William W. Hsieh - Publications

Affiliations: 
University of British Columbia, Vancouver, Vancouver, BC, Canada 
Area:
Physical Oceanography, Atmospheric Science Physics

99 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Snauffer AM, Hsieh WW, Cannon AJ, Schnorbus MA. Improving gridded snow water equivalent products in British Columbia, Canada: multi-source data fusion by neural network models The Cryosphere. 12: 891-905. DOI: 10.5194/Tc-12-891-2018  0.394
2017 Lima AR, Hsieh WW, Cannon AJ. Variable complexity online sequential extreme learning machine, with applications to streamflow prediction Journal of Hydrology. 555: 983-994. DOI: 10.1016/J.Jhydrol.2017.10.037  0.316
2016 Snauffer AM, Hsieh WW, Cannon AJ. Comparison of gridded snow water equivalent products with in situ measurements in British Columbia, Canada Journal of Hydrology. 541: 714-726. DOI: 10.1016/J.Jhydrol.2016.07.027  0.311
2016 Lima AR, Cannon AJ, Hsieh WW. Forecasting daily streamflow using online sequential extreme learning machines Journal of Hydrology. 537: 431-443. DOI: 10.1016/J.Jhydrol.2016.03.017  0.415
2016 Johnson MD, Hsieh WW, Cannon AJ, Davidson A, Bédard F. Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods Agricultural and Forest Meteorology. 218: 74-84. DOI: 10.1016/J.Agrformet.2015.11.003  0.447
2016 Peng H, Lima AR, Teakles A, Jin J, Cannon AJ, Hsieh WW. Evaluating hourly air quality forecasting in Canada with nonlinear updatable machine learning methods Air Quality, Atmosphere and Health. 1-17. DOI: 10.1007/S11869-016-0414-3  0.428
2015 Matsumura K, Gaitan CF, Sugimoto K, Cannon AJ, Hsieh WW. Maize yield forecasting by linear regression and artificial neural networks in Jilin, China Journal of Agricultural Science. 153: 399-410. DOI: 10.1017/S0021859614000392  0.417
2015 Lima AR, Cannon AJ, Hsieh WW. Nonlinear regression in environmental sciences using extreme learning machines: A comparative evaluation Environmental Modelling and Software. 73: 175-188. DOI: 10.1016/J.Envsoft.2015.08.002  0.404
2014 Gaitan CF, Hsieh WW, Cannon AJ, Gachon P. 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. DOI: 10.1080/07055900.2013.857639  0.433
2014 Gaitan CF, Hsieh WW, Cannon AJ. Comparison of statistically downscaled precipitation in terms of future climate indices and daily variability for southern Ontario and Quebec, Canada Climate Dynamics. 1-17. DOI: 10.1007/S00382-014-2098-4  0.472
2013 Lima AR, Cannon AJ, Hsieh WW. Nonlinear regression in environmental sciences by support vector machines combined with evolutionary strategy Computers and Geosciences. 50: 136-144. DOI: 10.1016/J.Cageo.2012.06.023  0.368
2012 Hsieh WW. Ocean and Climate Dynamics—a Tribute to Professor Lawrence A. Mysak Atmosphere-Ocean. 50: 123-126. DOI: 10.1080/07055900.2012.676753  0.383
2012 Finnis J, Hsieh WW, Lin H, Merryfield WJ. Non-linear post-processing of numerical seasonal climate forecasts Atmosphere - Ocean. 50: 207-218. DOI: 10.1080/07055900.2012.667388  0.463
2012 Rasouli K, Hsieh WW, Cannon AJ. Daily streamflow forecasting by machine learning methods with weather and climate inputs Journal of Hydrology. 414: 284-293. DOI: 10.1016/J.Jhydrol.2011.10.039  0.497
2011 Zeng Z, Hsieh WW, Shabbar A, Burrows WR. Seasonal prediction of winter extreme precipitation over Canada by support vector regression Hydrology and Earth System Sciences. 15: 65-74. DOI: 10.5194/Hess-15-65-2011  0.538
