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Heat stored in the Earth system: where does the energy go?

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von Schuckmann, Karina, Cheng, Lijing, Palmer, Matthew D., Hansen, James, Tassone, Caterina, Aich, Valentin, Adusumilli, Susheel, Beltrami, Hugo, Boyer, Tim, Cuesta-Valero, Francisco José, Desbruyères, Damien, Domingues, Catia, García-García, Almudena, Gentine, Pierre, Gilson, John, Gorfer, Maximilian, Haimberger, Leopold, Ishii, Masayoshi, Johnson, Gregory C., Killick, Rachel, King, Brian A., Kirchengast, Gottfried, Kolodziejczyk, Nicolas, Lyman, John, Marzeion, Ben, Mayer, Michael, Monier, Maeva, Monselesan, Didier Paolo, Purkey, Sarah, Roemmich, Dean, Schweiger, Axel, Seneviratne, Sonia I., Shepherd, Andrew, Slater, Donald A., Steiner, Andrea K., Straneo, Fiammetta, Timmermans, Mary-Louise, Wijffels, Susan E.·2020·Earth System Science Data

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Abstract

Abstract. Human-induced atmospheric composition changes cause a radiative imbalance at the top of the atmosphere which is driving global warming. This Earth energy imbalance (EEI) is the most critical number defining the prospects for continued global warming and climate change. Understanding the heat gain of the Earth system – and particularly how much and where the heat is distributed – is fundamental to understanding how this affects warming ocean, atmosphere and land; rising surface temperature; sea level; and loss of grounded and floating ice, which are fundamental concerns for society. This study is a Global Climate Observing System (GCOS) concerted international effort to update the Earth heat inventory and presents an updated assessment of ocean warming estimates as well as new and updated estimates of heat gain in the atmosphere, cryosphere and land over the period 1960–2018. The study obtains a consistent long-term Earth system heat gain over the period 1971–2018, with a total heat gain of 358±37 ZJ, which is equivalent to a global heating rate of 0.47±0.1 W m−2. Over the period 1971–2018 (2010–2018), the majority of heat gain is reported for the global ocean with 89 % (90 %), with 52 % for both periods in the upper 700 m depth, 28 % (30 %) for the 700–2000 m depth layer and 9 % (8 %) below 2000 m depth. Heat gain over land amounts to 6 % (5 %) over these periods, 4 % (3 %) is available for the melting of grounded and floating ice, and 1 % (2 %) is available for atmospheric warming. Our results also show that EEI is not only continuing, but also increasing: the EEI amounts to 0.87±0.12 W m−2 during 2010–2018. Stabilization of climate, the goal of the universally agreed United Nations Framework Convention on Climate Change (UNFCCC) in 1992 and the Paris Agreement in 2015, requires that EEI be reduced to approximately zero to achieve Earth's system quasi-equilibrium. The amount of CO2 in the atmosphere would need to be reduced from 410 to 353 ppm to increase heat radiation to space by 0.87 W m−2, bringing Earth back towards energy balance. This simple number, EEI, is the most fundamental metric that the scientific community and public must be aware of as the measure of how well the world is doing in the task of bringing climate change under control, and we call for an implementation of the EEI into the global stocktake based on best available science. Continued quantification and reduced uncertainties in the Earth heat inventory can be best achieved through the maintenance of the current global climate observing system, its extension into areas of gaps in the sampling, and the establishment of an international framework for concerted multidisciplinary research of the Earth heat inventory as presented in this study. This Earth heat inventory is published at the German Climate Computing Centre (DKRZ, https://www.dkrz.de/, last access: 7 August 2020) under the DOI https://doi.org/10.26050/WDCC/GCOS_EHI_EXP_v2 (von Schuckmann et al., 2020).

