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Supervised Stacking Ensemble Machine Learning Approach for Enhancing Prediction of Total Suspended Solids Concentration in Urban Watersheds
Publisher: ASCE
Abstract: The potential for stacking ensemble modeling to enhance the performance and generalizability of machine learning (ML) models for the estimation of total suspended solids (TSS) concentration was assessed by comparing the ...
Watershed-Scale Impacts of Nitrogen from On-Site Wastewater Systems: Parameter Sensitivity and Model Calibration
Publisher: American Society of Civil Engineers
Abstract: A numerical watershed model was used to evaluate the potential influence of various point and nonpoint sources including on-site wastewater systems (OWS) on stream nitrate concentration in Turkey Creek Watershed, Colorado. ...
Comparison of Targeted Replacement and Vegetative Filter Strips for Sediment Control and Cost Effectiveness
Publisher: American Society of Civil Engineers
Abstract: Two erosion control methods are compared for cost effectiveness in reducing sediment loading into the streams; targeted replacement of agricultural crops and placement of vegetative filter strips (VFS) along field drains. ...
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