2011 Jenkner J, Hsieh WW, Cannon AJ. Seasonal modulations of the active MJO cycle characterized by nonlinear principal component analysis Monthly Weather Review. 139: 2259-2275. DOI: 10.1175/2010Mwr3562.1  0.494
2011 Zeng Z, Hsieh WW, Burrows WR, Giles A, Shabbar A. Surface wind speed prediction in the Canadian Arctic using non-linear machine learning methods Atmosphere - Ocean. 49: 22-31. DOI: 10.1080/07055900.2010.549102  0.409
2010 Rasouli K, Hsieh WW, Cannon AJ. Short lead-time streamflow forecasting by machine learning methods, with climate variability incorporated World Environmental and Water Resources Congress 2010: Challenges of Change - Proceedings of the World Environmental and Water Resources Congress 2010. 4608-4619. DOI: 10.1061/41114(371)468  0.428
2009 Choi J, An SI, Dewitte B, Hsieh WW. Interactive feedback between the tropical pacific decadal oscillation and enso in a coupled general circulation model Journal of Climate. 22: 6597-6611. DOI: 10.1175/2009Jcli2782.1  0.477
2009 Aguilar-Martinez S, Hsieh WW. Forecasts of Tropical Pacific Sea Surface Temperatures by Neural Networks and Support Vector Regression International Journal of Oceanography. 2009: 1-13. DOI: 10.1155/2009/167239  0.538
2008 Ye Z, Hsieh WW. Enhancing predictability by increasing nonlinearity in ENSO and lorenz systems Nonlinear Processes in Geophysics. 15: 793-801. DOI: 10.5194/Npg-15-793-2008  0.431
2008 Cannon AJ, Hsieh WW. Robust nonlinear canonical correlation analysis: Application to seasonal climate forecasting Nonlinear Processes in Geophysics. 15: 221-232. DOI: 10.5194/Npg-15-221-2008  0.46
2008 Ye Z, Hsieh WW. Changes in ENSO and associated overturning circulations from enhanced greenhouse gases by the end of the twentieth century Journal of Climate. 21: 5745-5763. DOI: 10.1175/2008Jcli1580.1  0.495
2008 Hsieh WW, Cannon AJ. Towards robust nonlinear multivariate analysis by neural network methods Lecture Notes in Earth Sciences. 112: 97-124. DOI: 10.1007/978-3-540-78938-3_6  0.383
2007 Hsieh WW. Nonlinear principal component analysis of noisy data. Neural Networks : the Official Journal of the International Neural Network Society. 20: 434-43. PMID 17512699 DOI: 10.1016/J.Neunet.2007.04.018  0.466
2007 Wu A, Hsieh WW, Boer GJ, Zwiers FW. Changes in the Arctic Oscillation under increased atmospheric greenhouse gases Geophysical Research Letters. 34. DOI: 10.1029/2007Gl029344  0.439
2007 Wong CS, Xie L, Hsieh WW. Variations in nutrients, carbon and other hydrographic parameters related to the 1976/77 and 1988/89 regime shifts in the sub-arctic Northeast Pacific Progress in Oceanography. 75: 326-342. DOI: 10.1016/J.Pocean.2007.08.002  0.318
2006 Wu A, Hsieh WW, Tang B. Neural network forecasts of the tropical Pacific sea surface temperatures. Neural Networks : the Official Journal of the International Neural Network Society. 19: 145-54. PMID 16527455 DOI: 10.1016/J.Neunet.2006.01.004  0.529
2006 Laîné A, Hsieh WW, Freeland HJ. Forcing mechanisms controlling surface and subsurface temperature anomalies along Line-P, North-east Pacific Ocean Atmosphere - Ocean. 44: 163-176. DOI: 10.3137/Ao.440204  0.341
2006 An SI, Ye Z, Hsieh WW. Changes in the leading ENSO modes associated with the late 1970s climate shift: Role of surface zonal current Geophysical Research Letters. 33. DOI: 10.1029/2006Gl026604  0.401