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  1. Allison, L. C., Roberts, C. D., Palmer, M. D., Hermanson, L., Killick, R. E., Rayner, N. A., Smith, D. M., and Andrews, M. B.: Towards quantifying uncertainty in ocean heat content changes using synthetic profiles, Environ. Res. Lett., 14, 084037, 10.1088/1748-9326/ab2b0b, 2019. · doi:10.1088/1748-9326/ab2b0b
  2. Angerer, B., Ladstädter, F., Scherllin-Pirscher, B., Schwärz, M., Steiner, A. K., Foelsche, U., and Kirchengast, G.: Quality aspects of the Wegener Center multi-satellite GPS radio occultation record OPSv5.6, Atmos. Meas. Tech., 10, 4845–4863, 10.5194/amt-10-4845-2017, 2017. · doi:10.5194/amt-10-4845-2017
  3. Barkaoui, A. E., Correia, A., Zarhloule, Y., Rimi, A., Carneiro, J., Boughriba, M., and Verdoya, M.: Reconstruction of remote climate change from borehole temperature measurement in the eastern part of Morocco, Climatic Change, 118, 431–441, 10.1007/s10584-012-0638-7, 2013. · doi:10.1007/s10584-012-0638-7
  4. Beck, A. E.: Climatically perturbed temperature gradients and their effect on regional and continental heat-flow means, Tectonophysics, 41, 17–39, 10.1016/0040-1951(77)90178-0, 1977. · doi:10.1016/0040-1951(77)90178-0
  5. Beltrami, H.: Surface heat flux histories from inversion of geothermal data: Energy balance at the Earth's surface, J. Geophys. Res.-Sol. Ea., 106, 21979–21993, 10.1029/2000JB000065, 2001. · doi:10.1029/2000jb000065
  6. Beltrami, H.: Earth's Long-Term Memory, Science, 297, 206–207, 10.1126/science.1074027, 2002a. · doi:10.1126/science.1074027
  7. Beltrami, H.: Climate from borehole data: Energy fluxes and temperatures since 1500, Geophys. Res. Lett., 29, 26-1–26-4, 10.1029/2002GL015702, 2002b. · doi:10.1029/2002gl015702
  8. Beltrami, H. and Bourlon, E.: Ground warming patterns in the Northern Hemisphere during the last five centuries, Earth Planet. Sc. Lett., 227, 169–177, 10.1016/j.epsl.2004.09.014, 2004. · doi:10.1016/j.epsl.2004.09.014
  9. Beltrami, H., Bourlon, E., Kellman, L., and González-Rouco, J. F.: Spatial patterns of ground heat gain in the Northern Hemisphere, Geophys. Res. Lett., 33, L06717, 10.1029/2006GL025676, 2006. · doi:10.1029/2006gl025676
  10. Beltrami, H., Matharoo, G. S., Smerdon, J. E., Illanes, L., and Tarasov, L.: Impacts of the Last Glacial Cycle on ground surface temperature reconstructions over the last millennium, Geophys. Res. Lett., 44, 355–364, 10.1002/2016GL071317, 2017. · doi:10.1002/2016gl071317
  11. Beltrami, H., Smerdon, J. E., Pollack, H. N., and Huang, S.: Continental heat gain in the global climate system, Geophys. Res. Lett., 29, 8-1–8-3, 10.1029/2001GL014310, 2002. · doi:10.1029/2001gl014310
  12. Bense, V. F. and Kooi, H.: Temporal and spatial variations of shallow subsurface temperature as a record of lateral variations in groundwater flow, J. Geophys. Res.-Sol. Ea., 109, B04103, 10.1029/2003JB002782, 2004. · doi:10.1029/2003jb002782
  13. Bindoff, N. L., Cheung, W. W. L., and Kairo, J. G.: Changing Oean, Marine Ecosystems, and Dependent Communities, in: Special Report: The Ocean and Cryosphere in a Changing Climate Summary for Policymakers, edited by: Pörtner, H. O., Roberts, D. C., Masson-Delmotte, V., Zhai, P., Tignor, M., Poloczanska, E., Mintenbeck, K., Alegría, A., Nicolai, M., Okem, A., Petzold, J., Rama, B., and Weyer, N. M., 447–587, available at: https://www.ipcc.ch/report/srocc/ (last access: 7 August 2020), in press, 2020.
