Geochemical zones and environmental gradients for soils from the central Transantarctic Mountains, Antarctica
Previous studies have established links between biodiversity and soil geochemistry in the McMurdo Dry Valleys, Antarctica, where environmental gradients are important determinants of soil biodiversity. However, these gradients are not well established in the central Transantarctic Mountains, which a...
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ftdoajarticles:oai:doaj.org/article:e71c66bc17914a0fbdd188d1949659da 2023-05-15T14:04:44+02:00 Geochemical zones and environmental gradients for soils from the central Transantarctic Mountains, Antarctica M. A. Diaz C. B. Gardner S. A. Welch W. A. Jackson B. J. Adams D. H. Wall I. D. Hogg N. Fierer W. B. Lyons 2021-03-01T00:00:00Z https://doi.org/10.5194/bg-18-1629-2021 https://doaj.org/article/e71c66bc17914a0fbdd188d1949659da EN eng Copernicus Publications https://bg.copernicus.org/articles/18/1629/2021/bg-18-1629-2021.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-18-1629-2021 1726-4170 1726-4189 https://doaj.org/article/e71c66bc17914a0fbdd188d1949659da Biogeosciences, Vol 18, Pp 1629-1644 (2021) Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 article 2021 ftdoajarticles https://doi.org/10.5194/bg-18-1629-2021 2022-12-31T14:00:40Z Previous studies have established links between biodiversity and soil geochemistry in the McMurdo Dry Valleys, Antarctica, where environmental gradients are important determinants of soil biodiversity. However, these gradients are not well established in the central Transantarctic Mountains, which are thought to represent some of the least hospitable Antarctic soils. We analyzed 220 samples from 11 ice-free areas along the Shackleton Glacier ( ∼ 85 ∘ S), a major outlet glacier of the East Antarctic Ice Sheet. We established three zones of distinct geochemical gradients near the head of the glacier (upper), its central part (middle), and at the mouth (lower). The upper zone had the highest water-soluble salt concentrations with total salt concentrations exceeding 80 000 µ g g −1 , while the lower zone had the lowest water-soluble N:P ratios, suggesting that, in addition to other parameters (such as proximity to water and/or ice), the lower zone likely represents the most favorable ecological habitats. Given the strong dependence of geochemistry on geographic parameters, we developed multiple linear regression and random forest models to predict soil geochemical trends given latitude, longitude, elevation, distance from the coast, distance from the glacier, and soil moisture (variables which can be inferred from remote measurements). Confidence in our random forest model predictions was moderately high with R 2 values for total water-soluble salts, water-soluble N:P , ClO <math xmlns="http://www.w3.org/1998/Math/MathML" id="M8" display="inline" overflow="scroll" dspmath="mathml"><mrow><msubsup><mi/><mn mathvariant="normal">4</mn><mo>-</mo></msubsup></mrow></math> <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="9pt" height="16pt" class="svg-formula" dspmath="mathimg" md5hash="a30bfde58a9ca9c078104c9522588f76"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="bg-18-1629-2021-ie00001.svg" width="9pt" height="16pt" ... Article in Journal/Newspaper Antarc* Antarctic Antarctica Ice Sheet McMurdo Dry Valleys Shackleton Glacier Directory of Open Access Journals: DOAJ Articles Antarctic McMurdo Dry Valleys East Antarctic Ice Sheet Shackleton Transantarctic Mountains Shackleton Glacier ENVELOPE(-37.200,-37.200,-54.133,-54.133) Biogeosciences 18 5 1629 1644 |
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Directory of Open Access Journals: DOAJ Articles |
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ftdoajarticles |
language |
English |
topic |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
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Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 M. A. Diaz C. B. Gardner S. A. Welch W. A. Jackson B. J. Adams D. H. Wall I. D. Hogg N. Fierer W. B. Lyons Geochemical zones and environmental gradients for soils from the central Transantarctic Mountains, Antarctica |
topic_facet |
Ecology QH540-549.5 Life QH501-531 Geology QE1-996.5 |
description |
