Wastewater-based surveillance of SARS-CoV-2: Short-term projection (forecasting), smoothing and outlier identification using Bayesian smoothing

Douglas G. Manuel; Gauri Saran; Ivan Lee; Warsame Yusuf; Mathew Thomson; Élisabeth Mercier; Vince Pileggi; R. Michael McKay; Ryland Corchis-Scott; Qiudi Geng; Mark Servos; Heather Inert; Hadi Dhiyebi; Ivy M. Yang; Bart Harvey; Erin Rodenburg; Catherine Millar; Robert Delatolla

doi:10.1016/j.scitotenv.2024.174937

Wastewater-based surveillance of SARS-CoV-2: Short-term projection (forecasting), smoothing and outlier identification using Bayesian smoothing

Douglas G. Manuel
, Gauri Saran
, Ivan Lee
, Warsame Yusuf
, Mathew Thomson
, Élisabeth Mercier
, Vince Pileggi
, R. Michael McKay
, Ryland Corchis-Scott
, Qiudi Geng
, Mark Servos
, Heather Inert
, Hadi Dhiyebi
, Ivy M. Yang
, Bart Harvey
, Erin Rodenburg
, Catherine Millar
, Robert Delatolla

Department of Biological Sciences

The Ottawa Hospital Research Institute
University of Ottawa
Public Health Agency of Canada
Ontario Ministry of the Environment
University of Windsor
University of Waterloo
University of Toronto
City of Hamilton Public Health Services
Ottawa Public Health

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	174937
Journal	Science of the Total Environment
Volume	949
DOIs	https://doi.org/10.1016/j.scitotenv.2024.174937
State	Published - Nov 1 2024

ASJC Scopus Subject Areas

Environmental Engineering
Environmental Chemistry
Waste Management and Disposal
Pollution

Keywords

COVID-19
Modelling
Predictive analytics
SARS-CoV-2
Statistics
Wastewater epidemiology
Wastewater surveillance

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10.1016/j.scitotenv.2024.174937

Cite this

Manuel, D. G., Saran, G., Lee, I., Yusuf, W., Thomson, M., Mercier, É., Pileggi, V., McKay, R. M., Corchis-Scott, R., Geng, Q., Servos, M., Inert, H., Dhiyebi, H., Yang, I. M., Harvey, B., Rodenburg, E., Millar, C., & Delatolla, R. (2024). Wastewater-based surveillance of SARS-CoV-2: Short-term projection (forecasting), smoothing and outlier identification using Bayesian smoothing. Science of the Total Environment, 949, Article 174937. https://doi.org/10.1016/j.scitotenv.2024.174937

Manuel, DG, Saran, G, Lee, I, Yusuf, W, Thomson, M, Mercier, É, Pileggi, V, McKay, RM, Corchis-Scott, R, Geng, Q, Servos, M, Inert, H, Dhiyebi, H, Yang, IM, Harvey, B, Rodenburg, E, Millar, C & Delatolla, R 2024, 'Wastewater-based surveillance of SARS-CoV-2: Short-term projection (forecasting), smoothing and outlier identification using Bayesian smoothing', Science of the Total Environment, vol. 949, 174937. https://doi.org/10.1016/j.scitotenv.2024.174937

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title = "Wastewater-based surveillance of SARS-CoV-2: Short-term projection (forecasting), smoothing and outlier identification using Bayesian smoothing",

keywords = "COVID-19, Modelling, Predictive analytics, SARS-CoV-2, Statistics, Wastewater epidemiology, Wastewater surveillance",

author = "Manuel, \{Douglas G.\} and Gauri Saran and Ivan Lee and Warsame Yusuf and Mathew Thomson and {\'E}lisabeth Mercier and Vince Pileggi and McKay, \{R. Michael\} and Ryland Corchis-Scott and Qiudi Geng and Mark Servos and Heather Inert and Hadi Dhiyebi and Yang, \{Ivy M.\} and Bart Harvey and Erin Rodenburg and Catherine Millar and Robert Delatolla",

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doi = "10.1016/j.scitotenv.2024.174937",

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T1 - Wastewater-based surveillance of SARS-CoV-2

T2 - Short-term projection (forecasting), smoothing and outlier identification using Bayesian smoothing

AU - Manuel, Douglas G.

AU - Saran, Gauri

AU - Lee, Ivan

AU - Yusuf, Warsame

AU - Thomson, Mathew

AU - Mercier, Élisabeth

AU - Pileggi, Vince

AU - McKay, R. Michael

AU - Corchis-Scott, Ryland

AU - Geng, Qiudi

AU - Servos, Mark

AU - Inert, Heather

AU - Dhiyebi, Hadi

AU - Yang, Ivy M.

AU - Harvey, Bart

AU - Rodenburg, Erin

AU - Millar, Catherine

AU - Delatolla, Robert

PY - 2024/11/1

Y1 - 2024/11/1

KW - COVID-19

KW - Modelling

KW - Predictive analytics

KW - SARS-CoV-2

KW - Statistics

KW - Wastewater epidemiology

KW - Wastewater surveillance

UR - https://www.scopus.com/pages/publications/85200124220

U2 - 10.1016/j.scitotenv.2024.174937

DO - 10.1016/j.scitotenv.2024.174937

M3 - Article

C2 - 39067598

AN - SCOPUS:85200124220

SN - 0048-9697

VL - 949

JO - Science of the Total Environment

JF - Science of the Total Environment

M1 - 174937

ER -

Wastewater-based surveillance of SARS-CoV-2: Short-term projection (forecasting), smoothing and outlier identification using Bayesian smoothing

ASJC Scopus Subject Areas

Keywords

Access to Document

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