All Stories

  1. Deep neural network-based landslide hazard assessment and infrastructure exposure mapping: a case study of National Highway 279, Bac Kan province, Vietnam

    Article • Innovative Infrastructure Solutions, November 2025, Springer Science + Business Media

    Chinh Luu

  2. Landslide risk assessment using an integrated framework of machine learning algorithms and multi-criteria decision analysis

    Article • Natural Hazards, August 2025, Springer Science + Business Media

    Chinh Luu

  3. Processing of Sentinel-1B imaginary to extract water surface salinity incursion using observed data and hybrid models of particle swarm optimization

    Article • Earth Science Informatics, January 2025, Springer Science + Business Media

    Chinh Luu

  4. Integrating susceptibility maps of multiple hazards and building exposure distribution: a case study of wildfires and floods for the province of Quang Nam, Vietnam

    Article • Natural Hazards and Earth System Science, December 2024, Copernicus GmbH

    Chinh Luu

  5. Landslide susceptibility and building exposure assessment using machine learning models and geospatial analysis techniques

    Article • Advances in Space Research, December 2024, Elsevier

    Chinh Luu

  6. A Spatial Landslide Risk Assessment Based on Hazard, Vulnerability, Exposure, and Adaptive Capacity

    Article • Sustainability, November 2024, MDPI AG

    Chinh Luu

  7. A holistic approach to salinity intrusion vulnerability assessment using geospatial technologies: An application for mekong delta of vietnam

    Article • International Journal of Disaster Risk Reduction, October 2024, Elsevier

    Chinh Luu

  8. Improving the forecast performance of landslide susceptibility mapping by using ensemble gradient boosting algorithms

    Article • Environment Development and Sustainability, March 2024, Springer Science + Business Media

    Chinh Luu

  9. Integrating multi-hazard susceptibility and building exposure: A case study for Quang Nam province, Vietnam

    Article • January 2024, Copernicus GmbH

    Chinh Luu

  10. Evaluating Surface Water Salinity Indicators from Landsat-8 OLI Imagery Using Machine Learning

    Article • January 2024, Springer Science + Business Media

    Chinh Luu

  11. Landslide spatial prediction utilizing fuzzy unordered rules induction ensemble models: a case study in Thai Nguyen, Vietnam

    Article • Modeling Earth Systems and Environment, December 2023, Springer Science + Business Media

    Chinh Luu

  12. Urban flood risk assessment using Sentinel-1 on the google earth engine: A case study in Thai Nguyen city, Vietnam

    Article • Remote Sensing Applications Society and Environment, August 2023, Elsevier

    Chinh Luu

  13. Flash flood and landslide susceptibility analysis for a mountainous roadway in Vietnam using spatial modeling

    Article • Quaternary Science Advances, July 2023, Elsevier

    Chinh Luu

  14. Building drought classification map with landsat 8 image data in Bac Binh district, Binh Thuan province

    Article • Journal of Science and Technology in Civil Engineering (JSTCE) - HUCE, June 2023, National University of Civil Engineering (NUCE)

    Chinh Luu

  15. An analysis of the relative variable importance to flood fatality using a machine learning approach

    Article • Journal of Science and Technology in Civil Engineering (JSTCE) - HUCE, March 2023, National University of Civil Engineering (NUCE)

    Chinh Luu

  16. Flood risk mapping and analysis using an integrated framework of machine learning models and analytic hierarchy process

    Article • Risk Analysis, September 2022, Wiley

    Chinh Luu

  17. A machine learning approach in spatial predicting of landslides and flash flood susceptible zones for a road network

    Article • Modeling Earth Systems and Environment, April 2022, Springer Science + Business Media

    Chinh Luu

  18. A practical approach to flood hazard, vulnerability, and risk assessing and mapping for Quang Binh province, Vietnam

    Article • Environment Development and Sustainability, January 2022, Springer Science + Business Media

    Chinh Luu

  19. Mapping direct flood impacts from a 2020 extreme flood event in Central Vietnam using spatial analysis techniques

    Article • International Journal of Disaster Resilience in the Built Environment, November 2021, Emerald

    Chinh Luu, Chinh Luu

  20. GIS-based ensemble computational models for flood susceptibility prediction in the Quang Binh Province, Vietnam

    Article • Journal of Hydrology, August 2021, Elsevier

    Chinh Luu

  21. Flash flood susceptibility prediction mapping for a road network using hybrid machine learning models

    Article • Natural Hazards, June 2021, Springer Science + Business Media

    Chinh Luu

  22. Flood-prone area mapping using machine learning techniques: a case study of Quang Binh province, Vietnam

    Article • Natural Hazards, June 2021, Springer Science + Business Media

    Chinh Luu

  23. Flood risk assessment using deep learning integrated with multi-criteria decision analysis

    Article • Knowledge-Based Systems, May 2021, Elsevier

    Chinh Luu

  24. Can deep learning algorithms outperform benchmark machine learning algorithms in flood susceptibility modeling?

    Article • Journal of Hydrology, January 2021, Elsevier

    Chinh Luu

  25. Flood risk assessment using hybrid artificial intelligence models integrated with multi-criteria decision analysis in Quang Nam Province, Vietnam

    Article • Journal of Hydrology, January 2021, Elsevier

    Chinh Luu

  26. New approach of water quantity vulnerability assessment using satellite images and GIS-based model: An application to a case study in Vietnam

    Article • The Science of The Total Environment, October 2020, Elsevier

    Chinh Luu

  27. Framework of Spatial Flood Risk Assessment for a Case Study in Quang Binh Province, Vietnam

    Article • Sustainability, April 2020, MDPI AG

    Chinh Luu

  28. Analyzing Vietnam's national disaster loss database for flood risk assessment using multiple linear regression-TOPSIS

    Article • International Journal of Disaster Risk Reduction, November 2019, Elsevier

    Chinh Luu

  29. Analyzing Flood Fatalities in Vietnam Using Statistical Learning Approach and National Disaster Database

    Article • August 2018, Springer Science + Business Media

    Chinh Luu

  30. Flood risk management activities in Vietnam: A study of local practice in Quang Nam province

    Article • International Journal of Disaster Risk Reduction, June 2018, Elsevier

    Chinh Luu

  31. A Flood Risk Assessment of Quang Nam, Vietnam Using Spatial Multicriteria Decision Analysis

    Article • Water, April 2018, MDPI AG

    Chinh Luu

  32. Assessing flood hazard using flood marks and analytic hierarchy process approach: a case study for the 2013 flood event in Quang Nam, Vietnam

    Article • Natural Hazards, November 2017, Springer Science + Business Media

    Chinh Luu

  33. Analysing flood fatalities in Vietnam using national disaster database and tree-based methods

    Article • May 2017, Copernicus GmbH

    Chinh Luu

  34. Balancing costs and benefits in Vietnam’s hydropower industry: a strategic proposal

    Article • International Journal of Disaster Resilience in the Built Environment, February 2017, Emerald

    Dr Sittimont Kanjanabootra, Chinh Luu, Chinh Luu