Author

M. Ruffley

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· 3 Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:ecology & biodiversity· 3 Organism:plant (other)· 3 Approach:statistical model· 3 Research Focus:chromatin & epigenetic regulation· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1

Frequent Co-Authors

A. Rominger· 2 shared I. Overcast· 2 shared J. Rosindell· 2 shared L. Gillespie· 2 shared M. Exposito-Alonso· 2 shared B. C. Emerson· 1 shared B. Peter· 1 shared B. Week· 1 shared

Activity by Year

2020-2022 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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2 shared papersEcology

A. Rominger

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Author profile →

4 papers

Recent·Most cited

An image is worth a thousand species: mapping plant biodiversity with citizen science, remote sensing, and deep learning

L. Gillespie, M. Ruffley, M. Exposito-Alonso

This paper develops a deep learning model that predicts plant species distributions using remote sensing, citizen science, and deep learning, enabling high-resolution biodiversity monitoring.

bioRxiv · Aug 16, 2022 · PreprintEcology

Genetic diversity loss in the Anthropocene

M. Exposito-Alonso, T. A. Booker, L. Czech, T. Fukami, L. Gillespie, S. Hateley, C. C. Kyriazis, P. Lang, L. Leventhal, D. Nogues-Bravo, V. Pagowski, M. Ruffley, J. P. Spence, S. Toro Arana, C. Weiss, E. Zess

The paper introduces a mathematical framework to estimate genetic diversity loss due to habitat reduction and shows that over 10% of genetic diversity may already be lost globally.

bioRxiv · Oct 13, 2021Ecology

Detecting the ecological footprint of selection

J. Luiselli, I. Overcast, A. Rominger, M. Ruffley, H. Morlon, J. Rosindell

This study introduces a new form of competition in ecological simulations to better detect selection's impact on community structure using trait data.

bioRxiv · May 11, 2021Ecology

A unified model of species abundance, genetic diversity, and functional diversity revealsthe mechanisms structuring ecological communities

I. Overcast, M. Ruffley, J. Rosindell, L. Harmon, P. A. V. Borges, B. C. Emerson, R. Etienne, R. Gillespie, H. Krehenwinkel, D. L. Mahler, F. Massol, C. Parent, J. Patino, B. Peter, B. Week, , A. Rominger

The paper introduces a mechanistic model integrating species abundance, genetic diversity, and functional diversity to infer ecological community assembly processes using tropical tree, arthropod, and gastropod communities.

bioRxiv · Jan 30, 2020Evolutionary Biology