Author

Jia Xi

University of Michigan

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· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Organism:plant (other)· 1 Research Focus:spatial domain detection· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Dimitrios GounaridisiD· 1 shared Kai ZhuiD· 1 shared Lauren GillespieiD· 1 shared Qiang XuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

Dimitrios GounaridisORCID

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1 paper

Recent·Most cited

Mapping distribution of invasive plant species and uncertainty using citizen science, remote sensing, and deep learning

Qiang Xu, Lauren Gillespie, Jia Xi, Dimitrios Gounaridis, Kai Zhu

This study uses deep learning to predict invasive plant species distributions in Michigan, showing improved accuracy over traditional models and highlighting climate scenario uncertainty.

bioRxiv · Jun 12, 2026 · PreprintEcology