{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,9]],"date-time":"2026-11-09T20:54:44Z","timestamp":1794257684438,"version":"4.9.0"},"reference-count":59,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100008530","name":"European Regional Development Fund","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Science of The Total Environment"],"published-print":{"date-parts":[[2023,9]]},"DOI":"10.1016\/j.scitotenv.2023.164519","type":"journal-article","created":{"date-parts":[[2023,5,31]],"date-time":"2023-05-31T02:01:54Z","timestamp":1685498514000},"page":"164519","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":29,"special_numbering":"C","title":["Wastewater-based prediction of COVID-19 cases using a random forest algorithm with strain prevalence data: A case study of five municipalities in Latvia"],"prefix":"10.1016","volume":"891","author":[{"given":"Brigita","family":"Dejus","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"P\u0101vels","family":"Cacivkins","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dita","family":"Gudra","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandis","family":"Dejus","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maija","family":"Ustinova","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ance","family":"Roga","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martins","family":"Strods","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juris","family":"Kibilds","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guntis","family":"Boikmanis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Karina","family":"Ortlova","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laura","family":"Krivko","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liga","family":"Birzniece","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Edmunds","family":"Skinderskis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aivars","family":"Berzins","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Davids","family":"Fridmanis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Talis","family":"Juhna","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"8","key":"10.1016\/j.scitotenv.2023.164519_bb0005","doi-asserted-by":"crossref","first-page":"10163","DOI":"10.1007\/s13369-021-06419-4","article-title":"Application of mathematical modeling in prediction of COVID-19 transmission dynamics","volume":"47","author":"AlArjani","year":"2022","journal-title":"Arab. J. Sci. Eng."},{"issue":"February","key":"10.1016\/j.scitotenv.2023.164519_bb0010","article-title":"Occurrence of various viruses and recent evidence of SARS-CoV-2 in wastewater systems","volume":"414","author":"Ali","year":"2021","journal-title":"J. Hazard. Mater."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0015","doi-asserted-by":"crossref","DOI":"10.1038\/s41587-022-01387-y","article-title":"Viral variant-resolved wastewater surveillance of SARS-CoV-2 at national scale","author":"Amman","year":"2022","journal-title":"Nat. Biotechnol."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0020","article-title":"Wastewater-based prediction of COVID-19 cases using a highly sensitive SARS-CoV-2 RNA detection method combined with mathematical modeling","volume":"107743","author":"Ando","year":"2023","journal-title":"Environ. Int."},{"issue":"1","key":"10.1016\/j.scitotenv.2023.164519_bb0025","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-022-16147-w","article-title":"Modelling the interplay of SARS-CoV-2 variants in the United Kingdom","volume":"12","author":"Barreiro","year":"2022","journal-title":"Sci. Rep."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0030","series-title":"Water Research","article-title":"Making waves: Plausible lead time for wastewater based epidemiology as an early warning system for COVID-19","volume":"vol. 202","author":"Bibby","year":"2021"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0035","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2021.147451","article-title":"On forecasting the community-level COVID-19 cases from the concentration of SARS-CoV-2 in wastewater","volume":"786","author":"Cao","year":"2021","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0040","series-title":"International Journal of Environmental Research and Public Health (Vol. 17, Issue 11, pp. 1\u201325). MDPI AG","article-title":"Observed and potential impacts of the covid-19 pandemic on the environment","author":"Cheval","year":"2020"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0045","doi-asserted-by":"crossref","first-page":"1","DOI":"10.7717\/peerj-cs.623","article-title":"The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation","volume":"7","author":"Chicco","year":"2021","journal-title":"PeerJ Comput. Sci."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0050","doi-asserted-by":"crossref","first-page":"453","DOI":"10.1016\/j.trac.2018.06.004","article-title":"Wastewater-based epidemiology biomarkers: past, present and future","volume":"105","author":"Choi","year":"2018","journal-title":"TrAC Trends Anal. Chem."