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Regression on Deep Visual Features using Artificial Neural Networks (ANNs) to Predict Hydraulic Blockage at Culverts
Positive value of $R^{2}$ score indicated the presence of correlation between visual features and hydraulic blockage and suggested that both can be interrelated with each other.
Automating Visual Blockage Classification of Culverts with Deep Learning
Blockage of culverts by transported debris materials is reported as main contributor in originating urban flash floods.
Prediction of Hydraulic Blockage at Cross Drainage Structures using Regression Analysis
Hydraulic blockage of cross-drainage structures such as culverts is considered one of main contributor in triggering urban flash floods.
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