The objective of the ASABE K. K. Barnes Student Paper Awards Competition is to encourage undergraduate students in the preparation of better technical papers on subjects in the agricultural, food or biological engineering field. It is intended as a special inducement to supplement the training provided in the undergraduate curriculum by providing early practice in a type of performance required of professionals in the work in which they will later engage.
DEVELOPING A STANDARDIZATION METHOD FOR THE GATORSPEC SPECTROSCOPY SYSTEM FOR WATER QUALITY ANALYSIS
Kennedy Belknap
ADVISOR: Eban Bean
2ND PLACE, 2024 K.K. BARNES STUDENT PAPER AWARD COMPETITION
In response to the escalating environmental challenges driven by population growth and intensified agricultural practices, this study addresses the need for standardized and cost-effective water quality analysis. In response to this need, the development of a standardized, detector-agnostic spectroscopy setup emerges as a step towards accessible and scalable water quality monitoring. The GatorSpec platform is an open-source spectroscopy setup that is utilized in this research to create a systematic approach to predict absorbance between two detectors. Synthetic surface water samples, emulating natural water compositions, were analyzed with both the Ocean Optics (OO) and StellarNet (SN) detectors. Validation through laboratory analysis confirmed that the synthetic samples accurately represented natural surface water; however, discrepancies in calcium concentrations highlight the need for ongoing adjustments for data reliability. By choosing the five closest SN wavelengths to represent the OO wavelengths, multilinear regression (MLR) was performed. Results of this study support refining the model through Forward Stepwise Selection (FSS) and Partial Least Squares Regression (PLSR) in the future.