Download PDFOpen PDF in browserApplications of Artificial Intelligence in Environmental Research: Automated Macroinvertebrate IdentificationEasyChair Preprint 58143 pages•Date: June 16, 2021AbstractDevelopments in artificial intelligence have influenced many scientific disciplines, including environmental research. A recent subject for this type of automation has been the identification of macroinvertebrates—which is considered a valuable, albeit inefficient aspect of ecological bioassessment. This paper explores the development and limitations of automated macroinvertebrate identification, in addition to suggesting an alternate approach involving clear-carapaced organisms. Keyphrases: Artificial Intelligence, Environmental research, Support Vector Machine, acyclic graph support vector, automated macroinvertebrate identification, directed acyclic graph support, image based macroinvertebrate identification, macroinvertebrate identification
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