},{"issue":"3","key":"10.1016\/j.scitotenv.2023.164519_bb0055","doi-asserted-by":"crossref","DOI":"10.2807\/1560-7917.ES.2020.25.3.2000045","article-title":"Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR","volume":"25","author":"Corman","year":"2020","journal-title":"Eurosurveillance"},{"issue":"1","key":"10.1016\/j.scitotenv.2023.164519_bb0060","doi-asserted-by":"crossref","DOI":"10.1186\/s12916-022-02262-y","article-title":"Protective action of natural and induced immunization against the occurrence of delta or alpha variants of SARS-CoV-2 infection: a test-negative case-control study","volume":"20","author":"Corrao","year":"2022","journal-title":"BMC Med."},{"issue":"2","key":"10.1016\/j.scitotenv.2023.164519_bb0065","doi-asserted-by":"crossref","DOI":"10.1093\/gigascience\/giab008","article-title":"Twelve years of SAMtools and BCFtools","volume":"10","author":"Danecek","year":"2021","journal-title":"GigaScience"},{"issue":"16","key":"10.1016\/j.scitotenv.2023.164519_bb0070","doi-asserted-by":"crossref","DOI":"10.3390\/ijerph191610400","article-title":"Public health management of the COVID-19 pandemic in Australia: the role of the Morrison government","volume":"19","author":"Duckett","year":"2022","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"4","key":"10.1016\/j.scitotenv.2023.164519_bb0075","article-title":"Comparative transmissibility of SARS-CoV-2 variants Delta and alpha in New England, USA","volume":"3","author":"Earnest","year":"2022","journal-title":"Cell Rep. Med."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0080","author":"European Commision"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0085","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2022.153775","article-title":"Detection of SARS-CoV-2 RNA in wastewater and importance of population size assessment in smaller cities: an exploratory case study from two municipalities in Latvia","volume":"823","author":"Gudra","year":"2022","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0090","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2020.138875","article-title":"Computational analysis of SARS-CoV-2\/COVID-19 surveillance by wastewater-based epidemiology locally and globally: feasibility, economy, opportunities and challenges","volume":"730","author":"Hart","year":"2020","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0095","series-title":"Nature Reviews Microbiology (Vol. 19, Issue 7, pp. 409\u2013424). Nature Research","article-title":"SARS-CoV-2 variants, spike mutations and immune escape","author":"Harvey","year":"2021"},{"issue":"2233","key":"10.1016\/j.scitotenv.2023.164519_bb0100","article-title":"Estimating SARS-CoV-2 variant fitness and the impact of interventions in England using statistical and geo-spatial agent-based models","volume":"380","author":"Hinch","year":"2022","journal-title":"Philos. Trans. R. Soc. A Math. Phys. Eng. Sci."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0105","doi-asserted-by":"crossref","DOI":"10.1016\/j.envpol.2022.119679","article-title":"Wastewater-based epidemiological surveillance to monitor the prevalence of SARS-CoV-2 in developing countries with onsite sanitation facilities","volume":"311","author":"Jakariya","year":"2022","journal-title":"Environ. Pollut."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0110","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2020.141364","article-title":"Shedding of SARS-CoV-2 in feces and urine and its potential role in person-to-person transmission and the environment-based spread of COVID-19","volume":"749","author":"Jones","year":"2020","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0115","series-title":"Environmental Research","article-title":"Wastewater monitoring as a supplementary surveillance tool for capturing SARS-COV-2 community spread. A case study in two Greek municipalities","volume":"vol. 200","author":"Koureas","year":"2021"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0120","series-title":"Chemical Engineering Journal","article-title":"Lead time of early warning by wastewater surveillance for COVID-19: geographical variations and impacting factors","volume":"vol. 441","author":"Kumar","year":"2022"},{"issue":"4","key":"10.1016\/j.scitotenv.2023.164519_bb0125","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1038\/nmeth.1923","article-title":"Fast gapped-read alignment with Bowtie 2","volume":"9","author":"Langmead","year":"2012","journal-title":"Nat. Methods"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0130","series-title":"Frontiers in Public Health","article-title":"The disease severity and clinical outcomes of the SARS-CoV-2 variants of concern","volume":"vol. 9","author":"Lin","year":"2021"},{"issue":"8","key":"10.1016\/j.scitotenv.2023.164519_bb0135","doi-asserted-by":"crossref","first-page":"1654","DOI":"10.3201\/eid2608.201246","article-title":"US CDC real-time reverse transcription PCR panel for detection of severe acute respiratory syndrome Coronavirus 2","volume":"26","author":"Lu","year":"2020","journal-title":"Emerg. Infect. Dis."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0140","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/j.coesh.2020.09.006","article-title":"Implementation of environmental surveillance for SARS-CoV-2 virus to support public health decisions: opportunities and challenges","volume":"17","author":"Medema","year":"2020","journal-title":"Curr. Opin. Environ. Sci. Health"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0145","series-title":"Infectious Disease Clinics of North America (Vol. 36, Issue 2, pp. 267\u2013293)","article-title":"SARS-CoV-2 transmission and prevention in the era of the Delta variant","author":"Meyerowitz","year":"2022"},{"issue":"11","key":"10.1016\/j.scitotenv.2023.164519_bb0150","doi-asserted-by":"crossref","first-page":"3913","DOI":"10.1007\/s10489-020-01770-9","article-title":"A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19","volume":"50","author":"Mohamadou","year":"2020","journal-title":"Appl. Intell."