Early 21st century snow cover state over the western river basins of the Indus River system
In this paper we assess the snow cover and its dynamics for the western river basins of the Indus River system (IRS) and their sub-basins located in Afghanistan, China, India and Pakistan for the period 2001–2012. First, we validate the Moderate Resolution Imaging Spectroradiometer (MODIS) daily sno...
Published in: | Hydrology and Earth System Sciences |
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Online Access: | http://researchspace.bathspa.ac.uk/13092/ http://researchspace.bathspa.ac.uk/13092/1/13092.pdf https://doi.org/10.5194/hess-18-4077-2014 |
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ftunivbathspa:oai:researchspace.bathspa.ac.uk:13092 2023-05-15T17:36:45+02:00 Early 21st century snow cover state over the western river basins of the Indus River system Hasson, S Lucarini, V Khan, M.R Petitta, M Bolch, T Gioli, G 2014-10-15 text http://researchspace.bathspa.ac.uk/13092/ http://researchspace.bathspa.ac.uk/13092/1/13092.pdf https://doi.org/10.5194/hess-18-4077-2014 en eng EGU http://researchspace.bathspa.ac.uk/13092/1/13092.pdf Hasson, S, Lucarini, V, Khan, M.R, Petitta, M, Bolch, T and Gioli, G (2014) 'Early 21st century snow cover state over the western river basins of the Indus River system.' Hydrology and Earth System Sciences, 18 (10). pp. 4077-4100. ISSN 1607-7938 doi:10.5194/hess-18-4077-2014 cc_by CC-BY Article NonPeerReviewed 2014 ftunivbathspa https://doi.org/10.5194/hess-18-4077-2014 2022-02-16T10:40:23Z In this paper we assess the snow cover and its dynamics for the western river basins of the Indus River system (IRS) and their sub-basins located in Afghanistan, China, India and Pakistan for the period 2001–2012. First, we validate the Moderate Resolution Imaging Spectroradiometer (MODIS) daily snow products from Terra (MOD10A1) and Aqua (MYD10A1) against the Landsat Thematic Mapper/Enhanced Thematic Mapper plus (TM/ETM+) data set, and then improve them for clouds by applying a validated non-spectral cloud removal technique. The improved snow product has been analysed on a seasonal and annual basis against different topographic parameters (aspect, elevation and slope). Our results show a decreasing tendency for the annual average snow cover for the westerlies-influenced basins (upper Indus basin (UIB), Astore, Hunza, Shigar and Shyok) and an increasing tendency for the monsoon-influenced basins (Jhelum, Kabul, Swat and Gilgit). Seasonal average snow cover decreases during winter and autumn, and increases during spring and summer, which is consistent with the observed cooling and warming trends during the respective seasons. Sub-basins at relatively higher latitudes/altitudes show higher variability than basins at lower latitudes/middle altitudes. Northeastern and northwestern aspects feature greater snow cover. The mean end-of-summer regional snow line altitude (SLA) zones range from 3000 to 5000 m a.s.l. for all basins. Our analysis provides an indication of a descending end-of-summer regional SLA zone for most of the studied basins, which is significant for the Shyok and Kabul basins, thus indicating a change in their water resources. Such results are consistent with the observed hydro-climatic data, recently collected local perceptions and glacier mass balances for the investigated period within the UIB. Moreover, our analysis shows a significant correlation between winter season snow cover and the North Atlantic Oscillation (NAO) index of the previous autumn. Similarly, the inter-annual variability of spring season snow cover and spring season precipitation explains well the inter-annual variability of the summer season discharge from most of the basins. These findings indicate some potential for the seasonal stream flow forecast in the region, suggesting snow cover as a possible predictor. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Bath Spa University: ResearchSPAce Western River ENVELOPE(-107.169,-107.169,66.367,66.367) Hydrology and Earth System Sciences 18 10 4077 4100 |
institution |
Open Polar |
collection |
Bath Spa University: ResearchSPAce |
op_collection_id |
ftunivbathspa |
language |
English |
description |