  14. Cermak, V.: Underground temperature and inferred climatic temperature of the past millenium, Palaeogeogr. Palaeocl., 10, 1–19, 10.1016/0031-0182(71)90043-5, 1971. · doi:10.1016/0031-0182(71)90043-5
  15. Cheng, L., Trenberth, K. E., Palmer, M. D., Zhu, J., and Abraham, J. P.: Observed and simulated full-depth ocean heat-content changes for 1970–2005, Ocean Sci., 12, 925–935, 10.5194/os-12-925-2016, 2016. · doi:10.5194/os-12-925-2016
  16. Cheng, L., Trenberth, K., Fasullo, J., Boyer, T., Abraham, J., von Schuckmann, K., and Zhou, J.: Taking the Pulse of the Planet, Eos Trans. AGU, 98, 10.1029/2017EO081839, 2017a. · doi:10.1029/2017eo081839
  17. Chiodo, G. and Haimberger, L.: Interannual changes in mass consistent energy budgets from ERA-Interim and satellite data, J. Geophys. Res.-Atmos., 115, D02112, 10.1029/2009JD012049, 2010. · doi:10.1029/2009jd012049
  18. Chouinard, C. and Mareschal, J.-C.: Selection of borehole temperature depth profiles for regional climate reconstructions, Clim. Past, 3, 297–313, 10.5194/cp-3-297-2007, 2007. · doi:10.5194/cp-3-297-2007
  19. Chouinard, C. and Mareschal, J.-C.: Ground surface temperature history in southern Canada: Temperatures at the base of the Laurentide ice sheet and during the Holocene, Earth Planet. Sc. Lett., 277, 280–289, 10.1016/j.epsl.2008.10.026, 2009. · doi:10.1016/j.epsl.2008.10.026
  20. Cuesta-Valero, F. J., García-García, A., Beltrami, H., González-Rouco, J. F., and García-Bustamante, E.: Long-Term Global Ground Heat Flux and Continental Heat Storage from Geothermal Data, Clim. Past Discuss., 10.5194/cp-2020-65, in review, 2020. · doi:10.5194/cp-2020-65
  21. Davis, M. G., Harris, R. N., and Chapman, D. S.: Repeat temperature measurements in boreholes from northwestern Utah link ground and air temperature changes at the decadal time scale, J. Geophys. Res.-Sol. Ea., 115, B05203, 10.1029/2009JB006875, 2010. · doi:10.1029/2009jb006875
  22. Demezhko, D. Y. and Gornostaeva, A. A.: Late Pleistocene–Holocene ground surface heat flux changes reconstructed from borehole temperature data (the Urals, Russia), Clim. Past, 11, 647–652, 10.5194/cp-11-647-2015, 2015. · doi:10.5194/cp-11-647-2015
  23. EOPAC Team: GNSS Radio Occultation Record (OPS 5.6 2001–2018), University of Graz, Austria, 10.25364/WEGC/OPS5.6:2019.1, 2019. · doi:10.25364/wegc/ops5.6:2019.1
  24. Gaillard, F., Reynaud, T., Thierry, V., Kolodziejczyk, N., and von Schuckmann, K.: In Situ–Based Reanalysis of the Global Ocean Temperature and Salinity with ISAS: Variability of the Heat Content and Steric Height, J. Climate, 29, 1305–1323, 10.1175/JCLI-D-15-0028.1, 2016. · doi:10.1175/jcli-d-15-0028.1
  25. GCOS: The Global Observing System for Climate: Implementation needs, World Meteorological Organization, Geneva, Switzerland, 10.13140/RG.2.2.23178.26566, 2016. · doi:10.13140/rg.2.2.23178.26566
  26. Gouretski, V. and Cheng, L.: Correction for Systematic Errors in the Global Dataset of Temperature Profiles from Mechanical Bathythermographs, J. Atmos. Ocean. Tech., 37, 841–855, 10.1175/JTECH-D-19-0205.1, 2020. · doi:10.1175/jtech-d-19-0205.1
  27. Harris, R. N., and Chapman, D. S.: Mid-latitude (30∘–60∘ N) climatic warming inferred by combining borehole temperatures with surface air temperatures, Geophys. Res. Lett., 28, 747–750, 10.1029/2000GL012348, 2001. · doi:10.1029/2000gl012348
  28. Hartmann, A. and Rath, V.: Uncertainties and shortcomings of ground surface temperature histories derived from inversion of temperature logs, J. Geophys. Eng., 2, 299–311, 10.1088/1742-2132/2/4/S02, 2005. · doi:10.1088/1742-2132/2/4/s02
  29. Huang, S.: 1851–2004 annual heat budget of the continental landmasses, Geophys. Res. Lett., 33, L04707, 10.1029/2005GL025300, 2006. · doi:10.1029/2005gl025300
  30. IPCC: IPCC Special Report on the Ocean and Cryosphere in a Changing Climate, edited by: Portner, H.-O., Roberts, D. C., Masson-Delmotte, V., Zhai, P., Tignor, M., Poloczanska, E., Mintenbeck, K., Alegriìa, A., Nicolai, M., Okem, A., Petzold, J., Rama, B., and Weyer, N. M., in press, 2020.
