Literature DB >> 33553245

Monitoring Re-Growth of Invasive Plants Using an Autonomous Surface Vessel.

Robert Codd-Downey1, Michael Jenkin1, Bir Bikram Dey1, James Zacher2, Eva Blainey1, Peter Andrews3.   

Abstract

Invasive aquatic plant species, and in particular Eurasian Water-Milfoil (EWM), pose a major threat to domestic flora and fauna and can in turn negatively impact local economies. Numerous strategies have been developed to harvest and remove these plant species from the environment. However it is still an open question as to which method is best suited to removing a particular invasive species and the impact of different lake conditions on the choice. One problem common to all harvesting methods is the need to assess the location and degree of infestation on an ongoing manner. This is a difficult and error prone problem given that the plants grow underwater and significant infestation at depth may not be visible at the surface. Here we detail efforts to monitor EWM infestation and evaluate harvesting methods using an autonomous surface vessel (ASV). This novel ASV is based around a mono-hull design with two outriggers. Powered by a differential pair of underwater thrusters, the ASV is outfitted with RTK GPS for position estimation and a set of submerged environmental sensors that are used to capture imagery and depth information including the presence of material suspended in the water column. The ASV is capable of both autonomous and tele-operation.
Copyright © 2021 Codd-Downey, Jenkin, Dey, Zacher, Blainey and Andrews.

Entities:  

Keywords:  Underwater; autonomous surface vessel; computer vision; dataset; object detection; plant monitoring; robotics

Year:  2021        PMID: 33553245      PMCID: PMC7862761          DOI: 10.3389/frobt.2020.583416

Source DB:  PubMed          Journal:  Front Robot AI        ISSN: 2296-9144


  2 in total

1.  A simple, fast, and repeatable survey method for underwater visual 3D benthic mapping and monitoring.

Authors:  Oscar Pizarro; Ariell Friedman; Mitch Bryson; Stefan B Williams; Joshua Madin
Journal:  Ecol Evol       Date:  2017-02-15       Impact factor: 2.912

Review 2.  A Survey on Unmanned Surface Vehicles for Disaster Robotics: Main Challenges and Directions.

Authors:  Vitor A M Jorge; Roger Granada; Renan G Maidana; Darlan A Jurak; Guilherme Heck; Alvaro P F Negreiros; Davi H Dos Santos; Luiz M G Gonçalves; Alexandre M Amory
Journal:  Sensors (Basel)       Date:  2019-02-08       Impact factor: 3.576

  2 in total

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