Alex J. Cannon

William W. Hsieh, Alex J. Cannon, Song Cai, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Bias correction of climate model output for impact models

Alex J. Cannon, Sebastian Sippel, C. Piani, 2020 .

Bayesian Neural Networks Based Bootstrap Aggregating for Tropical Cyclone Tracks Prediction in South China Sea

Lei Zhu, Jian Jin, William W. Hsieh, 2016, ICONIP.

GEVcdn: An R package for nonstationary extreme value analysis by generalized extreme value conditional density estimation network

Alex J. Cannon, 2011, Comput. Geosci..

Forecasting daily streamflow using online sequential extreme learning machines

Aranildo R. Lima, William W. Hsieh, Alex J. Cannon, 2016 .

Regression-Guided Clustering: A Semisupervised Method for Circulation-to-Environment Synoptic Classification

Alex J. Cannon, 2012 .

Modelling Streamflow in Present and Future Climates: Examples from the Georgia Basin, British Columbia

Alex J. Cannon, Paul H. Whitfield, Christopher J. Reynolds, 2002 .

Semi‐supervised multivariate regression trees: putting the ‘circulation’ back into a ‘circulation‐to‐environment’ synoptic classifier

Alex J. Cannon, 2012 .

Nonlinear regression in environmental sciences using extreme learning machines: A comparative evaluation

Aranildo R. Lima, William W. Hsieh, Alex J. Cannon, 2015, Environ. Model. Softw..

Variability in simulated recharge using different GCMs

Diana M. Allen, Alex J. Cannon, D. Allen, 2010 .

Synoptic Map-Pattern Classification Using Recursive Partitioning and Principal Component Analysis

Alex J. Cannon, Paul H. Whitfield, A. Cannon, 2002 .

Downscaling and visioning of mountain snow packs and other climate change implications in North Vancouver, British Columbia

Alex J. Cannon, Alison Shaw, Stephen R.J. Sheppard, 2011, Mitigation and Adaptation Strategies for Global Change.

Polar plotting of seasonal hydrologic and climatic data

Alex J. Cannon, Paul H. Whitfield, 2000 .

Recent variations in seasonality of temperature and precipitation in Canada, 1976–95

Alex J. Cannon, Paul H. Whitfield, A. Cannon, 2002 .

Downscaling Extremes—An Intercomparison of Multiple Statistical Methods for Present Climate

Alex J. Cannon, Gerd Bürger, G. Bürger, 2012 .

Disease Risk Forecasting with Bayesian Learning Networks: Application to Grape Powdery Mildew (Erysiphe necator) in Vineyards

Alex J. Cannon, Nathaniel K. Newlands, David E. Atkinson, 2020, Agronomy.

Coupled modelling of glacier and streamflow response to future climate scenarios

Alex J. Cannon, Joseph M. Shea, Kerstin Stahl, 2008 .

Forecasting Summertime Surface-Level Ozone Concentrations in the Lower Fraser Valley of British Columbia: An Ensemble Neural Network Approach

Alex J. Cannon, A. Cannon, Edward R. Lord, 2000, Journal of the Air & Waste Management Association.

A graphical sensitivity analysis for statistical climate models: application to Indian monsoon rainfall prediction by artificial neural networks and multiple linear regression models

Alex J. Cannon, Ian G. McKendry, A. Cannon, 2002 .

FORECASTING ALL-INDIA SUMMER MONSOON RAINFALL USING REGIONAL CIRCULATION PRINCIPAL COMPONENTS: A COMPARISON BETWEEN NEURAL NETWORK AND MULTIPLE REGRESSION MODELS

Alex J. Cannon, Ian G. McKendry, I. McKendry, 1999 .

Influence of Pacific Climate Patterns on Low-Flows in British Columbia and Yukon, Canada

Alex J. Cannon, Paul H. Whitfield, A. Cannon, 2006 .

Attribution of the Influence of Human‐Induced Climate Change on an Extreme Fire Season

Francis W. Zwiers, Alex J. Cannon, Nathan P. Gillett, 2018, Earth's future.

Comparison of statistically downscaled precipitation in terms of future climate indices and daily variability for southern Ontario and Quebec, Canada

William W. Hsieh, Alex J. Cannon, Carlos F. Gaitan, 2014, Climate Dynamics.

