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Simulating soil salinity dynamics, cotton yield and evapotranspiration under drip irrigation by ensemble machine learning

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dc.contributor.authorJiang, Zewei
dc.contributor.authorYang, Shihong
dc.contributor.authorDong, Shide
dc.contributor.authorPang, Qingqing
dc.contributor.authorSmith, Pete
dc.contributor.authorAbdalla, Mohamed
dc.contributor.authorZhang, Jie
dc.contributor.authorWang, Guangmei
dc.contributor.authorXu, Ying
dc.contributor.institutionUniversity of Aberdeen.Biological Sciencesen
dc.contributor.institutionUniversity of Aberdeen.Environment and Food Securityen
dc.contributor.institutionUniversity of Aberdeen.Biological Sciencesen
dc.date.accessioned2023-06-07T07:21:01Z
dc.date.available2023-06-07T07:21:01Z
dc.date.issued2023-06-07
dc.descriptionWe thank the China Scholarship Council (CSC) for providing a scholarship (202206710073) to Zewei Jiang. This work was supported by the Fundamental Research Funds for the Central Universities (B220203009), the Postgraduate Research & Practice Program of Jiangsu Province (KYCX22_0669), the Water Conservancy Science and Technology Project of Jiangxi Province (201921ZDKT06, 202124ZDKT09), the National Natural Science Foundation of China (51879076), the Fundamental Research Funds for the Central Universities (B210204016), Science & Technology Specific Projects in Agricultural High-tech Industrial Demonstration Area of the Yellow River Delta, Grant No: 2022SZX01. Copyright © 2023 Jiang, Yang, Dong, Pang, Smith, Abdalla, Zhang, Wang and Xu.en
dc.description.statusPeer revieweden
dc.format.extent4799365
dc.identifier246409220
dc.identifierab517093-4bbd-44db-ae7d-f47bd21845b1
dc.identifier37351200
dc.identifier85162979592
dc.identifier.citationJiang, Z, Yang, S, Dong, S, Pang, Q, Smith, P, Abdalla, M, Zhang, J, Wang, G & Xu, Y 2023, 'Simulating soil salinity dynamics, cotton yield and evapotranspiration under drip irrigation by ensemble machine learning', Frontiers in plant science, vol. 14, 1143462. https://doi.org/10.3389/fpls.2023.1143462en
dc.identifier.doi10.3389/fpls.2023.1143462
dc.identifier.issn1664-462X
dc.identifier.otherORCID: /0000-0001-8403-327X/work/136481938
dc.identifier.otherORCID: /0000-0002-3784-1124/work/162728491
dc.identifier.urihttps://hdl.handle.net/2164/20811
dc.identifier.urlhttps://www.scopus.com/pages/publications/85162979592en
dc.language.isoeng
dc.relation.ispartofFrontiers in plant scienceen
dc.subjectsalinityen
dc.subjectevapotranspirationen
dc.subjectdrip irrigationen
dc.subjectcottonen
dc.subjectensemble machine learningen
dc.subjectGE Environmental Sciencesen
dc.subjectQH301 Biologyen
dc.subjectPlant Scienceen
dc.subject.lccGEen
dc.subject.lccQH301en
dc.titleSimulating soil salinity dynamics, cotton yield and evapotranspiration under drip irrigation by ensemble machine learningen
dc.typeJournal articleen

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