  31. Jacobs, S. S., Giulivi, C. F., and Mele, P. A.: Freshening of the Ross Sea During the Late 20th Century, Science, 297, 386–389, 10.1126/science.1069574, 2002. · doi:10.1126/science.1069574
  32. King, B. A., Firing, E., and Joyce, T.: Chapter 3.1 Shipboard observations during WOCE, Int. Geophys., 77, 99–122, 10.1016/S0074-6142(01)80114-5, 2001. · doi:10.1016/s0074-6142(01)80114-5
  33. King, M. D., Howat, I. M., Jeong, S., Noh, M. J., Wouters, B., Noël, B., and van den Broeke, M. R.: Seasonal to decadal variability in ice discharge from the Greenland Ice Sheet, The Cryosphere, 12, 3813–3825, 10.5194/tc-12-3813-2018, 2018. · doi:10.5194/tc-12-3813-2018
  34. Lane, A. C.: Geotherms of Lake Superior Copper Country, GSA Bulletin, 34, 703–720, 10.1130/GSAB-34-703, 1923. · doi:10.1130/gsab-34-703
  35. Ligtenberg, S. R. M., Kuipers Munneke, P., Noël, B. P. Y., and van den Broeke, M. R.: Brief communication: Improved simulation of the present-day Greenland firn layer (1960–2016), The Cryosphere, 12, 1643–1649, 10.5194/tc-12-1643-2018, 2018. · doi:10.5194/tc-12-1643-2018
  36. MacDougall, A. H., Beltrami, H., González-Rouco, J. F., Stevens, M. B., and Bourlon, E.: Comparison of observed and general circulation model derived continental subsurface heat flux in the Northern Hemisphere, J. Geophys. Res.-Atmos., 115, D12109, 10.1029/2009JD013170, 2010. · doi:10.1029/2009jd013170
  37. MacDougall, A. H., González-Rouco, J. F., Stevens, M. B., and Beltrami, H.: Quantification of subsurface heat storage in a GCM simulation, Geophys. Res. Lett., 35, L13702, 10.1029/2008GL034639, 2008. · doi:10.1029/2008gl034639
  38. Mankoff, K. D., Colgan, W., Solgaard, A., Karlsson, N. B., Ahlstrøm, A. P., van As, D., Box, J. E., Khan, S. A., Kjeldsen, K. K., Mouginot, J., and Fausto, R. S.: Greenland Ice Sheet solid ice discharge from 1986 through 2017, Earth Syst. Sci. Data, 11, 769–786, 10.5194/essd-11-769-2019, 2019. · doi:10.5194/essd-11-769-2019
  39. Marzeion, B., Leclercq, P. W., Cogley, J. G., and Jarosch, A. H.: Brief Communication: Global reconstructions of glacier mass change during the 20th century are consistent, The Cryosphere, 9, 2399–2404, 10.5194/tc-9-2399-2015, 2015. · doi:10.5194/tc-9-2399-2015
  40. Mayer, M., Trenberth, K. E., Haimberger, L., and Fasullo, J. T.: The Response of Tropical Atmospheric Energy Budgets to ENSO, J. Climate, 26, 4710–4724, 10.1175/JCLI-D-12-00681.1, 2013. · doi:10.1175/jcli-d-12-00681.1
  41. Mayer, M., Haimberger, L., Edwards, J. M., and Hyder, P.: Toward Consistent Diagnostics of the Coupled Atmosphere and Ocean Energy Budgets, J. Climate, 30, 9225–9246, 10.1175/JCLI-D-17-0137.1, 2017. · doi:10.1175/jcli-d-17-0137.1
  42. Mears, C. A. and Wentz, F. J.: A Satellite-Derived Lower-Tropospheric Atmospheric Temperature Dataset Using an Optimized Adjustment for Diurnal Effects, J. Climate, 30, 7695–7718, 10.1175/JCLI-D-16-0768.1, 2017. · doi:10.1175/jcli-d-16-0768.1
  43. Noël, B., van de Berg, W. J., van Wessem, J. M., van Meijgaard, E., van As, D., Lenaerts, J. T. M., Lhermitte, S., Kuipers Munneke, P., Smeets, C. J. P. P., van Ulft, L. H., van de Wal, R. S. W., and van den Broeke, M. R.: Modelling the climate and surface mass balance of polar ice sheets using RACMO2 – Part 1: Greenland (1958–2016), The Cryosphere, 12, 811–831, 10.5194/tc-12-811-2018, 2018. · doi:10.5194/tc-12-811-2018
  44. Peixoto, J. P. and Oort, A. H.: Physics of climate, New York, NY (United States), American Institute of Physics, available at: https://www.osti.gov/servlets/purl/7287064 (last access: 7 August 2020), 1992.
