Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils
Figure 6. Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils. Note that the direction between lnOLT and PF is different between OLTs and OLTd soils. All significant paths are indicated with a solid line and the unstandardized path coefficient ( P...
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ftdatacite:10.6084/m9.figshare.1011793.v1 2023-05-15T17:56:52+02:00 Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils Johnson, Kristofer D Harden, Jennifer W A David McGuire Clark, Mark Fengming Yuan Finley, Andrew O 2013 https://dx.doi.org/10.6084/m9.figshare.1011793.v1 https://iop.figshare.com/articles/figure/_Structural_equation_diagrams_showing_the_paths_that_predict_lnOLT_and_PF_for_OLTs_a_and_OLTd_b_soil/1011793/1 unknown IOP Publishing https://dx.doi.org/10.6084/m9.figshare.1011793 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 CC-BY Environmental Science Image Figure graphic ImageObject 2013 ftdatacite https://doi.org/10.6084/m9.figshare.1011793.v1 https://doi.org/10.6084/m9.figshare.1011793 2021-11-05T12:55:41Z Figure 6. Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils. Note that the direction between lnOLT and PF is different between OLTs and OLTd soils. All significant paths are indicated with a solid line and the unstandardized path coefficient ( P R 2 is included where continuous variables are used to predict categorical responses with the logistic regression. Correlations among predictor variables are omitted for simplicity. Abstract Permafrost is tightly coupled to the organic soil layer, an interaction that mediates permafrost degradation in response to regional warming. We analyzed changes in permafrost occurrence and organic layer thickness (OLT) using more than 3000 soil pedons across a mean annual temperature (MAT) gradient. Cause and effect relationships between permafrost probability (PF), OLT, and other topographic factors were investigated using structural equation modeling in a multi-group analysis. Groups were defined by slope, soil texture type, and shallow (<28 cm) versus deep organic (≥28 cm) layers. The probability of observing permafrost sharply increased by 0.32 for every 10-cm OLT increase in shallow OLT soils (OLTs) due to an insulation effect, but PF decreased in deep OLT soils (OLTd) by 0.06 for every 10-cm increase. Across the MAT gradient, PF in sandy soils varied little, but PF in loamy and silty soils decreased substantially from cooler to warmer temperatures. The change in OLT was more heterogeneous across soil texture types—in some there was no change while in others OLTs soils thinned and/or OLTd soils thickened at warmer locations. Furthermore, when soil organic carbon was estimated using a relationship with thickness, the average increase in carbon in OLTd soils was almost four times greater compared to the average decrease in carbon in OLTs soils across all soil types. If soils follow a trajectory of warming that mimics the spatial gradients found today, then heterogeneities of permafrost degradation and organic layer thinning and thickening should be considered in the regional carbon balance. Still Image permafrost DataCite Metadata Store (German National Library of Science and Technology) |
institution |
Open Polar |
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DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
unknown |
topic |
Environmental Science |
spellingShingle |
Environmental Science Johnson, Kristofer D Harden, Jennifer W A David McGuire Clark, Mark Fengming Yuan Finley, Andrew O Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils |
topic_facet |
Environmental Science |
description |
Figure 6. Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils. Note that the direction between lnOLT and PF is different between OLTs and OLTd soils. All significant paths are indicated with a solid line and the unstandardized path coefficient ( P R 2 is included where continuous variables are used to predict categorical responses with the logistic regression. Correlations among predictor variables are omitted for simplicity. Abstract Permafrost is tightly coupled to the organic soil layer, an interaction that mediates permafrost degradation in response to regional warming. We analyzed changes in permafrost occurrence and organic layer thickness (OLT) using more than 3000 soil pedons across a mean annual temperature (MAT) gradient. Cause and effect relationships between permafrost probability (PF), OLT, and other topographic factors were investigated using structural equation modeling in a multi-group analysis. Groups were defined by slope, soil texture type, and shallow (<28 cm) versus deep organic (≥28 cm) layers. The probability of observing permafrost sharply increased by 0.32 for every 10-cm OLT increase in shallow OLT soils (OLTs) due to an insulation effect, but PF decreased in deep OLT soils (OLTd) by 0.06 for every 10-cm increase. Across the MAT gradient, PF in sandy soils varied little, but PF in loamy and silty soils decreased substantially from cooler to warmer temperatures. The change in OLT was more heterogeneous across soil texture types—in some there was no change while in others OLTs soils thinned and/or OLTd soils thickened at warmer locations. Furthermore, when soil organic carbon was estimated using a relationship with thickness, the average increase in carbon in OLTd soils was almost four times greater compared to the average decrease in carbon in OLTs soils across all soil types. If soils follow a trajectory of warming that mimics the spatial gradients found today, then heterogeneities of permafrost degradation and organic layer thinning and thickening should be considered in the regional carbon balance. |
format |
Still Image |
author |
Johnson, Kristofer D Harden, Jennifer W A David McGuire Clark, Mark Fengming Yuan Finley, Andrew O |
author_facet |
Johnson, Kristofer D Harden, Jennifer W A David McGuire Clark, Mark Fengming Yuan Finley, Andrew O |
author_sort |
Johnson, Kristofer D |
title |
Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils |
title_short |
Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils |
title_full |
Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils |
title_fullStr |
Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils |
title_full_unstemmed |
Structural equation diagrams showing the paths that predict lnOLT and PF for OLTs (a) and OLTd (b) soils |
title_sort |
structural equation diagrams showing the paths that predict lnolt and pf for olts (a) and oltd (b) soils |
publisher |
IOP Publishing |
publishDate |
2013 |
url |
https://dx.doi.org/10.6084/m9.figshare.1011793.v1 https://iop.figshare.com/articles/figure/_Structural_equation_diagrams_showing_the_paths_that_predict_lnOLT_and_PF_for_OLTs_a_and_OLTd_b_soil/1011793/1 |
genre |
permafrost |
genre_facet |
permafrost |
op_relation |
https://dx.doi.org/10.6084/m9.figshare.1011793 |
op_rights |
Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.6084/m9.figshare.1011793.v1 https://doi.org/10.6084/m9.figshare.1011793 |
_version_ |
1766165175118856192 |