Data-driven prediction of daily Cryptosporidium river concentrations for water resource management: Use of catchment-averaged vs spatially distributed features in a Bagging-XGBoost model.
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| Title: | Data-driven prediction of daily Cryptosporidium river concentrations for water resource management: Use of catchment-averaged vs spatially distributed features in a Bagging-XGBoost model. |
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| Authors: | Smalley AL; University of Sheffield, Sheffield S1 3JD, UK. Electronic address: alan.smalley@sheffield.ac.uk., Douterelo I; University of Sheffield, Sheffield S1 3JD, UK. Electronic address: i.douterelo@sheffield.ac.uk., Chipps M; Thames Water Research, Development and Innovation, Kempton Park AWTW, Hanworth TW13 6XH, UK. Electronic address: michael.chipps@thameswater.co.uk., Shucksmith JD; University of Sheffield, Sheffield S1 3JD, UK. Electronic address: j.shucksmith@sheffield.ac.uk. |
| Source: | The Science of the total environment [Sci Total Environ] 2025 Aug 20; Vol. 991, pp. 179794. Date of Electronic Publication: 2025 Jun 20. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Country of Publication: Netherlands NLM ID: 0330500 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-1026 (Electronic) Linking ISSN: 00489697 NLM ISO Abbreviation: Sci Total Environ Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40543203 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Data-driven prediction of daily Cryptosporidium river concentrations for water resource management: Use of catchment-averaged vs spatially distributed features in a Bagging-XGBoost model. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Smalley+AL%22">Smalley AL</searchLink>; University of Sheffield, Sheffield S1 3JD, UK. Electronic address: alan.smalley@sheffield.ac.uk.<br /><searchLink fieldCode="AU" term="%22Douterelo+I%22">Douterelo I</searchLink>; University of Sheffield, Sheffield S1 3JD, UK. Electronic address: i.douterelo@sheffield.ac.uk.<br /><searchLink fieldCode="AU" term="%22Chipps+M%22">Chipps M</searchLink>; Thames Water Research, Development and Innovation, Kempton Park AWTW, Hanworth TW13 6XH, UK. Electronic address: michael.chipps@thameswater.co.uk.<br /><searchLink fieldCode="AU" term="%22Shucksmith+JD%22">Shucksmith JD</searchLink>; University of Sheffield, Sheffield S1 3JD, UK. Electronic address: j.shucksmith@sheffield.ac.uk. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220330500%22">The Science of the total environment</searchLink> [Sci Total Environ] 2025 Aug 20; Vol. 991, pp. 179794. <i>Date of Electronic Publication: </i>2025 Jun 20. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>0330500 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-1026 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200489697%22">00489697 </searchLink><i>NLM ISO Abbreviation: </i>Sci Total Environ <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40543203 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.scitotenv.2025.179794 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 179794 Titles: – TitleFull: Data-driven prediction of daily Cryptosporidium river concentrations for water resource management: Use of catchment-averaged vs spatially distributed features in a Bagging-XGBoost model. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Smalley AL – PersonEntity: Name: NameFull: Douterelo I – PersonEntity: Name: NameFull: Chipps M – PersonEntity: Name: NameFull: Shucksmith JD IsPartOfRelationships: – BibEntity: Dates: – D: 20 M: 08 Text: 2025 Aug 20 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1879-1026 Numbering: – Type: volume Value: 991 Titles: – TitleFull: The Science of the total environment Type: main |
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