  45. Pollack, H. N. and Smerdon, J. E.: Borehole climate reconstructions: Spatial structure and hemispheric averages, J. Geophys. Res.-Atmos., 109, D11106, 10.1029/2003JD004163, 2004. · doi:10.1029/2003jd004163
  46. Rhein, M., Steinfeldt, R., Huhn, O., Sültenfuß, J., and Breckenfelder, T.: Greenland Submarine Melt Water Observed in the Labrador and Irminger Sea, Geophys. Res. Lett., 45, 510–570, 10.1029/2018GL079110, 2018. · doi:10.1029/2018gl079110
  47. Roy, S., Harris, R. N., Rao, R. U. M., and Chapman, D. S.: Climate change in India inferred from geothermal observations, J. Geophys. Res.-Earth, 107, ETG 5-1–ETG 5-16, 10.1029/2001JB000536, 2002. · doi:10.1029/2001jb000536
  48. Shepherd, A., Fricker, H. A., and Farrell, S. L.: Trends and connections across the Antarctic cryosphere, Nature, 558, 223–232, 10.1038/s41586-018-0171-6, 2018a. · doi:10.1038/s41586-018-0171-6
  49. Smerdon, J. E. and Stieglitz, M.: Simulating heat transport of harmonic temperature signals in the Earth's shallow subsurface: Lower-boundary sensitivities, Geophys. Res. Lett., 33, L14402, 10.1029/2006GL026816, 2006. · doi:10.1029/2006gl026816
  50. Stevens, M. B., González-Rouco, J. F., and Beltrami, H.: North American climate of the last millennium: Underground temperatures and model comparison, J. Geophys. Res.-Earth, 113, F01008, 10.1029/2006JF000705, 2008. · doi:10.1029/2006jf000705
  51. Stieglitz, M. and Smerdon, J. E.: Characterizing Land–Atmosphere Coupling and the Implications for Subsurface Thermodynamics, J. Climate, 20, 21–37, 10.1175/JCLI3982.1, 2007. · doi:10.1175/jcli3982.1
  52. Straneo, F., Adusumilli, S., Slater, D., Timmermanns, M., Marzeion, B., and Schweiger, A.: Inventory of Earth's ice loss and associated energy uptake from 1979 to 2017, Geophys. Res. Lett., in review, 2020.
