Jagannath Aryal

Spatial analysis methods and practice: describe-explore-explain through GIS

Alan Thomas, Jagannath Aryal

Journal article  |  2021  |  JOURNAL OF SPATIAL SCIENCE

Global sensitivity analysis for uncertainty quantification in fire spread models

Ujjwal KC, Jagannath Aryal, Saurabh Garg, James Hilton

Journal article  |  2021  |  Environmental Modelling & Software

Environmental models involve inherent uncertainties, the understanding of which is required for use by practitioners. One method o..

Using tracking technology to improve marketing: insights from a historic town in Tasmania, Australia

Bob Mckercher, Anne Hardy, Jagannath Aryal

Book Chapter  |  2021

Characterizing Spatial and Temporal Variability of Lightning Activity Associated with Wildfire over Tasmania, Australia

Haleh Nampak, Peter Love, Paul Fox-Hughes, Christopher Watson, Jagannath Aryal, Rebecca MB Harris

Journal article  |  2021  |  FIRE-SWITZERLAND

Lightning strikes are pervasive, however, their distributions vary both spatially and in time, resulting in a complex pattern of l..

Comparison of changes in vegetation and land cover types between Shenzhen and Bangkok

Yi Song, Jagannath Aryal, Liangcheng Tan, Long Jin, Zhihua Gao, Yunqiang Wang

Journal article  |  2021  |  Land Degradation & Development

As important node cities in the Belt and Road region, Shenzhen and Bangkok are faced with similar environmental threats posed by t..

Deep Learning-Based Semantic Segmentation of Urban Features in Satellite Images: A Review and Meta-Analysis

Bipul Neupane, Teerayut Horanont, Jagannath Aryal

Journal article  |  2021  |  REMOTE SENSING

Availability of very high-resolution remote sensing images and advancement of deep learning methods have shifted the paradigm of i..

Monitoring urban green spaces using geospatial technologies - A case study of Hobart, Tasmania, Australia

S Shekhar, J Aryal

Journal article  |  2021  |  Transactions of the Institute of Indian Geographers

A generalized artificial intelligence model for estimating the friction angle of clays in evaluating slope stability using a deep neural network and Harris Hawks optimization algorithm

H Zhang, H Nguyen, XN Bui, B Pradhan, PG Asteris, R Costache, J Aryal

Journal article  |  2021  |  Engineering with Computers

In landslide susceptibility mapping or evaluating slope stability, the shear strength parameters of rocks and soils and their effe..

Fire Simulation Data Set for Tasmania

Ujjwal K C, Saurabh Garg, James Hilton, Jagannath Aryal

Dataset  |  2021

This data set collects the processed simulation data obtained by running fire simulations in the Spark tool all over the Tasmanian..

A Surrogate Model for Rapidly Assessing the Size of a Wildfire over Time

Ujjwal KC, Jagannath Aryal, James Hilton, Saurabh Garg

Journal article  |  2021  |  Fire

Rapid estimates of the risk from potential wildfires are necessary for operational management and mitigation efforts. Computationa..