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Title: Improved estimates of ocean heat content from 1960 to 2015

Abstract

Earth’s energy imbalance (EEI) drives the ongoing global warming and can best be assessed across the historical record (that is, since 1960) from ocean heat content (OHC) changes. An accurate assessment of OHC is a challenge, mainly because of insufficient and irregular data coverage. We provide here updated OHC estimates with the goal of minimizing associated sampling error. We performed a subsample test, in which subsets of data during the datarich Argo era are colocated with locations of earlier ocean observations, to quantify this error. Our results provide a new OHC estimate with an unbiased mean sampling error and with variability on decadal and multidecadal time scales (signal) that can be reliably distinguished fromsampling error (noise) with signal-to-noise ratios higher than 3. The inferred integrated EEI is greater than that reported in previous assessments and is consistent with a reconstruction of the radiative imbalance at the top of atmosphere starting in 1985. We found that changes in OHC are relatively small before about 1980; since then, OHC has increased fairly steadily and, since 1990, has increasingly involved deeper layers of the ocean. In addition,OHC changes in sixmajor oceans are reliable on decadal timescales. All ocean basins examined have experienced significantmore » warming since 1998, with the greatest warming in the southern oceans, the tropical/subtropical Pacific Ocean, and the tropical/subtropical Atlantic Ocean. This new look at OHC and EEI changes over time provides greater confidence than previously possible, and the data sets produced are a valuable resource for further study.« less

Authors:
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [2];  [3];  [4];  [1]
  1. Chinese Academy of Sciences (CAS), Beijing (China). Inst. of Atmospheric Physics and International Center for Climate and Environment Sciences
  2. National Center for Atmospheric Research, Boulder, CO (United States)
  3. National Oceanic and Atmospheric Administration (NOAA)-National Centers for Environmental Information, Silver Spring, MD (United States)
  4. Univ. of St. Thomas, St. Paul, MN (United States)
Publication Date:
Research Org.:
National Center for Atmospheric Research (NCAR), Boulder, CO (United States)
Sponsoring Org.:
USDOE; Chinese Academy of Sciences (CAS) (China); National Science Foundation of China; National Science Foundation (NSF); National Aeronautics and Space Administration (NASA); National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States)
OSTI Identifier:
1425658
Grant/Contract Number:  
SC0012711; 41506029; 41476016; 2016YFC1401800; 1243125; NNH11ZDA001N
Resource Type:
Accepted Manuscript
Journal Name:
Science Advances
Additional Journal Information:
Journal Volume: 3; Journal Issue: 3; Journal ID: ISSN 2375-2548
Publisher:
AAAS
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Earth’s energy imbalance; ocean heat content; sampling; mapping; subsample test; global warming; decadal variability; hiatus

Citation Formats

Cheng, Lijing, Trenberth, Kevin E., Fasullo, John, Boyer, Tim, Abraham, John, and Zhu, Jiang. Improved estimates of ocean heat content from 1960 to 2015. United States: N. p., 2017. Web. doi:10.1126/sciadv.1601545.
Cheng, Lijing, Trenberth, Kevin E., Fasullo, John, Boyer, Tim, Abraham, John, & Zhu, Jiang. Improved estimates of ocean heat content from 1960 to 2015. United States. https://doi.org/10.1126/sciadv.1601545
Cheng, Lijing, Trenberth, Kevin E., Fasullo, John, Boyer, Tim, Abraham, John, and Zhu, Jiang. Fri . "Improved estimates of ocean heat content from 1960 to 2015". United States. https://doi.org/10.1126/sciadv.1601545. https://www.osti.gov/servlets/purl/1425658.
@article{osti_1425658,
title = {Improved estimates of ocean heat content from 1960 to 2015},
author = {Cheng, Lijing and Trenberth, Kevin E. and Fasullo, John and Boyer, Tim and Abraham, John and Zhu, Jiang},
abstractNote = {Earth’s energy imbalance (EEI) drives the ongoing global warming and can best be assessed across the historical record (that is, since 1960) from ocean heat content (OHC) changes. An accurate assessment of OHC is a challenge, mainly because of insufficient and irregular data coverage. We provide here updated OHC estimates with the goal of minimizing associated sampling error. We performed a subsample test, in which subsets of data during the datarich Argo era are colocated with locations of earlier ocean observations, to quantify this error. Our results provide a new OHC estimate with an unbiased mean sampling error and with variability on decadal and multidecadal time scales (signal) that can be reliably distinguished fromsampling error (noise) with signal-to-noise ratios higher than 3. The inferred integrated EEI is greater than that reported in previous assessments and is consistent with a reconstruction of the radiative imbalance at the top of atmosphere starting in 1985. We found that changes in OHC are relatively small before about 1980; since then, OHC has increased fairly steadily and, since 1990, has increasingly involved deeper layers of the ocean. In addition,OHC changes in sixmajor oceans are reliable on decadal timescales. All ocean basins examined have experienced significant warming since 1998, with the greatest warming in the southern oceans, the tropical/subtropical Pacific Ocean, and the tropical/subtropical Atlantic Ocean. This new look at OHC and EEI changes over time provides greater confidence than previously possible, and the data sets produced are a valuable resource for further study.},
doi = {10.1126/sciadv.1601545},
journal = {Science Advances},
number = 3,
volume = 3,
place = {United States},
year = {Fri Mar 10 00:00:00 EST 2017},
month = {Fri Mar 10 00:00:00 EST 2017}
}

