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The spatial extent of hydrological and landscape changes across the mountains and prairies of Canada in the Mackenzie and Nelson River basins based on data from a warm-season time window

  • University of Saskatchewan
  • Simon Fraser University
  • Environment and Climate Change Canada

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

East of the Continental Divide in the cold interior of Western Canada, the Mackenzie and Nelson River basins have some of the world's most extreme and variable climates, and the warming climate is changing the landscape, vegetation, cryosphere, and hydrology. Available data consist of streamflow records from a large number (395) of natural (unmanaged) gauged basins, where flow may be perennial or temporary, collected either year-round or during only the warm season, for a different series of years between 1910 and 2012. An annual warm-season time window where observations were available across all stations was used to classify (1) streamflow regime and (2) seasonal trend patterns. Streamflow trends were compared to changes in satellite Normalized Difference Indices.

Clustering using dynamic time warping, which overcomes differences in streamflow timing due to latitude or elevation, identified 12 regime types. Streamflow regime types exhibit a strong connection to location; there is a strong distinction between mountains and plains and associated with ecozones. Clustering of seasonal trends resulted in six trend patterns that also follow a distinct spatial organization. The trend patterns include one with decreasing streamflow, four with different patterns of increasing streamflow, and one without structure. The spatial patterns of trends in mean, minimum, and maximum of Normalized Difference Indices of water and snow (NDWI and NDSI) were similar to each other but different from Normalized Difference Index of vegetation (NDVI) trends. Regime types, trend patterns, and satellite indices trends each showed spatially coherent patterns separating the Canadian Rockies and other mountain ranges in the west from the poorly defined drainage basins in the east and north. Three specific areas of change were identified: (i) in the mountains and cold taiga-covered subarctic, streamflow and greenness were increasing while wetness and snowcover were decreasing, (ii) in the forested Boreal Plains, particularly in the mountainous west, streamflows and greenness were decreasing but wetness and snowcover were not changing, and (iii) in the semi-arid to sub-humid agricultural Prairies, three patterns of increasing streamflow and an increase in the wetness index were observed. The largest changes in streamflow occurred in the eastern Canadian Prairies.

Original languageEnglish
Pages (from-to)2513-2541
Number of pages29
JournalHydrology and Earth System Sciences
Volume25
Issue number5
DOIs
Publication statusPublished - 18 May 2021

Bibliographical note

Funding Information:
Acknowledgements. Funding was provided by the Natural Science and Engineering Research Council of Canada through Discovery Grants, through the Changing Cold Regions Network, and by the Canada Research Chairs, the Canada Excellence Research Chairs programs and the Global Water Futures program. Streamflow data were obtained from Water Survey of Canada (Environment and Climate Change Canada). Satellite imagery was provided by NASA, USGS, and NOAA through Google Earth Engine. We appreciate being able to use the R packages identified in the methods and the contributions of many people to the CSHShydRology package and to the R Development Core Team. The comments and suggestions of the editor, two anonymous reviewers, and Malcolm Clark are greatly appreciated. Jim Freer provided welcome comments and advice during the review process. Chris DeBeer and Ajay Bajracharya kindly provided the basin shapefiles. Finally, we appreciate the enthusiastic support of colleagues in the members of the Changing Cold Regions Network who commented and made suggestions throughout this study.

Publisher Copyright:
© Author(s) 2021. This work is distributed under the Creative Commons Attribution 4.0 License.

Funding

Acknowledgements. Funding was provided by the Natural Science and Engineering Research Council of Canada through Discovery Grants, through the Changing Cold Regions Network, and by the Canada Research Chairs, the Canada Excellence Research Chairs programs and the Global Water Futures program. Streamflow data were obtained from Water Survey of Canada (Environment and Climate Change Canada). Satellite imagery was provided by NASA, USGS, and NOAA through Google Earth Engine. We appreciate being able to use the R packages identified in the methods and the contributions of many people to the CSHShydRology package and to the R Development Core Team. The comments and suggestions of the editor, two anonymous reviewers, and Malcolm Clark are greatly appreciated. Jim Freer provided welcome comments and advice during the review process. Chris DeBeer and Ajay Bajracharya kindly provided the basin shapefiles. Finally, we appreciate the enthusiastic support of colleagues in the members of the Changing Cold Regions Network who commented and made suggestions throughout this study.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 13 - Climate Action
    SDG 13 Climate Action

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