Probabilistic Multisite Precipitation Downscaling by an Expanded Bernoulli–Gamma Density Network

Alex J. Cannon, A. Cannon, 2008 .

MODELING TRANSIENT pH DEPRESSIONS IN COASTAL STREAMS OF BRITISH COLUMBIA USING NEURAL NETWORKS 1

Alex J. Cannon, Paul H. Whitfield, P. Whitfield, 2001 .

Negative ridge regression parameters for improving the covariance structure of multivariate linear downscaling models

Alex J. Cannon, A. Cannon, 2009 .

Statistical emulation of streamflow projections from a distributed hydrological model: Application to CMIP3 and CMIP5 climate projections for British Columbia, Canada

Alex J. Cannon, M. Schnorbus, Markus Schnorbus, 2014 .

Downscaling recent streamflow conditions in British Columbia, Canada using ensemble neural network models

Alex J. Cannon, A. Cannon, P. Whitfield, 2002 .

Daily streamflow forecasting by machine learning methods with weather and climate inputs

Alex J. Cannon, A. Cannon, W. Hsieh, 2012 .

Effectiveness of using representative subsets of global climate models in future crop yield projections

Ward N. Smith, Alex J. Cannon, B. Grant, 2021, Scientific Reports.

Transferability of climate simulation uncertainty to hydrological impacts

Alex J. Cannon, Chong-yu Xu, Jie Chen, 2018, Hydrology and Earth System Sciences.

Selecting GCM Scenarios that Span the Range of Changes in a Multimodel Ensemble: Application to CMIP5 Climate Extremes Indices*

Alex J. Cannon, 2015 .

Estimation of rainfall intensity–duration–frequency curves at ungauged locations using quantile regression methods

Alex J. Cannon, A. Cannon, D. Ouali, 2018, Stochastic Environmental Research and Risk Assessment.

Observed and Simulated Precipitation over Northeastern North America: How Do Daily and Subdaily Extremes Scale in Space and Time?

Alex J. Cannon, A. Mailhot, A. Frigon, 2019, Journal of Climate.

Projected Changes in the Probability Distributions, Seasonality, and Spatiotemporal Scaling of Daily and Subdaily Extreme Precipitation Simulated by a 50‐Member Ensemble Over Northeastern North America

Alex J. Cannon, A. Cannon, A. Mailhot, 2019, Journal of Geophysical Research: Atmospheres.

Projected intensification of sub-daily and daily rainfall extremes in convection-permitting climate model simulations over North America: implications for future intensity–duration–frequency curves

Alex J. Cannon, S. Innocenti, 2019, Natural Hazards and Earth System Sciences.

A short note on the use of daily climate data to calculate Humidex heat‐stress indices

Alex J. Cannon, E. Diaconescu, T. Murdock, 2022, International Journal of Climatology.

A closer look at novel climates: new methods and insights at continental to landscape scales

Alex J. Cannon, Tongli Wang, Tongli Wang, 2017, Global change biology.

Groundwater–surface water interaction under scenarios of climate change using a high-resolution transient groundwater model

Alex J. Cannon, A. Cannon, P. Whitfield, 2007 .

A global climate model ensemble for downscaled monthly climate normals over North America

Alex J. Cannon, A. Cannon, Tongli Wang, 2022, International Journal of Climatology.

Reductions in daily continental-scale atmospheric circulation biases between generations of global climate models: CMIP5 to CMIP6

Alex J. Cannon, A. Cannon, 2020, Environmental Research Letters.

Classification and Conceptual Models for Heavy Snowfall Events over East Vancouver Island of British Columbia, Canada

Alex J. Cannon, P. Joe, A. Cannon, 2013 .

Maize yield forecasting by linear regression and artificial neural networks in Jilin, China

Alex J. Cannon, A. Cannon, W. Hsieh, 2014, The Journal of Agricultural Science.

Characterizing non-stationary compound extreme events in a changing climate based on large-ensemble climate simulations

Alex J. Cannon, M. Najafi, Harsimrenjit Singh, 2021, Climate Dynamics.

The potential impact of climate change on the occurrence of winter freeze events in six fruit crops grown in the Okanagan Valley.

Alex J. Cannon, D. Neilsen, J. Caprio, 2010 .

