Reconstruction of annual accumulation rate on firn, synchronising H<sub>2</sub>O<sub>2</sub> concentration data with an estimated temperature record

<p>This work deals with reconstructing firn layer thicknesses at the deposition time from the firn's observed thickness in ice cores, thus reconstructing the annual accumulation, yielding a timescale and an ice-core chronology. We employed a dynamic time warping algorithm to find an optim...

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Main Authors: J. M. Travassos, S. S. Martins, M. Potocki, J. C. Simões
Format: Article
Language:English
Published: Copernicus Publications 2021-07-01
Series:The Cryosphere
Online Access:https://tc.copernicus.org/articles/15/3495/2021/tc-15-3495-2021.pdf
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spelling doaj-0db03e3bf44a4fe4b7acbbf28c836b1f2021-07-27T05:57:10ZengCopernicus PublicationsThe Cryosphere1994-04161994-04242021-07-01153495350510.5194/tc-15-3495-2021Reconstruction of annual accumulation rate on firn, synchronising H<sub>2</sub>O<sub>2</sub> concentration data with an estimated temperature recordJ. M. Travassos0S. S. Martins1M. Potocki2M. Potocki3J. C. Simões4J. C. Simões5Graduate Program in Geophysics, Universidade Federal do Pará (UFPA), Rua Augusto Corrêa n, 01, Belém, Pará, BrazilGraduate Program in Geology, Universidade Federal Rural do Rio de Janeiro (UFRRJ), 465 km 7, Seropédica, BrazilClimate Change Institute, University of Maine, Orono, ME 04469, USASchool of Earth and Climate Sciences, University of Maine, Orono, ME 04469, USACentro Polar e Climático, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, BrazilClimate Change Institute, University of Maine, Orono, ME 04469, USA<p>This work deals with reconstructing firn layer thicknesses at the deposition time from the firn's observed thickness in ice cores, thus reconstructing the annual accumulation, yielding a timescale and an ice-core chronology. We employed a dynamic time warping algorithm to find an optimal, non-linear alignment between an H<span class="inline-formula"><sub>2</sub></span>O<span class="inline-formula"><sub>2</sub></span> concentration data series from 98 m worth of ice cores of a borehole on the central ice divide of the Detroit Plateau, the Antarctic Peninsula, and an estimated local temperature time series. The viability and the physical reliability of the procedure are rooted in the robustness of the seasonal marker H<span class="inline-formula"><sub>2</sub></span>O<span class="inline-formula"><sub>2</sub></span> in a high-accumulation context, which brought the entire borehole to within the operational life span of four Antarctic stations around the Antarctic Peninsula. The process was heavily based on numerical optimisation, producing a mathematically sound match between the two series to estimate the annual layering efficiently on the entire data section at once, being disposition-free. The results herein confirm a high annual accumulation rate of <span class="inline-formula"><i>a</i><sub><i>N</i></sub>=2.8</span> m w.e./yr, which is of the same order of magnitude as and highly correlated with that of the Bruce Plateau and twice as large as that of the Gomez Plateau, <span class="inline-formula">300</span> and <span class="inline-formula">1200</span> <span class="inline-formula">km</span> further south, respectively.</p>https://tc.copernicus.org/articles/15/3495/2021/tc-15-3495-2021.pdf
collection DOAJ
language English
format Article
sources DOAJ
author J. M. Travassos
S. S. Martins
M. Potocki
M. Potocki
J. C. Simões
J. C. Simões
spellingShingle J. M. Travassos
S. S. Martins
M. Potocki
M. Potocki
J. C. Simões
J. C. Simões
Reconstruction of annual accumulation rate on firn, synchronising H<sub>2</sub>O<sub>2</sub> concentration data with an estimated temperature record
The Cryosphere
author_facet J. M. Travassos
S. S. Martins
M. Potocki
M. Potocki
J. C. Simões
J. C. Simões
author_sort J. M. Travassos
title Reconstruction of annual accumulation rate on firn, synchronising H<sub>2</sub>O<sub>2</sub> concentration data with an estimated temperature record
title_short Reconstruction of annual accumulation rate on firn, synchronising H<sub>2</sub>O<sub>2</sub> concentration data with an estimated temperature record
title_full Reconstruction of annual accumulation rate on firn, synchronising H<sub>2</sub>O<sub>2</sub> concentration data with an estimated temperature record
title_fullStr Reconstruction of annual accumulation rate on firn, synchronising H<sub>2</sub>O<sub>2</sub> concentration data with an estimated temperature record
title_full_unstemmed Reconstruction of annual accumulation rate on firn, synchronising H<sub>2</sub>O<sub>2</sub> concentration data with an estimated temperature record
title_sort reconstruction of annual accumulation rate on firn, synchronising h<sub>2</sub>o<sub>2</sub> concentration data with an estimated temperature record
publisher Copernicus Publications
series The Cryosphere
issn 1994-0416
1994-0424
publishDate 2021-07-01
description <p>This work deals with reconstructing firn layer thicknesses at the deposition time from the firn's observed thickness in ice cores, thus reconstructing the annual accumulation, yielding a timescale and an ice-core chronology. We employed a dynamic time warping algorithm to find an optimal, non-linear alignment between an H<span class="inline-formula"><sub>2</sub></span>O<span class="inline-formula"><sub>2</sub></span> concentration data series from 98 m worth of ice cores of a borehole on the central ice divide of the Detroit Plateau, the Antarctic Peninsula, and an estimated local temperature time series. The viability and the physical reliability of the procedure are rooted in the robustness of the seasonal marker H<span class="inline-formula"><sub>2</sub></span>O<span class="inline-formula"><sub>2</sub></span> in a high-accumulation context, which brought the entire borehole to within the operational life span of four Antarctic stations around the Antarctic Peninsula. The process was heavily based on numerical optimisation, producing a mathematically sound match between the two series to estimate the annual layering efficiently on the entire data section at once, being disposition-free. The results herein confirm a high annual accumulation rate of <span class="inline-formula"><i>a</i><sub><i>N</i></sub>=2.8</span> m w.e./yr, which is of the same order of magnitude as and highly correlated with that of the Bruce Plateau and twice as large as that of the Gomez Plateau, <span class="inline-formula">300</span> and <span class="inline-formula">1200</span> <span class="inline-formula">km</span> further south, respectively.</p>
url https://tc.copernicus.org/articles/15/3495/2021/tc-15-3495-2021.pdf
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