A new deep learning approach based on bilateral semantic segmentation models for sustainable estuarine wetland ecosystem management

Autor: Pham, HN, Dang, KB, Nguyen, TV, Tran, NC, Ngo, XQ, Nguyen, DA, Phan, TTH, Nguyen, TT, Guo, W, Ngo, HH

Nowadays, estuarial areas have been strongly affected by the construction of electrical power dams from upstream, downstream urbanization and many types of hazards along the coastal regions. It has resulted in significant changes in estuarine wetland

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______363::7f9e4ecbf1d974f32f664005f2115052
https://hdl.handle.net/10453/165469

A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion

Autor: Nguyen, TT, Pham, TD, Nguyen, CT, Delfos, J, Archibald, R, Dang, KB, Hoang, NB, Guo, W, Ngo, HH

Monitoring agricultural soil organic carbon (SOC) has played an essential role in sustainable agricultural management. Precise and robust prediction of SOC greatly contributes to carbon neutrality in the agricultural industry. To create more knowledg

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______363::1eecb93c92a552df0ed2f901aecd9be4
https://hdl.handle.net/10453/165461

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

Autor: Nguyen, TT, Ngo, HH, Guo, W, Nguyen, HQ, Luu, C, Dang, KB, Liu, Y, Zhang, X

Water deficiency due to climate change and the world's population growth increases the demand for the water industry to carry out vulnerability assessments. Although many studies have been done on climate change vulnerability assessment, a specific f

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______363::3fd4f44aa61b040ae1d2362284f69fe4
https://hdl.handle.net/10453/141817

Comparison between U-shaped structural deep learning models to detect landslide traces.

Autor: Dang KB; Faculty of Geography, VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, Hanoi, Viet Nam., Nguyen CQ; Institute of Geological Sciences, Vietnam Academy of Science and Technology, 84 Chua Lang, Dong Da, Hanoi, Viet Nam. Electronic address: ncquan@igsvn.vast.vn., Tran QC; Institute of Geological Sciences, Vietnam Academy of Science and Technology, 84 Chua Lang, Dong Da, Hanoi, Viet Nam., Nguyen H; Faculty of Geography, VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, Hanoi, Viet Nam., Nguyen TT; Institute of Geological Sciences, Vietnam Academy of Science and Technology, 84 Chua Lang, Dong Da, Hanoi, Viet Nam., Nguyen DA; Institute of Geological Sciences, Vietnam Academy of Science and Technology, 84 Chua Lang, Dong Da, Hanoi, Viet Nam., Tran TH; Institute of Geological Sciences, Vietnam Academy of Science and Technology, 84 Chua Lang, Dong Da, Hanoi, Viet Nam., Bui PT; Institute of Geological Sciences, Vietnam Academy of Science and Technology, 84 Chua Lang, Dong Da, Hanoi, Viet Nam., Giang TL; Faculty of Geography, VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, Hanoi, Viet Nam; VNU Institute of Vietnamese Studies and Development Science (VNU-IVIDES), Vietnam National University, 336 Nguyen Trai, Thanh Xuan, Hanoi, Viet Nam., Nguyen DA; Quaternary - Geomorphology Association, Vietnam Academy of Science and Technology, 84, Chua Lang, Dong Da, Hanoi, Viet Nam., Lenh TA; Institute of Geological Sciences, Vietnam Academy of Science and Technology, 84 Chua Lang, Dong Da, Hanoi, Viet Nam., Ngo VL; Faculty of Geography, VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, Hanoi, Viet Nam., Yasir M; College of Oceanography and Space Informatics, China University of Petroleum, Qingdao 266580, China., Nguyen TT; Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Sydney, NSW 2007, Australia., Ngo HH; Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Sydney, NSW 2007, Australia. Electronic address: ngohuuhao121@gmail.com.

Publikováno v: The Science of the total environment [Sci Total Environ] 2024 Feb 20; Vol. 912, pp. 169113. Date of Electronic Publication: 2023 Dec 07.

Coastal landscape classification using convolutional neural network and remote sensing data in Vietnam.

Autor: Giang TL; VNU Institute of Vietnamese Studies and Development Sciences, Vietnam National University, Hanoi, 336 Nguyen Trai, 10000, Hanoi, Viet Nam; VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, 10000, Hanoi, Viet Nam. Electronic address: gianglinh1031@gmail.com., Bui QT; VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, 10000, Hanoi, Viet Nam. Electronic address: qthanh.bui@gmail.com., Nguyen TDL; VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, 10000, Hanoi, Viet Nam. Electronic address: nguyendieulinh3699@gmail.com., Dang VB; VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, 10000, Hanoi, Viet Nam. Electronic address: dangvanbao@hus.edu.vn., Truong QH; VNU Institute of Vietnamese Studies and Development Sciences, Vietnam National University, Hanoi, 336 Nguyen Trai, 10000, Hanoi, Viet Nam. Electronic address: haitq.ivides@gmail.com., Phan TT; Institute of Geological Sciences, Vietnam Academy of Science and Technology (VAST), Dong Da, 10000, Hanoi, Viet Nam. Electronic address: phantrongt@yahoo.com., Nguyen H; VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, 10000, Hanoi, Viet Nam. Electronic address: nguyenhieu@hus.edu.vn., Ngo VL; VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, 10000, Hanoi, Viet Nam. Electronic address: liemnv@hus.edu.vn., Tran VT; VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, 10000, Hanoi, Viet Nam. Electronic address: tranvantruong@hus.edu.vn., Yasir M; College of Oceanography and Space Informatics, China University of Petroleum, Qingdao 266580, China. Electronic address: yasirupc53@gmail.com., Dang KB; VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, 10000, Hanoi, Viet Nam. Electronic address: dangkinhbac@hus.edu.vn.

Publikováno v: Journal of environmental management [J Environ Manage] 2023 Jun 01; Vol. 335, pp. 117537. Date of Electronic Publication: 2023 Feb 24.