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)

Visit GitHub Repository

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

Community Engagement 

Benthic Macroinvertebrate Community Workshop and Trading Cards

Diatoms of Coal Creek coloring pages for field day program


"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)