},{"issue":"1","key":"10.1016\/j.scitotenv.2023.164519_bb0155","article-title":"COVID-19 outbreak in Brazil: adherence to national preventive measures and impact on people\u2019s lives, an online survey","volume":"21","author":"de Moura","year":"2021","journal-title":"BMC Public Health"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0160","unstructured":"Obermeyer, F., Jankowiak, M., Barkas, N., Schaffner, S. F., Pyle, J. D., Yurkovetskiy, L., Bosso, M., Park, D. J., Babadi, M., Macinnis, B. L., Luban, J., Sabeti, P. C., & Lemieux, J. E. (n.d.). Analysis of 6.4 Million SARS-CoV-2 Genomes Identifies Mutations Associated With Fitness."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0165","series-title":"Current Biology (Vol. 31, Issue 14, pp. R918\u2013R929)","article-title":"The origins and potential future of SARS-CoV-2 variants of concern in the evolving COVID-19 pandemic","author":"Otto","year":"2021"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0170","series-title":"Life (Vol. 12, Issue 2)","article-title":"Emergence of SARS-CoV-2 variants in the world: how could this happen?","author":"Parra-Lucares","year":"2022"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0175","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2022.156535","article-title":"Population level SARS-CoV-2 fecal shedding rates determined via wastewater-based epidemiology","volume":"838","author":"Prasek","year":"2022","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0180","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2022.159165","article-title":"Variant-specific SARS-CoV-2 shedding rates in wastewater","volume":"857","author":"Prasek","year":"2023","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0185","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2022.154235","article-title":"Model-based assessment of COVID-19 epidemic dynamics by wastewater analysis","volume":"827","author":"Proverbio","year":"2022","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0190","series-title":"Nature Reviews Microbiology (Vol. 21, Issue 3, pp. 147\u2013161). Nature Research","article-title":"SARS-CoV-2 viral load and shedding kinetics","author":"Puhach","year":"2023"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0195","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2021.146294","article-title":"Detecting SARS-CoV-2 RNA prone clusters in a municipal wastewater network using fuzzy-Bayesian optimization model to facilitate wastewater-based epidemiology","volume":"778","author":"Rallapalli","year":"2021","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0200","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2021.105937","article-title":"Modeling the impact of SARS-CoV-2 variants and vaccines on the spread of COVID-19","volume":"102","author":"Ramos","year":"2021","journal-title":"Commun. Nonlinear Sci. Numer. Simul."},{"issue":"1","key":"10.1016\/j.scitotenv.2023.164519_bb0205","doi-asserted-by":"crossref","DOI":"10.1186\/s40249-022-01039-y","article-title":"Optimal control strategies of SARS-CoV-2 omicron supported by invasive and dynamic models","volume":"11","author":"Rui","year":"2022","journal-title":"Infect. Dis. Poverty"},{"issue":"1","key":"10.1016\/j.scitotenv.2023.164519_bb0210","doi-asserted-by":"crossref","DOI":"10.1038\/s43856-022-00154-z","article-title":"Modelling the impact of omicron and emerging variants on SARS-CoV-2 transmission and public health burden","volume":"2","author":"le Rutte","year":"2022","journal-title":"Commun. Med."},{"issue":"1","key":"10.1016\/j.scitotenv.2023.164519_bb0215","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-021-04108-8","article-title":"Mathematical modelling of SARS-CoV-2 variant outbreaks reveals their probability of extinction","volume":"11","author":"Schi\u00f8ler","year":"2021","journal-title":"Sci. Rep."},{"issue":"11","key":"10.1016\/j.scitotenv.2023.164519_bb0220","doi-asserted-by":"crossref","DOI":"10.3390\/pr9112015","article-title":"A comparative study of linear, random forest and adaboost regressions for modeling non-traditional machining","volume":"9","author":"Shanmugasundar","year":"2021","journal-title":"Processes"},{"issue":"1","key":"10.1016\/j.scitotenv.2023.164519_bb0225","doi-asserted-by":"crossref","DOI":"10.1186\/s12874-021-01232-x","article-title":"A risk assessment tool for resumption of research activities during the COVID-19 pandemic for field trials in low resource settings","volume":"21","author":"Simkovich","year":"2021","journal-title":"BMC Med. Res. Methodol."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0230","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbi.2021.103763","article-title":"A random forest method with feature selection for developing medical prediction models with clustered and longitudinal data","volume":"117","author":"Speiser","year":"2021","journal-title":"J. Biomed. Inform."