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Correction: Estimation of the pan evaporation coefficient in semi-arid climate conditions via machines learning models (Applied Water Science, (2026), 16, 2, (47), 10.1007/s13201-025-02709-6)Achite, MohammedKatipoğlu, Okan MertVishwakarma, Dinesh KumarPandey, KusumSalem, AliElbeltagi, AhmedIn this article, the figures 3 and 5 appeared incorrectly and have now been corrected in the original publication. For completeness and transparency, the old incorrect and correct versions are displayed below: Simple Artificial Neural Networks (ANN) structure Typical architecture of Bagging algorithm The original article has been corrected. © The Author(s) 2026.Springer Science and Business Media Deutschland GmbH2026Correctionhttps://rdlopen.rawdatalibrary.net/r/ebyu/10049https://doi.org/10.1007/s13201-026-02809-x2190-5487enApplied Water Scienceinfo:eu-repo/semantics/openAccessinfo:eu-repo/semantics/articlehttps://ebyu-rdlopen.rawdatalibrary.net/tr/items/ebyu/10049