Short-term prediction of runoff events in a blanket bog catchment using various cost-sensitive machine learning algorithms with feature selection

Hannah Lehnhart-Barnett; Tiernan Henry; Raymond Flynn; Colm O'Riordan; Muhammad Jehanzaib; Devin Foster Smith; Vicky Preece; Oisín Leonard; Peter Leslie Croot; Berry Lyons; Anne E. Carey

doi:10.22541/essoar.176860104.48908274/v1

Short-term prediction of runoff events in a blanket bog catchment using various cost-sensitive machine learning algorithms with feature selection

Hannah Lehnhart-Barnett
, Tiernan Henry
, Raymond Flynn
, Colm O'Riordan
, Muhammad Jehanzaib
, Devin Foster Smith
, Vicky Preece
, Oisín Leonard
, Peter Leslie Croot
, Berry Lyons
, Anne E. Carey

Research output: Other contribution (Published) › Other contribution › peer-review

Original language	Undefined/Unknown
DOIs	https://doi.org/10.22541/essoar.176860104.48908274/v1
Publication status	Published - 16 Jan 2026

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10.22541/essoar.176860104.48908274/v1

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title = "Short-term prediction of runoff events in a blanket bog catchment using various cost-sensitive machine learning algorithms with feature selection",

author = "Hannah Lehnhart-Barnett and Tiernan Henry and Raymond Flynn and Colm O'Riordan and Muhammad Jehanzaib and Smith, \{Devin Foster\} and Vicky Preece and Ois{\'i}n Leonard and Croot, \{Peter Leslie\} and Berry Lyons and Carey, \{Anne E.\}",

year = "2026",

month = jan,

day = "16",

doi = "10.22541/essoar.176860104.48908274/v1",

language = "Undefined/Unknown",

type = "Other",

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TY - GEN

T1 - Short-term prediction of runoff events in a blanket bog catchment using various cost-sensitive machine learning algorithms with feature selection

AU - Lehnhart-Barnett, Hannah

AU - Henry, Tiernan

AU - Flynn, Raymond

AU - O'Riordan, Colm

AU - Jehanzaib, Muhammad

AU - Smith, Devin Foster

AU - Preece, Vicky

AU - Leonard, Oisín

AU - Croot, Peter Leslie

AU - Lyons, Berry

AU - Carey, Anne E.

PY - 2026/1/16

Y1 - 2026/1/16

UR - https://doi.org/10.22541/essoar.176860104.48908274/v1

U2 - 10.22541/essoar.176860104.48908274/v1

DO - 10.22541/essoar.176860104.48908274/v1

M3 - Other contribution

ER -

Short-term prediction of runoff events in a blanket bog catchment using various cost-sensitive machine learning algorithms with feature selection

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