Document Type
Honors Project
First Advisor
Ken Overway
Second Advisor
Ellen Mitchell
Third Advisor
Tim Kreps
Degree Award Date
Spring 5-2-2026
Keywords
chemometric, fluorescence, DOM, environmental, water quality
Disciplines
Analytical Chemistry | Environmental Chemistry | Environmental Monitoring
Abstract
Univariate spectroscopic techniques have been utilized to measure dissolved organic matter (DOM), but challenges arise in the separation and characterization due to similarities in chemical structures and spectral overlap. Multivariate techniques utilize a combination of known analytes with their unique excitation and emission spectra from fluorescence measurements to quantify amount of each analyte present in the mixture using parallel factor analysis. Tryptophan, tyrosine, and phenylalanine are common amino acids found in environmental samples and can be quantified due to their intrinsic fluorescence qualities. These amino acids can be utilized to estimate the amount of DOM in a sample since proteins and peptides comprise a significant portion of DOM. Successful computational models have been developed for tryptophan and tyrosine to determine these concentrations within environmental samples from the North River in Bridgewater, VA. An attempt to quantify phenylalanine was unsuccessful. Additionally, humification index and biological index were calculated from fallen leaf samples to better understand the process of dissolved organic matter released in a water source.
Recommended Citation
Fellner, Dani and Overway, Ken, "Chemometric Analysis of Dissolved Organic Matter Using Fluorescence" (2026). Honors Projects. 942.
https://digitalcommons.bridgewater.edu/honors_projects/942
Force Open Access
1
Defense PowerPoint
HonorsDefense_SignatoryDoc.pdf (30 kB)
Defense Committee Signatures
Included in
Analytical Chemistry Commons, Environmental Chemistry Commons, Environmental Monitoring Commons