2026. A systematic review of real-time monitoring systems for oil and gas pipeline leakage identification based on deep learning approaches. Recent Advances in Natural Sciences. 4, 1 (Jun. 2026), 250. DOI:https://doi.org/10.61298/rans.2026.4.1.250.