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Hydrological Sciences Journal Volume 64, 2019 - Issue 9
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Articles

Estimating flood quantiles at ungauged sites using nonparametric regression methods with spatial components

Martin DurocherDepartment of Civil and Environmental Engineering, University of Waterloo, Waterloo, Ontario, CanadaCorrespondence[email protected]
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,
Donald H. BurnDepartment of Civil and Environmental Engineering, University of Waterloo, Waterloo, Ontario, CanadaView further author information
,
Shabnam Mostofi ZadehDepartment of Civil and Environmental Engineering, University of Waterloo, Waterloo, Ontario, CanadaView further author information
&
Fahim AshkarDepartment of Mathematics and Statistics, University of Moncton, Moncton, New Brunswick, CanadaView further author information
Pages 1056-1070 | Received 26 Sep 2018, Accepted 05 Apr 2019, Published online: 13 Jun 2019

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Simone Persiano, Jose Luis Salinas, Jery Russell Stedinger, William H. Farmer, David Lun, Alberto Viglione, Günter Blöschl & Attilio Castellarin. (2021) A comparison between generalized least squares regression and top-kriging for homogeneous cross-correlated flood regions. Hydrological Sciences Journal 66:4, pages 565-579.
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Hui Wu, Huazhu Xue, Guotao Dong, Jianjun Gao, Yaokang Lian & Zichuang Li. (2024) Runoff variation in midstream Hei River, northwest China: Characteristics and driving factors analysis. Journal of Hydrology: Regional Studies 53, pages 101764.
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Sabrina Ali & Ataur Rahman. (2022) Development of a kriging-based regional flood frequency analysis technique for South-East Australia. Natural Hazards 114:3, pages 2739-2765.
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Mohammad Jamali, Alireza Gohari, Armita Motamedi & Ali Torabi Haghighi. (2022) Spatiotemporal Changes in Air Temperature and Precipitation Extremes over Iran. Water 14:21, pages 3465.
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Verónica Ruiz-Ortiz, Jorge M. G. P. Isidoro, Helena Maria Fernandez, Fernando M. Granja-Martins & Santiago García-López. (2022) Mapping the spatial variability of rainfall from a physiographic-based multilinear regression: model development and application to the Southwestern Iberian Peninsula. Environmental Monitoring and Assessment 194:10.
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K. G. Kiran & V. V. Srinivas. (2021) Distributional Regression Forests Approach to Regional Frequency Analysis With Partial Duration Series. Water Resources Research 57:10.
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Ziyang Zhang & Tricia A. Stadnyk. (2020) Investigation of Attributes for Identifying Homogeneous Flood Regions for Regional Flood Frequency Analysis in Canada. Water 12:9, pages 2570.
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Abhishekh Srivastava, Richard Grotjahn, Paul A. Ullrich & Mark Risser. (2019) A unified approach to evaluating precipitation frequency estimates with uncertainty quantification: Application to Florida and California watersheds. Journal of Hydrology 578, pages 124095.
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