Advances in Understanding the Sea Ice Floe Size Distribution

Sea ice is a critical component of the polar climate system that is tightly coupled to the ocean and atmosphere. It is highly heterogeneous, composed of discrete floes which range in size across space and time. In this thesis, I use a combination of modelling and observational approaches to investig...

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Main Author: Roach, Laetitia
Format: Thesis
Language:unknown
Published: 2019
Subjects:
Online Access:https://doi.org/10.26686/wgtn.17135921
https://figshare.com/articles/thesis/Advances_in_Understanding_the_Sea_Ice_Floe_Size_Distribution/17135921
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spelling ftvictoriauwfig:oai:figshare.com:article/17135921 2023-10-25T01:28:27+02:00 Advances in Understanding the Sea Ice Floe Size Distribution Roach, Laetitia 2019-01-01T00:00:00Z https://doi.org/10.26686/wgtn.17135921 https://figshare.com/articles/thesis/Advances_in_Understanding_the_Sea_Ice_Floe_Size_Distribution/17135921 unknown doi:10.26686/wgtn.17135921 https://figshare.com/articles/thesis/Advances_in_Understanding_the_Sea_Ice_Floe_Size_Distribution/17135921 CC BY-NC-ND 4.0 Geophysics not elsewhere classified Sea ice Climate Modelling School: School of Geography Environment and Earth Sciences Unit: Institute of Geophysics 040499 Geophysics not elsewhere classified 960303 Climate Change Models Degree Discipline: Geophysics Degree Level: Doctoral Degree Name: Doctor of Philosophy Text Thesis 2019 ftvictoriauwfig https://doi.org/10.26686/wgtn.17135921 2023-09-27T23:16:05Z Sea ice is a critical component of the polar climate system that is tightly coupled to the ocean and atmosphere. It is highly heterogeneous, composed of discrete floes which range in size across space and time. In this thesis, I use a combination of modelling and observational approaches to investigate how different physical processes determine the distribution of sea ice floe sizes. I construct the first global model that simulates floe sizes arising from the interaction of different physical processes. Floe sizes are modified by lateral melt, lateral growth, freezing together of floes and wave-ice interactions. By grounding process descriptions in underlying physics, observations of individual processes can be used to constrain model parameters. In light of the sparseness of floe size observations, I developed a novel methodology to constrain previously-unobserved floe freezing processes from in-situ observations. Results from global coupled sea ice–ocean model simulations are used to quantify the relative impacts of different processes on spatial and seasonal variability in the floe size distribution, providing hypotheses that could be tested by observational campaigns in the future. Under transient historical forcing, the model suggests that the fragmentation of Arctic sea ice has significantly increased over the satellite era. I also seek to improve understanding of feedbacks between sea ice floe size and the polar climate system. A fragmented ice cover exposes more ice area on the sides of floes to the ocean than sheet ice, promoting lateral melt, which reduces surface albedo. Conducting a statistical analysis of current climate models shows that inclusion of a lateral melt parametrization improves simulation of sea ice concentration relative to observations. However, calculation of lateral melt using the model for prognostic simulation of the sub-grid-scale floe size distribution results in little or no enhancement of lateral melt at a hemispheric scale compared to a simple parametrization, although it is ... Thesis albedo Arctic Climate change Sea ice Open Access Victoria University of Wellington / Te Herenga Waka Arctic
institution Open Polar
collection Open Access Victoria University of Wellington / Te Herenga Waka
op_collection_id ftvictoriauwfig
language unknown
topic Geophysics not elsewhere classified
Sea ice
Climate
Modelling
School: School of Geography
Environment and Earth Sciences
Unit: Institute of Geophysics
040499 Geophysics not elsewhere classified
960303 Climate Change Models
Degree Discipline: Geophysics
Degree Level: Doctoral
Degree Name: Doctor of Philosophy
spellingShingle Geophysics not elsewhere classified
Sea ice
Climate
Modelling
School: School of Geography
Environment and Earth Sciences
Unit: Institute of Geophysics
040499 Geophysics not elsewhere classified
960303 Climate Change Models
Degree Discipline: Geophysics
Degree Level: Doctoral
Degree Name: Doctor of Philosophy
Roach, Laetitia
Advances in Understanding the Sea Ice Floe Size Distribution
topic_facet Geophysics not elsewhere classified
Sea ice
Climate
Modelling
School: School of Geography
Environment and Earth Sciences
Unit: Institute of Geophysics
040499 Geophysics not elsewhere classified
960303 Climate Change Models
Degree Discipline: Geophysics
Degree Level: Doctoral
Degree Name: Doctor of Philosophy
description Sea ice is a critical component of the polar climate system that is tightly coupled to the ocean and atmosphere. It is highly heterogeneous, composed of discrete floes which range in size across space and time. In this thesis, I use a combination of modelling and observational approaches to investigate how different physical processes determine the distribution of sea ice floe sizes. I construct the first global model that simulates floe sizes arising from the interaction of different physical processes. Floe sizes are modified by lateral melt, lateral growth, freezing together of floes and wave-ice interactions. By grounding process descriptions in underlying physics, observations of individual processes can be used to constrain model parameters. In light of the sparseness of floe size observations, I developed a novel methodology to constrain previously-unobserved floe freezing processes from in-situ observations. Results from global coupled sea ice–ocean model simulations are used to quantify the relative impacts of different processes on spatial and seasonal variability in the floe size distribution, providing hypotheses that could be tested by observational campaigns in the future. Under transient historical forcing, the model suggests that the fragmentation of Arctic sea ice has significantly increased over the satellite era. I also seek to improve understanding of feedbacks between sea ice floe size and the polar climate system. A fragmented ice cover exposes more ice area on the sides of floes to the ocean than sheet ice, promoting lateral melt, which reduces surface albedo. Conducting a statistical analysis of current climate models shows that inclusion of a lateral melt parametrization improves simulation of sea ice concentration relative to observations. However, calculation of lateral melt using the model for prognostic simulation of the sub-grid-scale floe size distribution results in little or no enhancement of lateral melt at a hemispheric scale compared to a simple parametrization, although it is ...
format Thesis
author Roach, Laetitia
author_facet Roach, Laetitia
author_sort Roach, Laetitia
title Advances in Understanding the Sea Ice Floe Size Distribution
title_short Advances in Understanding the Sea Ice Floe Size Distribution
title_full Advances in Understanding the Sea Ice Floe Size Distribution
title_fullStr Advances in Understanding the Sea Ice Floe Size Distribution
title_full_unstemmed Advances in Understanding the Sea Ice Floe Size Distribution
title_sort advances in understanding the sea ice floe size distribution
publishDate 2019
url https://doi.org/10.26686/wgtn.17135921
https://figshare.com/articles/thesis/Advances_in_Understanding_the_Sea_Ice_Floe_Size_Distribution/17135921
geographic Arctic
geographic_facet Arctic
genre albedo
Arctic
Climate change
Sea ice
genre_facet albedo
Arctic
Climate change
Sea ice
op_relation doi:10.26686/wgtn.17135921
https://figshare.com/articles/thesis/Advances_in_Understanding_the_Sea_Ice_Floe_Size_Distribution/17135921
op_rights CC BY-NC-ND 4.0
op_doi https://doi.org/10.26686/wgtn.17135921
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