Monitoring ice break-up on the Mackenzie River using MODIS data

The aim of this study was to develop an approach for estimating ice break-up dates on the Mackenzie River (MR) using more than a decade of MODIS Level 3 500 m snow products (MOD/MYD10A1), complemented with 250 m Level 1B radiance products (MOD/MYD02QKM) from the Terra and Aqua satellite platforms. T...

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Published in:The Cryosphere
Main Authors: P. Muhammad, C. Duguay, K.-K. Kang
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2016
Subjects:
Online Access:https://doi.org/10.5194/tc-10-569-2016
https://doaj.org/article/833653ff2a7c4d738b30c09f294ba42c
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spelling ftdoajarticles:oai:doaj.org/article:833653ff2a7c4d738b30c09f294ba42c 2023-05-15T17:08:01+02:00 Monitoring ice break-up on the Mackenzie River using MODIS data P. Muhammad C. Duguay K.-K. Kang 2016-03-01T00:00:00Z https://doi.org/10.5194/tc-10-569-2016 https://doaj.org/article/833653ff2a7c4d738b30c09f294ba42c EN eng Copernicus Publications http://www.the-cryosphere.net/10/569/2016/tc-10-569-2016.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 1994-0416 1994-0424 doi:10.5194/tc-10-569-2016 https://doaj.org/article/833653ff2a7c4d738b30c09f294ba42c The Cryosphere, Vol 10, Iss 2, Pp 569-584 (2016) Environmental sciences GE1-350 Geology QE1-996.5 article 2016 ftdoajarticles https://doi.org/10.5194/tc-10-569-2016 2022-12-31T12:33:45Z The aim of this study was to develop an approach for estimating ice break-up dates on the Mackenzie River (MR) using more than a decade of MODIS Level 3 500 m snow products (MOD/MYD10A1), complemented with 250 m Level 1B radiance products (MOD/MYD02QKM) from the Terra and Aqua satellite platforms. The analysis showed break-up began on average between days of year (DOYs) 115 and 125 and ended between DOYs 145 and 155 over 13 ice seasons (2001–2013), resulting in an average melt duration of ca. 30–40 days. Thermal processes were more important in driving ice break-up south of the MR confluence with the Liard River, while dynamically driven break-up was more important north of the Liard. A comparison of the timing of ice disappearance with snow disappearance from surrounding land areas of the MR with MODIS Level 3 snow products showed varying relationships along the river. Ice-off and snow-off timing were in sync north of the MR–Liard River confluence and over sections of the MR before it enters the Mackenzie Delta, but ice disappeared much later than snow on land in regions where thermal ice break-up processes dominated. MODIS observations revealed that channel morphology is a more important control of ice break-up patterns than previously believed with ice runs on the MR strongly influenced by channel morphology (islands and bars, confluences and channel constriction). Ice velocity estimates from feature tracking were able to be made in 2008 and 2010 and yielded 3–4-day average ice velocities of 1.21 and 1.84 m s −1 respectively, which is in agreement with estimates from previous studies. These preliminary results confirm the utility of daily MODIS data for monitoring ice break-up processes along the Mackenzie River. The addition of optical and synthetic aperture radar data from recent and upcoming satellite missions (e.g. Sentinel-1/2/3 and RADARSAT Constellation) would improve the monitoring of ice break-up in narrower sections of the MR. Article in Journal/Newspaper Liard River Mackenzie Delta Mackenzie river The Cryosphere Directory of Open Access Journals: DOAJ Articles Mackenzie River Mackenzie Delta ENVELOPE(-136.672,-136.672,68.833,68.833) Liard ENVELOPE(-67.417,-67.417,-66.850,-66.850) The Cryosphere 10 2 569 584
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
P. Muhammad
C. Duguay
K.-K. Kang
Monitoring ice break-up on the Mackenzie River using MODIS data
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description The aim of this study was to develop an approach for estimating ice break-up dates on the Mackenzie River (MR) using more than a decade of MODIS Level 3 500 m snow products (MOD/MYD10A1), complemented with 250 m Level 1B radiance products (MOD/MYD02QKM) from the Terra and Aqua satellite platforms. The analysis showed break-up began on average between days of year (DOYs) 115 and 125 and ended between DOYs 145 and 155 over 13 ice seasons (2001–2013), resulting in an average melt duration of ca. 30–40 days. Thermal processes were more important in driving ice break-up south of the MR confluence with the Liard River, while dynamically driven break-up was more important north of the Liard. A comparison of the timing of ice disappearance with snow disappearance from surrounding land areas of the MR with MODIS Level 3 snow products showed varying relationships along the river. Ice-off and snow-off timing were in sync north of the MR–Liard River confluence and over sections of the MR before it enters the Mackenzie Delta, but ice disappeared much later than snow on land in regions where thermal ice break-up processes dominated. MODIS observations revealed that channel morphology is a more important control of ice break-up patterns than previously believed with ice runs on the MR strongly influenced by channel morphology (islands and bars, confluences and channel constriction). Ice velocity estimates from feature tracking were able to be made in 2008 and 2010 and yielded 3–4-day average ice velocities of 1.21 and 1.84 m s −1 respectively, which is in agreement with estimates from previous studies. These preliminary results confirm the utility of daily MODIS data for monitoring ice break-up processes along the Mackenzie River. The addition of optical and synthetic aperture radar data from recent and upcoming satellite missions (e.g. Sentinel-1/2/3 and RADARSAT Constellation) would improve the monitoring of ice break-up in narrower sections of the MR.
format Article in Journal/Newspaper
author P. Muhammad
C. Duguay
K.-K. Kang
author_facet P. Muhammad
C. Duguay
K.-K. Kang
author_sort P. Muhammad
title Monitoring ice break-up on the Mackenzie River using MODIS data
title_short Monitoring ice break-up on the Mackenzie River using MODIS data
title_full Monitoring ice break-up on the Mackenzie River using MODIS data
title_fullStr Monitoring ice break-up on the Mackenzie River using MODIS data
title_full_unstemmed Monitoring ice break-up on the Mackenzie River using MODIS data
title_sort monitoring ice break-up on the mackenzie river using modis data
publisher Copernicus Publications
publishDate 2016
url https://doi.org/10.5194/tc-10-569-2016
https://doaj.org/article/833653ff2a7c4d738b30c09f294ba42c
long_lat ENVELOPE(-136.672,-136.672,68.833,68.833)
ENVELOPE(-67.417,-67.417,-66.850,-66.850)
geographic Mackenzie River
Mackenzie Delta
Liard
geographic_facet Mackenzie River
Mackenzie Delta
Liard
genre Liard River
Mackenzie Delta
Mackenzie river
The Cryosphere
genre_facet Liard River
Mackenzie Delta
Mackenzie river
The Cryosphere
op_source The Cryosphere, Vol 10, Iss 2, Pp 569-584 (2016)
op_relation http://www.the-cryosphere.net/10/569/2016/tc-10-569-2016.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
1994-0416
1994-0424
doi:10.5194/tc-10-569-2016
https://doaj.org/article/833653ff2a7c4d738b30c09f294ba42c
op_doi https://doi.org/10.5194/tc-10-569-2016
container_title The Cryosphere
container_volume 10
container_issue 2
container_start_page 569
op_container_end_page 584
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