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Original Articles

The Role of Large-Scale Climate Modes in Regional Streamflow Variability and Implications for Water Supply Forecasting: A Case Study of the Canadian Columbia River Basin

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Pages 380-391 | Received 16 Jan 2012, Accepted 13 Aug 2012, Published online: 08 Feb 2013

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (4)

Sunil Gurrapu, Kyle R. Hodder, David J. Sauchyn & Jeannine Marie St. Jacques. (2021) Assessment of the ability of the standardized precipitation evapotranspiration index (SPEI) to model historical streamflow in watersheds of Western Canada. Canadian Water Resources Journal / Revue canadienne des ressources hydriques 46:1-2, pages 52-72.
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Janice Brahney, Frank Weber, Vanessa Foord, John Janmaat & Paul Jefferson Curtis. (2017) Evidence for a climate-driven hydrologic regime shift in the Canadian Columbia Basin. Canadian Water Resources Journal / Revue canadienne des ressources hydriques 42:2, pages 179-192.
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Sean W. Fleming & Helen E. Dahlke. (2014) Modulation of linear and nonlinear hydroclimatic dynamics by mountain glaciers in Canada and Norway: Results from information-theoretic polynomial selection. Canadian Water Resources Journal / Revue canadienne des ressources hydriques 39:3, pages 324-341.
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Articles from other publishers (19)

Sean W. Fleming, Lucas Zukiewicz, Michael L. Strobel, Heather Hofman & Angus G. Goodbody. (2023) SNOTEL, the Soil Climate Analysis Network, and water supply forecasting at the Natural Resources Conservation Service: Past, present, and future. JAWRA Journal of the American Water Resources Association 59:4, pages 585-599.
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Sean W. Fleming & David C. Garen. (2022) Simplified Cross‐Validation in Principal Component Regression (PCR) and PCR‐Like Machine Learning for Water Supply Forecasting. JAWRA Journal of the American Water Resources Association 58:4, pages 517-524.
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Sean W. Fleming, David C. Garen, Angus G. Goodbody, Cara S. McCarthy & Lexi C. Landers. (2021) Assessing the new Natural Resources Conservation Service water supply forecast model for the American West: A challenging test of explainable, automated, ensemble artificial intelligence. Journal of Hydrology 602, pages 126782.
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Jun Li, Zhaoli Wang, Xushu Wu, Chong‐Yu Xu, Shenglian Guo, Xiaohong Chen & Zhenxing Zhang. (2021) Robust Meteorological Drought Prediction Using Antecedent SST Fluctuations and Machine Learning. Water Resources Research 57:8.
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Sean W. Fleming, Velimir V. Vesselinov & Angus G. Goodbody. (2021) Augmenting geophysical interpretation of data-driven operational water supply forecast modeling for a western US river using a hybrid machine learning approach. Journal of Hydrology 597, pages 126327.
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F. Wang, G.H. Huang, G.H. Cheng & Y.P. Li. (2021) Impacts of climate variations on non-stationarity of streamflow over Canada. Environmental Research 197, pages 111118.
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Pascal Haegeli, Bret Shandro & Patrick Mair. (2021) Using avalanche problems to examine the effect of large-scale atmosphere–ocean oscillations on avalanche hazard in western Canada. The Cryosphere 15:3, pages 1567-1586.
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Amir M. Moradi, Alireza B. Dariane, Guang Yang & Paul Block. (2020) Long‐range reservoir inflow forecasts using large‐scale climate predictors. International Journal of Climatology 40:13, pages 5429-5450.
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Glenn R. McGregor. (2019) Climate and rivers. River Research and Applications.
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D. Nalley, J. Adamowski, A. Biswas, B. Gharabaghi & W. Hu. (2019) A multiscale and multivariate analysis of precipitation and streamflow variability in relation to ENSO, NAO and PDO. Journal of Hydrology 574, pages 288-307.
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Glenn McGregor. (2017) Hydroclimatology, modes of climatic variability and stream flow, lake and groundwater level variability. Progress in Physical Geography: Earth and Environment 41:4, pages 496-512.
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Justin S Mankin, Daniel Viviroli, Mesfin M Mekonnen, Arjen Y Hoekstra, Radley M Horton, Jason E Smerdon & Noah S Diffenbaugh. (2017) Influence of internal variability on population exposure to hydroclimatic changes. Environmental Research Letters 12:4, pages 044007.
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Ali Nazemi, Howard S. Wheater, Kwok Pan Chun, Barrie Bonsal & Muluneh Mekonnen. (2017) Forms and drivers of annual streamflow variability in the headwaters of Canadian Prairies during the 20th century. Hydrological Processes 31:1, pages 221-239.
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Rajesh R. Shrestha, Markus A. Schnorbus & Daniel L. Peters. (2016) Assessment of a hydrologic model's reliability in simulating flow regime alterations in a changing climate. Hydrological Processes 30:15, pages 2628-2643.
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S.W. Fleming, E. Hood, H.E. Dahlke & S. O'Neel. (2016) Seasonal flows of international British Columbia-Alaska rivers: The nonlinear influence of ocean-atmosphere circulation patterns. Advances in Water Resources 87, pages 42-55.
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Aranildo R. Lima, Alex J. Cannon & William W. Hsieh. (2015) Nonlinear regression in environmental sciences using extreme learning machines: A comparative evaluation. Environmental Modelling & Software 73, pages 175-188.
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Rajesh R. Shrestha, Markus A. Schnorbus & Alex J. Cannon. (2015) A Dynamical Climate Model–Driven Hydrologic Prediction System for the Fraser River, Canada. Journal of Hydrometeorology 16:3, pages 1273-1292.
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S.W. Fleming & M. Barton. (2015) Climate Trends but Little Net Water Supply Shift in One of Canada's Most Water-Stressed Regions over the Last Century. JAWRA Journal of the American Water Resources Association 51:3, pages 833-841.
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Markus A. Schnorbus & Alex J. Cannon. (2014) Statistical emulation of streamflow projections from a distributed hydrological model: Application to CMIP3 and CMIP5 climate projections for British Columbia, Canada. Water Resources Research 50:11, pages 8907-8926.
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