Applications of Artificial Intelligence in Environmental Research: Automated Macroinvertebrate Identification

EasyChair Preprint 5814

Abstract

Developments 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

@booklet{EasyChair:5814,
  author    = {Nicole Jefferies},
  title     = {Applications of Artificial Intelligence in Environmental Research: Automated Macroinvertebrate Identification},
  howpublished = {EasyChair Preprint 5814},
  year      = {EasyChair, 2021}}