About

I am an interdisciplinary scientist with a focus on coastal and marine ecosystems. Based in North Queensland, I have been working across the tropical Indo-Pacific for 8+ years. I am currently a lecturer and research scientist with the College of Science and Engineering at James Cook University. My research seeks to understand how seagrass and seaweed meadows, mangroves forests, coral reefs, rivers, estuaries and wetlands underpin fish populations, fisheries and human communities. I am interested in how landscapes, including human landscapes, function as ecosystems in different parts of the world. I am focused on providing relevant, context specific and data-rich science for the management of these ecosystems, by harnessing recent innovations such as Artificial Intelligence.

 

Teaching
  • LS0401: English for Academic Purposes Level 4 (Level 0; TSV)
Publications

These are the most recent publications associated with this author. To see a detailed profile of all publications stored at JCU, visit ResearchOnline@JCU.

Journal Articles
Conference Papers
Current Funding

Current and recent Research Funding to JCU is shown by funding source and project.

WV Scott Charitable Trust - Research Grant

Addressing urgent welfare concerns for Blackspotted Croaker (Protonibea diacanthus) populations in Queensland

Indicative Funding
$50,000 over 3 years
Summary
The Blackspotted Croaker (also known as black jewfish) is targeted by commercial, recreational, indigenous and charter fishing groups. Since 2017 there has been a rapid increase in targeted commercial fishing effort for Blackspotteed Croaker in Queensland. Given the high value of Blackspotteed Croaker, their vulnerability as aggregating species and the absence of a stock assessment to inform how many populations need to be managed, updated biological/ecological information (Including stock structure) are needed for assessment and protection of Blackspotted Croaker stock(s) in Queensland. The study aims at identifying stock structure and connectivity (including aggregation time) in order to improve management of th species across Queensland.
Investigators
Marcus Sheaves, Adam Barnett, Carlo Mattone and Michael Bradley (College of Science & Engineering)
Keywords
Population Genetic Structure; Fisheries Management; Epinephelus nigritus (Serranidae); Blackspotted Croaker

Hinchinbrook Shire Council - Contract Research

Lower Herbert Drainage Concerns-Mangrove Expansion

Indicative Funding
$29,033 over 1 year
Summary
The Project aims at assessing the effect of removing overhanging mangrove trees that have grown over artificially made channels over the last few decades. The mangrove pose a threat to the water flow, causing the drain to overfill during periods of heavy rainfall and flood the surrounding areas.
Investigators
Marcus Sheaves, Nathan Waltham, Carlo Mattone and Michael Bradley (College of Science & Engineering and TropWATER)
Keywords
Mangrove Forest; Nursery Grounds; Clearance

World Wide Fund for Nature - Contract Research

From Coastal Communities to Cloud Communities ? New Application and Artificial Intelligence to Monitor Fish Stocks Using Photos ? Application Development

Indicative Funding
$53,100 over 1 year
Summary
The Project aims at develop an artificial intelligence capable to autonomously identify fish species and number from images collected at fish markets in remote location, so that effective catch rate can be evaluated and management policies can be developed.
Investigators
Marcus Sheaves, Carlo Mattone, Michael Bradley, Joanne Lee, Jason Holdsworth, Art (Hemmaphan) Suwanwiwat and Ickjai Lee (College of Science & Engineering)
Keywords
Artificial Intelligence; Phone App; Caught Fish; Catch Rate

WA Department of Primary Industries and Regional Development - Contract Research

Identification of benthic structure using machine learning

Indicative Funding
$36,200 (administered by Wa Department of Primary Industries and Regional Development)
Summary
The Project aims at automating the classification of benthic structure and biota from images using machine learning
Investigators
Marcus Sheaves, Bronson Philippa, Carlo Mattone and Michael Bradley (College of Science & Engineering)
Keywords
Benthic Assessment; Machine Learning
Data

These are the most recent metadata records associated with this researcher. To see a detailed description of all dataset records, visit the JCU Research Data Catalogue.

Collaboration

The map shows research collaborations by institution from the past 7 years.
Note: Map points are indicative of the countries or states that institutions are associated with.

  • 5+ collaborations
  • 4 collaborations
  • 3 collaborations
  • 2 collaborations
  • 1 collaboration
  • Indicates the Tropics (Torrid Zone)

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Similar to me

  1. Dr Neil Hutchinson
    JCU Singapore
  2. Dr Carlo Mattone
    College of Science & Engineering
  3. Prof Marcus Sheaves
    College of Science & Engineering
  4. Dr Michelle Esparon
    College of Business, Law & Governance
  5. A/Prof Ellen Ariel
    College of Public Health, Medical & Vet Sciences