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A scale-dependent model to represent changing aerodynamic roughness of ablating glacier ice based on repeat topographic surveys

Smith, Thomas ; Smith, Mark W. ; Chambers, Joshua R. ; Sailer, Rudolf ; Nicholson, Lindsey ; Mertes, Jordan LU ; Quincey, Duncan J. ; Carrivick, Jonathan L. and Stiperski, Ivana (2020) In Journal of Glaciology 66(260). p.950-964
Abstract

Turbulent fluxes make a substantial and growing contribution to the energy balance of ice surfaces globally, but are poorly constrained owing to challenges in estimating the aerodynamic roughness length (z0). Here, we used structure from motion (SfM) photogrammetry and terrestrial laser scanning (TLS) surveys to make plot-scale 2-D and 3-D microtopographic estimations of z0 and upscale these to map z0 across an ablating mountain glacier. At plot scales, we found spatial variability in z0 estimates of over two orders of magnitude with unpredictable z0 trajectories, even when classified into ice surface types. TLS-derived surface roughness exhibited strong relationships with plot-scale SfM z0 estimates. At the glacier scale, a consistent... (More)

Turbulent fluxes make a substantial and growing contribution to the energy balance of ice surfaces globally, but are poorly constrained owing to challenges in estimating the aerodynamic roughness length (z0). Here, we used structure from motion (SfM) photogrammetry and terrestrial laser scanning (TLS) surveys to make plot-scale 2-D and 3-D microtopographic estimations of z0 and upscale these to map z0 across an ablating mountain glacier. At plot scales, we found spatial variability in z0 estimates of over two orders of magnitude with unpredictable z0 trajectories, even when classified into ice surface types. TLS-derived surface roughness exhibited strong relationships with plot-scale SfM z0 estimates. At the glacier scale, a consistent increase in z0 of ∼0.1 mm d-1 was observed. Space-for-time substitution based on time since surface ice was exposed by snow melt confirmed this gradual increase in z0 over 60 d. These measurements permit us to propose a scale-dependent temporal z0 evolution model where unpredictable variability at the plot scale gives way to more predictable changes of z0 at the glacier scale. This model provides a critical step towards deriving spatially and temporally distributed representations of z0 that are currently lacking in the parameterisation of distributed glacier surface energy balance models.

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author
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organization
publishing date
type
Contribution to journal
publication status
published
subject
keywords
Energy balance modelling, glacier melt, ice roughness, structure from motion photogrammetry
in
Journal of Glaciology
volume
66
issue
260
pages
15 pages
publisher
International Glaciological Society
external identifiers
  • scopus:85089751830
ISSN
0022-1430
DOI
10.1017/jog.2020.56
language
English
LU publication?
yes
id
cc2eb2a5-22ba-4ab5-8661-c0f424405a74
date added to LUP
2020-09-07 14:38:07
date last changed
2022-04-19 00:34:08
@article{cc2eb2a5-22ba-4ab5-8661-c0f424405a74,
  abstract     = {{<p>Turbulent fluxes make a substantial and growing contribution to the energy balance of ice surfaces globally, but are poorly constrained owing to challenges in estimating the aerodynamic roughness length (z0). Here, we used structure from motion (SfM) photogrammetry and terrestrial laser scanning (TLS) surveys to make plot-scale 2-D and 3-D microtopographic estimations of z0 and upscale these to map z0 across an ablating mountain glacier. At plot scales, we found spatial variability in z0 estimates of over two orders of magnitude with unpredictable z0 trajectories, even when classified into ice surface types. TLS-derived surface roughness exhibited strong relationships with plot-scale SfM z0 estimates. At the glacier scale, a consistent increase in z0 of ∼0.1 mm d-1 was observed. Space-for-time substitution based on time since surface ice was exposed by snow melt confirmed this gradual increase in z0 over 60 d. These measurements permit us to propose a scale-dependent temporal z0 evolution model where unpredictable variability at the plot scale gives way to more predictable changes of z0 at the glacier scale. This model provides a critical step towards deriving spatially and temporally distributed representations of z0 that are currently lacking in the parameterisation of distributed glacier surface energy balance models.</p>}},
  author       = {{Smith, Thomas and Smith, Mark W. and Chambers, Joshua R. and Sailer, Rudolf and Nicholson, Lindsey and Mertes, Jordan and Quincey, Duncan J. and Carrivick, Jonathan L. and Stiperski, Ivana}},
  issn         = {{0022-1430}},
  keywords     = {{Energy balance modelling; glacier melt; ice roughness; structure from motion photogrammetry}},
  language     = {{eng}},
  number       = {{260}},
  pages        = {{950--964}},
  publisher    = {{International Glaciological Society}},
  series       = {{Journal of Glaciology}},
  title        = {{A scale-dependent model to represent changing aerodynamic roughness of ablating glacier ice based on repeat topographic surveys}},
  url          = {{http://dx.doi.org/10.1017/jog.2020.56}},
  doi          = {{10.1017/jog.2020.56}},
  volume       = {{66}},
  year         = {{2020}},
}