In this paper we assess the snow cover and its dynamics for the western river basins of the Indus River system (IRS) and their sub-basins located in Afghanistan, China, India and Pakistan for the period 2001–2012. First, we validate the Moderate Resolution Imaging Spectroradiometer (MODIS) daily snow products from Terra (MOD10A1) and Aqua (MYD10A1) against the Landsat Thematic Mapper/Enhanced Thematic Mapper plus (TM/ETM+) data set, and then improve them for clouds by applying a validated non-spectral cloud removal technique. The improved snow product has been analysed on a seasonal and annual basis against different topographic parameters (aspect, elevation and slope). Our results show a decreasing tendency for the annual average snow cover for the westerlies-influenced basins (upper Indus basin (UIB), Astore, Hunza, Shigar and Shyok) and an increasing tendency for the monsoon-influenced basins (Jhelum, Kabul, Swat and Gilgit). Seasonal average snow cover decreases during winter and autumn, and increases during spring and summer, which is consistent with the observed cooling and warming trends during the respective seasons. Sub-basins at relatively higher latitudes/altitudes show higher variability than basins at lower latitudes/middle altitudes. Northeastern and northwestern aspects feature greater snow cover. The mean end-of-summer regional snow line altitude (SLA) zones range from 3000 to 5000 m a.s.l. for all basins. Our analysis provides an indication of a descending end-of-summer regional SLA zone for most of the studied basins, which is significant for the Shyok and Kabul basins, thus indicating a change in their water resources. Such results are consistent with the observed hydro-climatic data, recently collected local perceptions and glacier mass balances for the investigated period within the UIB. Moreover, our analysis shows a significant correlation between winter season snow cover and the North Atlantic Oscillation (NAO) index of the previous autumn. Similarly, the inter-annual variability of spring season snow cover and spring season precipitation explains well the inter-annual variability of the summer season discharge from most of the basins. These findings indicate some potential for the seasonal stream flow forecast in the region, suggesting snow cover as a possible predictor. |
format |
Article in Journal/Newspaper |
author |
Hasson, S Lucarini, V Khan, M.R Petitta, M Bolch, T Gioli, G |
spellingShingle |
Hasson, S Lucarini, V Khan, M.R Petitta, M Bolch, T Gioli, G Early 21st century snow cover state over the western river basins of the Indus River system |
author_facet |
Hasson, S Lucarini, V Khan, M.R Petitta, M Bolch, T Gioli, G |
author_sort |
Hasson, S |
title |
Early 21st century snow cover state over the western river basins of the Indus River system |
title_short |
Early 21st century snow cover state over the western river basins of the Indus River system |
title_full |
Early 21st century snow cover state over the western river basins of the Indus River system |
title_fullStr |
Early 21st century snow cover state over the western river basins of the Indus River system |
title_full_unstemmed |
Early 21st century snow cover state over the western river basins of the Indus River system |
title_sort |
early 21st century snow cover state over the western river basins of the indus river system |
publisher |
EGU |
publishDate |
2014 |
url |
http://researchspace.bathspa.ac.uk/13092/ http://researchspace.bathspa.ac.uk/13092/1/13092.pdf https://doi.org/10.5194/hess-18-4077-2014 |
long_lat |
ENVELOPE(-107.169,-107.169,66.367,66.367) |
geographic |
Western River |
geographic_facet |
Western River |
genre |
North Atlantic North Atlantic oscillation |
genre_facet |
North Atlantic North Atlantic oscillation |
op_relation |
http://researchspace.bathspa.ac.uk/13092/1/13092.pdf Hasson, S, Lucarini, V, Khan, M.R, Petitta, M, Bolch, T and Gioli, G (2014) 'Early 21st century snow cover state over the western river basins of the Indus River system.' Hydrology and Earth System Sciences, 18 (10). pp. 4077-4100. ISSN 1607-7938 doi:10.5194/hess-18-4077-2014 |
op_rights |
cc_by |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.5194/hess-18-4077-2014 |
container_title |
Hydrology and Earth System Sciences |
container_volume |
18 |
container_issue |
10 |
container_start_page |
4077 |
op_container_end_page |
4100 |
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1766136338326749184 |