Deep ocean heat content changes estimated from observation and reanalysis product and their influence on sea level change
Abstract
[1] We calculated basin‐scale and global ocean decadal temperature change rates from the 1990s to the 2000s for waters below 3000 m. Large temperature increases were detected around Antarctica, and a relatively large temperature increase was detected along the northward path of Circumpolar Deep Water in the Pacific. The global heat content (HC) change estimated from the temperature change rates below 3000 m was 0.8 × 1022 J decade−1; a value that cannot be neglected for precise estimation of the global heat balance. We reproduced the observed temperature changes in the deep ocean using a data assimilation system and examined virtual observations in the reproduced data field to evaluate the uncertainty of the HC changes estimated from the actual temporally and spatially sparse observations. From the analysis of the virtual observations, it is shown that the global HC increase below 3000 m during recent decades can be detected using the available observation system of periodic revisits to the same sampling sections, although the uncertainty is large.
Number of times cited: 49
- Sarah G. Purkey, William M. Smethie, Geoffrey Gebbie, Arnold L. Gordon, Rolf E. Sonnerup, Mark J. Warner and John L. Bullister, A Synoptic View of the Ventilation and Circulation of Antarctic Bottom Water from Chlorofluorocarbons and Natural Tracers, Annual Review of Marine Science, 10, 1, (503)
- Guillaume Sérazin, Alexandre Jaymond, Stéphanie Leroux, Thierry Penduff, Laurent Bessières, William Llovel, Bernard Barnier, Jean‐Marc Molines and Laurent Terray, A global probabilistic study of the ocean heat content low‐frequency variability: Atmospheric forcing versus oceanic chaos, Geophysical Research Letters, 44, 11, (5580-5589), (2017).
- Don P. Chambers, Anny Cazenave, Nicolas Champollion, Habib Dieng, William Llovel, Rene Forsberg, Karina von Schuckmann and Yoshihide Wada, Evaluation of the Global Mean Sea Level Budget between 1993 and 2014, Surveys in Geophysics, 10.1007/s10712-016-9381-3, 38, 1, (309-327), (2016).
- Hiromichi Igarashi, Taro Ichii, Mitsuo Sakai, Yoichi Ishikawa, Takahiro Toyoda, Shuhei Masuda, Nozomi Sugiura, Kedarnath Mahapatra and Toshiyuki Awaji, Possible link between interannual variation of neon flying squid (Ommastrephes bartramii) abundance in the North Pacific and the climate phase shift in 1998/1999, Progress in Oceanography, 150, (20)
- Tony Eggleton, Future Physical Changes, Climate Change Impacts on Fisheries and Aquaculture, (23-43), (2017).
- Karen L. Tracey, Kathleen A. Donohue and D. Randolph Watts, Bottom Temperatures in Drake Passage, Journal of Physical Oceanography, 10.1175/JPO-D-16-0124.1, 47, 1, (101-122), (2017).
- Takashi Mochizuki, Shuhei Masuda, Yoichi Ishikawa and Toshiyuki Awaji, Multiyear climate prediction with initialization based on 4D‐Var data assimilation, Geophysical Research Letters, 43, 8, (3903-3910), (2016).
- Andrea Storto, Chunxue Yang and Simona Masina, Sensitivity of global ocean heat content from reanalyses to the atmospheric reanalysis forcing: A comparative study, Geophysical Research Letters, 43, 10, (5261-5270), (2016).
- Roelof Rietbroek, Sandra-Esther Brunnabend, Jürgen Kusche, Jens Schröter and Christoph Dahle, Revisiting the contemporary sea-level budget on global and regional scales, Proceedings of the National Academy of Sciences, 10.1073/pnas.1519132113, 113, 6, (1504-1509), (2016).
- Stephanie M. Downes, Andrew McC. Hogg, Stephen M. Griffies and Bonita L. Samuels, The Transient Response of Southern Ocean Circulation to Geothermal Heating in a Global Climate Model, Journal of Climate, 29, 16, (5689)
- William Llovel and Laurent Terray, Observed southern upper-ocean warming over 2005–2014 and associated mechanisms, Environmental Research Letters, 10.1088/1748-9326/11/12/124023, 11, 12, (124023), (2016).
- L.D. Talley, R.A. Feely, B.M. Sloyan, R. Wanninkhof, M.O. Baringer, J.L. Bullister, C.A. Carlson, S.C. Doney, R.A. Fine, E. Firing, N. Gruber, D.A. Hansell, M. Ishii, G.C. Johnson, K. Katsumata, R.M. Key, M. Kramp, C. Langdon, A.M. Macdonald, J.T. Mathis, E.L. McDonagh, S. Mecking, F.J. Millero, C.W. Mordy, T. Nakano, C.L. Sabine, W.M. Smethie, J.H. Swift, T. Tanhua, A.M. Thurnherr, M.J. Warner and J.-Z. Zhang, Changes in Ocean Heat, Carbon Content, and Ventilation: A Review of the First Decade of GO-SHIP Global Repeat Hydrography, Annual Review of Marine Science, 8, 1, (185)
- Kay I. Ohshima, Sohey Nihashi and Katsushi Iwamoto, Global view of sea-ice production in polynyas and its linkage to dense/bottom water formation, Geoscience Letters, 10.1186/s40562-016-0045-4, 3, 1, (2016).
