biostudies-literatureUnknown5Shetty BDAn increased understanding of the interaction between manure management and public and environmental health has led to the development of Alternative Dairy Effluent Management Strategies (ADEMS). The efficiency of such ADEMS can be increased using mechanical solid-liquid-separator (SLS) or gravitational Weeping-Wall (WW) solid separation systems. In this research, using pilot study data from 96 samples, the chemical, physical, biological, seasonal, and structural parameters between SLS and WW of ADEM systems were compared. Parameters including sodium, potassium, total salts, volatile solids, pH, and <i>E. coli</i> levels were significantly different between the SLS and WW of ADEMS. The separated solid fraction of the dairy effluents had the lowest <i>E. coli</i> levels, which could have beFrontiers in artificial intelligence921924https://www.ebi.ac.uk/biostudies/studies/S-EPMC9848401biostudies-literaturePredicting <i>Escherichia coli</i> levels in manure using machine learning in weeping wall and mechanical liquid solid separation systems.PMC9848401Shetty BDWeimer BCPandey PAmaly NfalsePredicting <i>Escherichia coli</i> levels in manure using machine learning in weeping wall and mechanical liquid solid separation systems.An increased understanding of the interaction between manure management and public and environmental health has led to the development of Alternative Dairy Effluent Management Strategies (ADEMS). The efficiency of such ADEMS can be increased using mechanical solid-liquid-separator (SLS) or gravitational Weeping-Wall (WW) solid separation systems. In this research, using pilot study data from 96 samples, the chemical, physical, biological, seasonal, and structural parameters between SLS and WW of ADEM systems were compared. Parameters including sodium, potassium, total salts, volatile solids, pH, and <i>E. coli</i> levels were significantly different between the SLS and WW of ADEMS. The separated solid fraction of the dairy effluents had the lowest <i>E. coli</i> levels, which could have be2022-01-01T00:00:00Z20222026-05-29T02:34:17.086Z2024-11-06T14:18:23.919ZS-EPMC98484013668685210.3389/frai.2022.921924