2006 Hsieh WW, Wu A, Shabbar A. Nonlinear atmospheric teleconnections Geophysical Research Letters. 33. DOI: 10.1029/2005Gl025471  0.497
2006 Wu A, Hsieh WW, Shabbar A, Boer GJ, Zwiers FW. The nonlinear association between the Arctic Oscillation and North American winter climate Climate Dynamics. 26: 865-879. DOI: 10.1007/S00382-006-0118-8  0.497
2006 Ye Z, Hsieh WW. The influence of climate regime shift on ENSO Climate Dynamics. 26: 823-833. DOI: 10.1007/S00382-005-0105-5  0.463
2005 Rattan SS, Hsieh WW. Complex-valued neural networks for nonlinear complex principal component analysis. Neural Networks : the Official Journal of the International Neural Network Society. 18: 61-9. PMID 15649662 DOI: 10.1016/J.Neunet.2004.08.002  0.411
2005 Rattan SSP, Ruessink BG, Hsieh WW. Non-linear complex principal component analysis of nearshore bathymetry Nonlinear Processes in Geophysics. 12: 661-670. DOI: 10.5194/Npg-12-661-2005  0.394
2005 An SI, Hsieh WW, Jin FF. A nonlinear analysis of the ENSO cycle and its interdecadal changes Journal of Climate. 18: 3229-3239. DOI: 10.1175/Jcli3466.1  0.481
2005 Wu A, Hsieh WW, Shabbar A. The nonlinear patterns of North American winter temperature and precipitation associated with ENSO Journal of Climate. 18: 1736-1752. DOI: 10.1175/Jcli3372.1  0.447
2005 Rattan SSP, Hsieh WW, Ruessink BG. Nonlinear complex principal component analysis and its applications Proceedings of the International Joint Conference On Neural Networks. 3: 1626-1629. DOI: 10.1109/IJCNN.2005.1556122  0.338
2005 Jamet C, Hsieh WW. Nonlinear atmospheric variability in the winter northeast Pacific associated with the Madden-Julian oscillation Geophysical Research Letters. 32: 1-4. DOI: 10.1029/2005Gl023533  0.501
2005 Li S, Hsieh WW, Wu A. Hybrid coupled modeling of the tropical Pacific using neural networks Journal of Geophysical Research C: Oceans. 110: 1-12. DOI: 10.1029/2004Jc002595  0.516
2004 Rattan SSP, Hsieh WW. Nonlinear complex principal component analysis of the tropical Pacific interannual wind variability Geophysical Research Letters. 31. DOI: 10.1029/2004Gl020446  0.435
2004 Wu A, Hsieh WW. The nonlinear Northern Hemisphere winter atmospheric response to ENSO Geophysical Research Letters. 31. DOI: 10.1029/2003Gl018885  0.474
2004 Hsieh WW. Nonlinear multivariate and time series analysis by neural network methods Reviews of Geophysics. 42. DOI: 10.1029/2002Rg000112  0.459
2004 Wu A, Hsieh WW. The nonlinear association between ENSO and the Euro-Atlantic winter sea level pressure Climate Dynamics. 23: 859-868. DOI: 10.1007/S00382-004-0470-5  0.506
2003 Newbigging SC, Mysak LA, Hsieh WW. Improvements to the non-linear principal component analysis method, with applications to ENSO and QBO Atmosphere - Ocean. 41: 291-299. DOI: 10.3137/Ao.410403  0.361
2003 Tang Y, Hsieh WW. ENSO simulation and prediction in a hybrid coupled model with data assimilation Journal of the Meteorological Society of Japan. 81: 1-19. DOI: 10.2151/Jmsj.81.1  0.611
2003 Hsieh WW, Hamilton K. Nonlinear singular spectrum analysis of the tropical stratospheric wind Quarterly Journal of the Royal Meteorological Society. 129: 2367-2382. DOI: 10.1256/Qj.01.158  0.434
2003 Wu A, Hsieh WW, Zwiers FW. Nonlinear modes of North American winter climate variability derived from a general circulation model simulation Journal of Climate. 16: 2325-2339. DOI: 10.1175/2776.1  0.511
