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Phuong Thao Thi Ngo

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An h-index of 31 places this researcher in Earth Sciences, within the top 5% of 1,456 profiles in this field in our directory.

Featured publications

Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran408 citations
Geoscience Frontiers · 2020 · DOI
A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area399 citations
The Science of The Total Environment · 2019 · DOI
A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping315 citations
CATENA · 2019 · DOI
Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods280 citations
The Science of The Total Environment · 2019 · DOI
Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area158 citations
CATENA · 2020 · DOI
A Novel Hybrid Swarm Optimized Multilayer Neural Network for Spatial Prediction of Flash Floods in Tropical Areas Using Sentinel-1 SAR Imagery and Geospatial Data145 citations
Sensors · 2018 · DOI
Decision tree based ensemble machine learning approaches for landslide susceptibility mapping137 citations
Geocarto International · 2021 · DOI
Predicting the deforestation probability using the binary logistic regression, random forest, ensemble rotational forest, REPTree: A case study at the Gumani River Basin, India131 citations
The Science of The Total Environment · 2020 · DOI
Prediction of landslide susceptibility in Rudraprayag, India using novel ensemble of conditional probability and boosted regression tree-based on cross-validation method130 citations
The Science of The Total Environment · 2020 · DOI
A tree-based intelligence ensemble approach for spatial prediction of potential groundwater113 citations
International Journal of Digital Earth · 2020 · DOI

About the field of Earth Sciences

Common research topics in this field:

Geological and Geophysical StudiesHydrology and Watershed Management Studiesearthquake and tectonic studiesClimate variability and modelsAir Quality and Health ImpactsFlood Risk Assessment and Management

Institutions with the most researchers in this field:

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Phuong Thao Thi NgoHanoi University of Mining and Geology
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