Blar i USN Open Archive på forfatter "Melgar-García, Laura"
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Comparative Analysis of Deep Learning and Swarm-Optimized Random Forest for Groundwater Spring Potential Identification in Tropical Regions
Nhu, Viet-Ha; Hoa, Pham Viet; Melgar-García, Laura; Tien Bui, Dieu (Peer reviewed; Journal article, 2023)Identifying areas with high groundwater spring potential is crucial as it enables better decision-making concerning water supply, sustainable development, and the protection of sensitive ecosystems; therefore, it is necessary ... -
A novel semantic segmentation approach based on U-Net, WU-Net, and U-Net++ deep learning for predicting areas sensitive to pluvial flood at tropical area
Melgar-García, Laura; Martínez-Álvarez, Francisco; Tien Bui, Dieu; Troncoso, Alicia (Peer reviewed; Journal article, 2023)Floods remain one of the most devastating weather-induced disasters worldwide, resulting in numerous fatalities each year and severely impacting socio-economic development and the environment. Therefore, the ability to ...