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20 th century cooling of the deep ocean contributed to delayed acceleration of Earth's energy imbalance. Nat Commun 2021; 12:4604. [PMID: 34326319 PMCID: PMC8322321 DOI: 10.1038/s41467-021-24472-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 06/11/2021] [Indexed: 12/01/2022] Open
Abstract
The historical evolution of Earth’s energy imbalance can be quantified by changes in the global ocean heat content. However, historical reconstructions of ocean heat content often neglect a large volume of the deep ocean, due to sparse observations of ocean temperatures below 2000 m. Here, we provide a global reconstruction of historical changes in full-depth ocean heat content based on interpolated subsurface temperature data using an autoregressive artificial neural network, providing estimates of total ocean warming for the period 1946-2019. We find that cooling of the deep ocean and a small heat gain in the upper ocean led to no robust trend in global ocean heat content from 1960-1990, implying a roughly balanced Earth energy budget within −0.16 to 0.06 W m−2 over most of the latter half of the 20th century. However, the past three decades have seen a rapid acceleration in ocean warming, with the entire ocean warming from top to bottom at a rate of 0.63 ± 0.13 W m−2. These results suggest a delayed onset of a positive Earth energy imbalance relative to previous estimates, although large uncertainties remain. Cooling of the global ocean below 2000 m counteracted some of the warming of the shallow ocean over much of the late 20th century. Here the authors show that this trend has shifted to warming, leading the deep ocean to absorb a meaningful fraction of total ocean heat during the 21st century.
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Assessment of the Combined Sensitivity of Nadir TIR Satellite Observations to Volcanic SO2 and Sulphate Aerosols after a Moderate Stratospheric Eruption. GEOSCIENCES 2017. [DOI: 10.3390/geosciences7030084] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Bingen C, Fussen D, Vanhellemont F. A global climatology of stratospheric aerosol size distribution parameters derived from SAGE II data over the period 1984-2000: 2. Reference data. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2003jd003511] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | - Didier Fussen
- Belgian Institute for Space Aeronomy; Brussels Belgium
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Bingen C, Fussen D, Vanhellemont F. A global climatology of stratospheric aerosol size distribution parameters derived from SAGE II data over the period 1984-2000: 1. Methodology and climatological observations. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2003jd003518] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | - Didier Fussen
- Belgian Institute for Space Aeronomy; Brussels Belgium
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Bauman JJ, Russell PB, Geller MA, Hamill P. A stratospheric aerosol climatology from SAGE II and CLAES measurements: 2. Results and comparisons, 1984-1999. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2002jd002993] [Citation(s) in RCA: 62] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- J. J. Bauman
- NASA Ames Research Center; Moffett Field California USA
| | - P. B. Russell
- NASA Ames Research Center; Moffett Field California USA
| | - M. A. Geller
- State University of New York; Stony Brook New York USA
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Bauman JJ, Russell PB, Geller MA, Hamill P. A stratospheric aerosol climatology from SAGE II and CLAES measurements: 1. Methodology. ACTA ACUST UNITED AC 2003. [DOI: 10.1029/2002jd002992] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- J. J. Bauman
- NASA Ames Research Center; Moffett Field California USA
| | - P. B. Russell
- NASA Ames Research Center; Moffett Field California USA
| | - M. A. Geller
- State University of New York; Stony Brook New York USA
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Steele HM, Eldering A, Sen B, Toon GC, Mills FP, Kahn BH. Retrieval of stratospheric aerosol size and composition information from solar infrared transmission spectra. APPLIED OPTICS 2003; 42:2140-2154. [PMID: 12716156 DOI: 10.1364/ao.42.002140] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Infrared transmission spectra were recorded by the Jet Propulsion Laboratory MkIV interferometer during flights aboard the NASA DC-8 aircraft as part of the Airborne Arctic Stratospheric Expedition II (AASE II) mission in the early months of 1992. In our research, we infer the properties of the stratospheric aerosols from these spectra. The instrument employs two different detectors, a HgCdTe photoconductor for 650-1850 cm(-1) and an InSb photodiode for 1850-5650 cm(-1), to simultaneously record the solar intensity throughout the mid-infrared. These spectra have been used to retrieve the concentrations of a large number of gases, including chlorofluorocarbons, NOy species, O3, and ozone-depleting gases. We demonstrate how the residual continua spectra, obtained after accounting for the absorbing gases, can be used to obtain information about the stratospheric aerosols. Infrared extinction spectra are calculated for a range of modeled aerosol size distributions and compositions with Mie theory and fitted to the measured residual spectra. By varying the size distribution parameters and sulfate weight percent, we obtain the microphysical properties of the aerosols that best fit the observations. The effective radius of the aerosols is found to be between 0.4 and 0.6 microm, consistent with that derived from a large number of instruments in this post-Pinatubo period. We demonstrate how different parts of the spectral range can be used to constrain the range of possible values of this size parameter and show how the broad spectral bandpass of the MkIV instrument presents a great advantage for retrieval ofboth aerosol size a nd composition over instruments with a more limited spectral range. The aerosol composition that provides the best fit to the measured spectra is a 70-75% sulfuric acid solution, in good agreement with that obtained from thermodynamic considerations.