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0235","doi-asserted-by":"crossref","DOI":"10.1016\/j.envres.2021.110831","article-title":"Surveillance of Wastewater for Early Epidemic Prediction (SWEEP): environmental and health security perspectives in the post COVID-19 Anthropocene","volume":"195","author":"Tiwari","year":"2021","journal-title":"Environ. Res."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0240","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2021.152334","article-title":"Modeling the number of people infected with SARS-COV-2 from wastewater viral load in Northwest Spain","volume":"811","author":"Vallejo","year":"2022","journal-title":"Sci. Total Environ."},{"issue":"2 February","key":"10.1016\/j.scitotenv.2023.164519_bb0245","article-title":"Comparing the impact of vaccination strategies on the spread of COVID-19, including a novel household-targeted vaccination strategy","volume":"17","author":"Voigt","year":"2022","journal-title":"PLoS One"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0250","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2020.141750","article-title":"Detection of SARS-CoV-2 in raw and treated wastewater in Germany \u2013 suitability for COVID-19 surveillance and potential transmission risks","volume":"751","author":"Westhaus","year":"2021","journal-title":"Sci. Total Environ."},{"issue":"22","key":"10.1016\/j.scitotenv.2023.164519_bb0255","doi-asserted-by":"crossref","first-page":"11189","DOI":"10.1093\/nar\/gks918","article-title":"LoFreq: a sequence-quality aware, ultra-sensitive variant caller for uncovering cell-population heterogeneity from high-throughput sequencing datasets","volume":"40","author":"Wilm","year":"2012","journal-title":"Nucleic Acids Res."},{"issue":"7809","key":"10.1016\/j.scitotenv.2023.164519_bb0260","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1038\/s41586-020-2196-x","article-title":"Virological assessment of hospitalized patients with COVID-2019","volume":"581","author":"W\u00f6lfel","year":"2020","journal-title":"Nature"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0265","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2021.148000","article-title":"The first case study of wastewater-based epidemiology of COVID-19 in Hong Kong","volume":"790","author":"Xu","year":"2021","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0270","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2022.153906","article-title":"Detection of SARS-CoV-2 RNA throughout wastewater treatment plants and a modeling approach to understand COVID-19 infection dynamics in Winnipeg, Canada","volume":"825","author":"Yana\u00e7","year":"2022","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0275","doi-asserted-by":"crossref","first-page":"746","DOI":"10.1016\/j.envpol.2018.11.034","article-title":"Evaluation of random forest regression and multiple linear regression for predicting indoor fine particulate matter concentrations in a highly polluted city","volume":"245","author":"Yuchi","year":"2019","journal-title":"Environ. Pollut."},{"key":"10.1016\/j.scitotenv.2023.164519_bb0280","series-title":"Materials Today Advances","article-title":"SARS-CoV-2 in wastewater: From detection to evaluation","volume":"vol. 13","author":"Zhang","year":"2022"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0285","series-title":"Science of the Total Environment","article-title":"Early warning of COVID-19 via wastewater-based epidemiology: potential and bottlenecks","volume":"vol. 767","author":"Zhu","year":"2021"},{"key":"10.1016\/j.scitotenv.2023.164519_bb0290","series-title":"Science of the Total Environment","article-title":"Early warning of COVID-19 via wastewater-based epidemiology: potential and bottlenecks","volume":"vol. 767","author":"Zhu","year":"2021"},{"issue":"2","key":"10.1016\/j.scitotenv.2023.164519_bb0295","doi-asserted-by":"crossref","first-page":"459","DOI":"10.2166\/wh.2022.183","article-title":"COVID-19 case prediction via wastewater surveillance in a low-prevalence urban community: a modeling approach","volume":"20","author":"Zhu","year":"2022","journal-title":"J. Water Health"}],"container-title":["Science of The Total Environment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0048969723031406?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0048969723031406?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,10,29]],"date-time":"2026-10-29T17:14:47Z","timestamp":1793294087000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0048969723031406"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9]]},"references-count":59,"alternative-id":["S0048969723031406"],"URL":"https:\/\/doi.org\/10.1016\/j.scitotenv.2023.164519","relation":{},"ISSN":["0048-9697"],"issn-type":[{"value":"0048-9697","type":"print"}],"subject":[],"published":{"date-parts":[[2023,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Wastewater-based prediction of COVID-19 cases using a random forest algorithm with strain prevalence data: A case study of five municipalities in Latvia","name":"articletitle","label":"Article Title"},{"value":"Science of The Total Environment","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.scitotenv.2023.164519","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2023 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"164519"}}