2003 Yuval, Hsieh WW. An adaptive nonlinear MOS scheme for precipitation forecasts using neural networks Weather and Forecasting. 18: 303-310. DOI: 10.1175/1520-0434(2003)018<0303:Aanmsf>2.0.Co;2  0.422
2003 Hsieh WW, Yuval, Li J, Shabbar A, Smith S. Seasonal prediction with error estimation of Columbia River streamflow in British Columbia Journal of Water Resources Planning and Management. 129: 146-149. DOI: 10.1061/(Asce)0733-9496(2003)129:2(146)  0.481
2003 Tang Y, Hsieh WW. Nonlinear modes of decadal and interannual variability of the subsurface thermal structure in the Pacific Ocean Journal of Geophysical Research C: Oceans. 108: 29-1. DOI: 10.1029/2001Jc001236  0.621
2003 Wu A, Hsieh WW. Nonlinear interdecadal changes of the El Niño-Southern Oscillation Climate Dynamics. 21: 719-730. DOI: 10.1007/S00382-003-0361-1  0.531
2003 Lu B, Hsieh WW. Simplified Nonlinear Principal Component Analysis Proceedings of the International Joint Conference On Neural Networks. 1: 759-763.  0.323
2002 Hamilton K, Hsieh WW. Representation of the quasi-biennial oscillation in the tropical stratospheric wind by nonlinear principal component analysis Journal of Geophysical Research Atmospheres. 107. DOI: 10.1029/2001Jd001250  0.476
2002 Wu A, Hsieh WW, Shabbar A. Nonlinear characteristics of the surface air temperature over Canada Journal of Geophysical Research Atmospheres. 107. DOI: 10.1029/2001Jd001090  0.483
2002 Hsieh WW, Wu A. Nonlinear multichannel singular spectrum analysis of the tropical Pacific climate variability using a neural network approach Journal of Geophysical Research C: Oceans. 107: 13-1. DOI: 10.1029/2001Jc000957  0.503
2002 Wu A, Hsieh WW. Nonlinear canonical correlation analysis of the tropical Pacific wind stress and sea surface temperature Climate Dynamics. 19: 713-722. DOI: 10.1007/S00382-002-0262-8  0.501
2002 Tang Y, Hsieh W. Hybrid coupled models of the tropical Pacific: II ENSO prediction Climate Dynamics. 19: 343-353. DOI: 10.1007/S00382-002-0231-2  0.661
2002 Yuval, Hsieh WW. The impact of time-averaging on the detectability of nonlinear empirical relations Quarterly Journal of the Royal Meteorological Society. 128: 1609-1622. DOI: 10.1002/Qj.200212858311  0.442
2002 Hsieh WW, Wu A. Nonlinear singular spectrum analysis Proceedings of the International Joint Conference On Neural Networks. 3: 2819-2824.  0.316
2001 Hsieh WW. Nonlinear principal component analysis by neural networks Tellus, Series a: Dynamic Meteorology and Oceanography. 53: 599-615. DOI: 10.3402/Tellusa.V53I5.12230  0.428
2001 Tang Y, Hsieh WW. Coupling neural networks to incomplete dynamical systems via variational data assimilation Monthly Weather Review. 129: 818-834. DOI: 10.1175/1520-0493(2001)129<0818:Cnntid>2.0.Co;2  0.583
2001 Hsieh WW. Nonlinear Canonical Correlation Analysis of the Tropical Pacific Climate Variability Using a Neural Network Approach Journal of Climate. 14: 2528-2539. DOI: 10.1175/1520-0442(2001)014<2528:Nccaot>2.0.Co;2  0.491
2001 Hsieh WW, Tang B. Interannual variability of accumulated snow in the Columbia basin, British Columbia Water Resources Research. 37: 1753-1759. DOI: 10.1029/2000Wr900410  0.37
2001 Tang Y, Hsieh WW, Tang B, Haines K. A neural network atmospheric model for hybrid coupled modelling Climate Dynamics. 17: 445-455. DOI: 10.1007/S003820000119  0.613
2001 Hsieh WW. Nonlinear principal component analysis by neural networks Tellus, Series a: Dynamic Meteorology and Oceanography. 53: 599-615. DOI: 10.1007/978-1-4020-9119-3_8  0.323