Multivariate quantile mapping bias correction: an N-dimensional probability density function transform for climate model simulations of multiple variables

Alex J. Cannon, A. Cannon, 2017, Climate Dynamics.

Multivariate Bias Correction of Climate Model Output: Matching Marginal Distributions and Intervariable Dependence Structure

Alex J. Cannon, A. Cannon, 2016 .

Machine learning in Earth and environmental science requires education and research policy reforms

Alex J. Cannon, Ashley N. Ellenson, S. Fleming, 2021, Nature Geoscience.

Multivariate Bias‐Correction of High‐Resolution Regional Climate Change Simulations for West Africa: Performance and Climate Change Implications

Alex J. Cannon, M. L. Mbaye, H. Kunstmann, 2022, Journal of Geophysical Research: Atmospheres.

Simulating shrubs and their energy and carbon dioxide fluxes in Canada's Low Arctic with the Canadian Land Surface Scheme Including biogeochemical Cycles (CLASSIC)

Alex J. Cannon, J. Melton, E. Humphreys, 2020 .

Effects of univariate and multivariate bias correction on hydrological impact projections in alpine catchments

Alex J. Cannon, K. Stahl, J. Seibert, 2018, Hydrology and Earth System Sciences.

Wetter summers can intensify departures from natural variability in a warming climate

Alex J. Cannon, C. Mahony, 2018, Nature Communications.

Revisiting the nonlinear relationship between ENSO and winter extreme station precipitation in North America

Alex J. Cannon, A. Cannon, 2015 .

Hydrologic extremes – an intercomparison of multiple gridded statistical downscaling methods

Alex J. Cannon, A. Werner, 2016 .

Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods

Alex J. Cannon, Andrew A. Davidson, A. Cannon, 2016 .

Robust nonlinear canonical correlation analysis: application to seasonal climate forecasting

Alex J. Cannon, A. Cannon, W. Hsieh, 2008 .

Multivariate statistical models for seasonal climate prediction and climate downscaling

Alex J. Cannon, A. Cannon, 2008 .

Bias Correction of GCM Precipitation by Quantile Mapping: How Well Do Methods Preserve Changes in Quantiles and Extremes?

Alex J. Cannon, A. Cannon, T. Murdock, 2015 .

Climatic Controls on Future Hydrologic Changes in a Subarctic River Basin in Canada

Alex J. Cannon, A. Cannon, R. Shrestha, 2019, Journal of Hydrometeorology.

Historical trends and extremes in boreal Alaska river basins

Alex J. Cannon, L. Hinzman, A. Cannon, 2015 .

Evaluating the Performance of the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC) Tailored to the Pan‐Canadian Domain

Alex J. Cannon, Libo Wang, E. Chan, 2023, Journal of Advances in Modeling Earth Systems.

Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales

Alex J. Cannon, A. Monahan, Nicolaas J. Annau, 2023, ArXiv.

Downscaling Extremes: An Intercomparison of Multiple Methods for Future Climate

Alex J. Cannon, G. Bürger, A. Cannon, 2013 .

Multivariate bias corrections of climate simulations: which benefits for which losses?

Alex J. Cannon, D. Allard, M. Vrac, 2020, Earth System Dynamics.

Intercomparison of projected changes in climate extremes for South Korea: application of trend preserving statistical downscaling methods to the CMIP5 ensemble

Alex J. Cannon, H. Eum, 2017 .

Non-crossing nonlinear regression quantiles by monotone composite quantile regression neural network, with application to rainfall extremes

Alex J. Cannon, A. Cannon, 2018, Stochastic Environmental Research and Risk Assessment.

A long-term, temporally consistent, gridded daily meteorological dataset for northwestern North America

Alex J. Cannon, F. Zwiers, R. Shrestha, 2019, Scientific Data.

A Dynamical Climate Model–Driven Hydrologic Prediction System for the Fraser River, Canada

Alex J. Cannon, A. Cannon, R. Shrestha, 2015 .

Indices of Canada’s future climate for general and agricultural adaptation applications

Alex J. Cannon, F. Zwiers, Xuebin Zhang, 2018, Climatic Change.

Comparison of gridded snow water equivalent products with in situ measurements in British Columbia, Canada

Alex J. Cannon, A. Cannon, W. Hsieh, 2016 .

