Author

Jonathan Sanderman

Woodwell Climate Research CenterORCID 0000-0002-3215-1706Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Research Focus:ecology & biodiversity· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Asa GholizadehiD· 1 shared Colleen Partida· 1 shared Dellena Evelyn BloomiD· 1 shared Jocelyn M. LavalleeiD· 1 shared José Lucas SafanelliiD· 1 shared Katherine EO Todd-BrowniD· 1 shared Leandro ParenteiD· 1 shared Mark A. BradfordiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioinformatics

Asa GholizadehORCID

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2 papers

Recent·Most cited

EcologybioRxivPreprintApr 17, 2026

Low quality evidence dominates discussion of carbon benefits of alternative grazing strategies

Jonathan Sanderman, Colleen Partida, Yushu Xia…·Mark A. Bradford

This study reviews and analyzes the impact of alternative grazing strategies on soil organic carbon, finding no significant changes in high-quality studies but potential gains in lower-quality ones.

DOI 10.64898/2025.12.09.693242

statistical modelecology & biodiversity

𝕏 PostBluesky

BioinformaticsPLoS ONEPeer-reviewedJan 13, 2025

Open Soil Spectral Library (OSSL): Building reproducible soil calibration models through open development and community engagement

José Lucas Safanelli, Tomislav Hengl A, Leandro Parente…·Jonathan Sanderman

The paper introduces the Open Soil Spectral Library (OSSL), a centralized resource for soil spectroscopy, and evaluates ML models for predicting soil properties using mid-infrared data.

68 citationstop 1%

machine learning (classical)benchmarking

𝕏 PostBluesky