- Damien Desbruyères, Elaine L. McDonagh and Brian A. King, Observational Advances in Estimates of Oceanic Heating, Current Climate Change Reports, 10.1007/s40641-016-0037-7, 2, 3, (127-134), (2016).
- Gunnar Voet, Matthew H. Alford, James B. Girton, Glenn S. Carter, John B. Mickett and Jody M. Klymak, Warming and Weakening of the Abyssal Flow through Samoan Passage, Journal of Physical Oceanography, 46, 8, (2389)
- S. Osafune, S. Masuda, N. Sugiura and T. Doi, Evaluation of the applicability of the Estimated State of the Global Ocean for Climate Research (ESTOC) data set, Geophysical Research Letters, 42, 12, (4903-4911), (2015).
- Toshimasa Doi, Satoshi Osafune, Nozomi Sugiura, Shinya Kouketsu, Akihiko Murata, Shuhei Masuda and Takahiro Toyoda, Multidecadal change in the dissolved inorganic carbon in a long‐term ocean state estimation, Journal of Advances in Modeling Earth Systems, 7, 4, (1885-1900), (2015).
- Katsuro Katsumata, Hideyuki Nakano and Yuichiro Kumamoto, Dissolved oxygen change and freshening of Antarctic Bottom water along 62°S in the Australian-Antarctic Basin between 1995/1996 and 2012/2013, Deep Sea Research Part II: Topical Studies in Oceanography, 114, (27)
- Hiroshi Uchida, Toshiya Nakano, Jun Tamba, Januarius V. Widiatmo, Kazuaki Yamazawa, Satoshi Ozawa and Takeshi Kawano, Deep Ocean Temperature Measurement with an Uncertainty of 0.7 mK, Journal of Atmospheric and Oceanic Technology, 32, 11, (2199)
- Habib B. Dieng, Hindumathi Palanisamy, Anny Cazenave, Benoit Meyssignac and Karina von Schuckmann, The Sea Level Budget Since 2003: Inference on the Deep Ocean Heat Content, Surveys in Geophysics, 36, 2, (209)
- Eric W. Leuliette, The Balancing of the Sea-Level Budget, Current Climate Change Reports, 10.1007/s40641-015-0012-8, 1, 3, (185-191), (2015).
- Gunnar Voet, James B. Girton, Matthew H. Alford, Glenn S. Carter, Jody M. Klymak and John B. Mickett, Pathways, Volume Transport, and Mixing of Abyssal Water in the Samoan Passage, Journal of Physical Oceanography, 45, 2, (562)
- Gregory C. Johnson, John M. Lyman and Sarah G. Purkey, Informing Deep Argo Array Design Using Argo and Full-Depth Hydrographic Section Data*, Journal of Atmospheric and Oceanic Technology, 32, 11, (2187)
- Lavinia Patara and Claus W. Böning, Abyssal ocean warming around Antarctica strengthens the Atlantic overturning circulation, Geophysical Research Letters, 41, 11, (3972-3978), (2014).
- D. G. Desbruyères, E. L. McDonagh, B. A. King, F. K. Garry, A. T. Blaker, B. I. Moat and H. Mercier, Full‐depth temperature trends in the northeastern Atlantic through the early 21st century, Geophysical Research Letters, 41, 22, (7971-7979), (2014).
- S. Osafune, S. Masuda and N. Sugiura, Role of the oceanic bridge in linking the 18.6 year modulation of tidal mixing and long‐term SST change in the North Pacific, Geophysical Research Letters, 41, 20, (7284-7290), (2014).
- Gregory C. Johnson, Kristene E. McTaggart and Rik Wanninkhof, Antarctic Bottom Water temperature changes in the western South Atlantic from 1989 to 2014, Journal of Geophysical Research: Oceans, 119, 12, (8567-8577), (2014).
- Shuhei Masuda, Nozomi Sugiura, Satoshi Osafune and Toshimasa Doi, Improvement of Ocean State Estimation by Assimilating Mapped Argo Drift Data, The Scientific World Journal, 10.1155/2014/975618, 2014, (1-6), (2014).
- Shuhei Masuda, An Observing System Simulation Experiment for the Western North Pacific Region, The Scientific World Journal, 2014, (1)
- Yi Song, Yongqiang Yu and Pengfei Lin, The hiatus and accelerated warming decades in CMIP5 simulations, Advances in Atmospheric Sciences, 31, 6, (1316)
- Kevin E. Trenberth, John T. Fasullo and Magdalena A. Balmaseda, Earth’s Energy Imbalance, Journal of Climate, 10.1175/JCLI-D-13-00294.1, 27, 9, (3129-3144), (2014).