Hydrologic extremes

Alex J. Cannon, A. Werner, 2015 .

Attributing extreme fire risk in Western Canada to human emissions

Alex J. Cannon, F. Zwiers, N. Gillett, 2017, Climatic Change.

High-resolution meteorological forcing data for hydrological modelling and climate change impact analysis in the Mackenzie River Basin

Alex J. Cannon, A. Pietroniro, J. Pomeroy, 2020 .

Canadian Large Ensembles Adjusted Dataset version 1 (CanLEADv1): Multivariate bias‐corrected climate model outputs for terrestrial modelling and attribution studies in North America

Alex J. Cannon, M. Najafi, R. Shrestha, 2021, Geoscience Data Journal.

Adjusting climate model bias for agricultural impact assessment: How to cut the mustard

Alex J. Cannon, F. Doblas-Reyes, D. Maraun, 2019, Climate services.

Heterogeneous snowpack response and snow drought occurrence across river basins of northwestern North America under 1.0°C to 4.0°C global warming

Alex J. Cannon, M. Najafi, R. Shrestha, 2021, Climatic Change.

Fire History and Ecology of Garry Oak and Associated Ecosystems in British Columbia : Final Report for the Interdepartmental Recovery Fund Project

Alex J. Cannon, M. Pellatt, K. Bodtker, 2007 .

Using a Down-Scaled Bioclimate Envelope Model to Determine Long-Term Temporal Connectivity of Garry oak (Quercus garryana) Habitat in Western North America: Implications for Protected Area Planning

Alex J. Cannon, A. Cannon, S. Goring, 2012, Environmental Management.

Exacerbated heat in large Canadian cities

Alex J. Cannon, C. R. Rajulapati, M. Clark, 2022, Urban Climate.

Complexity in estimating past and future extreme short-duration rainfall

Alex J. Cannon, F. Zwiers, A. Cannon, 2017 .

Climate change impacts on Canadian yields of spring wheat, canola and maize for global warming levels of 1.5 °C, 2.0 °C, 2.5 °C and 3.0 °C

Ward N. Smith, Alex J. Cannon, B. Grant, 2019, Environmental Research Letters.

Future changes in autumn atmospheric river events in British Columbia, Canada, as projected by CMIP5 global climate models

Alex J. Cannon, A. Cannon, B. Menounos, 2015 .

Multi‐site bias correction of climate model outputs for hydro‐meteorological impact studies: An application over a watershed in China

Alex J. Cannon, A. Cannon, Jie Chen, 2020, Hydrological Processes.

Intercomparison of multiple statistical downscaling methods: multi-criteria model selection for South Korea

Alex J. Cannon, A. Cannon, H. Eum, 2017, Stochastic Environmental Research and Risk Assessment.

High-Resolution Meteorological Forcing Data for Hydrological Modelling and Climate Change Impact Analysis in Mackenzie River Basin

Alex J. Cannon, A. Pietroniro, J. Pomeroy, 2019 .

Lapse Rate Adjustments of Gridded Surface Temperature Normals in an Area of Complex Terrain: Atmospheric Reanalysis versus Statistical Up-Sampling

Alex J. Cannon, D. Neilsen, Bill Taylor, 2012 .

Human Influence on the 2021 British Columbia Floods

Alex J. Cannon, F. Zwiers, N. Gillett, 2022, SSRN Electronic Journal.

Nonlinear Principal Predictor Analysis: Application to the Lorenz System

Alex J. Cannon, 2006 .

Climate Surfaces for the Okanagan Basin Water Supply Demand Project

Alex J. Cannon, D. Neilsen, Scott Smith, 2008 .

Recent Variations in Temperature, Precipitation, and Streamflow in the Rio Grande and Pecos River Basins of New Mexico and Colorado

Alex J. Cannon, P. Whitfield, Alexander W. Hall, 2006 .

CMIP5 drought projections in Canada based on the Standardized Precipitation Evapotranspiration Index

Alex J. Cannon, G. Flato, B. Bonsal, 2018, Canadian Water Resources Journal / Revue canadienne des ressources hydriques.

Improving gridded snow water equivalent products in British Columbia, Canada: multi-source data fusion by neural network models

Alex J. Cannon, A. Cannon, W. Hsieh, 2017 .

