Improving urban flood prediction using LSTM-DeepLabv3+ and Bayesian optimization with spatiotemporal feature fusion

Z Situ, Q Wang, S Teng, W Feng, G Chen, Q Zhou… - Journal of …, 2024 - Elsevier
Deep learning models have become increasingly popular for flood prediction due to their
superior accuracy and efficiency compared to traditional methods. However, current models …

[HTML][HTML] Enhancing flow rate prediction of the Chao Phraya River Basin using SWAT–LSTM model coupling

K Phetanan, SM Hong, D Yun, J Lee… - Journal of Hydrology …, 2024 - Elsevier
Abstract Study region Chao Phraya River Basin—a major river with unique characteristics
located in Thailand. Study focus This study sought to simulate the flow rates in the Chao …

Spatial distribution of microplastics ingested by Holothuria atra (Echinodermata: Holothuroidea) in the tourism and marine mariculture development zone …

B Sulardiono, A Rahman, A Ismanto… - Environmental …, 2024 - Wiley Online Library
Abstract Holothuria atra (Echinodermata: Holothuroidea) is a type of invertebrate animal that
lives on the bottom of the rocky coast and has the potential as a nutritious food raw material …