A Robust Regime Shift Change Detection Algorithm for Water-Flow Dynamics

• Published in: Water
• Main Authors: Hatef Dastour, Anil Gupta, Gopal Achari, Quazi K. Hassan
• Format: Text
• Language: English
• Published: Multidisciplinary Digital Publishing Institute 2023
• Subjects: time series analysis; data segmentation; machine learning; SARIMA; random forest regression; Athabasca River; Fort McMurray; Sarima
• Online Access: https://doi.org/10.3390/w15081571

Stream and river monitoring have an influential role in agriculture, the fishing industry, land surveillance, the oil and gas industry, etc. Recognizing sudden changes in the behavior of streamflow could also provide tremendous insight for decision-making and administration purposes. The primary pur...