Spatial connectivity of reef manta rays across the Raja Ampat archipelago, Indonesia.
Edy SetyawanMark V ErdmannRonald MambrasarOrgenes AmbafenAbdi W HasanMuhamad IzuanImanuel MofuMochamad I H PutraAbraham B SianiparRochelle ConstantineBen C StevensonFabrice R A JainePublished in: Royal Society open science (2024)
The reef manta ray Mobula alfredi is present throughout most island groups that form the Raja Ampat archipelago, Indonesia. The species is protected regionally and nationally and is currently managed as a single homogeneous population within the 6.7 million ha archipelago. However, scientific evidence is currently lacking regarding the spatial connectivity and population structure of M. alfredi within this archipelago. Using network analysis and an array of 34 acoustic receivers deployed throughout Raja Ampat between February 2016 and September 2021, we examined the movements of 72 subadult and adult M. alfredi tagged in seven regions of Raja Ampat. A total of 1094 M. alfredi movements were recorded and were primarily concentrated between nearby receiver stations, highlighting frequent local movements within, and limited long-distance movements between regional acoustic receiver arrays. Network analysis revealed highly connected nodes acting as hubs important for M. alfredi movements. A community detection algorithm further indicated clusters within the network. Our results suggest the existence of a metapopulation comprising three demographically and geographically distinct subpopulations within the archipelago. They also reveal the importance of Eagle Rock as a critical node in the M. alfredi movement network, justifying the urgent inclusion of this site within the Raja Ampat marine protected area network.
Keyphrases
- network analysis
- healthcare
- resting state
- machine learning
- mental health
- lymph node
- functional connectivity
- white matter
- single cell
- deep learning
- high throughput
- high resolution
- gene expression
- genome wide
- young adults
- high density
- mass spectrometry
- genetic diversity
- sentinel lymph node
- loop mediated isothermal amplification
- quantum dots
- rectal cancer