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...
Published in: | Water |
---|---|
Main Authors: | , , , |
Format: | Text |
Language: | English |
Published: |
Multidisciplinary Digital Publishing Institute
2021
|
Subjects: | |
Online Access: | https://doi.org/10.3390/w13091199 |
_version_ | 1821851232290996224 |
---|---|
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. |
format | Text |
genre | Athabasca River |
genre_facet | Athabasca River |
geographic | Athabasca River Canada |
geographic_facet | Athabasca River Canada |
id | ftmdpi:oai:mdpi.com:/2073-4441/13/9/1199/ |
institution | Open Polar |
language | English |
op_collection_id | ftmdpi |
op_coverage | agris |
op_doi | https://doi.org/10.3390/w13091199 |
op_relation | Hydrology https://dx.doi.org/10.3390/w13091199 |
op_rights | https://creativecommons.org/licenses/by/4.0/ |
op_source | Water; Volume 13; Issue 9; Pages: 1199 |
publishDate | 2021 |
publisher | Multidisciplinary Digital Publishing Institute |
record_format | openpolar |
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 |