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DOI10.1029/2019WR024935
High-Resolution Snowline Delineation From Landsat Imagery to Infer Snow Cover Controls in a Himalayan Catchment
Girona-Mata, Marc1; Miles, Evan S.2; Ragettli, Silvan3; Pellicciotti, Francesca2,4
2019-08-01
发表期刊WATER RESOURCES RESEARCH
ISSN0043-1397
EISSN1944-7973
出版年2019
卷号55期号:8页码:6754-6772
文章类型Article
语种英语
国家Switzerland; England
英文摘要

The snow cover dynamics of High Mountain Asia are usually assessed at spatial resolutions of 250 m or greater, but this scale is too coarse to clearly represent the rugged topography common to the region. Higher-resolution measurement of snow-covered area often results in biased sampling due to cloud cover and deep shadows. We therefore develop a Normalized Difference Snow Index-based workflow to delineate snow lines from Landsat Thematic Mapper/Enhanced Thematic Mapper+ imagery and apply it to the upper Langtang Valley in Nepal, processing 194 scenes spanning 1999 to 2013. For each scene, we determine the spatial distribution of snow line altitudes (SLAs) with respect to aspect and across six subcatchments. Our results show that the mean SLA exhibits distinct seasonal behavior based on aspect and subcatchment position. We find that SLA dynamics respond to spatial and seasonal trade-offs in precipitation, temperature, and solar radiation, which act as primary controls. We identify two SLA spatial gradients, which we attribute to the effect of spatially variable precipitation. Our results also reveal that aspect-related SLA differences vary seasonally and are influenced by solar radiation. In terms of seasonal dominant controls, we demonstrate that the snow line is controlled by snow precipitation in winter, melt in premonsoon, a combination of both in postmonsoon, and temperature in monsoon, explaining to a large extent the spatial and seasonal variability of the SLA in the upper Langtang Valley. We conclude that while SLA and snow-covered area are complementary metrics, the SLA has a strong potential for understanding local-scale snow cover dynamics and their controlling mechanisms.


领域资源环境
收录类别SCI-E
WOS记录号WOS:000490973700023
WOS关键词TRANSIENT SNOWLINE ; AIR-TEMPERATURE ; SOLAR-RADIATION ; RIVER-BASIN ; GLACIER ; VARIABILITY ; RUNOFF ; PRECIPITATION ; ELEVATION ; ALTITUDE
WOS类目Environmental Sciences ; Limnology ; Water Resources
WOS研究方向Environmental Sciences & Ecology ; Marine & Freshwater Biology ; Water Resources
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/185863
专题资源环境科学
作者单位1.Swiss Fed Inst Technol, Inst Environm Engn, Zurich, Switzerland;
2.Swiss Fed Res Inst WSL, Birmensdorf, Switzerland;
3.Hydrosolutions Ltd, Zurich, Switzerland;
4.Northumbria Univ, Dept Geog, Newcastle Upon Tyne, Tyne & Wear, England
推荐引用方式
GB/T 7714
Girona-Mata, Marc,Miles, Evan S.,Ragettli, Silvan,et al. High-Resolution Snowline Delineation From Landsat Imagery to Infer Snow Cover Controls in a Himalayan Catchment[J]. WATER RESOURCES RESEARCH,2019,55(8):6754-6772.
APA Girona-Mata, Marc,Miles, Evan S.,Ragettli, Silvan,&Pellicciotti, Francesca.(2019).High-Resolution Snowline Delineation From Landsat Imagery to Infer Snow Cover Controls in a Himalayan Catchment.WATER RESOURCES RESEARCH,55(8),6754-6772.
MLA Girona-Mata, Marc,et al."High-Resolution Snowline Delineation From Landsat Imagery to Infer Snow Cover Controls in a Himalayan Catchment".WATER RESOURCES RESEARCH 55.8(2019):6754-6772.
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