Sepideh Tavakkoli Piralilou

Flood susceptibility mapping with machine learning, multi-criteria decision analysis and ensemble using Dempster Shafer Theory

Thimmaiah Gudiyangada Nachappa, Sepideh Tavakkoli Piralilou, Khalil Gholamnia et al. · Journal of Hydrology · 2020 · 376 citations

Flash Flood, Hydrological Disaster, Environmental Monitoring +12

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas

Sepideh Tavakkoli Piralilou, Hejar Shahabi, Ben Jarihani et al. · Remote Sensing · 2019 · 177 citations · Full text

Rock Slide, Convolutional Neural Network, Engineering +20

A Google Earth Engine Approach for Wildfire Susceptibility Prediction Fusion with Remote Sensing Data of Different Spatial Resolutions

Sepideh Tavakkoli Piralilou, Golzar Einali, Omid Ghorbanzadeh et al. · Remote Sensing · 2022 · 101 citations · Full text

Earth Observation, Environmental Monitoring, Wildfire Susceptibility Prediction +21

A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia

Hejar Shahabi, Ben Jarihani, Sepideh Tavakkoli Piralilou et al. · Sensors · 2019 · 88 citations · Full text

Engineering, Machine Learning, Feature Detection +19

Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery

Hejar Shahabi, Maryam Rahimzad, Sepideh Tavakkoli Piralilou et al. · Remote Sensing · 2021 · 70 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20