Future evolution and uncertainty of river flow regime change in a deglaciating river basin
The flow regimes of glacier-fed rivers are sensitive to climate change due to strong climate–cryosphere–hydrosphere interactions. Previous modelling studies have projected changes in annual and seasonal flow magnitude but neglect other changes in river flow regime that also have socio-economic and e...
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ftdoajarticles:oai:doaj.org/article:906a9f5406004ed7b060b5aac41e77f0 2023-05-15T16:21:47+02:00 Future evolution and uncertainty of river flow regime change in a deglaciating river basin J. D. Mackay N. E. Barrand D. M. Hannah S. Krause C. R. Jackson J. Everest G. Aðalgeirsdóttir A. R. Black 2019-04-01T00:00:00Z https://doi.org/10.5194/hess-23-1833-2019 https://doaj.org/article/906a9f5406004ed7b060b5aac41e77f0 EN eng Copernicus Publications https://www.hydrol-earth-syst-sci.net/23/1833/2019/hess-23-1833-2019.pdf https://doaj.org/toc/1027-5606 https://doaj.org/toc/1607-7938 doi:10.5194/hess-23-1833-2019 1027-5606 1607-7938 https://doaj.org/article/906a9f5406004ed7b060b5aac41e77f0 Hydrology and Earth System Sciences, Vol 23, Pp 1833-1865 (2019) Technology T Environmental technology. Sanitary engineering TD1-1066 Geography. Anthropology. Recreation G Environmental sciences GE1-350 article 2019 ftdoajarticles https://doi.org/10.5194/hess-23-1833-2019 2022-12-31T00:15:07Z The flow regimes of glacier-fed rivers are sensitive to climate change due to strong climate–cryosphere–hydrosphere interactions. Previous modelling studies have projected changes in annual and seasonal flow magnitude but neglect other changes in river flow regime that also have socio-economic and environmental impacts. This study employs a signature-based analysis of climate change impacts on the river flow regime for the deglaciating Virkisá river basin in southern Iceland. Twenty-five metrics (signatures) are derived from 21st century projections of river flow time series to evaluate changes in different characteristics (magnitude, timing and variability) of river flow regime over sub-daily to decadal timescales. The projections are produced by a model chain that links numerical models of climate and glacio-hydrology. Five components of the model chain are perturbed to represent their uncertainty including the emission scenario, numerical climate model, downscaling procedure, snow/ice melt model and runoff-routing model. The results show that the magnitude, timing and variability of glacier-fed river flows over a range of timescales will change in response to climate change. For most signatures there is high confidence in the direction of change, but the magnitude is uncertain. A decomposition of the projection uncertainties using analysis of variance (ANOVA) shows that all five perturbed model chain components contribute to projection uncertainty, but their relative contributions vary across the signatures of river flow. For example, the numerical climate model is the dominant source of uncertainty for projections of high-magnitude, quick-release flows, while the runoff-routing model is most important for signatures related to low-magnitude, slow-release flows. The emission scenario dominates mean monthly flow projection uncertainty, but during the transition from the cold to melt season (April and May) the snow/ice melt model contributes up to 23 % of projection uncertainty. Signature-based decompositions ... Article in Journal/Newspaper glacier Iceland Directory of Open Access Journals: DOAJ Articles Hydrology and Earth System Sciences 23 4 1833 1865 |
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Open Polar |
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Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Technology T Environmental technology. Sanitary engineering TD1-1066 Geography. Anthropology. Recreation G Environmental sciences GE1-350 |
spellingShingle |
Technology T Environmental technology. Sanitary engineering TD1-1066 Geography. Anthropology. Recreation G Environmental sciences GE1-350 J. D. Mackay N. E. Barrand D. M. Hannah S. Krause C. R. Jackson J. Everest G. Aðalgeirsdóttir A. R. Black Future evolution and uncertainty of river flow regime change in a deglaciating river basin |
topic_facet |
Technology T Environmental technology. Sanitary engineering TD1-1066 Geography. Anthropology. Recreation G Environmental sciences GE1-350 |
description |
The flow regimes of glacier-fed rivers are sensitive to climate change due to strong climate–cryosphere–hydrosphere interactions. Previous modelling studies have projected changes in annual and seasonal flow magnitude but neglect other changes in river flow regime that also have socio-economic and environmental impacts. This study employs a signature-based analysis of climate change impacts on the river flow regime for the deglaciating Virkisá river basin in southern Iceland. Twenty-five metrics (signatures) are derived from 21st century projections of river flow time series to evaluate changes in different characteristics (magnitude, timing and variability) of river flow regime over sub-daily to decadal timescales. The projections are produced by a model chain that links numerical models of climate and glacio-hydrology. Five components of the model chain are perturbed to represent their uncertainty including the emission scenario, numerical climate model, downscaling procedure, snow/ice melt model and runoff-routing model. The results show that the magnitude, timing and variability of glacier-fed river flows over a range of timescales will change in response to climate change. For most signatures there is high confidence in the direction of change, but the magnitude is uncertain. A decomposition of the projection uncertainties using analysis of variance (ANOVA) shows that all five perturbed model chain components contribute to projection uncertainty, but their relative contributions vary across the signatures of river flow. For example, the numerical climate model is the dominant source of uncertainty for projections of high-magnitude, quick-release flows, while the runoff-routing model is most important for signatures related to low-magnitude, slow-release flows. The emission scenario dominates mean monthly flow projection uncertainty, but during the transition from the cold to melt season (April and May) the snow/ice melt model contributes up to 23 % of projection uncertainty. Signature-based decompositions ... |
format |
Article in Journal/Newspaper |
author |
J. D. Mackay N. E. Barrand D. M. Hannah S. Krause C. R. Jackson J. Everest G. Aðalgeirsdóttir A. R. Black |
author_facet |
J. D. Mackay N. E. Barrand D. M. Hannah S. Krause C. R. Jackson J. Everest G. Aðalgeirsdóttir A. R. Black |
author_sort |
J. D. Mackay |
title |
Future evolution and uncertainty of river flow regime change in a deglaciating river basin |
title_short |
Future evolution and uncertainty of river flow regime change in a deglaciating river basin |
title_full |
Future evolution and uncertainty of river flow regime change in a deglaciating river basin |
title_fullStr |
Future evolution and uncertainty of river flow regime change in a deglaciating river basin |
title_full_unstemmed |
Future evolution and uncertainty of river flow regime change in a deglaciating river basin |
title_sort |
future evolution and uncertainty of river flow regime change in a deglaciating river basin |
publisher |
Copernicus Publications |
publishDate |
2019 |
url |
https://doi.org/10.5194/hess-23-1833-2019 https://doaj.org/article/906a9f5406004ed7b060b5aac41e77f0 |
genre |
glacier Iceland |
genre_facet |
glacier Iceland |
op_source |
Hydrology and Earth System Sciences, Vol 23, Pp 1833-1865 (2019) |
op_relation |
https://www.hydrol-earth-syst-sci.net/23/1833/2019/hess-23-1833-2019.pdf https://doaj.org/toc/1027-5606 https://doaj.org/toc/1607-7938 doi:10.5194/hess-23-1833-2019 1027-5606 1607-7938 https://doaj.org/article/906a9f5406004ed7b060b5aac41e77f0 |
op_doi |
https://doi.org/10.5194/hess-23-1833-2019 |
container_title |
Hydrology and Earth System Sciences |
container_volume |
23 |
container_issue |
4 |
container_start_page |
1833 |
op_container_end_page |
1865 |
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1766009768767389696 |