Author

I. Civantos

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· 1

Signature Assays, Organisms & Methods

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Research Focus:ecology & biodiversity· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Organism:plant (other)· 1

Frequent Co-Authors

D. Garcia-Callejas· 1 shared I. Bartomeus· 1 shared J. Galeano· 1 shared J. Garcia-Algarra· 1 shared O. Godoy· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperEcology

D. Garcia-Callejas

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1 paper

Recent·Most cited

Fine scale prediction of ecological community composition using a two-step sequential machine learning ensemble

I. Civantos, J. Garcia-Algarra, D. Garcia-Callejas, J. Galeano, O. Godoy, I. Bartomeus

This paper predicts fine-scale ecological community composition using a two-step machine learning ensemble, showing high spatial accuracy but limited temporal predictive power.

bioRxiv · Mar 24, 2021Ecology