GIẢNG DẠY:

Bản đồ số
Xử lý ảnh
Cơ sở lập trình
Viễn thám cơ bản
Viễn thám ứng dụng
Hệ thống thông tin địa lý (GIS)
Ứng dụng học máy trong khoa học trái đất và môi trường

LĨNH VỰC NGHIÊN CỨU:

Viễn thám, GIS, bản đồ số
Ứng dụng viễn thám trong nghiên cứu môi trường

CÔNG TRÌNH KHOA HỌC TIÊU BIỂU:

Nguyen, K. A., Liou, Y.-A*, Tien-Dat Pham, Thuy Thi Phuong Vu, Minh Khanh Luong, Nguyen Thanh Hoan, Truong-Vinh: 2025: Leveraging Remote Sensing and Machine Learning for Sustainable Management of Hanoi's Urban Golf Courses, Progress in Earth and Planetary Science, accepted on July 1, 2025
Rehman, A. U., Raziq, A., Shrestha, B., Nguyen, K. A., & Liou, Y.-A.*, 2025. The role of spectro-temporal remote sensing in vegetation classification: A comprehensive review integrating machine learning and bibliometric analysis. Computers and Electronics in Agriculture, Vol. 234,110184. https://doi.org/10.1016/j.compag.2025.110184. (SCI, IF = 7.700, RF = 2/89, Agriculture, Multidisciplinary)
Bera, S., Talukdar, S., Nguyen, K. A., Liou, Y. A.*, Guru, B., Chatterjee, R., & Ramana, G. V., 2025. Enhancing Evacuation Shelter Suitability in Compound Hazard-Prone Regions with a Bayesian Optimized Convolutional Neural Network Approach. International Journal of Disaster Risk Reduction, Vol. 119, 105306. https://doi.org/10.1016/j.ijdrr.2025.105306. (SCI, IF = 4.200, RF = 34/254, Geosciences, Multidisciplinary)
Liou, Y.-A *., Nguyen, Q.-V., Nguyen, K.-A., & Vo, T.-H. (2024). Human-Greenspace Interactions with Outdoor Air: Landscape Metric and PLS-SEM Approach. Journal of Cleaner Production. Submitted on Oct 23, 2023; Accepted on July 1, 2024. (SCI, IF = 9.7, RF=7/81, ENGINEERING, ENVIRONMENTAL).
Nguyen, K.A. and Y.-A. Liou*, 2024. Rethinking Our World: A Perspective on a Cleaner Globe Emerging from Reduced Anthropogenic Activities, Geoscience Letters. Submitted on Sept. 25, accepted on February 5, 2024.
Y.-A. Liou*, Tran, D. P, & Nguyen, K.A., 2024. Spatio-temporal patterns and driving forces of surface urban heat island in Taiwan. Urban Climate
Q.-V. Nguyen, Y.-A. Liou*, K.-A. Nguyen, D.-P. Tran, 2023: Participation of soil erosion modeling in land use adjustment for mountainous watershed management in Taiwan. Ecological Indicators, Volume 155, November 2023, 110993.
Liou, Y.A.*, T.-H. Vo, K.A. Nguyen. and J.P. Terry, 2023: Air quality improvement following COVID-19 lockdown measures and projected benefits for environmental health. Remote Sens. 2023, 15, 530.
P. Tarolli, J Luo, E Straffelini, Liou, Y.A., KA Nguyen, R Laurenti, R Masin, V. D’Agostino, 2023. Saltwater intrusion and climate change impact on coastal agriculture. PLOS Water.
Nguyen, K.A., Liou, Y.-A.*, H.-P. Tran, P.-P. Hoang & T.-H. Nguyen, 2022. Reply to “Comment on ‘Soil salinity assessment by using near-infrared channel and Vegetation Soil Salinity Index derived from Landsat 8 OLI data: a case study in the Tra Vinh Province, Mekong Delta, Vietnam’ by Kim-Anh Nguyen, Yuei-An Liou, Ha-Phuong Tran, Phi-Phung Hoang and Thanh-Hung Nguyen”. Progress in Earth and Planetary Science, 2022 9:46;
Shahfahad, S. Talukdar, R. Ali, K.-A. Nguyen, M. W. Naikoo, Y.-A. Liou*, A. R. M. T. Islam, J. Mallick, and A. Rahman, 2022. Modeling Drought Pattern in a Semi-arid Region of the Western Part of India. Environmental Monitoring and Assessment
Terry JP, Lau AA, Nguyen, K.-A, Liou, Y.-A and Switzer AD, 2021. Clustered, Stacked and Imbricated Large Coastal Rock Clasts on Ludao Island, Southeast Taiwan, and Their Application to Palaeotyphoon Intensity Assessment. Frontiers in Earth Science.
Nguyen, K.-A, Liou, Y.-A.*, T.-H. Vo, D.C. Dao, H.S. Nguyen, 2021. Evaluation of urban greenspace vulnerability to typhoon in Taiwan. Urban Forestry & Urban Greening, Volume 63, August 2021, 127191,
Liou, Y.-A., Nguyen, K.-A*, Ho, L.-T., 2021. Altering urban greenspace patterns and heat stress risk in Hanoi city during Master Plan 2030 implementation. Land Use Policy 105 (2021) 105405.
Tran, A.T., Nguyen, K.-A., Liou, Y.-A.*, Le, M.H., Vu, V.T., Nguyen, D.D. Nguyen. 2021. Classification and Observed Seasonal Phenology of Broadleaf Deciduous Forests in a Tropical Region by Using Multitemporal Sentinel-1A and Landsat 8 Data. Forests 2021, 12(2), 235
Nguyen, K.A., Y-A. Liou*, P.H. Tran, P.P. Hoang, and H.T. Nguyen, 2020: Soil salinity assessment by using an indicator derived from Landsat 8 OLI data: A case study in the Tra Vinh Province, Mekong Delta, Vietnam, Progress in Earth and Planetary Science
Nguyen, K.A, Y.-A. Liou* and J. Terry. 2019. Vulnerability of Vietnam to typhoons: A spatial assessment based on hazards, exposure and adaptive capacity. Science of the Total Environment (SCI, IF= 6.551, RF= 22/265, Environmental Sciences). Volume 682, 10 September 2019, Pages 31-46
YA Liou, JC Liu, CC Liu, CH Chen, K.A Nguyen, JP Terry. Consecutive Dual-Vortex Interactions between Quadruple Typhoons Noru, Kulap, Nesat and Haitang during the 2017 North Pacific Typhoon Season. Remote Sensing
Nguyen, K.A, Y.-A. Liou* 2019. Mapping global eco-environment vulnerability due to human and nature disturbances. MethodsX. Vol. 6, Pp: 862-875 doi.org/10.1016/j.mex.2019.03.023.
Nguyen, K.A, Y.-A. Liou*, 2019. Global mapping of eco-environmental vulnerability from human and nature disturbances. Science of the Total Env

SÁCH ĐÃ XUẤT BẢN:

Earth observations for environmental sustainability for the next decade. Remote sensing 2021.
Nguyen, K-A, Liou, Y.-A. 2020. Eco-environmental vulnerability assessment at regional and global scales. Publishing House for Science and Technology, ISBN: 978-604-9955-01-3.
Dao, D. C., Nguyen, H. S., and Nguyen, K.-A. Assessment of vulnerability due to impacts of climate change in central coastal area of Vietnam and suggestion for sustainable living model. Publishing House for Science and Technology. ISBN: 978-604-995-03-7. 5/2020.