECENT SCHOLARLY WORKS
2026
Journal article
The ‘What If’ framework: A scenario-based counterfactual approach to modelling urban resilience and disaster impact
DOI: 10.1016/j.scs.2026.1074632026
Book Chapter
An Intelligent Framework for Developing Nationwide Building Footprint Data Product for Australia
DOI: 10.1201/9781003638308-272026
Book Chapter
A Generalised Pre-training Strategy for Deep Learning Networks in Semantic Segmentation of Remotely Sensed Images
DOI: 10.1007/978-3-032-22261-9_282026
Journal article
Cross-modality learning between aerial and mobile LiDAR for vegetation segmentation
DOI: 10.1080/01431161.2026.26618352026
Journal article
A multidimensional morphological diagnosis of urban sprawl in the context of Melbourne’s Urban Growth Boundary
DOI: 10.1177/239980832614451342026
Journal article
Delineation of summer crop areas using Sentinel-2 imagery derived indices and georeferenced data collected through a Volunteered Geographic Information approach
DOI: 10.1080/19479832.2025.25993312025
Curated Exhibition, Event or Festival
Song of the Cricket
DOI: 10.26188/325282202025
Journal article
Distinct contribution of the blue spectral region and far-red solar-induced fluorescence to needle nitrogen and phosphorus assessment in coniferous nutrient trials with hyperspectral imagery
DOI: 10.1016/j.rse.2025.114915