- Jaime B. Palter, Stephen M. Griffies, Bonita L. Samuels, Eric D. Galbraith, Anand Gnanadesikan and Andreas Klocker, The Deep Ocean Buoyancy Budget and Its Temporal Variability, Journal of Climate, 27, 2, (551)
- John M. Lyman and Gregory C. Johnson, Estimating Global Ocean Heat Content Changes in the Upper 1800 m since 1950 and the Influence of Climatology Choice*, Journal of Climate, 10.1175/JCLI-D-12-00752.1, 27, 5, (1945-1957), (2014).
- Carl Wunsch and Patrick Heimbach, Bidecadal Thermal Changes in the Abyssal Ocean, Journal of Physical Oceanography, 44, 8, (2013)
- Shuhei Masuda and Shigeki Hosoda, Effective Design of Profiling Float Network for Oceanic Heat-Content Monitoring, The Scientific World Journal, 2014, (1)
- Magdalena A. Balmaseda, Kevin E. Trenberth and Erland Källén, Distinctive climate signals in reanalysis of global ocean heat content, Geophysical Research Letters, 40, 9, (1754-1759), (2013).
- Viktor Gouretski, Johann H. Jungclaus and Helmuth Haak, Revisiting the Meteor 1925–1927 hydrographic dataset reveals centennial full‐depth changes in the Atlantic Ocean, Geophysical Research Letters, 40, 10, (2236-2241), (2013).
- R. Somavilla, U. Schauer and G. Budéus, Increasing amount of Arctic Ocean deep waters in the Greenland Sea, Geophysical Research Letters, 40, 16, (4361-4366), (2013).
- J. P. Abraham, M. Baringer, N. L. Bindoff, T. Boyer, L. J. Cheng, J. A. Church, J. L. Conroy, C. M. Domingues, J. T. Fasullo, J. Gilson, G. Goni, S. A. Good, J. M. Gorman, V. Gouretski, M. Ishii, G. C. Johnson, S. Kizu, J. M. Lyman, A. M. Macdonald, W. J. Minkowycz, S. E. Moffitt, M. D. Palmer, A. R. Piola, F. Reseghetti, K. Schuckmann, K. E. Trenberth, I. Velicogna and J. K. Willis, A review of global ocean temperature observations: Implications for ocean heat content estimates and climate change, Reviews of Geophysics, 51, 3, (450-483), (2013).
- John A. Church, Neil J. White, Catia M. Domingues, Didier P. Monselesan and Elaine R. Miles, Sea-Level and Ocean Heat-Content Change, Ocean Circulation and Climate - A 21st Century Perspective, 10.1016/B978-0-12-391851-2.00027-1, (697-725), (2013).
- Sarah G. Purkey and Gregory C. Johnson, Antarctic Bottom Water Warming and Freshening: Contributions to Sea Level Rise, Ocean Freshwater Budgets, and Global Heat Gain, Journal of Climate, 26, 16, (6105)
- , , Ocean Circulation and Climate - A 21st Century Perspective, (553)
- Jérôme Aucan and William Llovel, Deep water trends and variability at the BATS site in the subtropical North Atlantic and consequences on local sea level budget, Deep Sea Research Part II: Topical Studies in Oceanography, 93, (169)
- Bernadette M. Sloyan, Susan E. Wijffels, Bronte Tilbrook, Katsuro Katsumata, Akihiko Murata and Alison M. Macdonald, Deep Ocean Changes near the Western Boundary of the South Pacific Ocean, Journal of Physical Oceanography, 43, 10, (2132)
- S. Levitus, J. I. Antonov, T. P. Boyer, O. K. Baranova, H. E. Garcia, R. A. Locarnini, A. V. Mishonov, J. R. Reagan, D. Seidov, E. S. Yarosh and M. M. Zweng, World ocean heat content and thermosteric sea level change (0–2000 m), 1955–2010, Geophysical Research Letters, 39, 10, (2012).
- Sarah G. Purkey and Gregory C. Johnson, Global Contraction of Antarctic Bottom Water between the 1980s and 2000s*, Journal of Climate, 25, 17, (5830)
- Anny Cazenave and Frédérique Remy, Sea level and climate: measurements and causes of changes, Wiley Interdisciplinary Reviews: Climate Change, 2, 5, (647-662), (2011). 2011 IEEE Symposium on Underwater Technology and Workshop on Scientific Use of Submarine Cables and Related Technologies, (2011).T. Kobayashi, K. Amaike, K. Watanabe, T. Ino, K. Asakawa, T. Suga, T. Kawano and T. Hyakudome110.1109/UT.2011.5774103
- Jian Zhao and Andreas M. Thurnherr, Changes in Bottom Water Physical Properties Above the Mid‐Atlantic Ridge Flank in the Brazil Basin, Journal of Geophysical Research: Oceans, , (2018).