2001 Hsieh WW. Nonlinear canonical correlation analysis of the tropical pacific climate Journal of Climate. 14: 2528-2539.  0.385
2000 Hsieh WW. Nonlinear canonical correlation analysis by neural networks Neural Networks. 13: 1095-1105. PMID 11156190 DOI: 10.1016/S0893-6080(00)00067-8  0.422
2000 Tang B, Hsieh WW, Monahan AH, Tangang FT. Skill comparisons between neural networks and canonical correlation analysis in predicting the equatorial Pacific sea surface temperatures Journal of Climate. 13: 287-293. DOI: 10.1175/1520-0442(2000)013<0287:Scbnna>2.0.Co;2  0.482
1999 Wu JQ, Hsieh WW. A modelling study of the 1976 climate regime shift in the North Pacific Ocean Canadian Journal of Fisheries and Aquatic Sciences. 56: 2450-2462. DOI: 10.1139/F99-195  0.464
1999 Monahan AH, Tangang FT, Hsieh WW. A potential problem with extended EOF analysis of standing wave fields Atmosphere - Ocean. 37: 241-254. DOI: 10.1080/07055900.1999.9649628  0.365
1999 Hsieh WW, Tang B, Garnett ER. Teleconnections between Pacific sea surface temperatures and Canadian prairie wheat yield Agricultural and Forest Meteorology. 96: 209-217. DOI: 10.1016/S0168-1923(99)00051-9  0.361
1998 Lu J, Hsieh WW. On determining initial conditions and parameters in a simple coupled atmosphere-ocean model by adjoint data assimilation Tellus, Series a: Dynamic Meteorology and Oceanography. 50: 534-544. DOI: 10.3402/Tellusa.V50I4.14531  0.399
1998 Lu J, Hsieh WW. Adjoint data assimilation in coupled atmosphere-ocean models: Determining initial conditions in a simple equatorial model Journal of the Meteorological Society of Japan. 76: 737-748. DOI: 10.2151/Jmsj1965.76.5_737  0.426
1998 Hsieh WW, Tang B. Applying Neural Network Models to Prediction and Data Analysis in Meteorology and Oceanography Bulletin of the American Meteorological Society. 79: 1855-1870. DOI: 10.1175/1520-0477(1998)079<1855:Annmtp>2.0.Co;2  0.471
1998 Tangang FT, Tang B, Monahan AH, Hsieh WW. Forecasting ENSO events: A neural network-extended EOF approach Journal of Climate. 11: 29-41. DOI: 10.1175/1520-0442(1998)011<0029:Feeann>2.0.Co;2  0.484
1998 Tangang FT, Hsieh WW, Tang B. Forecasting regional sea surface temperatures in the tropical Pacific by neural network models, with wind stress and sea level pressure as predictors Journal of Geophysical Research C: Oceans. 103: 7511-7522. DOI: 10.1029/97Jc03414  0.465
1997 Allen SE, Hsieh WW. How does the El Niño-generated coastal current propagate past the Mendocino escarpment? Journal of Geophysical Research C: Oceans. 102: 24977-24985. DOI: 10.1029/97Jc01583  0.401
1997 Tangang FT, Hsieh WW, Tang B. Forecasting the equatorial Pacific sea surface temperatures by neural network models Climate Dynamics. 13: 135-147. DOI: 10.1007/S003820050156  0.47
1997 Lu J, Hsieh WW. Adjoint data assimilation in coupled atmosphere-ocean models: Determining model parameters in a simple equatorial model Quarterly Journal of the Royal Meteorological Society. 123: 2115-2139. DOI: 10.1002/Qj.49712354316  0.413
1996 Hsieh WW, Bryan K. Redistribution of sea level rise associated with enhanced greenhouse warming: A simple model study Climate Dynamics. 12: 535-544. DOI: 10.1007/Bf00207937  0.428
1995 Zou J, Hsieh WW, Navon IM. Sequential Open-Boundary Control by Data Assimilation in a Limited-Area Model Monthly Weather Review. 123: 2899-2909. DOI: 10.1175/1520-0493(1995)123<2899:Sobcbd>2.0.Co;2  0.317
