Application of machine-learning tools to extract patterns in long-term DOC monitoring data: an integrated, multi-scale approach


Kristen Underwood1, Donna M Rizzo2, Julia N Perdrial3, Li Li4, Hang Wen5, Thomas Adler6, Adrian Harpold7 and Gary Sterle7, (1)University of Vermont, Civil & Environmental Engineering; Water Resources Institute, Burlington, United States, (2)University of Vermont, Department of Civil and Environmental Engineering, Burlington, United States, (3)University of Vermont, Department of Geography & Geoscience, Burlington, United States, (4)Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, PA, United States, (5)Pennsylvania State University Main Campus, University Park, PA, United States, (6)University of Vermont, Department of Geology, Burlington, VT, United States, (7)University of Nevada Reno, Department of Natural Resources and Environmental Science, Reno, NV, United States