Estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of Forni Glacier, Italian Alps

In spite of the quite abundant literature focusing on fine debris deposition over glacier accumulation areas, less attention has been paid to the glacier melting surface. Accordingly, we proposed a novel method based on semi-automatic image analysis to estimate ice albedo from fine debris coverage (...

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Published in:The Cryosphere
Main Authors: R. S. Azzoni, A. Senese, A. Zerboni, M. Maugeri, C. Smiraglia, G. A. Diolaiuti
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2016
Subjects:
Online Access:https://doi.org/10.5194/tc-10-665-2016
https://doaj.org/article/ac26a0f3bb5f41309e34eb39a0f4ec7f
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spelling ftdoajarticles:oai:doaj.org/article:ac26a0f3bb5f41309e34eb39a0f4ec7f 2023-05-15T18:32:30+02:00 Estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of Forni Glacier, Italian Alps R. S. Azzoni A. Senese A. Zerboni M. Maugeri C. Smiraglia G. A. Diolaiuti 2016-03-01T00:00:00Z https://doi.org/10.5194/tc-10-665-2016 https://doaj.org/article/ac26a0f3bb5f41309e34eb39a0f4ec7f EN eng Copernicus Publications http://www.the-cryosphere.net/10/665/2016/tc-10-665-2016.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 1994-0416 1994-0424 doi:10.5194/tc-10-665-2016 https://doaj.org/article/ac26a0f3bb5f41309e34eb39a0f4ec7f The Cryosphere, Vol 10, Iss 2, Pp 665-679 (2016) Environmental sciences GE1-350 Geology QE1-996.5 article 2016 ftdoajarticles https://doi.org/10.5194/tc-10-665-2016 2022-12-31T00:19:00Z In spite of the quite abundant literature focusing on fine debris deposition over glacier accumulation areas, less attention has been paid to the glacier melting surface. Accordingly, we proposed a novel method based on semi-automatic image analysis to estimate ice albedo from fine debris coverage ( d ). Our procedure was tested on the surface of a wide Alpine valley glacier (the Forni Glacier, Italy), in summer 2011, 2012 and 2013, acquiring parallel data sets of in situ measurements of ice albedo and high-resolution surface images. Analysis of 51 images yielded d values ranging from 0.01 to 0.63 and albedo was found to vary from 0.06 to 0.32. The estimated d values are in a linear relation with the natural logarithm of measured ice albedo ( R = −0.84). The robustness of our approach in evaluating d was analyzed through five sensitivity tests, and we found that it is largely replicable. On the Forni Glacier, we also quantified a mean debris coverage rate ( C r ) equal to 6 g m −2 per day during the ablation season of 2013, thus supporting previous studies that describe ongoing darkening phenomena at Alpine debris-free glaciers surface. In addition to debris coverage, we also considered the impact of water (both from melt and rainfall) as a factor that tunes albedo: meltwater occurs during the central hours of the day, decreasing the albedo due to its lower reflectivity; instead, rainfall causes a subsequent mean daily albedo increase slightly higher than 20 %, although it is short-lasting (from 1 to 4 days). Article in Journal/Newspaper The Cryosphere Directory of Open Access Journals: DOAJ Articles The Cryosphere 10 2 665 679
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
R. S. Azzoni
A. Senese
A. Zerboni
M. Maugeri
C. Smiraglia
G. A. Diolaiuti
Estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of Forni Glacier, Italian Alps
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description In spite of the quite abundant literature focusing on fine debris deposition over glacier accumulation areas, less attention has been paid to the glacier melting surface. Accordingly, we proposed a novel method based on semi-automatic image analysis to estimate ice albedo from fine debris coverage ( d ). Our procedure was tested on the surface of a wide Alpine valley glacier (the Forni Glacier, Italy), in summer 2011, 2012 and 2013, acquiring parallel data sets of in situ measurements of ice albedo and high-resolution surface images. Analysis of 51 images yielded d values ranging from 0.01 to 0.63 and albedo was found to vary from 0.06 to 0.32. The estimated d values are in a linear relation with the natural logarithm of measured ice albedo ( R = −0.84). The robustness of our approach in evaluating d was analyzed through five sensitivity tests, and we found that it is largely replicable. On the Forni Glacier, we also quantified a mean debris coverage rate ( C r ) equal to 6 g m −2 per day during the ablation season of 2013, thus supporting previous studies that describe ongoing darkening phenomena at Alpine debris-free glaciers surface. In addition to debris coverage, we also considered the impact of water (both from melt and rainfall) as a factor that tunes albedo: meltwater occurs during the central hours of the day, decreasing the albedo due to its lower reflectivity; instead, rainfall causes a subsequent mean daily albedo increase slightly higher than 20 %, although it is short-lasting (from 1 to 4 days).
format Article in Journal/Newspaper
author R. S. Azzoni
A. Senese
A. Zerboni
M. Maugeri
C. Smiraglia
G. A. Diolaiuti
author_facet R. S. Azzoni
A. Senese
A. Zerboni
M. Maugeri
C. Smiraglia
G. A. Diolaiuti
author_sort R. S. Azzoni
title Estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of Forni Glacier, Italian Alps
title_short Estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of Forni Glacier, Italian Alps
title_full Estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of Forni Glacier, Italian Alps
title_fullStr Estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of Forni Glacier, Italian Alps
title_full_unstemmed Estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of Forni Glacier, Italian Alps
title_sort estimating ice albedo from fine debris cover quantified by a semi-automatic method: the case study of forni glacier, italian alps
publisher Copernicus Publications
publishDate 2016
url https://doi.org/10.5194/tc-10-665-2016
https://doaj.org/article/ac26a0f3bb5f41309e34eb39a0f4ec7f
genre The Cryosphere
genre_facet The Cryosphere
op_source The Cryosphere, Vol 10, Iss 2, Pp 665-679 (2016)
op_relation http://www.the-cryosphere.net/10/665/2016/tc-10-665-2016.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
1994-0416
1994-0424
doi:10.5194/tc-10-665-2016
https://doaj.org/article/ac26a0f3bb5f41309e34eb39a0f4ec7f
op_doi https://doi.org/10.5194/tc-10-665-2016
container_title The Cryosphere
container_volume 10
container_issue 2
container_start_page 665
op_container_end_page 679
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