Xiaofeng Liu

Environmental Science · University of Michigan

Early career · publishing since 2021Rising activity

Hydrological Forecasting Using AI Fecal contamination and water quality Water Quality and Pollution Assessment Water Quality Monitoring Technologies Hydrology and Watershed Management Studies

Publications

Citations

Est. group size

Recurring co-author estimate

Active years

Publishing since 2021

In context

Among 164 early career Environmental Science PIs within our index

Citations: 84cohort median 177

Publications / year (recent): 2.0cohort median 2.4

Typically publishes in teams of ~7 · 10% small-team papers (≤3 authors) · across 8 venues

Publication cadence

Publications per year over the last 10 years — averaging 2.0/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Using Entity-Aware LSTM to Enhance Streamflow Predictions in Transboundary and Large Lake Basins
2026
Identifying trustworthiness challenges in deep learning models for continental-scale water quality prediction
Nexus · 2025
Identifying Trustworthiness Challenges in Deep Learning Models for Continental-Scale Water Quality Prediction
arXiv (Cornell University) · 2025
Identifying Trustworthiness Challenges in Deep Learning Models for Continental-Scale Water Quality Prediction
Research Square · 2025
When and How Unlabeled Data Provably Improve In-Context Learning
arXiv (Cornell University) · 2025
Diverging Point-Source Pathogen Pollution Patterns across Urban–Rural Gradient and Pollutant Sources in Texas, United States
Environmental Science & Technology Letters · 2025
Investigating the causal effects of anthropogenic factors on urban streams and lakes water quality by integrating causal inference with interpretable machine learning
Journal of Cleaner Production · 2024
Extreme rainfall disproportionately impacts E. coli concentrations in Texas recreational waterbodies
The Science of The Total Environment · 2024
Environmental justice of Texas recreational water quality – The disproportionate E. coli levels and trends
Journal of Environmental Management · 2024
Chlorophyll a estimation in lakes using multi-parameter sonde data
Water Research · 2021

Publishes in

Water Research×2
arXiv (Cornell University)×2
Journal of Cleaner Production×1
The Science of The Total Environment×1
Nexus×1

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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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