Tien Dat Pham

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

Dieu Tien Bui, Nhat‐Duc Hoang, Francisco Martínez‐Álvarez et al. · The Science of The Total Environment · 2019 · 394 citations

Natural Resources, Hydrology, Meteorology +15

Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges

Tien Dat Pham, Naoto Yokoya, Dieu Tien Bui et al. · Remote Sensing · 2019 · 319 citations · Full text

Natural Resources, Ecology, Forestry +17

A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping

Dieu Tien Bui, Phuong Thao Thi Ngo, Tien Dat Pham et al. · CATENA · 2019 · 310 citations

Computing, Computer Science, Artificial Intelligence +8

Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods

Dieu Tien Bui, Paraskevas Tsangaratos, Phuong Thao Thi Ngo et al. · The Science of The Total Environment · 2019 · 277 citations

Natural Resources, Hydrology, Feature Engineering +13

Improving Accuracy Estimation of Forest Aboveground Biomass Based on Incorporation of ALOS-2 PALSAR-2 and Sentinel-2A Imagery and Machine Learning: A Case Study of the Hyrcanian Forest Area (Iran)

Sasan Vafaei, Javad Soosani, Kamran Adeli et al. · Remote Sensing · 2018 · 270 citations · Full text

Natural Sciences, Earth Sciences, Forestry +17