Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT

A quantitative understanding of how sediment discharge from subglacial fluvial systems varies in response to glaciohydrological conditions is essential for understanding marine systems around Greenland and Antarctica and for interpreting sedimentary records of cryosphere evolution. Here we develop a...

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Main Authors: Aitken, Alan Robert Alexander, Delaney, Ian Arburua, Pirot, Guillaume, Werder, Mauro
Format: Text
Language:English
Published: 2024
Subjects:
Online Access:https://doi.org/10.5194/egusphere-2024-274
https://egusphere.copernicus.org/preprints/2024/egusphere-2024-274/
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spelling ftcopernicus:oai:publications.copernicus.org:egusphere117836 2024-09-30T14:25:54+00:00 Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT Aitken, Alan Robert Alexander Delaney, Ian Arburua Pirot, Guillaume Werder, Mauro 2024-09-12 application/pdf https://doi.org/10.5194/egusphere-2024-274 https://egusphere.copernicus.org/preprints/2024/egusphere-2024-274/ eng eng doi:10.5194/egusphere-2024-274 https://egusphere.copernicus.org/preprints/2024/egusphere-2024-274/ eISSN: Text 2024 ftcopernicus https://doi.org/10.5194/egusphere-2024-274 2024-09-17T23:57:35Z A quantitative understanding of how sediment discharge from subglacial fluvial systems varies in response to glaciohydrological conditions is essential for understanding marine systems around Greenland and Antarctica and for interpreting sedimentary records of cryosphere evolution. Here we develop a graph-based approach, Graphical Subglacial Sediment Transport (GraphSSeT), to model subglacial fluvial sedimentary transport using subglacial hydrology model outputs as forcing. GraphSSeT includes glacial erosion of bedrock and a dynamic sediment model with exchange between the active transport system and a basal sediment layer. Sediment transport considers transport-limited and supply-limited regimes and includes stochastically evolving grain size, network-scale flow management, and tracking of detrital provenance. GraphSSeT satisfies volume balance and sediment velocity and transport capacity constraints on flow. GraphSSeT is demonstrated for synthetic scenarios that probe the impact of variations in hydrological, geological, and glaciological characteristics on sediment transport over multi-diurnal to seasonal time frames. For steady-state hydrology scenarios on seasonal timescales, we find a primary control from the scale and organisation of the channelised hydrological flow network. The development of grain-size-dependent selective transport is identified as the major secondary control. Non-steady-state hydrology is tested on multi-diurnal timescales for which sediment discharge scales with peak water input, leading to increased sediment discharge compared to the steady state. Subglacial hydrology models are being applied more broadly, and GraphSSeT extends this capacity to quantitatively define the volume, grain-size distribution, and detrital characteristics of sediment discharge that through comparison with the sediment record may enable improved knowledge of the glaciohydrological system and its impact on marine systems. Text Antarc* Antarctica Greenland Copernicus Publications: E-Journals Greenland
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description A quantitative understanding of how sediment discharge from subglacial fluvial systems varies in response to glaciohydrological conditions is essential for understanding marine systems around Greenland and Antarctica and for interpreting sedimentary records of cryosphere evolution. Here we develop a graph-based approach, Graphical Subglacial Sediment Transport (GraphSSeT), to model subglacial fluvial sedimentary transport using subglacial hydrology model outputs as forcing. GraphSSeT includes glacial erosion of bedrock and a dynamic sediment model with exchange between the active transport system and a basal sediment layer. Sediment transport considers transport-limited and supply-limited regimes and includes stochastically evolving grain size, network-scale flow management, and tracking of detrital provenance. GraphSSeT satisfies volume balance and sediment velocity and transport capacity constraints on flow. GraphSSeT is demonstrated for synthetic scenarios that probe the impact of variations in hydrological, geological, and glaciological characteristics on sediment transport over multi-diurnal to seasonal time frames. For steady-state hydrology scenarios on seasonal timescales, we find a primary control from the scale and organisation of the channelised hydrological flow network. The development of grain-size-dependent selective transport is identified as the major secondary control. Non-steady-state hydrology is tested on multi-diurnal timescales for which sediment discharge scales with peak water input, leading to increased sediment discharge compared to the steady state. Subglacial hydrology models are being applied more broadly, and GraphSSeT extends this capacity to quantitatively define the volume, grain-size distribution, and detrital characteristics of sediment discharge that through comparison with the sediment record may enable improved knowledge of the glaciohydrological system and its impact on marine systems.
format Text
author Aitken, Alan Robert Alexander
Delaney, Ian Arburua
Pirot, Guillaume
Werder, Mauro
spellingShingle Aitken, Alan Robert Alexander
Delaney, Ian Arburua
Pirot, Guillaume
Werder, Mauro
Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT
author_facet Aitken, Alan Robert Alexander
Delaney, Ian Arburua
Pirot, Guillaume
Werder, Mauro
author_sort Aitken, Alan Robert Alexander
title Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT
title_short Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT
title_full Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT
title_fullStr Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT
title_full_unstemmed Modelling subglacial fluvial sediment transport with a graph-based model, GraphSSeT
title_sort modelling subglacial fluvial sediment transport with a graph-based model, graphsset
publishDate 2024
url https://doi.org/10.5194/egusphere-2024-274
https://egusphere.copernicus.org/preprints/2024/egusphere-2024-274/
geographic Greenland
geographic_facet Greenland
genre Antarc*
Antarctica
Greenland
genre_facet Antarc*
Antarctica
Greenland
op_source eISSN:
op_relation doi:10.5194/egusphere-2024-274
https://egusphere.copernicus.org/preprints/2024/egusphere-2024-274/
op_doi https://doi.org/10.5194/egusphere-2024-274
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