University/Organization
Department of Agriculture, Food and Resource Sciences
University of Maryland Eastern Shore
Princess Anne, Maryland
Department of Agriculture, Food and Resource Sciences
University of Maryland Eastern Shore
Princess Anne, Maryland
Title
Public Perceptions of Marine and Coastal Ecosystems Threats: A PCA-Based K-Means Clustering Approach
Synopsis
The study employed a publicly accessible data set to investigate public perceptions regarding significant threats to marine and coastal ecosystems. The primary aim was to classify respondents through PCA-based K-Means clustering. The analysis identified three unique clusters of participants, each reflecting varied perspectives on the severity of these threats. By mapping these perceptions, the results provided critical insights for environmental conservation and marine protection.