Advanced search
Publication Cover
Hydrological Sciences Journal Volume 67, 2022 - Issue 7
Submit an article Journal homepage
398
Views
9
CrossRef citations to date
0
Altmetric
Research Article

A novel hybrid approach to flood susceptibility assessment based on machine learning and land use change. Case study: a river watershed in Vietnam

Huu Duy Nguyena Faculty of Geography, VNU University of Science, Vietnam National University, Hanoi, VietnamView further author information
,
Bui Quang-Thanha Faculty of Geography, VNU University of Science, Vietnam National University, Hanoi, VietnamView further author information
,
Quoc-Huy Nguyenb Centre for Applied Research in Remote Sensing and Gis, Faculty of Geography, VNU University of Science, Vietnam National University, Hanoi, VietnamView further author information
,
Tien Giang Nguyenc Faculty of Hydrology, Meteorology and Oceanography, VNU University of Science, Vietnam National University, Hanoi, VietnamCorrespondence[email protected]
View further author information
,
Le Tuan Phama Faculty of Geography, VNU University of Science, Vietnam National University, Hanoi, VietnamView further author information
,
Xuan Linh Nguyena Faculty of Geography, VNU University of Science, Vietnam National University, Hanoi, VietnamView further author information
,
Phuong Lan Vua Faculty of Geography, VNU University of Science, Vietnam National University, Hanoi, VietnamView further author information
,
Thi Ha Thanh Nguyena Faculty of Geography, VNU University of Science, Vietnam National University, Hanoi, VietnamView further author information
,
Anh Tuan Nguyend International School (VNU-IS), Vietnam National University, Hanoi, VietnamView further author information
&
Alexandru-Ionut Petrisore Doctoral School of Urban Planning, Ion Mincu University of Architecture and Urbanism, Bucharest, RomaniaView further author information
 show all
Pages 1065-1083 | Received 14 Apr 2021, Accepted 25 Feb 2022, Published online: 16 May 2022

Citations (9)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (1)

Mohamed Saber, Tayeb Boulmaiz, Mawloud Guermoui, Karim I. Abdrabo, Sameh A. Kantoush, Tetsuya Sumi, Hamouda Boutaghane, Tomoharu Hori, Doan Van Binh, Binh Quang Nguyen, Thao T. P. Bui, Ngoc Duong Vo, Emad Habib & Emad Mabrouk. (2023) Enhancing flood risk assessment through integration of ensemble learning approaches and physical-based hydrological modeling. Geomatics, Natural Hazards and Risk 14:1.
Read now

Articles from other publishers (8)

Huu Duy Nguyen, Quoc-Huy Nguyen, Dinh Kha Dang, Chien Pham Van, Quang Hai Truong, Si Dung Pham, Quang-Thanh Bui & Alexandru-Ionut Petrisor. (2024) A novel flood risk management approach based on future climate and land use change scenarios. Science of The Total Environment 921, pages 171204.
Crossref
Huu Duy Nguyen, Quoc-Huy Nguyen & Quang-Thanh Bui. (2024) Solving the spatial extrapolation problem in flood susceptibility using hybrid machine learning, remote sensing, and GIS. Environmental Science and Pollution Research 31:12, pages 18701-18722.
Crossref
Huu Duy Nguyen, Dinh‐Kha Dang, Quang‐Thanh Bui & Alexandru‐Ionut Petrisor. (2023) Multi‐hazard assessment using machine learning and remote sensing in the North Central region of Vietnam. Transactions in GIS 27:5, pages 1614-1640.
Crossref
Van Tich Vu, Huu Duy Nguyen, Phuong Lan Vu, Minh Cuong Ha, Van Dong Bui, Thi Oanh Nguyen, Van Hiep Hoang & Thanh Kim Hue Nguyen. (2023) Predicting land use effects on flood susceptibility using machine learning and remote sensing in coastal Vietnam. Water Practice & Technology.
Crossref
Huu Duy Nguyen. (2023) Spatial modeling of flood hazard using machine learning and GIS in Ha Tinh province, Vietnam. Journal of Water and Climate Change 14:1, pages 200-222.
Crossref
Huu Duy Nguyen. (2022) GIS-based hybrid machine learning for flood susceptibility prediction in the Nhat Le–Kien Giang watershed, Vietnam. Earth Science Informatics 15:4, pages 2369-2386.
Crossref
Huu Duy Nguyen. (2022) Flood susceptibility assessment using hybrid machine learning and remote sensing in Quang Tri province, Vietnam. Transactions in GIS 26:7, pages 2776-2801.
Crossref
Huu Duy Nguyen, Phương Lan Vu, Minh Cuong Ha, Thi Bao Hoa Dinh, Thuy Hang Nguyen, Tich Phuc Hoang, Quang Cuong Doan, Van Manh Pham & Dinh Kha Dang. (2022) Flood susceptibility mapping using advanced hybrid machine learning and CyGNSS: a case study of Nghe An province, Vietnam. Acta Geophysica 70:6, pages 2785-2803.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.