Alex J. Cannon

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

Alex J. Cannon

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

Verified email at ec.gc.ca - Homepage

climate extremes applied climatology hydroclimatology bias correction environmental data science


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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	946	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	396	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	273	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	195	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	160	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	134	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	123	2018

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