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Improved estimates of water cycle change from ocean salinity: the key role of ocean warming
journal, July 2018

  • Zika, Jan D.; Skliris, Nikolaos; Blaker, Adam T.
  • Environmental Research Letters, Vol. 13, Issue 7
  • DOI: 10.1088/1748-9326/aace42

Climate-change–driven accelerated sea-level rise detected in the altimeter era
journal, February 2018

  • Nerem, R. S.; Beckley, B. D.; Fasullo, J. T.
  • Proceedings of the National Academy of Sciences, Vol. 115, Issue 9
  • DOI: 10.1073/pnas.1717312115

Steric Sea Level Changes from Ocean Reanalyses at Global and Regional Scales
journal, September 2019

  • Storto, Andrea; Bonaduce, Antonio; Feng, Xiangbo
  • Water, Vol. 11, Issue 10
  • DOI: 10.3390/w11101987

The Molecular Basis for Understanding the Impacts of Ocean Warming
journal, July 2019


Recent multivariate changes in the North Atlantic climate system, with a focus on 2005-2016
journal, September 2018

  • Robson, Jon; Sutton, Rowan T.; Archibald, Alex
  • International Journal of Climatology, Vol. 38, Issue 14
  • DOI: 10.1002/joc.5815

Quantifying human contributions to past and future ocean warming and thermosteric sea level rise
journal, July 2019

  • Tokarska, Katarzyna B.; Hegerl, Gabriele C.; Schurer, Andrew P.
  • Environmental Research Letters, Vol. 14, Issue 7
  • DOI: 10.1088/1748-9326/ab23c1

Climate Change Projected to Exacerbate Impacts of Coastal Eutrophication in the Northern Gulf of Mexico
journal, May 2018

  • Laurent, Arnaud; Fennel, Katja; Ko, Dong S.
  • Journal of Geophysical Research: Oceans, Vol. 123, Issue 5
  • DOI: 10.1002/2017jc013583

Die unterschätzte Gefahr
journal, February 2007


Confirmation of ENSO-Southern Ocean Teleconnections Using Satellite-Derived SST
journal, February 2018

  • Ferster, Brady; Subrahmanyam, Bulusu; Macdonald, Alison
  • Remote Sensing, Vol. 10, Issue 2
  • DOI: 10.3390/rs10020331

On the Time Evolution of Climate Sensitivity and Future Warming
journal, September 2018


Young people's burden: requirement of negative CO 2 emissions
journal, January 2017

  • Hansen, James; Sato, Makiko; Kharecha, Pushker
  • Earth System Dynamics, Vol. 8, Issue 3
  • DOI: 10.5194/esd-8-577-2017

Improved representation of ocean heat content in energy balance models
journal, December 2018


Global ocean heat content redistribution during the 1998–2012 Interdecadal Pacific Oscillation negative phase
journal, August 2018

  • Gastineau, Guillaume; Friedman, Andrew R.; Khodri, Myriam
  • Climate Dynamics, Vol. 53, Issue 1-2
  • DOI: 10.1007/s00382-018-4387-9

Estimating global ocean heat content from tidal magnetic satellite observations
journal, May 2019


2017 was the warmest year on record for the global ocean
journal, January 2018


Ocean Climate Observing Requirements in Support of Climate Research and Climate Information
journal, July 2019

  • Stammer, Detlef; Bracco, Annalisa; AchutaRao, Krishna
  • Frontiers in Marine Science, Vol. 6
  • DOI: 10.3389/fmars.2019.00444

Pathways to 1.5 °C and 2 °C warming based on observational and geological constraints
journal, January 2018

  • Goodwin, Philip; Katavouta, Anna; Roussenov, Vassil M.
  • Nature Geoscience, Vol. 11, Issue 2, p. 102-107
  • DOI: 10.1038/s41561-017-0054-8

Quantification of ocean heat uptake from changes in atmospheric O2 and CO2 composition
journal, December 2019


The land ice contribution to sea level during the satellite era
text, January 2018


Decadal evolution of the surface energy budget during the fast warming and global warming hiatus periods in the ERA-interim
journal, May 2018


Quantification of ocean heat uptake from changes in atmospheric O2 and CO2 composition
journal, October 2018


Subsurface ocean flywheel of coupled climate variability in the Barents Sea hotspot of global warming
journal, September 2019


Towards the integration of animal‐borne instruments into global ocean observing systems
journal, November 2019

  • March, David; Boehme, Lars; Tintoré, Joaquín
  • Global Change Biology, Vol. 26, Issue 2
  • DOI: 10.1111/gcb.14902

An updated version of the global interior ocean biogeochemical data product, GLODAPv2.2020
journal, December 2020