Climate Projections for the Southern Ocean Reveal Impacts in the Marine Microbial Communities Following Increases in Sea Surface Temperature

Anthropogenic global warming can have strong impacts on marine ecosystems, especially on climate-sensitive regions such as the Southern Ocean (SO). As key drivers of biogeochemical cycles, pelagic microbial communities are likely to respond to increases in sea surface temperature (SST). Thus, it is...

Full description

Bibliographic Details
Main Authors: Marcos Tonelli, Camila Negrão Signori, Amanda Bendia, Juliana Neiva, Bruno Ferrero, Vivian Pellizari, Ilana Wainer
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2021.636226/full
id doaj-874fe34139b54f4f85c9c0ce03c402ef
record_format Article
spelling doaj-874fe34139b54f4f85c9c0ce03c402ef2021-05-20T06:54:09ZengFrontiers Media S.A.Frontiers in Marine Science2296-77452021-05-01810.3389/fmars.2021.636226636226Climate Projections for the Southern Ocean Reveal Impacts in the Marine Microbial Communities Following Increases in Sea Surface TemperatureMarcos TonelliCamila Negrão SignoriAmanda BendiaJuliana NeivaBruno FerreroVivian PellizariIlana WainerAnthropogenic global warming can have strong impacts on marine ecosystems, especially on climate-sensitive regions such as the Southern Ocean (SO). As key drivers of biogeochemical cycles, pelagic microbial communities are likely to respond to increases in sea surface temperature (SST). Thus, it is critical to understand how SST may change in future scenarios and how these changes will affect the composition and structure of microbial communities. By using a suite of Earth System Models participating in the Coupled Model Intercomparison Project Phase 6 (CMIP6), machine learning, and 16S rRNA sequencing data, we investigated the long-term changes as projected by CMIP6 simulations in SST throughout the twenty first century and the microbial diversity responses in the SO. Four Shared Socioeconomic Pathways (SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5) were considered to assess the SO surface sensitivity to a warming climate. The SST changes across SSPs were ≈0.3, ≈0.7, ≈1.25, and ≈1.6oC between 2015 and 2100, respectively, and the high emissions scenarios projected a much sooner emergence of the human-induced temperature change throughout the SO. The impacts on Antarctic marine diversity of bacteria and archaea are expected to be significant and persistent by the late twenty first century, especially within the higher end of the range of future forcing pathways.https://www.frontiersin.org/articles/10.3389/fmars.2021.636226/fullSouthern Ocean (Antarctica)climate changemicrobial diversityCMIP6time of emergencemachine learning
collection DOAJ
language English
format Article
sources DOAJ
author Marcos Tonelli
Camila Negrão Signori
Amanda Bendia
Juliana Neiva
Bruno Ferrero
Vivian Pellizari
Ilana Wainer
spellingShingle Marcos Tonelli
Camila Negrão Signori
Amanda Bendia
Juliana Neiva
Bruno Ferrero
Vivian Pellizari
Ilana Wainer
Climate Projections for the Southern Ocean Reveal Impacts in the Marine Microbial Communities Following Increases in Sea Surface Temperature
Frontiers in Marine Science
Southern Ocean (Antarctica)
climate change
microbial diversity
CMIP6
time of emergence
machine learning
author_facet Marcos Tonelli
Camila Negrão Signori
Amanda Bendia
Juliana Neiva
Bruno Ferrero
Vivian Pellizari
Ilana Wainer
author_sort Marcos Tonelli
title Climate Projections for the Southern Ocean Reveal Impacts in the Marine Microbial Communities Following Increases in Sea Surface Temperature
title_short Climate Projections for the Southern Ocean Reveal Impacts in the Marine Microbial Communities Following Increases in Sea Surface Temperature
title_full Climate Projections for the Southern Ocean Reveal Impacts in the Marine Microbial Communities Following Increases in Sea Surface Temperature
title_fullStr Climate Projections for the Southern Ocean Reveal Impacts in the Marine Microbial Communities Following Increases in Sea Surface Temperature
title_full_unstemmed Climate Projections for the Southern Ocean Reveal Impacts in the Marine Microbial Communities Following Increases in Sea Surface Temperature
title_sort climate projections for the southern ocean reveal impacts in the marine microbial communities following increases in sea surface temperature
publisher Frontiers Media S.A.
series Frontiers in Marine Science
issn 2296-7745
publishDate 2021-05-01
description Anthropogenic global warming can have strong impacts on marine ecosystems, especially on climate-sensitive regions such as the Southern Ocean (SO). As key drivers of biogeochemical cycles, pelagic microbial communities are likely to respond to increases in sea surface temperature (SST). Thus, it is critical to understand how SST may change in future scenarios and how these changes will affect the composition and structure of microbial communities. By using a suite of Earth System Models participating in the Coupled Model Intercomparison Project Phase 6 (CMIP6), machine learning, and 16S rRNA sequencing data, we investigated the long-term changes as projected by CMIP6 simulations in SST throughout the twenty first century and the microbial diversity responses in the SO. Four Shared Socioeconomic Pathways (SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5) were considered to assess the SO surface sensitivity to a warming climate. The SST changes across SSPs were ≈0.3, ≈0.7, ≈1.25, and ≈1.6oC between 2015 and 2100, respectively, and the high emissions scenarios projected a much sooner emergence of the human-induced temperature change throughout the SO. The impacts on Antarctic marine diversity of bacteria and archaea are expected to be significant and persistent by the late twenty first century, especially within the higher end of the range of future forcing pathways.
topic Southern Ocean (Antarctica)
climate change
microbial diversity
CMIP6
time of emergence
machine learning
url https://www.frontiersin.org/articles/10.3389/fmars.2021.636226/full
work_keys_str_mv AT marcostonelli climateprojectionsforthesouthernoceanrevealimpactsinthemarinemicrobialcommunitiesfollowingincreasesinseasurfacetemperature
AT camilanegraosignori climateprojectionsforthesouthernoceanrevealimpactsinthemarinemicrobialcommunitiesfollowingincreasesinseasurfacetemperature
AT amandabendia climateprojectionsforthesouthernoceanrevealimpactsinthemarinemicrobialcommunitiesfollowingincreasesinseasurfacetemperature
AT juliananeiva climateprojectionsforthesouthernoceanrevealimpactsinthemarinemicrobialcommunitiesfollowingincreasesinseasurfacetemperature
AT brunoferrero climateprojectionsforthesouthernoceanrevealimpactsinthemarinemicrobialcommunitiesfollowingincreasesinseasurfacetemperature
AT vivianpellizari climateprojectionsforthesouthernoceanrevealimpactsinthemarinemicrobialcommunitiesfollowingincreasesinseasurfacetemperature
AT ilanawainer climateprojectionsforthesouthernoceanrevealimpactsinthemarinemicrobialcommunitiesfollowingincreasesinseasurfacetemperature
_version_ 1721435680002801664