Author

Taru Palosuo

Natural Resources Institute FinlandORCID 0000-0003-4322-3450Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Benjamin DumontiD· 1 shared Daniel WallachiD· 1 shared Diana-Maria SesermaniD· 1 shared Eetu PuttoneniD· 1 shared Éric JustesiD· 1 shared Fulu TaoiD· 1 shared Henrike MielenziD· 1 shared Hiroshi MamitsukaiD· 1 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperPlant Biology

Benjamin DumontORCID

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2 papers

Recent·Most cited

Plant BiologyEnvironmental Modelling & SoftwarePeer-reviewedJul 17, 2024

A calibration protocol for soil-crop models

Daniel Wallach, Samuel Buis, Diana-Maria Seserman…·Sabine Julia Seidel

This paper introduces a calibration protocol for soil-crop models to reduce uncertainty and improve simulation accuracy.

52 citationstop 1%

statistical modelbenchmarking

𝕏 PostBluesky

BioinformaticsPLoS ONEPeer-reviewedDec 16, 2021

Crop loss identification at field parcel scale using satellite remote sensing and machine learning

Santosh Hiremath, Samantha Wittke, Taru Palosuo…·Hiroshi Mamitsuka

This study uses satellite imagery and machine learning to classify crop loss at field parcel scale, achieving an average AUC of 0.688 using random forest.

11 citations

imagingmachine learning (classical)

𝕏 PostBluesky