Thimmaiah Gudiyangada Nachappa

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

Comparisons of Diverse Machine Learning Approaches for Wildfire Susceptibility Mapping

Khalil Gholamnia, Thimmaiah Gudiyangada Nachappa, Omid Ghorbanzadeh et al. · Symmetry · 2020 · 133 citations · Full text

Climatology, Meteorology, Environmental Monitoring +15

Rapid mapping of landslides in the Western Ghats (India) triggered by 2018 extreme monsoon rainfall using a deep learning approach

Sansar Raj Meena, Omid Ghorbanzadeh, C.J. van Westen et al. · Landslides · 2021 · 120 citations · Full text

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

Multi-Hazard Exposure Mapping Using Machine Learning for the State of Salzburg, Austria

Thimmaiah Gudiyangada Nachappa, Omid Ghorbanzadeh, Khalil Gholamnia et al. · Remote Sensing · 2020 · 97 citations · Full text

Engineering, Machine Learning, Geomorphology +26