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Bacterial and Viral Fecal Indicator Predictive Modeling Using Gradient Boosting at Three Great Lakes Recreational Beach Sites
Water quality measurements at 3 beach sites in the Great Lakes from the summer of 2015: Edgewater Beach, OH; Grant Park, WI; Washington Park, MI. Data include associated environmental parameters (meteorological and hydrologic). Microbial data include cultured fecal indicator bacteria, coliphage, and molecular marker (qPCR) measurements. Detailed description of data collection activities can be found in Wanjugi et al. 2018: https://www.sciencedirect.com/science/article/pii/S004313541830349X. Portions of this dataset are inaccessible because: It is included. They can be accessed through the following means: ScienceHub. Format: Excel File with a "MetaData" tab describing the data columns. This dataset is associated with the following publication: Cyterski, M., O. Shanks, P. Wanjugi, B. McMinn, A. Korajkic, K. Oshima, and R. Haugland. Bacterial and Viral Fecal Indicator Predictive Modeling Using Gradient Boosting at Three Great Lakes Recreational Beach Sites. WATER RESEARCH. Elsevier Science Ltd, New York, NY, USA, 223: 118970, (2022).
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연관 데이터
Bacterial and Viral Fecal Indicator Predictive Modeling Using Gradient Boosting at Three Great Lakes Recreational Beach Sites
공공데이터포털
Water quality measurements at 3 beach sites in the Great Lakes from the summer of 2015: Edgewater Beach, OH; Grant Park, WI; Washington Park, MI. Data include associated environmental parameters (meteorological and hydrologic). Microbial data include cultured fecal indicator bacteria, coliphage, and molecular marker (qPCR) measurements. Detailed description of data collection activities can be found in Wanjugi et al. 2018: https://www.sciencedirect.com/science/article/pii/S004313541830349X. Portions of this dataset are inaccessible because: It is included. They can be accessed through the following means: ScienceHub. Format: Excel File with a "MetaData" tab describing the data columns. This dataset is associated with the following publication: Cyterski, M., O. Shanks, P. Wanjugi, B. McMinn, A. Korajkic, K. Oshima, and R. Haugland. Bacterial and Viral Fecal Indicator Predictive Modeling Using Gradient Boosting at Three Great Lakes Recreational Beach Sites. WATER RESEARCH. Elsevier Science Ltd, New York, NY, USA, 223: 118970, (2022).
Variable Fecal Source Prioritization in Recreational Waters Routinely Monitored with Viral and Bacterial General Indicators
공공데이터포털
Data used to generate Figures 1-5 in manuscript. This dataset is associated with the following publication: Li, X., C.A. Kelty, M. Sivaganesan, and O. Shanks. Variable Fecal Source Prioritization in Recreational Waters Routinely Monitored with Viral and Bacterial General Indicators. WATER RESEARCH. Elsevier Science Ltd, New York, NY, USA, 192: 116845, (2021).
Quantitative Fecal Pollution Assessment with Bacterial, Viral, and Molecular Methods in Small Stream Tributaries
공공데이터포털
This dataset includes concentrations of culture-based fecal indicator concentrations, microbial source tracking marker concentrations, results from Bayesian statistical analysis. This dataset is associated with the following publication: McMinn, B., A. Korajkic, J. Kelleher, A. Diedrich, A. Pemberton, J. Willis, M. Sivaganesan, B. Shireman, A. Doyle, and O. Shanks. Quantitative fecal pollution assessment with bacterial, viral, and molecular methods in small stream tributaries. SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM, NETHERLANDS, 951: 175740, (2024).
Surfrider, station 973
공공데이터포털
Fecal indicator bacteria levels are measured in water samples collected from ocean and bay beaches, streams, lakes and other coastal waterways. Water samples are processed using the IDEXX Quanti-Tray/2000 Method to enumerate enterococcus bacteria, a bacteria indicator used by the Environmental Protection Agency (EPA) to determine human health risk at beaches and in other recreational waters. Surfrider lab and sampling site locations can be viewed at http://www.surfrider.org/blue-water-task-force
Surfrider, station 476
공공데이터포털
Fecal indicator bacteria levels are measured in water samples collected from ocean and bay beaches, streams, lakes and other coastal waterways. Water samples are processed using the IDEXX Quanti-Tray/2000 Method to enumerate enterococcus bacteria, a bacteria indicator used by the Environmental Protection Agency (EPA) to determine human health risk at beaches and in other recreational waters. Surfrider lab and sampling site locations can be viewed at http://www.surfrider.org/blue-water-task-force
Surfrider, station 654
공공데이터포털
Fecal indicator bacteria levels are measured in water samples collected from ocean and bay beaches, streams, lakes and other coastal waterways. Water samples are processed using the IDEXX Quanti-Tray/2000 Method to enumerate enterococcus bacteria, a bacteria indicator used by the Environmental Protection Agency (EPA) to determine human health risk at beaches and in other recreational waters. Surfrider lab and sampling site locations can be viewed at http://www.surfrider.org/blue-water-task-force
Surfrider, station 477
공공데이터포털
Fecal indicator bacteria levels are measured in water samples collected from ocean and bay beaches, streams, lakes and other coastal waterways. Water samples are processed using the IDEXX Quanti-Tray/2000 Method to enumerate enterococcus bacteria, a bacteria indicator used by the Environmental Protection Agency (EPA) to determine human health risk at beaches and in other recreational waters. Surfrider lab and sampling site locations can be viewed at http://www.surfrider.org/blue-water-task-force
Surfrider, station 929
공공데이터포털
Fecal indicator bacteria levels are measured in water samples collected from ocean and bay beaches, streams, lakes and other coastal waterways. Water samples are processed using the IDEXX Quanti-Tray/2000 Method to enumerate enterococcus bacteria, a bacteria indicator used by the Environmental Protection Agency (EPA) to determine human health risk at beaches and in other recreational waters. Surfrider lab and sampling site locations can be viewed at http://www.surfrider.org/blue-water-task-force
Surfrider, station 968
공공데이터포털
Fecal indicator bacteria levels are measured in water samples collected from ocean and bay beaches, streams, lakes and other coastal waterways. Water samples are processed using the IDEXX Quanti-Tray/2000 Method to enumerate enterococcus bacteria, a bacteria indicator used by the Environmental Protection Agency (EPA) to determine human health risk at beaches and in other recreational waters. Surfrider lab and sampling site locations can be viewed at http://www.surfrider.org/blue-water-task-force
Surfrider, station 446
공공데이터포털
Fecal indicator bacteria levels are measured in water samples collected from ocean and bay beaches, streams, lakes and other coastal waterways. Water samples are processed using the IDEXX Quanti-Tray/2000 Method to enumerate enterococcus bacteria, a bacteria indicator used by the Environmental Protection Agency (EPA) to determine human health risk at beaches and in other recreational waters. Surfrider lab and sampling site locations can be viewed at http://www.surfrider.org/blue-water-task-force