Jagannath Aryal

An adaptive quadtree-based approach for efficient decision making in wildfire risk assessment

U KC, S Garg, J Hilton, J Aryal

Journal article  |  2023  |  Environmental Modelling and Software

Rapidly identifying high-risk areas for potential wildfires is crucial for preparedness, disaster management, and operational logi..

Characterising Topographic Influences of Bushfire Severity Using Machine Learning Models: A Case Study in a Hilly Terrain of Victoria, Australia

Saroj Kumar Sharma, Jagannath Aryal, Quanxi Shao, Abbas Rajabifard

Journal article  |  2023  |  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multi-Scale Feature Map Aggregation and Supervised Domain Adaptation of Fully Convolutional Networks for Urban Building Footprint Extraction

Jagannath Aryal, Bipul Neupane

Journal article  |  2023  |  REMOTE SENSING

Automated building footprint extraction requires the Deep Learning (DL)-based semantic segmentation of high-resolution Earth obser..

Container Orchestration in Edge and Fog Computing Environments for Real-Time IoT Applications

Z Wang, M Goudarzi, J Aryal, R Buyya

Book Chapter  |  2023

Resource management is the principal factor to fully utilize the potential of Edge/Fog computing to execute real-time and critical..

Leveraging a Wildfire Risk Prediction Metric with Spatial Clustering

Ujjwal Kc, Jagannath Aryal

Journal article  |  2022  |  FIRE-SWITZERLAND

Fire authorities have started widely using operational fire simulations for effective wildfire management. The aggregation of the ..

Leveraging Google Earth Engine (GEE) and Landsat Images to Assess Bushfire Severity and Postfire Short‐Term Vegetation Recovery

Saroj K Sharma, Jagannath Aryal, Abbas Rajabifard

Book Chapter  |  2022

Leveraging Google Earth Engine (GEE) and landsat images to assess bushfire severity and postfire short-term vegetation recovery: A case study of Victoria, Australia

SK Sharma, J Aryal, A Rajabifard

Book Chapter  |  2022

BUILDING FOOTPRINT SEGMENTATION USING TRANSFER LEARNING: A CASE STUDY OF THE CITY OF MELBOURNE

B Neupane, J Aryal, A Rajabifard

Journal article  |  2022  |  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Earth observation data including very high-resolution (VHR) imagery from satellites and unmanned aerial vehicles (UAVs) are the pr..

Impact of Vertical Atmospheric Structure on an Atypical Fire in a Mountain Valley

Mitsuhiro Ozaki, Rebecca MB Harris, Peter T Love, Jagannath Aryal, Paul Fox-Hughes, Grant J Williamson

Journal article  |  2022  |  FIRE-SWITZERLAND

Wildfires are not only a natural part of many ecosystems, but they can also have disastrous consequences for humans, including in ..

Multi-Criteria Assessment for City-Wide Rooftop Solar PV Deployment: A Case Study of Bandung, Indonesia

Anjar Dimara Sakti, Kalingga Titon Nur Ihsan, Tania Septi Anggraini, Zahratu Shabrina, Nugroho Adi Sasongko, Reza Fachrizal, Muhammad Aziz, Jagannath Aryal, Brian Yuliarto, Pradita Octoviandiningrum Hadi, Ketut Wikantika

Journal article  |  2022  |  REMOTE SENSING

The world faces the threat of an energy crisis that is exacerbated by the dominance of fossil energy sources that negatively impac..