Romulus Costache

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

Application of remote sensing and machine learning algorithms for forest fire mapping in a Mediterranean area

Meriame Mohajane, Romulus Costache, Firoozeh Karimi et al. · Ecological Indicators · 2021 · 332 citations · Full text

Computing, Earth Sciences, Geoinformatics +16

GIS-based comparative assessment of flood susceptibility mapping using hybrid multi-criteria decision-making approach, naïve Bayes tree, bivariate statistics and logistic regression: A case of Topľa basin, Slovakia

Sk Ajim Ali, Farhana Parvin, Quoc Bao Pham et al. · Ecological Indicators · 2020 · 325 citations · Full text

Business, Decision Sciences, Hydrology +17

Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees

Rahebeh Abedi, Romulus Costache, Hossein Shafizadeh‐Moghadam et al. · Geocarto International · 2021 · 291 citations

Natural Resources, Disaster Planning, Hydrology +17

Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques

Romulus Costache, Quoc Bao Pham, Ehsan Sharifi et al. · Remote Sensing · 2019 · 270 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17