Author

Mark Carroll

Goddard Space Flight CenterORCID 0000-0001-6829-7961Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:metagenomics· 1 Approach:statistical model· 1

Frequent Co-Authors

John L. SchnaseiD· 2 shared Paul MontesanoiD· 1 shared Virginia A. Seamster· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersEcology

John L. SchnaseORCID

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2 papers

Recent·Most cited

EcologybioRxivPreprintAug 7, 2026

The rENM Framework: A Modular System for Reconstructing andAnalyzing Long-Term Ecological Niche Dynamics

John L. Schnase, Mark Carroll, Paul Montesano, Virginia A. Seamster

The paper introduces the rENM Framework, an open-source R tool for analyzing long-term ecological niche dynamics using historical data, and demonstrates its application to Cassin's Sparrow.

DOI 10.64898/2026.08.06.741224

metagenomicsdeep learning

𝕏 PostBluesky

BioinformaticsPLoS ONEPeer-reviewedJan 21, 2022

Automatic variable selection in ecological niche modeling: A case study using Cassins Sparrow (Peucaea cassinii)

John L. Schnase, Mark Carroll

The paper introduces MERRA/Max, a method for variable selection in ecological niche modeling, demonstrating its effectiveness with Cassins Sparrow data.

11 citations

statistical modelbenchmarking

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