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Atmosphere-Ocean Volume 51, 2013 - Issue 4: From Icefield to Estuary: The Columbia Basin / Du champ de glace à l'estuaire : Le bassin du Columbia
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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

Adam K. Gobena BC Hydro, 6911 Southpoint Drive, Burnaby, British Columbia, CanadaCorrespondence[email protected]
,
Frank A. Weber BC Hydro, 6911 Southpoint Drive, Burnaby, British Columbia, Canada
&
Sean W. Fleming Environment Canada, Pacific and Yukon Region, Vancouver, British Columbia, Canada
Pages 380-391 | Received 16 Jan 2012, Accepted 13 Aug 2012, Published online: 08 Feb 2013

Citations (23)

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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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Sean W. Fleming. (2014) A non-uniqueness problem in the identification of power-law spectral scaling for hydroclimatic time series. Hydrological Sciences Journal 59:1, pages 73-84.
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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.
Crossref
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.
Crossref
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.
Crossref
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.
Crossref
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.
Crossref
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.
Crossref
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.
Crossref

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