Author

K. Calders

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 2 Plant Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

A. Burt· 2 shared M. Disney· 2 shared P. Wilkes· 2 shared A. Piboule· 1 shared A. Shenkin· 1 shared B. Brede· 1 shared B. Forbes· 1 shared C. Chavana-Bryant· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersEcology

A. Burt

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

TLS2trees: a scalable tree segmentation pipeline for TLS data

P. Wilkes, M. I. Disney, J. Armston, H. Bartholomeus, L. P. Bentley, B. Brede, A. Burt, K. Calders, C. Chavana-Bryant, D. Clewley, L. Duncanson, B. Forbes, S. Krisanski, Y. Malhi, D. Moffat, , W. Yang

TLS2trees is an automated pipeline for segmenting trees from TLS data, showing good performance for larger trees across diverse forest types.

Methods in Ecology and Evolution · Oct 21, 2023Peer-reviewedEcology

Tree segmentation in airborne laser scanning data is only accurate for canopy trees

Y. Cao, J. G. C. Ball, D. A. Coomes, L. Steinmeier, N. Knapp, P. Wilkes, M. Disney, K. Calders, A. Burt, Y. Lin, T. D. Jackson

This study benchmarks tree segmentation algorithms using a new benchmark dataset, finding high accuracy for canopy trees but low accuracy for understory trees.

bioRxiv · Nov 29, 2022 · PreprintEcology

SimpleForest - a comprehensive tool for 3d reconstruction of trees from forest plot point clouds

J. Hackenberg, K. Calders, M. Demol, P. Raumonen, A. Piboule, M. Disney

SimpleForest automatically reconstructs 3D tree structures from point clouds, calculating forestry metrics with high accuracy using a novel correction method.

bioRxiv · Jul 29, 2021 · PreprintPlant Biology