Previous studies have established links between biodiversity and soil geochemistry in the McMurdo Dry Valleys, Antarctica, where environmental gradients are important determinants of soil biodiversity. However, these gradients are not well established in the central Transantarctic Mountains, which are thought to represent some of the least hospitable Antarctic soils. We analyzed 220 samples from 11 ice-free areas along the Shackleton Glacier ( ∼ 85 ∘ S), a major outlet glacier of the East Antarctic Ice Sheet. We established three zones of distinct geochemical gradients near the head of the glacier (upper), its central part (middle), and at the mouth (lower). The upper zone had the highest water-soluble salt concentrations with total salt concentrations exceeding 80 000 µ g g −1 , while the lower zone had the lowest water-soluble N:P ratios, suggesting that, in addition to other parameters (such as proximity to water and/or ice), the lower zone likely represents the most favorable ecological habitats. Given the strong dependence of geochemistry on geographic parameters, we developed multiple linear regression and random forest models to predict soil geochemical trends given latitude, longitude, elevation, distance from the coast, distance from the glacier, and soil moisture (variables which can be inferred from remote measurements). Confidence in our random forest model predictions was moderately high with R 2 values for total water-soluble salts, water-soluble N:P , ClO <math xmlns="http://www.w3.org/1998/Math/MathML" id="M8" display="inline" overflow="scroll" dspmath="mathml"><mrow><msubsup><mi/><mn mathvariant="normal">4</mn><mo>-</mo></msubsup></mrow></math> <svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="9pt" height="16pt" class="svg-formula" dspmath="mathimg" md5hash="a30bfde58a9ca9c078104c9522588f76"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="bg-18-1629-2021-ie00001.svg" width="9pt" height="16pt" ... |
format |
Article in Journal/Newspaper |
author |
M. A. Diaz C. B. Gardner S. A. Welch W. A. Jackson B. J. Adams D. H. Wall I. D. Hogg N. Fierer W. B. Lyons |
author_facet |
M. A. Diaz C. B. Gardner S. A. Welch W. A. Jackson B. J. Adams D. H. Wall I. D. Hogg N. Fierer W. B. Lyons |
author_sort |
M. A. Diaz |
title |
Geochemical zones and environmental gradients for soils from the central Transantarctic Mountains, Antarctica |
title_short |
Geochemical zones and environmental gradients for soils from the central Transantarctic Mountains, Antarctica |
title_full |
Geochemical zones and environmental gradients for soils from the central Transantarctic Mountains, Antarctica |
title_fullStr |
Geochemical zones and environmental gradients for soils from the central Transantarctic Mountains, Antarctica |
title_full_unstemmed |
Geochemical zones and environmental gradients for soils from the central Transantarctic Mountains, Antarctica |
title_sort |
geochemical zones and environmental gradients for soils from the central transantarctic mountains, antarctica |
publisher |
Copernicus Publications |
publishDate |
2021 |
url |
https://doi.org/10.5194/bg-18-1629-2021 https://doaj.org/article/e71c66bc17914a0fbdd188d1949659da |
long_lat |
ENVELOPE(-37.200,-37.200,-54.133,-54.133) |
geographic |
Antarctic McMurdo Dry Valleys East Antarctic Ice Sheet Shackleton Transantarctic Mountains Shackleton Glacier |
geographic_facet |
Antarctic McMurdo Dry Valleys East Antarctic Ice Sheet Shackleton Transantarctic Mountains Shackleton Glacier |
genre |
Antarc* Antarctic Antarctica Ice Sheet McMurdo Dry Valleys Shackleton Glacier |
genre_facet |
Antarc* Antarctic Antarctica Ice Sheet McMurdo Dry Valleys Shackleton Glacier |
op_source |
Biogeosciences, Vol 18, Pp 1629-1644 (2021) |
op_relation |
https://bg.copernicus.org/articles/18/1629/2021/bg-18-1629-2021.pdf https://doaj.org/toc/1726-4170 https://doaj.org/toc/1726-4189 doi:10.5194/bg-18-1629-2021 1726-4170 1726-4189 https://doaj.org/article/e71c66bc17914a0fbdd188d1949659da |
op_doi |
https://doi.org/10.5194/bg-18-1629-2021 |
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Biogeosciences |
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18 |
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5 |
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1629 |
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1644 |
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