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Member Since 2012
Allison Eva Goodwell
Associate Research Scientist, University of Illinois at Urbana-Champaign
Allison Goodwell is an associate research scientist at Illinois State Water Survey, Prairie Research Institute at the University of Illinois at Urbana-Champaign. Her research focuses on understanding interactions, dependencies, and predictions in ecohydrologic systems based on models and data. She received her PhD from University of Illinois in 2017 in Civil and Environmental Engineering, and was an assistant professor in Civil Engineering at the University of Colorado Denver from 2018-2023.
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Professional Experience
University of Illinois at Urbana-Champaign
Associate Research Scientist
2023 - Present
Prairie Research Institute
visiting research scientist
2023 - 2024
University of Colorado Denver
Assistant Professor
2018 - 2023
University of Illinois at Urbana-Champaign
postdoctoral researcher
2017 - 2017
University of Illinois at Urbana-Champaign
Graduate Student
2012 - 2017
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Education
University of Illinois at Urbana-Champaign
Doctorate
2017
Masters
Allison's AGU Research
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Causal Discovery Methods for Functional Performance of Evapotranspiration Models
WATER RESOURCES RESEARCH
20 june 2026
Integrating Flow and Solute Flux Dynamics in an Adaptive LSTM Model for Stream Chemistry Predictions
JOURNAL OF GEOPHYSICAL RESEARCH: MACHINE LEARNING AND COMPUTATION
19 june 2026
Detecting Regimes of Critical Zone Processes, Drivers and Predictability With a Data‐Driven Framework
AGU ADVANCES
27 march 2026
Critical Zone States, Gates, and Hidden Weights: Machine Learning to Understand Temporal Dynamics Based on Sparse or Intermittent Stream Chemistry data
CATCHMENT AND CRITICAL ZONE SCIENCE: UNDERSTANDING ECOSYSTEMS THROUGH MONITORING, ANALYSIS, EXPERIMENTATION II ORAL
hydrology | 18 december 2025
Scaling Insights Across Critical Zone Interfaces in Intensively Managed Landscapes: Findings from the Critical Interface Network (CINet) Project
ADVANCING CRITICAL ZONE SCIENCE ACROSS SITES, SCALES, AND DISTURBANCES SCALES AND DISTURBANCES II ORAL
hydrology | 17 december 2025
AI Frameworks to Enhance Predictability of Biogeochemical and Hydrologic Processes
ADVANCING EARTH SYSTEM PREDICTABILITY: AI-ENHANCED INTEGRATION OF MODELS, EXPERIMENTS, AND BIOGEOCHEMICAL PROCESSES II ORAL
biogeosciences | 17 december 2025
Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns
JOURNAL OF GEOPHYSICAL RESEARCH: MACHINE LEARNING AND COMPUTATION
12 february 2025
Remotely Sensed Vegetation Indices Highlight Heterogeneity of Field-scale Critical Zone Processes in Agricultural and Prairie Ecosystems
BIG DATA IN THE CRITICAL ZONE: DECIPHERING CONTROLS ON HYDROBIOGEOCHEMICAL PROCESSES ACROSS SCALES POSTER
hydrology | 13 december 2024
Volunteer Experience
2019 - 2020
Member
Hydrologic Uncertainty Technical Committee
2017 - 2017
Member
Student and Early Career Conference Planning Committee Members
Honors & Awards
Hydrologic Sciences Early Career Award
Received December 2026