William W. Hsieh
Affiliations: | University of British Columbia, Vancouver, Vancouver, BC, Canada |
Area:
Physical Oceanography, Atmospheric Science PhysicsGoogle:
"William Hsieh"
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Publications
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| Snauffer AM, Hsieh WW, Cannon AJ, et al. (2017) Improving gridded snow water equivalent products in British Columbia, Canada: multi-source data fusion by neural network models The Cryosphere. 12: 891-905 |
| Lima AR, Hsieh WW, Cannon AJ. (2017) Variable complexity online sequential extreme learning machine, with applications to streamflow prediction Journal of Hydrology. 555: 983-994 |
| Snauffer AM, Hsieh WW, Cannon AJ. (2016) Comparison of gridded snow water equivalent products with in situ measurements in British Columbia, Canada Journal of Hydrology. 541: 714-726 |
| Lima AR, Cannon AJ, Hsieh WW. (2016) Forecasting daily streamflow using online sequential extreme learning machines Journal of Hydrology. 537: 431-443 |
| Johnson MD, Hsieh WW, Cannon AJ, et al. (2016) Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods Agricultural and Forest Meteorology. 218: 74-84 |
| Peng H, Lima AR, Teakles A, et al. (2016) Evaluating hourly air quality forecasting in Canada with nonlinear updatable machine learning methods Air Quality, Atmosphere and Health. 1-17 |
| Matsumura K, Gaitan CF, Sugimoto K, et al. (2015) Maize yield forecasting by linear regression and artificial neural networks in Jilin, China Journal of Agricultural Science. 153: 399-410 |
| Lima AR, Cannon AJ, Hsieh WW. (2015) Nonlinear regression in environmental sciences using extreme learning machines: A comparative evaluation Environmental Modelling and Software. 73: 175-188 |
| Gaitan CF, Hsieh WW, Cannon AJ, et al. (2014) Evaluation of linear and non-linear downscaling methods in terms of daily variability and climate indices: Surface temperature in Southern Ontario and Quebec, Canada Atmosphere - Ocean. 52: 211-221 |
| Gaitan CF, Hsieh WW, Cannon AJ. (2014) Comparison of statistically downscaled precipitation in terms of future climate indices and daily variability for southern Ontario and Quebec, Canada Climate Dynamics. 1-17 |