Mapping seasonal glacier melt across the Hindu Kush Himalaya with time series synthetic aperture radar (SAR)

<p>Current observational data on Hindu Kush Himalayas (HKH) glaciers are sparse, and characterizations of seasonal melt dynamics are limited. Time series synthetic aperture radar (SAR) imagery enables detection of reach-scale glacier melt characteristics across continents. We analyze <span...

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Main Authors: C. Scher, N. C. Steiner, K. C. McDonald
Format: Article
Language:English
Published: Copernicus Publications 2021-09-01
Series:The Cryosphere
Online Access:https://tc.copernicus.org/articles/15/4465/2021/tc-15-4465-2021.pdf
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spelling doaj-531313a06820413c9b2d8318c2342ae82021-09-24T06:31:22ZengCopernicus PublicationsThe Cryosphere1994-04161994-04242021-09-01154465448210.5194/tc-15-4465-2021Mapping seasonal glacier melt across the Hindu Kush Himalaya with time series synthetic aperture radar (SAR)C. Scher0C. Scher1N. C. Steiner2K. C. McDonald3K. C. McDonald4K. C. McDonald5Department of Earth and Environmental Sciences, The Graduate Center, City University of New York, New York, NY 10031, USADepartment of Earth and Atmospheric Sciences, The City College of New York, City University of New York, New York, NY 10031, USADepartment of Earth and Atmospheric Sciences, The City College of New York, City University of New York, New York, NY 10031, USADepartment of Earth and Environmental Sciences, The Graduate Center, City University of New York, New York, NY 10031, USADepartment of Earth and Atmospheric Sciences, The City College of New York, City University of New York, New York, NY 10031, USACarbon Cycle and Ecosystems Group, Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, Pasadena, CA 91001, USA<p>Current observational data on Hindu Kush Himalayas (HKH) glaciers are sparse, and characterizations of seasonal melt dynamics are limited. Time series synthetic aperture radar (SAR) imagery enables detection of reach-scale glacier melt characteristics across continents. We analyze <span class="inline-formula"><i>C</i></span>-band Sentinel-1 A/B SAR time series data, comprised of 32 741 Sentinel-1 A/B SAR images, and determine the duration of seasonal glacier melting for 105 432 mapped glaciers (83 102 km<span class="inline-formula"><sup>2</sup></span> glacierized area, defined using optical observations) in the HKH across the calendar years 2017–2019. Melt onset and duration are recorded at 90 m spatial resolution and 12 d temporal repeat. All glacier areas within the HKH exhibit some degree of melt. Melt signals persist for over two-thirds of the year at elevations below 4000 m a.s.l. and for nearly half of the calendar year at elevations exceeding 7000 m a.s.l. Retrievals of seasonal melting span all elevation ranges of glacierized area in the HKH region, extending greater than 1 km above the maximum elevation of an interpolated 0 <span class="inline-formula"><sup>∘</sup></span>C summer isotherm and at the top of Mount Everest, where in situ data and surface energy balance models indicate that the Khumbu Glacier is melting at surface air temperatures below <span class="inline-formula">−</span>10 <span class="inline-formula"><sup>∘</sup></span>C. Sentinel-1 melt retrievals reflect broad-scale trends in glacier mass balance across the region, where the duration of melt retrieved in the Karakoram is on average 16 d less than in the eastern Himalaya sub-region. Furthermore, percolation zones are apparent from meltwater retention indicated by delayed refreeze. Time series SAR datasets are suitable to support operational monitoring of glacier surface melt and the development and assessment of surface energy balance models of melt-driven ablation across the global cryosphere.</p>https://tc.copernicus.org/articles/15/4465/2021/tc-15-4465-2021.pdf
collection DOAJ
language English
format Article
sources DOAJ
author C. Scher
C. Scher
N. C. Steiner
K. C. McDonald
K. C. McDonald
K. C. McDonald
spellingShingle C. Scher
C. Scher
N. C. Steiner
K. C. McDonald
K. C. McDonald
K. C. McDonald
Mapping seasonal glacier melt across the Hindu Kush Himalaya with time series synthetic aperture radar (SAR)
The Cryosphere
author_facet C. Scher
C. Scher
N. C. Steiner
K. C. McDonald
K. C. McDonald
K. C. McDonald
author_sort C. Scher
title Mapping seasonal glacier melt across the Hindu Kush Himalaya with time series synthetic aperture radar (SAR)
title_short Mapping seasonal glacier melt across the Hindu Kush Himalaya with time series synthetic aperture radar (SAR)
title_full Mapping seasonal glacier melt across the Hindu Kush Himalaya with time series synthetic aperture radar (SAR)
title_fullStr Mapping seasonal glacier melt across the Hindu Kush Himalaya with time series synthetic aperture radar (SAR)
title_full_unstemmed Mapping seasonal glacier melt across the Hindu Kush Himalaya with time series synthetic aperture radar (SAR)
title_sort mapping seasonal glacier melt across the hindu kush himalaya with time series synthetic aperture radar (sar)
publisher Copernicus Publications
series The Cryosphere
issn 1994-0416
1994-0424
publishDate 2021-09-01
description <p>Current observational data on Hindu Kush Himalayas (HKH) glaciers are sparse, and characterizations of seasonal melt dynamics are limited. Time series synthetic aperture radar (SAR) imagery enables detection of reach-scale glacier melt characteristics across continents. We analyze <span class="inline-formula"><i>C</i></span>-band Sentinel-1 A/B SAR time series data, comprised of 32 741 Sentinel-1 A/B SAR images, and determine the duration of seasonal glacier melting for 105 432 mapped glaciers (83 102 km<span class="inline-formula"><sup>2</sup></span> glacierized area, defined using optical observations) in the HKH across the calendar years 2017–2019. Melt onset and duration are recorded at 90 m spatial resolution and 12 d temporal repeat. All glacier areas within the HKH exhibit some degree of melt. Melt signals persist for over two-thirds of the year at elevations below 4000 m a.s.l. and for nearly half of the calendar year at elevations exceeding 7000 m a.s.l. Retrievals of seasonal melting span all elevation ranges of glacierized area in the HKH region, extending greater than 1 km above the maximum elevation of an interpolated 0 <span class="inline-formula"><sup>∘</sup></span>C summer isotherm and at the top of Mount Everest, where in situ data and surface energy balance models indicate that the Khumbu Glacier is melting at surface air temperatures below <span class="inline-formula">−</span>10 <span class="inline-formula"><sup>∘</sup></span>C. Sentinel-1 melt retrievals reflect broad-scale trends in glacier mass balance across the region, where the duration of melt retrieved in the Karakoram is on average 16 d less than in the eastern Himalaya sub-region. Furthermore, percolation zones are apparent from meltwater retention indicated by delayed refreeze. Time series SAR datasets are suitable to support operational monitoring of glacier surface melt and the development and assessment of surface energy balance models of melt-driven ablation across the global cryosphere.</p>
url https://tc.copernicus.org/articles/15/4465/2021/tc-15-4465-2021.pdf
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