Author

Samantha Wittke

Finnish Geospatial Research InstituteORCID 0000-0002-9625-7235Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Eetu PuttoneniD· 1 shared Fulu TaoiD· 1 shared Hiroshi MamitsukaiD· 1 shared Jere KaivosojaiD· 1 shared Maximilian Proll· 1 shared Pekka MarttineniD· 1 shared Pirjo Peltonen‐SainioiD· 1 shared Santosh HiremathiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Eetu PuttonenORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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