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Affiliation(s)
- Helen M Steele
- Department of Atmospheric Sciences, University of California, Los Angeles, Los Angeles, California 90095, USA.
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Grainger RG, Highwood EJ. Changes in stratospheric composition, chemistry, radiation and climate caused by volcanic eruptions. ACTA ACUST UNITED AC 2003. [DOI: 10.1144/gsl.sp.2003.213.01.20] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
AbstractThe primary effect of a volcanic eruption is to alter the composition of the stratosphere by the direct injection of ash and gases. On average, there is a stratospherically significant volcanic eruption about every 5.5 years. The principal effect of such an eruption is the enhancement of stratospheric sulphuric acid aerosol through the oxidation and condensation of the oxidation product H2SO4. Following the formation of the enhanced aerosol layer, observations have shown a reduction in the amount of direct radiation reaching the ground and a concomitant increase in diffuse radiation. This is associated with an increase in stratospheric temperature and a decrease in global mean surface temperature (although the spatial pattern of temperature changes is complex). In addition, the enhanced aerosol layer increases heterogeneous processing, and this reduces the levels of active nitrogen in the lower stratosphere. This in turn gives rise to either a decrease or an increase in stratospheric ozone levels, depending on the level of chlorine loading.
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Affiliation(s)
- R. G. Grainger
- Atmospheric, Oceanic & Planetary Physics, Clarendon Laboratory
Parks Road, Oxford OX1 3PU, UK
| | - E. J. Highwood
- Department of Meteorology, University of Reading
Reading RG6 6BB, UK
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Berthet G, Renard JB, Brogniez C, Robert C, Chartier M, Pirre M. Optical and physical properties of stratospheric aerosols from balloon measurements in the visible and near-infrared domains. 1. Analysis of aerosol extinction spectra from the AMON and SALOMON balloonborne spectrometers. APPLIED OPTICS 2002; 41:7522-7539. [PMID: 12510916 DOI: 10.1364/ao.41.007522] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Aerosol extinction coefficients have been derived in the 375-700-nm spectral domain from measurement in the stratosphere since 1992, at night, at mid- and high latitudes from 15 to 40 km, by two balloonborne spectrometers, Absorption par les Minoritaires Ozone et NO(chi) (AMON) and Spectroscopie d'Absorption Lunaire pour l'Observation des Minoritaires Ozone et NO(chi) (SALOMON). Log-normal size distributions associated with the Mie-computed extinction spectra that best fit the measurements permit calculation of integrated properties of the distributions. Although measured extinction spectra that correspond to background aerosols can be reproduced by the Mie scattering model by use of monomodal log-normal size distributions, each flight reveals some large discrepancies between measurement and theory at several altitudes. The agreement between measured and Mie-calculated extinction spectra is significantly improved by use of bimodal log-normal distributions. Nevertheless, neither monomodal nor bimodal distributions permit correct reproduction of some of the measured extinction shapes, especially for the 26 February 1997 AMON flight, which exhibited spectral behavior attributed to particles from a polar stratospheric cloud event.
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Affiliation(s)
- Gwenaël Berthet
- Laboratoire de Physique et Chimie de l'Environnement/Centre National de la Recherche Scientifique, 3A Avenue de la Recherche Scientifique, F-45071 Orleans 2, France
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Irion FW, Gunson MR, Toon GC, Chang AY, Eldering A, Mahieu E, Manney GL, Michelsen HA, Moyer EJ, Newchurch MJ, Osterman GB, Rinsland CP, Salawitch RJ, Sen B, Yung YL, Zander R. Atmospheric Trace Molecule Spectroscopy (ATMOS) Experiment Version 3 data retrievals. APPLIED OPTICS 2002; 41:6968-6979. [PMID: 12463241 DOI: 10.1364/ao.41.006968] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Version 3 of the Atmospheric Trace Molecule Spectroscopy (ATMOS) experiment data set for some 30 trace and minor gas profiles is available. From the IR solar-absorption spectra measured during four Space Shuttle missions (in 1985, 1992, 1993, and 1994), profiles from more than 350 occultations were retrieved from the upper troposphere to the lower mesosphere. Previous results were unreliable for tropospheric retrievals, but with a new global-fitting algorithm profiles are reliably returned down to altitudes as low as 6.5 km (clouds permitting) and include notably improved retrievals of H2O, CO, and other species. Results for stratospheric water are more consistent across the ATMOS spectral filters and do not indicate a net consumption of H2 in the upper stratosphere. A new sulfuric-acid aerosol product is described. An overview of ATMOS Version 3 processing is presented with a discussion of estimated uncertainties. Differences between these Version 3 and previously reported Version 2 ATMOS results are discussed. Retrievals are available at http://atmos.jpl.nasa.gov/atmos.
