ArticleThe Science of the total environment2020
Computational analysis of SARS-CoV-2/COVID-19 surveillance by wastewater-based epidemiology locally and globally: Feasibility, economy, opportunities and challenges.
Article in The Science of the total environment, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 294 papers, 5 of them syntheses that pooled it.
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Who cites it
294 citing papers in PubMed, 5 syntheses or guidelines pooled it, 590 citations in OpenAlex.
- Correlation between SARS-CoV-2 RNA concentration in wastewater and COVID-19 cases in community: A systematic review and meta-analysis.Journal of hazardous materials · 2023Pooled it
- SARS-CoV-2 shedding sources in wastewater and implications for wastewater-based epidemiology.Journal of hazardous materials · 2022Pooled it
- Factors influencing SARS-CoV-2 RNA concentrations in wastewater up to the sampling stage: A systematic review.The Science of the total environment · 2022Pooled it
- SARS-CoV-2 and other pathogens in municipal wastewater, landfill leachate, and solid waste: A review about virus surveillance, infectivity, and inactivation.Environmental research · 2022Pooled it
- Data-driven estimation of COVID-19 community prevalence through wastewater-based epidemiology.The Science of the total environment · 2021Pooled it
- Coupled epidemiological and wastewater modeling at the urban scale: A case study for Munich.iScience · 2026Article
- Wastewater-Based Epidemiology for Infectious Diseases: A New Trick for an Old Threat.Environment & health (Washington, D.C.) · 2026Review
- Long-read nanopore shotgun metagenomic DNA sequencing for river biodiversity, wildlife, pollution, and environmental health monitoring.NAR genomics and bioinformatics · 2026Article
- Wastewater Surveillance: A National Concept for Germany-A Refined Approach to Surveillance Site Selection.Microorganisms · 2026Article
- Seasonal and spatial variability of PMMoV in tropical urban wastewater-based surveillance: implications for accurate SARS-CoV-2 monitoring in Kampala, Uganda.BMC public health · 2026Article
- Designing effective SARS-CoV-2 wastewater surveillance system: lessons learnt from sustained monitoring in Delhi, India.BMC infectious diseases · 2026Article
- Wastewater-based surveillance of ESKAPE pathogens in resource-limited countries (RLCs): an essential tool for monitoring antibiotic resistance.Environmental monitoring and assessment · 2026Review
- Remotely Controlled Continuous Surveillance of Viral RNA in Wastewater Using a LoRa Network.IEEE internet of things journal · 2026Article
- Wastewater-based surveillance as a proactive public health tool: insights from SARS-CoV-2 monitoring in Kampala, Uganda (2023-2024).BMC public health · 2026Article
- Wastewater genomic surveillance identifies the emergence of the SARS-CoV-2 JN.1 lineage in urban settings of Gujarat.Frontiers in microbiology · 2026Article
- Budget impact of wastewater surveillance for COVID-19 in a large urban jail: an activity-based cost analysis.Frontiers in public health · 2026Article
- Wastewater-based surveillance of microbial pathogens in GCC countries (2015-2025): a scoping review and questionnaire survey with stakeholders.Frontiers in public health · 2026Article
- Long-term biological surveillance of SARS-CoV-2 in critical points for municipal sewage catchment in light of wastewater-based epidemiology, public health and environmental hygiene.Scientific reports · 2025Article
- Identification of Statewide Hotspots for Respiratory Disease Targets Using Wastewater Monitoring Data.Tropical medicine and infectious disease · 2025Article
- Early detection of emerging SARS-CoV-2 Variants from wastewater through genome sequencing and machine learning.Nature communications · 2025Article
234 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With the economic and practical limits of medical screening for SARS-CoV-2/COVID-19 coming sharply into focus worldwide, scientists are turning now to wastewater-based epidemiology (WBE) as a potential tool for assessing and managing the pandemic. We employed computational analysis and modeling to examine the feasibility, economy, opportunities and challenges of enumerating active coronavirus infections locally and globally using WBE. Depending on local conditions, detection in community wastewater of one symptomatic/asymptomatic infected case per 100 to 2,000,000 non-infected people is theoretically feasible, with some practical successes now being reported from around the world. Computer simulations for past, present and emerging epidemic hotspots (e.g., Wuhan, Milan, Madrid, New York City, Teheran, Seattle, Detroit and New Orleans) identified temperature, average in-sewer travel time and per-capita water use as key variables. WBE surveillance of populations is shown to be orders of magnitude cheaper and faster than clinical screening, yet cannot fully replace it. Cost savings worldwide for one-time national surveillance campaigns are estimated to be in the million to billion US dollar range (US$), depending on a nation's population size and number of testing rounds conducted. For resource poor regions and nations, WBE may represent the only viable means of effective surveillance. Important limitations of WBE rest with its inability to identify individuals and to pinpoint their specific locations. Not compensating for temperature effects renders WBE data vulnerable to severe under-/over-estimation of infected cases. Effective surveillance may be envisioned as a two-step process in which WBE serves to identify and enumerate infected cases, where after clinical testing then serves to identify infected individuals in WBE-revealed hotspots. Data provided here demonstrate this approach to save money, be broadly applicable worldwide, and potentially aid in precision management of the pandemic, thereby helping to accelerate the global economic recovery that billions of people rely upon for their livelihoods.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.