Download PDFOpen PDF in browser

Applications of Artificial Intelligence in Environmental Research: Automated Macroinvertebrate Identification

EasyChair Preprint 5814

3 pagesDate: June 16, 2021

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

BibTeX entry
BibTeX does not have the right entry for preprints. This is a hack for producing the correct reference:
@booklet{EasyChair:5814,
  author    = {Nicole Jefferies},
  title     = {Applications of Artificial Intelligence in Environmental Research: Automated Macroinvertebrate Identification},
  howpublished = {EasyChair Preprint 5814},
  year      = {EasyChair, 2021}}
Download PDFOpen PDF in browser