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Affiliation(s)
- Fredrick W Irion
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California 91109, USA.
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Liu X. Effect of Mount Pinatubo H2SO4/H2O aerosol on ice nucleation in the upper troposphere using a global chemistry and transport model. ACTA ACUST UNITED AC 2002. [DOI: 10.1029/2001jd000455] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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12
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Eldering A, Irion FW, Chang AY, Gunson MR, Mills FP, Steele HM. Vertical profiles of aerosol volume from high-spectral-resolution infrared transmission measurements. I. Methodology. APPLIED OPTICS 2001; 40:3082-3091. [PMID: 18357329 DOI: 10.1364/ao.40.003082] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
The wavelength-dependent aerosol extinction in the 800-1250-cm(-1) region has been derived from ATMOS (atmospheric trace molecule spectroscopy) high-spectral-resolution IR transmission measurements. Using models of aerosol and cloud extinction, we have performed weighted nonlinear least-squares fitting to determine the aerosol-volume columns and vertical profiles of stratospheric sulfate aerosol and cirrus cloud volume. Modeled extinction by use of cold-temperature aerosol optical constants for a 70-80% sulfuric-acid-water solution shows good agreement with the measurements, and the derived aerosol volumes for a 1992 occultation are consistent with data from other experiments after the eruption of Mt. Pinatubo. The retrieved sulfuric acid aerosol-volume profiles are insensitive to the aerosol-size distribution and somewhat sensitive to the set of optical constants used. Data from the nonspherical cirrus extinction model agree well with a 1994 mid-latitude measurement indicating the presence of cirrus clouds at the tropopause.
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Heathfield AE, Newnham DA, Ballard J, Grainger RG, Lambert A. Infrared and visible fourier-transform spectra of sulfuric-acid-water aerosols at 230 and 294 K. APPLIED OPTICS 1999; 38:6408-6420. [PMID: 18324171 DOI: 10.1364/ao.38.006408] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
The extinction spectra of aqueous sulfuric acid aerosols fully covering the mid-IR to visible regions from 750 to 23,000 cm(-1) (13.9-0.4 microm) have been measured in the laboratory with a Fourier-transform spectrometer. Both large and small aerosol particles with compositions of approximately 60-70-wt. % H(2)SO(4) were generated and their spectra recorded at 230 and 294 K. The spectra were fitted to a model incorporating room-temperature refractive-index data [Appl. Opt. 14, 208 (1975)] and Mie theory calculations to characterize the composition and size distributions of the aerosol samples.
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Affiliation(s)
- A E Heathfield
- Space Science Department, Rutherford Appleton Laboratory, Chilton, Didcot, Oxfordshire OX11 OQX, UK
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Merchant CJ, Harris AR. Toward the elimination of bias in satellite retrievals of sea surface temperature: 2. Comparison with in situ measurements. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jc900106] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Steele HM, Lumpe JD, Turco RP, Bevilacqua RM, Massie ST. Retrieval of aerosol surface area and volume densities from extinction measurements: Application to POAM II and SAGE II. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900032] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Danilin MY, Rodriguez JM, Hu W, Ko MKW, Weisenstein DK, Kumer JB, Mergenthaler JL, Russell JM, Koike M, Yue GK, Jones NB, Johnston PV. Nitrogen species in the post-Pinatubo stratosphere: Model analysis utilizing UARS measurements. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1999jd900024] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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17
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Rogers HL, Norton WA, Lambert A, Grainger RG. Isentropic, diabatic, and sedimentary transport of Mount Pinatubo aerosol. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1998jd200018] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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18
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Legrand M, Wagenbach D. Impact of the Cerro Hudson and Pinatubo volcanic eruptions on the Antarctic air and snow chemistry. ACTA ACUST UNITED AC 1999. [DOI: 10.1029/1998jd100032] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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19
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Echle G, von Clarmann T, Oelhaf H. Optical and microphysical parameters of the Mt. Pinatubo aerosol as determined from MIPAS-B mid-IR limb emission spectra. ACTA ACUST UNITED AC 1998. [DOI: 10.1029/98jd01363] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Stenchikov GL, Kirchner I, Robock A, Graf HF, Antuña JC, Grainger RG, Lambert A, Thomason L. Radiative forcing from the 1991 Mount Pinatubo volcanic eruption. ACTA ACUST UNITED AC 1998. [DOI: 10.1029/98jd00693] [Citation(s) in RCA: 293] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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