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William W. Hsieh
William W. Hsieh
Department of Earth, Ocean and Atmospheric Sciences, University of British Columbia
Geverifieerd e-mailadres voor eos.ubc.ca
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Applying neural network models to prediction and data analysis in meteorology and oceanography
WW Hsieh, B Tang
Bulletin of the American Meteorological Society 79 (9), 1855-1870, 1998
5341998
Machine learning methods in the environmental sciences: Neural networks and kernels
WW Hsieh
Cambridge university press, 2009
3852009
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
1992012
Nonlinear principal component analysis by neural networks
WW Hsieh
Tellus A 53 (5), 599-615, 2001
1982001
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
1752016
Nonlinear multivariate and time series analysis by neural network methods
WW Hsieh
Reviews of Geophysics 42 (1), 2004
1702004
Nonlinear canonical correlation analysis by neural networks
WW Hsieh
Neural Networks 13 (10), 1095-1105, 2000
1642000
Forecasting ENSO events: A neural network–extended EOF approach
FT Tangang, B Tang, AH Monahan, WW Hsieh
Journal of Climate 11 (1), 29-41, 1998
1471998
The free Kelvin wave in finite-difference numerical models
WW Hsieh, MK Davey, RC Wajsowicz
Journal of Physical Oceanography 13 (8), 1383-1397, 1983
1221983
Forecasting the equatorial Pacific sea surface temperatures by neural network models
FT Tangang, WW Hsieh, B Tang
Climate Dynamics 13 (2), 135-147, 1997
1211997
Nonlinear canonical correlation analysis of the tropical Pacific climate variability using a neural network approach
WW Hsieh
Journal of Climate 14 (12), 2528-2539, 2001
1162001
Neural network forecasts of the tropical Pacific sea surface temperatures
A Wu, WW Hsieh, B Tang
Neural networks 19 (2), 145-154, 2006
1082006
Skill comparisons between neural networks and canonical correlation analysis in predicting the equatorial Pacific sea surface temperatures
B Tang, WW Hsieh, AH Monahan, FT Tangang
Journal of Climate 13 (1), 287-293, 2000
962000
Forecasting daily streamflow using online sequential extreme learning machines
AR Lima, AJ Cannon, WW Hsieh
Journal of hydrology 537, 431-443, 2016
872016
Frontal zone analysis at the mouth of Saanich Inlet, British Columbia, Canada
TR Parsons, RI Perry, ED Nutbrown, W Hsieh, CM Lalli
Marine Biology 73 (1), 1-5, 1983
701983
Interactive feedback between the tropical Pacific decadal oscillation and ENSO in a coupled general circulation model
J Choi, SI An, B Dewitte, WW Hsieh
Journal of Climate 22 (24), 6597-6611, 2009
682009
The nonlinear patterns of North American winter temperature and precipitation associated with ENSO
A Wu, WW Hsieh, A Shabbar
Journal of Climate 18 (11), 1736-1752, 2005
682005
Global climate change and ocean upwelling
WW HSIEH, GJ BOER
Fisheries Oceanography 1 (4), 333-338, 1992
681992
Nonlinear regression in environmental sciences using extreme learning machines: a comparative evaluation
AR Lima, AJ Cannon, WW Hsieh
Environmental Modelling & Software 73, 175-188, 2015
672015
Maize yield forecasting by linear regression and artificial neural networks in Jilin, China
K Matsumura, CF Gaitan, K Sugimoto, AJ Cannon, WW Hsieh
The Journal of Agricultural Science 153 (3), 399-410, 2015
672015
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Artikelen 1–20