Author

Christopher James Brown

University of TasmaniaORCID 0000-0002-7271-4091Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 3 Approach:statistical model· 3 Research Focus:ecology & biodiversity· 2 Approach:experimental assay· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Michael SieversiD· 2 shared Andrew TayloriD· 1 shared Ariane EastoniD· 1 shared Ben L. GilbyiD· 1 shared Benjamin Nielsen· 1 shared Brigette R. WrightiD· 1 shared Christina A. BuelowiD· 1 shared Elizabeth S. OhiD· 1 shared

Activity by Year

2025-2026 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersEcology

Michael SieversORCID

Mutual co-authors in cluster

Author profile →

4 papers

Recent·Most cited

Operationalising LLM-assisted screening of literature to support systematic reviews

Scott Spillias, Laura Avila-Turriago, Christopher James Brown, Ariane Easton, Jack Roberts, Michael Sievers, Stephen E. Swearer, Andrew Taylor, Brigette R. Wright, Valeriya Komyakova

This paper develops an LLM-based workflow for efficient literature screening in systematic reviews, achieving high recall with minimal human effort across environmental science corpora.

bioRxiv · Sep 24, 2026 · PreprintEcology

Optimizing seagrass planting arrangements for animal benefits in a multi-habitat restoration seascape

Michael Sievers, Christopher James Brown, J. B. Rasmussen, Benjamin Nielsen, Rune Steinfurth, Mogens Rene Flindt, Timi L. Banke, Ben L. Gilby, Rod M. Connolly

The paper optimizes seagrass planting configurations to enhance biodiversity and fisheries species in a multi-habitat restoration seascape using spatial data analysis and scenario modeling.

Ecological Applications · Dec 1, 2025Peer-reviewedEcology

Predicting the impact of giant kelp restoration on food webs and fisheries production

Tess O'Neill, Scott Bennett, Christopher James Brown

This study predicts the ecological and fisheries impacts of restoring giant kelp in Tasmania using an Ecopath with Ecosim model.

Aquatic Conservation Marine and Freshwater Ecosystems · Nov 1, 2025Peer-reviewedEcology

Assessing predictive accuracy of species abundance models in dynamic systems

Christopher James Brown, Christina A. Buelow, Rick D. Stuart‐Smith, Neville Scott Barrett, Graham J. Edgar, Elizabeth S. Oh

The paper evaluates species abundance models in dynamic systems, finding that modern splits yield lower forecast errors than legacy splits in rapidly changing environments.

Methods in Ecology and Evolution · Jul 16, 2025Peer-reviewedEcology