A/Prof Jagannath Aryal
Associate Professor
Department of Infrastructure Engineering
162 Scholarly works
9 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.2025.1041752025
Research contracts (non-grants)
APR Intern Agreement
2024
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
RECENT SCHOLARLY WORKS
2026
Journal article
A multidimensional morphological diagnosis of urban sprawl in the context of Melbourne’s Urban Growth Boundary
DOI: 10.1177/239980832614451342026
Journal article
Cross-modality learning between aerial and mobile LiDAR for vegetation segmentation
DOI: 10.1080/01431161.2026.26618352026
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
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.2025.1149152025
Journal article
A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models
DOI: 10.1016/j.neucom.2025.1304282025
Journal article
A novel architecture for automated delineation of the agricultural fields using partial training data in remote sensing images
DOI: 10.1016/j.compag.2025.1102652025
Journal article
Researching or researching with the public? A systematic review on knowledge co-production through citizen science
DOI: 10.1093/scipol/scae0532025
Journal article
Fine-Tuning-Based Transfer Learning for Building Extraction from Off-Nadir Remote Sensing Images
DOI: 10.3390/rs17071251