• DocumentCode
    8584
  • Title

    Watching the Aliens

  • Author

    Mitra-Thakur, Sofia

  • Volume
    9
  • Issue
    7
  • fYear
    2014
  • fDate
    Aug-14
  • Firstpage
    28
  • Lastpage
    32
  • Abstract
    Big Data analytics has become a powerful tool in monitoring invasive species, with ecologists saying that with the problem of invasive species being on such a large scale, it is essential to analyse lots of data through studying several ecosystems. Supercomputers can help conduct analysis of the terabytes of data available, allowing data to be processed much more quickly. The previouslymentioned GARP software programme, developed at the San Diego Supercomputer Centre, can perform modelling analysis using a genetic algorithm to predict the potential distribution of an invasive species, and these models can be visualised as distribution maps using GIS. The model has been deployed successfully in several studies, for example in 2007 when it predicted that large estuaries including Chesapeake Bay in the US were at risk of invasion of Chinese mitten crab (Eriocheir sinensis). Just one month later crabs were discovered in the estuary´s waters.
  • Keywords
    Big Data; data analysis; data visualisation; ecology; genetic algorithms; geographic information systems; parallel machines; Big data analytics; GIS; data processed; ecosystems; genetic algorithm; invasive species monitoring; modelling analysis; potential distribution prediction; supercomputers;
  • fLanguage
    English
  • Journal_Title
    Engineering & Technology
  • Publisher
    iet
  • ISSN
    1750-9637
  • Type

    jour

  • DOI
    10.1049/et.2014.0704
  • Filename
    6870302