Jagannath Aryal

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

A cloud-based framework for sensitivity analysis of wildfire models

Ujjwal KC, Saurabh Garg, James E Hilton, Jagannath Aryal

Journal article  |  2020  |  Environmental Modelling and Software

Computational models for natural hazards usually require a large number of input parameters that affect the model outcome in a com..

Mapping Urban Tree Cover Changes Using Object-Based Convolution Neural Network (OB-CNN)

Shirisa Timilsina, Jagannath Aryal, Jamie B Kirkpatrick

Journal article  |  2020  |  Remote Sensing

Urban trees provide social, economic, environmental and ecosystem services benefits that improve the liveability of cities and con..

A new GIS-based technique using an adaptive neuro-fuzzy inference system for land subsidence susceptibility mapping

O Ghorbanzadeh, T Blaschke, J Aryal, K Gholaminia

Journal article  |  2020  |  Journal of Spatial Science

A Review on Drone-Based Data Solutions for Cereal Crops

Uma Shankar Panday, Arun Kumar Pratihast, Jagannath Aryal, Rijan Bhakta Kayastha

Journal article  |  2020  |  Drones

Food security is a longstanding global issue over the last few centuries. Eradicating hunger and all forms of malnutrition by 2030..

Correlating the Plant Height of Wheat with Above-Ground Biomass and Crop Yield Using Drone Imagery and Crop Surface Model, A Case Study from Nepal

US Panday, N Shrestha, S Maharjan, AK Pratihast, S Shahnawaz, KL Shrestha, J Aryal

Journal article  |  2020  |  Drones

Food security is one of the burning issues in the 21st century, as a tremendous population growth over recent decades has increase..

A mixed-methods study of the demographic and behavioural correlates of walking to a more distant bus stop

Bruna S Ragaini, Melanie J Sharman, Anna Lyth, Kim A Jose, Leigh Blizzard, Corey Peterson, Fay H Johnston, Andrew Palmer, Jagannath Aryal, Julie Williams, Elaine A Marshall, Megan Morse, Verity J Cleland

Journal article  |  2020  |  Transportation Research Interdisciplinary Perspectives

Walking to more distant public transport stops is commonly promoted for physical activity gain. We examined the uptake of, and re..

Using innovations to understand tourist mobility in national parks

A Hardy, J Aryal

Journal article  |  2020  |  Journal of Sustainable Tourism

Technological advances have had profound impacts upon tourists’ mobility. However, until recently, there has been a gap between te..

Innovations in Research Technology: the case of Tourism Tracer

Anne Hardy, Richard Eccleston, Dugald Tinch, Sarah Hylsop, Kate Booth, Brady Robards, Tommy Wong, Jagannath Aryal

Book Chapter  |  2020

This chapter describes the Tourism Tracer project that was created at UTAS with the vision of exploring the visitor experience. It..

Gully erosion susceptibility mapping (GESM) using machine learning methods optimized by the multi-collinearity analysis and K-fold cross-validation

Omid Ghorbanzadeh, Hejar Shahabi, Fahimeh Mirchooli, Khalil Valizadeh Kamran, Samsung Lim, Jagannath Aryal, Ben Jarihani, Thomas Blaschke

Journal article  |  2020  |  Geomatics, Natural Hazards and Risk

Gully erosion is a severe form of soil erosion that results in a wide range of environmental problems such as, dams’ sedimentation..