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Canadian Water Resources Journal / Revue canadienne des ressources hydriques Volume 37, 2012 - Issue 3
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Commentary

Invited Commentary: Themes and Issues from the Workshop Operational River Flow and Water Supply Forecasting

Frank Weber BC Hydro, Burnaby, BC V3N 4X8.; *Member of CWRA, CSHS.
,
David Garen US Department of Agriculture, Natural Resources Conservation Service, National Water and Climate Center, Portland, OR 97232.; *Member of CWRA, CSHS.
&
Adam Gobena BC Hydro, Burnaby, BC V3N 4X8.; *Member of CWRA, CSHS.
Pages 151-161 | Published online: 23 Jan 2013

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V. Fortin, G. Roy, T. Stadnyk, K. Koenig, N. Gasset & A. Mahidjiba. (2018) Ten Years of Science Based on the Canadian Precipitation Analysis: A CaPA System Overview and Literature Review. Atmosphere-Ocean 56:3, pages 178-196.
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Articles from other publishers (11)

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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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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Lauren M. Fry, Deanna Apps & Andrew D. Gronewold. (2020) Operational Seasonal Water Supply and Water Level Forecasting for the Laurentian Great Lakes. Journal of Water Resources Planning and Management 146:9.
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Sean W. Fleming & Angus G. Goodbody. (2019) A Machine Learning Metasystem for Robust Probabilistic Nonlinear Regression-Based Forecasting of Seasonal Water Availability in the US West. IEEE Access 7, pages 119943-119964.
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Geoff Pegram, Damien Raynaud, Eric Sprokkereef, Martin Ebel, Silke Rademacher, Jonas Olsson, Cristina Alionte-Eklund, Barbro Johansson, Göran Lindström & Henrik Spångmyr. 2019. Handbook of Hydrometeorological Ensemble Forecasting. Handbook of Hydrometeorological Ensemble Forecasting 1047 1092 .
Joel W. Trubilowicz & R. Dan Moore. (2017) Quantifying the role of the snowpack in generating water available for run-off during rain-on-snow events from snow pillow records. Hydrological Processes 31:23, pages 4136-4150.
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Pablo A. Mendoza, Andrew W. Wood, Elizabeth Clark, Eric Rothwell, Martyn P. Clark, Bart Nijssen, Levi D. Brekke & Jeffrey R. Arnold. (2017) An intercomparison of approaches for improving operational seasonal streamflow forecasts. Hydrology and Earth System Sciences 21:7, pages 3915-3935.
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Geoff Pegram, Damien Raynaud, Eric Sprokkereef, Martin Ebel, Silke Rademacher, Jonas Olsson, Cristina Alionte-Eklund, Barbro Johansson, Göran Lindström & Henrik Spångmyr. 2016. Handbook of Hydrometeorological Ensemble Forecasting. Handbook of Hydrometeorological Ensemble Forecasting 1 46 .
Thomas C. Pagano, Andrew W. Wood, Maria-Helena Ramos, Hannah L. Cloke, Florian Pappenberger, Martyn P. Clark, Michael Cranston, Dmitri Kavetski, Thibault Mathevet, Soroosh Sorooshian & Jan S. Verkade. (2014) Challenges of Operational River Forecasting. Journal of Hydrometeorology 15:4, pages 1692-1707.
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