Articles | Volume 25, issue 9
https://doi.org/10.5194/nhess-25-3505-2025
https://doi.org/10.5194/nhess-25-3505-2025
Research article
 | 
22 Sep 2025
Research article |  | 22 Sep 2025

Predicting Soil Salinity in the Red River Delta (Vietnam) Using Machine Learning and Assessing Farmers' Adaptive Capacity

Huu Duy Nguyen, Dinh Kha Dang, Thi Anh Tam Lai, Duc Dung Tran, Himan Shahabi, and Quang-Thanh Bui

Cited articles

Aksoy, S., Sertel, E., Roscher, R., Tanik, A., and Hamzehpour, N.: Assessment of soil salinity using explainable machine learning methods and Landsat 8 images, Int. J. Appl. Earth Obs. Geoinf., 130, 103879, https://doi.org/10.1016/j.jag.2024.103879, 2024. 
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Alamir, N., Kamel, S., Megahed, T. F., Hori, M., and Abdelkader, S. M.: Developing hybrid demand response technique for energy management in microgrid based on pelican optimization algorithm, Electr. Power Syst. Res., 214, 108905, https://doi.org/10.1016/j.epsr.2022.108905, 2023. 
Asfaw, E., Suryabhagavan, K., and Argaw, M.: Soil salinity modeling and mapping using remote sensing and GIS: The case of Wonji sugar cane irrigation farm, Ethiopia, J. Saudi Soc. Agric. Sci., 17, 250–258, https://doi.org/10.1016/j.jssas.2016.05.003, 2018. 
Bandak, S., Movahedi-Naeini, S. A., Mehri, S., and Lotfata, A.: A longitudinal analysis of soil salinity changes using remotely sensed imageries, Sci. Rep., 14, 10383, https://doi.org/10.1038/s41598-024-60033-6, 2024. 
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Short summary
Although several previous studies have been conducted to assess soil salinity in Vietnam, most have focused on assessing soil salinity and farmers' adaptive capacity in the Mekong Delta. Few studies have been conducted in the Red River Delta. The Red River Delta is one of the key agricultural regions in Southeast Asia. Therefore, assessing soil salinity and farms' adaptive capacity in this area is necessary.
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