1995 Hsieh WW, Ware DM, Thomson RE. Wind-induced upwelling along the west coast of North America, 1899- 1988 Canadian Journal of Fisheries and Aquatic Sciences. 52: 325-334. DOI: 10.1139/F95-033  0.429
1995 XIE L, HSIEH WW. The global distribution of wind‐induced upwelling Fisheries Oceanography. 4: 52-67. DOI: 10.1111/J.1365-2419.1995.Tb00060.X  0.363
1993 Wendong Fang, Hsieh WW. Summer sea surface temperature variability off Vancouver Island from satellite data Journal of Geophysical Research. 98. DOI: 10.1029/93Jc01210  0.406
1992 HSIEH WW, BOER GJ. Global climate change and ocean upwelling Fisheries Oceanography. 1: 333-338. DOI: 10.1111/J.1365-2419.1992.Tb00005.X  0.449
1992 Lee WG, Holloway G, Hsieh WW. Importance of bottom topography in the seasonal cycle of the north Pacific subarctic gyre: Research note Atmosphere - Ocean. 30: 140-145. DOI: 10.1080/07055900.1992.9649434  0.409
1991 Hsieh WW, Lee WG, Mysak LA. Using a numerical model of the northeast Pacific Ocean to study the interannual variability of the Fraser River sockeye salmon (Oncorhynchus nerka) Canadian Journal of Fisheries and Aquatic Sciences. 48: 623-630. DOI: 10.1139/F91-080  0.42
1991 Hsieh WW, Hamor BV. The el nino-southern oscillation in south-eastern australian waters Marine and Freshwater Research. 42: 263-275. DOI: 10.1071/MF9910263  0.302
1989 Liusen Xie, Hsieh WW. Predicting the return migration routes of the Fraser River sockeye salmon (Oncorhynchus nerka) Canadian Journal of Fisheries and Aquatic Sciences. 46: 1287-1292. DOI: 10.1139/F89-165  0.344
1989 Bürgert R, Hsieh WW. Spectral analysis of the avhrr sea surface temperature variability off the west coast of Vancouver Island Atmosphere - Ocean. 27: 577-587. DOI: 10.1080/07055900.1989.9649354  0.354
1987 Weaver AJ, Hsieh WW. The Influence of Buoyancy Flux from Estuaries on Continental Shelf Circulation Journal of Physical Oceanography. 17: 2127-2140. DOI: 10.14288/1.0041798  0.393
1987 Hsieh WW. A numerical study of the seasonal cycle in the Northeast Pacific Ocean as driven by the wind stress and surface heat flux Atmosphere - Ocean. 25: 375-386. DOI: 10.1080/07055900.1987.9649281  0.358
1987 Middleton JH, Cahill ML, Hsieh WW. Edge waves on the Sydney coast Journal of Geophysical Research: Oceans. 92: 9487-9493. DOI: 10.1029/Jc092Ic09P09487  0.322
1984 Hsieh WW, Gill AE. The Rossby Adjustment Problem in a Rotating, Stratified Channel, with and without Topography Journal of Physical Oceanography. 14: 424-437. DOI: 10.1175/1520-0485(1984)014<0424:Trapia>2.0.Co;2  0.346
1983 Parsons TR, Perry RI, Nutbrown ED, Hsieh W, Lalli CM. Frontal zone analysis at the mouth of Saanich Inlet, British Columbia, Canada Marine Biology. 73: 1-5. DOI: 10.1007/Bf00396279  0.35
1982 Hsieh WW. Observations of Continental Shelf Waves off Oregon and Washington Journal of Physical Oceanography. 12: 887-896. DOI: 10.1175/1520-0485(1982)012<0887:Oocswo>2.0.Co;2  0.357
1982 Hsieh WW. On the detection of continental shelf waves J. Phys. Oceanogr.. 12: 414-427. DOI: 10.1175/1520-0485(1982)012<0414:Otdocs>2.0.Co;2  0.336
1980 Hsieh WW, Mysak LA. Resonant interactins between shelf waves, with applications to the Oregon Shelf J. Phys. Oceanogr.. 10: 1729-1741. DOI: 10.1175/1520-0485(1980)010<1729:Ribsww>2.0.Co;2  0.305
Show low-probability matches.