Runoff Projection from an Alpine Watershed in Western Canada: Application of a Snowmelt Runoff Model

The rising global temperature is shifting the runoff patterns of snowmelt-dominated alpine watersheds, resulting in increased cold season flows, earlier spring peak flows, and reduced summer runoff. Projections of future runoff are beneficial in preparing for the anticipated changes in streamflow re...

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Published in:Water
Main Authors: Kyle Siemens, Yonas Dibike, Rajesh Shrestha, Terry Prowse
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2021
Subjects:
Online Access:https://doi.org/10.3390/w13091199
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author Kyle Siemens
Yonas Dibike
Rajesh Shrestha
Terry Prowse
author_facet Kyle Siemens
Yonas Dibike
Rajesh Shrestha
Terry Prowse
author_sort Kyle Siemens
collection MDPI Open Access Publishing
container_issue 9
container_start_page 1199
container_title Water
container_volume 13
description The rising global temperature is shifting the runoff patterns of snowmelt-dominated alpine watersheds, resulting in increased cold season flows, earlier spring peak flows, and reduced summer runoff. Projections of future runoff are beneficial in preparing for the anticipated changes in streamflow regimes. This study applied the degree–day Snowmelt Runoff Model (SRM) in combination with the MODIS to remotely sense snow cover observations for modeling the snowmelt runoff response of the Upper Athabasca River Basin in western Canada. After assessing its ability to simulate the observed historical flows, the SRM was applied for projecting future runoff in the basin. The inclusion of a spatial and temporal variation in the degree–day factor (DDF) and separation of the DDF for glaciated and non-glaciated areas were found to be important for improved simulation of varying snow conditions over multiple years. The SRM simulations, driven by an ensemble of six statistically downscaled GCM runs under the RCP8.5 scenario for the future period (2070–2080), show a consistent pattern in projected runoff change, with substantial increases in May runoff, smaller increases over the winter months, and decreased runoff in the summer months (June–August). Despite the SRM’s relative simplicity and requirement of only a few input variables, the model performed well in simulating historical flows, and provides runoff projections consistent with historical trends and previous modeling studies.
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genre Athabasca River
genre_facet Athabasca River
geographic Athabasca River
Canada
geographic_facet Athabasca River
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spelling ftmdpi:oai:mdpi.com:/2073-4441/13/9/1199/ 2025-01-16T20:56:55+00:00 Runoff Projection from an Alpine Watershed in Western Canada: Application of a Snowmelt Runoff Model Kyle Siemens Yonas Dibike Rajesh Shrestha Terry Prowse agris 2021-04-26 application/pdf https://doi.org/10.3390/w13091199 EN eng Multidisciplinary Digital Publishing Institute Hydrology https://dx.doi.org/10.3390/w13091199 https://creativecommons.org/licenses/by/4.0/ Water; Volume 13; Issue 9; Pages: 1199 Snowmelt Runoff Model (SRM) climate change degree–day Upper Athabasca River Basin hydrology MODIS Text 2021 ftmdpi https://doi.org/10.3390/w13091199 2023-08-01T01:35:24Z The rising global temperature is shifting the runoff patterns of snowmelt-dominated alpine watersheds, resulting in increased cold season flows, earlier spring peak flows, and reduced summer runoff. Projections of future runoff are beneficial in preparing for the anticipated changes in streamflow regimes. This study applied the degree–day Snowmelt Runoff Model (SRM) in combination with the MODIS to remotely sense snow cover observations for modeling the snowmelt runoff response of the Upper Athabasca River Basin in western Canada. After assessing its ability to simulate the observed historical flows, the SRM was applied for projecting future runoff in the basin. The inclusion of a spatial and temporal variation in the degree–day factor (DDF) and separation of the DDF for glaciated and non-glaciated areas were found to be important for improved simulation of varying snow conditions over multiple years. The SRM simulations, driven by an ensemble of six statistically downscaled GCM runs under the RCP8.5 scenario for the future period (2070–2080), show a consistent pattern in projected runoff change, with substantial increases in May runoff, smaller increases over the winter months, and decreased runoff in the summer months (June–August). Despite the SRM’s relative simplicity and requirement of only a few input variables, the model performed well in simulating historical flows, and provides runoff projections consistent with historical trends and previous modeling studies. Text Athabasca River MDPI Open Access Publishing Athabasca River Canada Water 13 9 1199
spellingShingle Snowmelt Runoff Model (SRM)
climate change
degree–day
Upper Athabasca River Basin
hydrology
MODIS
Kyle Siemens
Yonas Dibike
Rajesh Shrestha
Terry Prowse
Runoff Projection from an Alpine Watershed in Western Canada: Application of a Snowmelt Runoff Model
title Runoff Projection from an Alpine Watershed in Western Canada: Application of a Snowmelt Runoff Model
title_full Runoff Projection from an Alpine Watershed in Western Canada: Application of a Snowmelt Runoff Model
title_fullStr Runoff Projection from an Alpine Watershed in Western Canada: Application of a Snowmelt Runoff Model
title_full_unstemmed Runoff Projection from an Alpine Watershed in Western Canada: Application of a Snowmelt Runoff Model
title_short Runoff Projection from an Alpine Watershed in Western Canada: Application of a Snowmelt Runoff Model
title_sort runoff projection from an alpine watershed in western canada: application of a snowmelt runoff model
topic Snowmelt Runoff Model (SRM)
climate change
degree–day
Upper Athabasca River Basin
hydrology
MODIS
topic_facet Snowmelt Runoff Model (SRM)
climate change
degree–day
Upper Athabasca River Basin
hydrology
MODIS
url https://doi.org/10.3390/w13091199