Author

Marvin Ludwig

University of MünsterORCID 0000-0002-3010-018XUnclaimed 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:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Alastair PottsiD· 1 shared Alejandro NavarroiD· 1 shared Allan BurasiD· 1 shared Ana Carolina Ruíz-FernándeziD· 1 shared André RovaiiD· 1 shared Anette EltneriD· 1 shared Anna GöritziD· 1 shared Annett FrickiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperEcology

Alastair PottsORCID

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2 papers

Recent·Most cited

EcologyRemote Sensing of EnvironmentPeer-reviewedJan 1, 2026

deadtrees.earth - An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics

Clemens Mosig, Janusch Vajna-Jehle, Miguel D. Mahecha…·Marie‐Therese Schmehl

The paper introduces deadtrees.earth, an open-access database of high-resolution aerial imagery to map global tree mortality using community-sourced data and machine learning.

10 citations

imagingdeep learning

𝕏 PostBluesky

EcologyNature CommunicationsPeer-reviewedNov 26, 2024

Soil carbon in the world's tidal marshes

Tania L. Maxwell, Mark D. Spalding, Daniel A. Friess…·Thomas A. Worthington

The paper creates the first global, spatially-explicit map of soil organic carbon storage in tidal marshes using environmental data and a new global extent map, estimating total global SOC stock at 1.44 Pg C.

86 citationstop 1%

statistical modelecology & biodiversity

𝕏 PostBluesky