Lauren Gillespie
Environmental Science · University of Michigan
Publications
25
Citations
2,599
Est. group size
—
Recurring co-author estimate
Active years
10
Publishing since 2017
Typically publishes in teams of ~7 · 32% small-team papers (≤3 authors) · across 13 venues
- Deep Multi-modal Species Occupancy Modeling
2026
- Automated mask generation in citizen science smartphone photos and their value for mapping plant species in drone imagery
Biogeosciences · 2025
- DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets
Proceedings of the AAAI Conference on Artificial Intelligence · 2025
- From Ground Photos to Aerial Insights: Automating Citizen Science Labeling for Tree Species Segmentation in UAV Images
2025
- Seeing Above and Below the Canopy: Modeling and Interpreting Species Occupancy with Multimodal Habitat Representations
bioRxiv (Cold Spring Harbor Laboratory) · 2025
- Plant traits and associated ecological data from Afromontane grasslands of Maloti-Drakensberg, South Africa
Scientific Data · 2025
- Deep learning models map rapid plant species changes from citizen science and remote sensing data
Proceedings of the National Academy of Sciences · 2024
- Opening a conversation on responsible environmental data science in the age of large language models
Environmental Data Science · 2024
- Contrastive Ground-Level Image and Remote Sensing Pre-training Improves Representation Learning for Natural World Imagery
Lecture notes in computer science · 2024
- Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery
arXiv (Cornell University) · 2024
- DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets
arXiv (Cornell University) · 2024
- The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion
Neural Computation · 2023
- Genetic diversity loss in the Anthropocene
Science · 2022
- An image is worth a thousand species: mapping plant biodiversity with citizen science, remote sensing, and deep learning
bioRxiv (Cold Spring Harbor Laboratory) · 2022
- Power and limitations of the mutations-area relationship to assess within-species genetic diversity targets for post-2020 Sustainable Development Goals
2022
- arXiv (Cornell University)×4
- bioRxiv (Cold Spring Harbor Laboratory)×4
- Proceedings of the Genetic and Evolutionary Computation Conference×2
- Science×1
- Proceedings of the National Academy of Sciences×1
- Yiluan Song
Environmental Science · University of Michigan
- Pascal O. Title
Environmental Science · Indiana University
- L. Lacey Knowles
Environmental Science · University of Michigan
- William N. Weaver
Environmental Science · University of Michigan
- Iris A. Holmes
Environmental Science · University of Michigan
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 25, 2026.
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