Alex J. Cannon

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William W. HsiehDepartment of Earth, Ocean and Atmospheric Sciences, University of British ColumbiaAdresse e-mail validée de eos.ubc.ca
Trevor MurdockClimate Scientist, University of VictoriaAdresse e-mail validée de morethansolutions.com
Arelia T. WernerHydrologist, Pacific Climate Impacts Consortium, University of VictoriaAdresse e-mail validée de uvic.ca
Xuebin ZhangUniversity of VictoriaAdresse e-mail validée de uvic.ca
Aranildo R. LimaEnvironment and Climate Change CanadaAdresse e-mail validée de ec.gc.ca
Dae Il Jeong, Ph.D., P.EngEnvironment and Climate Change CanadaAdresse e-mail validée de canada.ca
Budong QianResearch ScientistAdresse e-mail validée de canada.ca
Megan C. Kirchmeier-YoungEnvironment and Climate Change CanadaAdresse e-mail validée de canada.ca
Rajesh R ShresthaResearch Scientist, Environment and Climate Change CanadaAdresse e-mail validée de uvic.ca
Nathan GillettCCCma, Environment and Climate Change CanadaAdresse e-mail validée de canada.ca
Mohammad Reza NajafiAssociate Professor, University of Western OntarioAdresse e-mail validée de uwo.ca
Colin R. MahonyResearch Climatologist, BC Ministry of Forests, Lands, Natural Resource Operations and RuralAdresse e-mail validée de gov.bc.ca
Diana AllenProfessor, Simon Fraser UniversityAdresse e-mail validée de sfu.ca
Jacek ScibekVisiting Researcher, Kyoto University / PhD Graduate, McGill UniversityAdresse e-mail validée de mail.mcgill.ca
Barrie BonsalEnvironment CanadaAdresse e-mail validée de canada.ca
Kerstin StahlUniversity of FreiburgAdresse e-mail validée de hydrology.uni-freiburg.de
Gerd BürgerPotsdam UniversityAdresse e-mail validée de uni-potsdam.de
Kabir RasouliUniversity of British ColumbiaAdresse e-mail validée de ubc.ca
Silvia InnocentiEnvironment and Climate Change CanadaAdresse e-mail validée de canada.ca
Ward N. SmithResearch Scientist, Agroecosystem Modelling, Agriculture and Agri-Food CanadaAdresse e-mail validée de canada.ca

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Alex J. Cannon

Research Scientist, Climate Research Division, Environment and Climate Change Canada

Adresse e-mail validée de ec.gc.ca - Page d'accueil

climate extremes applied climatology hydroclimatology bias correction environmental data science


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Bias correction of GCM precipitation by quantile mapping: how well do methods preserve changes in quantiles and extremes? AJ Cannon, SR Sobie, TQ Murdock Journal of Climate 28 (17), 6938-6959, 2015	941	2015
Multivariate quantile mapping bias correction: an N-dimensional probability density function transform for climate model simulations of multiple variables AJ Cannon Climate Dynamics 50 (1-2), 31-49, 2018	392	2018
Quantile regression neural networks: Implementation in R and application to precipitation downscaling AJ Cannon Computers & Geosciences, 2011	369	2011
Groundwater-surface water interaction under scenarios of climate change using a high-resolution transient groundwater model J Scibek, DM Allen, AJ Cannon, PH Whitfield Journal of Hydrology 333 (2-4), 165-181, 2007	303	2007
Coupled modelling of glacier and streamflow response to future climate scenarios K Stahl, RD Moore, JM Shea, D Hutchinson, AJ Cannon Water Resources Research 44 (2), W02422, 2008	297	2008
Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods MD Johnson, WW Hsieh, AJ Cannon, A Davidson, F Bédard Agricultural and Forest Meteorology 218, 74-84, 2016	272	2016
Daily streamflow forecasting by machine learning methods with weather and climate inputs K Rasouli, WW Hsieh, AJ Cannon Journal of Hydrology 414, 284-293, 2012	259	2012
Recent variations in climate and hydrology in Canada PH Whitfield, AJ Cannon Canadian Water Resources Journal 25 (1), 19-65, 2000	249	2000
Downscaling recent streamflow conditions in British Columbia, Canada using ensemble neural network models AJ Cannon, PH Whitfield Journal of Hydrology 259 (1-4), 136-151, 2002	243	2002
Complexity in estimating past and future extreme short-duration rainfall X Zhang, FW Zwiers, G Li, H Wan, AJ Cannon Nature Geoscience 10 (4), 255-259, 2017	212*	2017
Downscaling Extremes: An Intercomparison of Multiple Statistical Methods for Present Climate G Bürger, TQ Murdock, AT Werner, SR Sobie, AJ Cannon Journal of Climate 25 (12), 4366-4388, 2012	203	2012
Attribution of the influence of human‐induced climate change on an extreme fire season MC Kirchmeier‐Young, NP Gillett, FW Zwiers, AJ Cannon, FS Anslow Earth's Future, 2019	194	2019
Multivariate bias correction of climate model output: Matching marginal distributions and intervariable dependence structure AJ Cannon Journal of Climate 29 (19), 7045-7064, 2016	167	2016
Selecting GCM Scenarios that Span the Range of Changes in a Multimodel Ensemble: Application to CMIP5 Climate Extremes Indices AJ Cannon Journal of Climate 28 (3), 1260-1267, 2015	161	2015
A flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology AJ Cannon Hydrological Processes 24 (6), 673-685, 2010	159	2010
Hydrologic extremes–an intercomparison of multiple gridded statistical downscaling methods AT Werner, AJ Cannon Hydrology and Earth System Sciences 20 (4), 1483-1508, 2016	152	2016
Linking global to regional climate change FJ Doblas-Reyes, AA Sorensson, M Almazroui, A Dosio, WJ Gutowski, ... Climate Change 2021: The Physical Science Basis. Contribution of Working …, 2021	133	2021
Downscaling extremes: an intercomparison of multiple methods for future climate G Bürger, SR Sobie, AJ Cannon, AT Werner, TQ Murdock Journal of Climate 26 (2012), 3429–3449, 2012	129	2012
Probabilistic multisite precipitation downscaling by an expanded Bernoulli-gamma density network AJ Cannon Journal of Hydrometeorology 9 (6), 1284-1300, 2008	125	2008
Non-crossing nonlinear regression quantiles by monotone composite quantile regression neural network, with application to rainfall extremes AJ Cannon Stochastic Environmental Research and Risk Assessment, 1-19, 2018	122	2018

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