  53. Suman, A., Dyer, F., and White, D.: Late Holocene temperature variability in Tasmania inferred from borehole temperature data, Clim. Past, 13, 559–572, 10.5194/cp-13-559-2017, 2017. · doi:10.5194/cp-13-559-2017
  54. Trenberth, K. E. and Fasullo, J. T.: Applications of an Updated Atmospheric Energetics Formulation, J. Climate, 31, 6263–6279, 10.1175/JCLI-D-17-0838.1, 2018. · doi:10.1175/jcli-d-17-0838.1
  55. Vasseur, G., Bernard, P., Van de Meulebrouck, J., Kast, Y., and Jolivet, J.: Holocene paleotemperatures deduced from geothermal measurements, Palaeogeogr. Palaeocl., 43, 237–259, 10.1016/0031-0182(83)90013-5, 1983. · doi:10.1016/0031-0182(83)90013-5
  56. Verdoya, M., Chiozzi, P., and Pasquale, V.: Thermal log analysis for recognition of ground surface temperature change and water movements, Clim. Past, 3, 315–324, 10.5194/cp-3-315-2007, 2007. · doi:10.5194/cp-3-315-2007
  57. von Schuckmann, K., Cheng, L., Palmer, M. D., Hansen, J., Tassone, C., Aich, V., Adusumilli, S., Beltrami, H., Boyer, T., Cuesta-Valero, F. J., Desbruyères, D., Domingues, C., García-García, A., Gentine, P., Gilson, J., Gorfer, M., Haimberger, L., Ishii, M., Johnson, G. C., Killick, R., King, B. A., Kirchengast, G., Kolodziejczyk, N., Lyman, J., Marzeion, B., Mayer, M., Monier, M., Monselesan, D. P., Purkey, S., Roemmich, D., Schweiger, A., Seneviratne, S. I., Shepherd, A., Slater, D. A., Steiner, A. K., Straneo, F., Timmermanns, M.-L., and Wijffels, S. E.: Heat stored in the Earth system: Where does the energy go? Version 2, World Data Center for Climate (WDCC) at DKRZ, 10.26050/WDCC/GCOS_EHI_EXP_v2, 2020. · doi:10.26050/wdcc/gcos_ehi_exp_v2
  58. Wang, X., Key, J., Kwok, R., and Zhang, J.: Comparison of Arctic Sea Ice Thickness from Satellites, Aircraft, and PIOMAS Data, Remote Sensing, 8, 1–17, 10.3390/rs8090713, 2016. · doi:10.3390/rs8090713
  59. Wijffels, S., Roemmich, D., Monselesan, D., Church, J., and Gilson, J.: Ocean temperatures chronicle the ongoing warming of Earth, Nat. Clim. Change, 6, 116–118, 10.1038/nclimate2924, 2016. · doi:10.1038/nclimate2924
  60. Wilson, N., Straneo, F., and Heimbach, P.: Satellite-derived submarine melt rates and mass balance (2011–2015) for Greenland's largest remaining ice tongues, The Cryosphere, 11, 2773–2782, 10.5194/tc-11-2773-2017, 2017. · doi:10.5194/tc-11-2773-2017

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Metadata

Authors
von Schuckmann, K., Cheng, L., Palmer, M. D., Hansen, J., Tassone, C., Aich, V., Adusumilli, S., Beltrami, H., Boyer, T., Cuesta-Valero, F. J., Desbruyères, D., Domingues, C., García-García, A., Gentine, P., Gilson, J., Gorfer, M., Haimberger, L., Ishii, M., Johnson, G. C., Killick, R., King, B. A., Kirchengast, G., Kolodziejczyk, N., Lyman, J., Marzeion, B., Mayer, M., Monier, M., Monselesan, D. P., Purkey, S., Roemmich, D., Schweiger, A., Seneviratne, S. I., Shepherd, A., Slater, D. A., Steiner, A. K., Straneo, F., Timmermans, M.-L., & Wijffels, S. E.
Venue
Earth System Science Data
Published
2020-09-07
Volume
12
Issue
3
Pages
2013-2041
ISSN
  • 1866-3508 (ISSN-L)
  • 1866-3516
OpenAlex
W3083704968
Cited by
382
References
168
FWCI
23.46
Type
journal article
Language
en
Open access
gold

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von Schuckmann, K., Cheng, L., Palmer, M. D., Hansen, J., Tassone, C., Aich, V., Adusumilli, S., Beltrami, H., Boyer, T., Cuesta-Valero, F. J., Desbruyères, D., Domingues, C., García-García, A., Gentine, P., Gilson, J., Gorfer, M., Haimberger, L., Ishii, M., Johnson, G. C., . . . Wijffels, S. E. (2020). Heat stored in the Earth system: where does the energy go? Earth System Science Data. https://doi.org/10.5194/essd-12-2013-2020

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