High Resolution Hydro-climatological Projections for Western Canada

Accurate identification of the impact of global warming on water resources and hydro-climatic extremes represents a significant challenge to the understanding of climate change on the regional scale. Here an analysis of hydro-climatic changes in western Canada is presented, with specific focus on th...

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Main Author: Erler, Andre Richard
Other Authors: Peltier, William R, Physics
Format: Thesis
Language:unknown
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/1807/70929
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spelling ftunivtoronto:oai:localhost:1807/70929 2023-05-15T15:26:04+02:00 High Resolution Hydro-climatological Projections for Western Canada Erler, Andre Richard Peltier, William R Physics 2016-01-13T05:08:19Z http://hdl.handle.net/1807/70929 unknown http://hdl.handle.net/1807/70929 Dynamical Downscaling Extreme Value Analysis Hydro-climatology Precipitation Regional Climate Western Canada 0404 Thesis 2016 ftunivtoronto 2020-06-17T11:57:43Z Accurate identification of the impact of global warming on water resources and hydro-climatic extremes represents a significant challenge to the understanding of climate change on the regional scale. Here an analysis of hydro-climatic changes in western Canada is presented, with specific focus on the Fraser and Athabasca River basins and on changes in hydro-climatic extremes. The analysis is based on a suite of simulations designed to characterize internal variability, as well as model uncertainty. A small ensemble of Community Earth System Model version 1 (CESM1) simulations was employed to generate global climate projections, which were downscaled to 10 km resolution using the Weather Research and Forecasting model (WRF V3.4.1) with several sets of physical parameterizations. Downscaling was performed for a historical validation period and a mid- and end-21st-century projection period, using the RCP8.5 greenhouse gas trajectory. Daily station observations and monthly gridded datasets were used for validation. Changes in hydro-climatic extremes are characterized using Extreme Value Analysis. A novel method of aggregating data from climatologically similar stations was employed to increase the statistical power of the analysis. Changes in mean and extreme precipitation are found to differ strongly between seasons and regions, but (relative) changes in extremes generally follow changes in the (seasonal) mean. At the end of the 21st century, precipitation and precipitation extremes are projected to increase by 30% at the coast in fall and land-inwards in winter, while the projected increase in summer precipitation is smaller and changes in extremes are often not statistically significant. Reasons for the differences between seasons, the role of precipitation recycling in atmospheric water transport, and the sensitivity to physics parameterizations are discussed. Major changes are projected for the Fraser River basin, including earlier snowmelt and a 50% reduction in peak runoff. Combined with higher evapotranspiration, a significant increase in late summer drought risk is likely, but increasing fall precipitation might also increase the risk of moderate flooding. In the Athabasca River basin, increasing winter precipitation and snowmelt is balanced by increasing evapotranspiration in summer and no significant change in flood or drought risk is projected. Ph.D. Thesis Athabasca River University of Toronto: Research Repository T-Space Athabasca River Canada Fraser River ENVELOPE(-62.243,-62.243,56.619,56.619)
institution Open Polar
collection University of Toronto: Research Repository T-Space
op_collection_id ftunivtoronto
language unknown
topic Dynamical Downscaling
Extreme Value Analysis
Hydro-climatology
Precipitation
Regional Climate
Western Canada
0404
spellingShingle Dynamical Downscaling
Extreme Value Analysis
Hydro-climatology
Precipitation
Regional Climate
Western Canada
0404
Erler, Andre Richard
High Resolution Hydro-climatological Projections for Western Canada
topic_facet Dynamical Downscaling
Extreme Value Analysis
Hydro-climatology
Precipitation
Regional Climate
Western Canada
0404
description Accurate identification of the impact of global warming on water resources and hydro-climatic extremes represents a significant challenge to the understanding of climate change on the regional scale. Here an analysis of hydro-climatic changes in western Canada is presented, with specific focus on the Fraser and Athabasca River basins and on changes in hydro-climatic extremes. The analysis is based on a suite of simulations designed to characterize internal variability, as well as model uncertainty. A small ensemble of Community Earth System Model version 1 (CESM1) simulations was employed to generate global climate projections, which were downscaled to 10 km resolution using the Weather Research and Forecasting model (WRF V3.4.1) with several sets of physical parameterizations. Downscaling was performed for a historical validation period and a mid- and end-21st-century projection period, using the RCP8.5 greenhouse gas trajectory. Daily station observations and monthly gridded datasets were used for validation. Changes in hydro-climatic extremes are characterized using Extreme Value Analysis. A novel method of aggregating data from climatologically similar stations was employed to increase the statistical power of the analysis. Changes in mean and extreme precipitation are found to differ strongly between seasons and regions, but (relative) changes in extremes generally follow changes in the (seasonal) mean. At the end of the 21st century, precipitation and precipitation extremes are projected to increase by 30% at the coast in fall and land-inwards in winter, while the projected increase in summer precipitation is smaller and changes in extremes are often not statistically significant. Reasons for the differences between seasons, the role of precipitation recycling in atmospheric water transport, and the sensitivity to physics parameterizations are discussed. Major changes are projected for the Fraser River basin, including earlier snowmelt and a 50% reduction in peak runoff. Combined with higher evapotranspiration, a significant increase in late summer drought risk is likely, but increasing fall precipitation might also increase the risk of moderate flooding. In the Athabasca River basin, increasing winter precipitation and snowmelt is balanced by increasing evapotranspiration in summer and no significant change in flood or drought risk is projected. Ph.D.
author2 Peltier, William R
Physics
format Thesis
author Erler, Andre Richard
author_facet Erler, Andre Richard
author_sort Erler, Andre Richard
title High Resolution Hydro-climatological Projections for Western Canada
title_short High Resolution Hydro-climatological Projections for Western Canada
title_full High Resolution Hydro-climatological Projections for Western Canada
title_fullStr High Resolution Hydro-climatological Projections for Western Canada
title_full_unstemmed High Resolution Hydro-climatological Projections for Western Canada
title_sort high resolution hydro-climatological projections for western canada
publishDate 2016
url http://hdl.handle.net/1807/70929
long_lat ENVELOPE(-62.243,-62.243,56.619,56.619)
geographic Athabasca River
Canada
Fraser River
geographic_facet Athabasca River
Canada
Fraser River
genre Athabasca River
genre_facet Athabasca River
op_relation http://hdl.handle.net/1807/70929
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