Research
Water Quality & Ecosystem Monitoring after the 2021 Marshall Fire in Boulder County, Colorado
The Marshall Fire of December 2021 destroyed over 1,000 homes and businesses in Boulder County, Colorado, and overlapped much of the Coal Creek watershed. Our study monitored turbidity, nutrients, metals, alkalinity, conductivity, pH, and dissolved organic carbon in Coal Creek at burned and unburned, as well as wildland and urban sites from January 2022 to December 2023. We also analyzed benthic invertebrate and periphyton communities. Our results show significantly elevated levels of suspended solids, metals, and nutrients in the burned areas compared to the unburned reference site, with some metals exceeding EPA aquatic habitat criteria. Benthic invertebrate diversity and biological integrity was reduced in the burned urban reach compared to historical data. Additionally, virtual stakeholder meetings with decision makers and land managers were held throughout the study. A public data dashboard and ArcGIS story map were created to facilitate communication with stakeholders and the community. This study both provides findings to inform future mitigation after WUI fires and offers a model of community-engaged monitoring.
Magliozzi, L., Mansfeldt, C., McKnight, D., & Korak, J. A. (2023). Water Quality in Coal Creek Following the 2021 Marshall Fire. Natural Hazards Center Quick Response Report Series. University of Colorado Boulder. [Link]
Contaminant Mobilization in Watersheds Impacted by the 2018 Camp Fire in Paradise, California
The devastating 2018 Camp Fire unleashed an urban firestorm in Paradise, California, resulting in the destruction of over 18,000 structures. While it is known that runoff from burned wildland areas contains ash, which can carry contaminants including metals into nearby watersheds, the effects of wildland urban interface (WUI) fires, such as the Camp Fire, on surface water quality remain poorly understood. Our research investigated the impacts of extensive urban burning on surface water quality in major local watersheds. Over a period from November 2018 to May 2019, nearly 150 samples were collected, comprising baseflow and stormflow from burned and unburned downstream watersheds with varying levels of urban development. Samples were analyzed for total and filter-passing metals, dissolved organic carbon, major anions, and bulk water quality parameters, with a subset of samples analyzed for particle size distribution. Our findings reveal that ash and debris resulting from the Camp Fire contributed to elevated metal concentrations in downstream watersheds through stormwater runoff. Total concentrations of Al, Cu, Cd, Pb, and Zn exceeded EPA aquatic habitat acute criteria by up to 16-fold. Metals were found mostly associated with larger grain sizes (>0.45 µm), however Al, Cr, Fe, and Pb exhibited a significant colloidal phase (<0.45 µm). This study underscores the impact of wildland-urban interface fires on nearby affected watersheds, as evidenced by increased metal concentrations. These findings highlight the potential ecological consequences associated with such fires, emphasizing the importance of understanding and addressing the long-term effects of WUI fires on surface water quality.
Magliozzi L.J., Matiasek S.J., Alpers C.N., Korak J., McKnight D., Foster A.L., Ryan J.N., Roth D.A., Ku P., Tsui M.T.-K., Chow A.T., and Webster J.P. (2024), Wildland-urban interface wildfire increases metal contributions to stormwater runoff in Paradise, California. Environmental Science: Processes & Impacts. [Link]
This publication comprises Chapter 1 of PhD dissertation investigating impacts of wildland-urban interface fires on water quality and aquatic ecosystems.
Experience
Grass Roots Post-Fire Research Initiatives
Research Development
Co-developed research plan monitoring local environmental disaster impacts, including identifying study sites, objectives, and methods
Leadership & Project Management
Lead data collection and student sampling teams. Provided project overview, including one-on-one analytical and field technique training.
Grant Writing
Secured external grant funding by writing successful grant proposals.
Analytical Skillset
Analytical chemistry expertise and field sampling proficiency. Five years of professional experience as an analytical chemist between undergraduate and graduate studies.
Analytical Chemistry
Sample preparation and analysis using ICP- MS, IC, NMR, HPLC, LC-MS, and more; optical techniques (uv-vis, fluorescence spectroscopy), dissolved organic carbon analysis, as well as instrument method development and validation.
Environmental Sampling
Water, soil, ash, benthic macroinvertebrates, vegetation assessments, hydrological parameters, geomorphological surveying, and more.
Quantitative Methods
Data Visualization & Exploration
Visualizing complex data with dimensionality reduction techniques such as PCA and RDA (RStudio, e.g., tidyverse), machine learning such as Random Forest algorithms, and development of multi-audience data dashboards (RShiny)
Statistical Analysis & Predictive Modeling
Correlation analysis, hypothesis testing, and data comparisons; regression techniques (linear, logistic)
Environmental Modeling
Hydrological (StreamStats, HEC-RAS), Geochemical (PHREEQC, Visual Minteq, and AquaChem), and more.
Geospatial Analysis
ArcGIS and QGIS, ArcGIS Story Maps
95.93% of the data variation explained
(Magliozzi et al., 2024)
Download an open source public data dashboard template, tutorial, data analysis R scripts, and more as they become available.
Cultivating Connections
Field Safety
& Mentorship
Attended Field Safe Workshop May 2023
I am proud to prioritize mentoring, open science, and
community engagement in my research.
Open Science & Relationship Building to Maximize Broader Impacts of Research
Co-hosted and created content for monthly stakeholder meetings to communicate monitoring updates as part of the Coal Creek watershed study.
Designed and coded an R Shiny data dashboard allowing watershed groups, land managers, and decision makers to track water quality and benthic invertebrate monitoring data through dynamic visualizations.
Community Engagement
Coal Creek Story Map
Benthic Macroinvertebrate Community Workshop and Trading Cards
Diatoms of Coal Creek coloring pages for field day program
Learning and Sharing
New Tools
"I found myself amid the bustling Sustaining Colorado Watersheds Conference poster session amongst a myriad of engaging presentations on watershed conservation issues, when I encountered Lauren Magliozzi (PhD Candidate at the University of Colorado Boulder, Environmental Engineering Program), whose nontraditional approach immediately captured my interest." -Fire-Adapted Color (FACO)