Links between atmospheric blocking and North American winter cold spells in two generations of Canadian Earth System Model large ensembles

Alex J. Cannon, A. Cannon, D. Jeong, 2021, Climate Dynamics.

Influences of atmospheric blocking on North American summer heatwaves in a changing climate: a comparison of two Canadian Earth system model large ensembles

Alex J. Cannon, A. Cannon, D. Jeong, 2022, Climatic Change.

Quantifying the uncertainty introduced by internal climate variability in projections of Canadian crop production

Ward N. Smith, Alex J. Cannon, B. Grant, 2020, Environmental Research Letters.

A boreal forest model benchmarking dataset for North America: a case study with the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC)

Alex J. Cannon, T. A. Black, Hideki Kobayashi, 2023, Environmental Research Letters.

Evaluation of Linear and Non-Linear Downscaling Methods in Terms of Daily Variability and Climate Indices: Surface Temperature in Southern Ontario and Quebec, Canada

Alex J. Cannon, P. Gachon, A. Cannon, 2014 .

An evaluation of single-site statistical downscaling techniques in terms of indices of climate extremes for the Midwest of Iran

Alex J. Cannon, A. Cannon, A. M. Massah Bavani, 2015, Theoretical and Applied Climatology.

Climate change impacts on linkages between atmospheric blocking and North American winter cold spells in CanESM2 and CanESM5

Alex J. Cannon, D. Jeong, B. Yu, 2022, Climate Dynamics.

Projected changes to risk of wind-driven rain on buildings in Canada under +0.5 °C to +3.5 °C global warming above the recent period

Alex J. Cannon, A. Cannon, D. Jeong, 2020 .

Köppen versus the computer: comparing Köppen-Geiger and multivariate regression tree climate classifications in terms of climate homogeneity

Alex J. Cannon, A. Cannon, 2012 .

Validation of historical and future statistically downscaled pseudo-observed surface wind speeds in terms of annual climate indices and daily variability

Alex J. Cannon, A. Cannon, C. Gaitan, 2013 .

Climate risks and adaptation practices for the Canadian transportation sector 2016

Alex J. Cannon, Stewart J. Cohen, Stephen Dolan, 2017 .

Using ensemble-mean climate scenarios for future crop yield projections: a stochastic weather generator approach

Alex J. Cannon, M. Semenov, T. Dong, 2021 .

Standardized precipitation evapotranspiration index (SPEI) for Canada: assessment of probability distributions

Alex J. Cannon, B. Bonsal, Benita Y. Tam, 2023, Canadian Water Resources Journal / Revue canadienne des ressources hydriques.

A novel approach for selecting extreme climate change scenarios for climate change impact studies.

Alex J. Cannon, A. Cannon, B. Farjad, 2019, The Science of the total environment.

Wetter summers can intensify departures from natural variability in a warming climate

Alex J. Cannon, A. Cannon, C. Mahony, 2018, Nature Communications.

Regional scenarios of change over Canada: future climate projections

Alex J. Cannon, A. Cannon, A. Pietroniro, 2019 .

Improving neural network predictions of North American seasonal climate by outlier correction

Alex J. Cannon, A. Cannon, W. Hsieh, 2007 .

Time Series Analysis of Sea-Level Records: Characterising Long-Term Variability

Maria Eduarda Silva, Alex J. Cannon, H. Kantz, 2008 .

Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales

Alex J. Cannon, A. Monahan, Nicolaas J. Annau, 2023, Artificial Intelligence for the Earth Systems.

An Approach for Selecting Observationally-Constrained Global Climate Model Ensembles for Regional Climate Impacts and Adaptation Studies in Canada

Alex J. Cannon, D. Jeong, 2023, Atmosphere-Ocean.

Calibration of the design wind load and snow load considering the historical climate statistics and climate change effects

Alex J. Cannon, S. C. Yang, H. Hong, 2021 .

Short Lead-Time Streamflow Forecasting by Machine Learning Methods, with Climate Variability Incorporated

Alex J. Cannon, A. Cannon, W. Hsieh, 2010 .

Transferability of climate simulation uncertainty to hydrological climate change impacts

Alex J. Cannon, Chong-yu Xu, Jie Chen, 2018 .