Yvette Everingham
- yvette.everingham@jcu.edu.au
- Professor, Promotional Chair
Projects
0
Publications
52
Awards
3
Biography
Yvette is a specialist in multi-model data fusion who is dedicated to (i) identifying strategies that will deliver better student learning outcomes in STEM education, and (ii) researching agtech solutions to help agricultural industries increase profits with a smaller environmental footprint under challenging climates.
Currently, Yvette holds positions as Director of AgTAC (Agriculture, Technology and Adoption Centre) and Professor in Data Science at James Cook University.
Previous positions include Climate Impacts Scientist (CSIRO), Associate Dean Graduate Research Studies (JCU), Focus Area Chair for Agricultural Weather and Climate Services (World Meteorological Organisation, Geneva) and Associate Editor for the Journal of Agronomy for Sustainable Development.
Teaching
Research Advisor Accreditation
Advisor Type
Mentor
Current JCU Research Students
Searching for Pulsating Stars in the Gap Between the SPB and d Scuti Domains Through Machine Learning and Data Mining Techniques
Doctor of Philosophy (Natural and Physical Sciences)
Merging Rain Gauge and Weather Radar Data to Produce Rainfall Grids in Australia
Master of Philosophy (Natural and Physical Sciences)
Development of a Smart irrigation system using IOT and Remote Sensing integrated with Machine Learning Algorithms to improve water efficiency in Agriculture
Doctor of Philosophy (Engineering and Related Technologies)
Enhancing Explainability in Large Language Models through Attention Visualization and Rule-Based Explanation.
Doctorate by Research - time-based
Completed JCU Research Students
Benthic irradiance in the Great Barrier Reef: model, spatiotemporal patterns, and index of water quality
Doctor of Philosophy (Natural and Physical Sciences)- 2022
Harnessing seasonal GCM forecasts for crop yield forecasting through multivariate forecast post-processing methods
Doctor of Philosophy (Natural and Physical Sciences)- 2019
Statistical data mining algorithms for optimising analysis of spectroscopic data from on-line NIR mill systems
Doctor of Philosophy (Natural and Physical Sciences)- 2020
The non-invasive assessment of avocado maturity and quality
Doctorate by Research - time-based- 2018
Activities
Associations
Awards
Output
Madhukumar, Neethu; Wang, Eric; Everingham, Yvette; Xiang, Wei (2024) 'Hybrid Transformer Network fo. IEEE Access, 12 :48898-48909. [DOI] ...
Collins, Brian; Attard, Steve; Banhalmi-Zakar, Zsuzsa; Everingham, Yvette (2023) 'i-RAT: A discussio. Computers and El, 215 . [DOI] ...
Biggs, J.S.; Everingham, Y.; Skocaj, D.M.; Schroeder, B.L.; Sexton, J.; Thorburn, P.J. (2021) 'The p. Mar, 1...
Dias, Henrique Boriolo; Inman-Bamber, Geoff; Sentelhas, Paulo Cesar; Everingham, Yvette; Bermejo, Ro...
Dias, Henrique Boriolo; Sentelhas, Paulo Cesar; Inman-Bamber, Geoff; Everingham, Yvette (2021) 'Suga. In, ...
Traits for canopy development and light interception by twenty-seven Brazilian sugarcane varieties
2020
Dias, Henrique Boriolo; Inman-Bamber, Geoff; Everingham, Yvette; Sentelhas, Paulo Cesar; Bermejo, Ro...
Sexton, Justin; Everingham, Yvette; Donald, David; Staunton, Steve; White, Ronald (2020) 'Investigat. Computer, 168 . ...
Schepen, Andrew; Everingham, Yvette; Wang, Quan (2020) 'An improved workflow for calibration and dow. Agricultural and Forest Meteorology, 291 . [DOI] ...
Schepen, Andrew; Everingham, Yvette; Wang, Quan (2020) 'On the joint calibration of multivariate sea. Monthly Weather Review, 148 (1):437-456. [DOI] ...
Development of a closed-loop irrigation system for sugarcane farms using the Internet of Things
2020
Wang, E.; Attard, S.; Linton, A.; McGlinchey, M.; Xiang, W.; Philippa, B.; Everingham, Y. (2020) 'De. ...
D'Lima, Coralie; Everingham, Yvette; Diedrich, Amy; Mustika, Putu L.; Hamann, Mark; Marsh, Helene (2...
Brice, Sara M.; Ness, Kevin F.; Everingham, Yvette L.; Rosemond, Doug; Judge, Lawrence W. (2018) 'An. ...
Sexton, Justin; Everingham, Yvette; Donald, David; Staunton, Steve; White, Ronald (2018) 'A comparis. Journal , 26 (5)...
Everingham, Yvette L.; Gyuris, Emma; Connolly, Sean R. (2017) 'Enhancing student engagement to posit. International Journal of Mathematic, 48 (8):1153-1165. [DOI] ...
Sexton, J.; Everingham, Y.L.; Inman-Bamber, G. (2017) 'A global sensitivity analysis of cultivar tra. European Journal of Agronomy, 88 :96-105. [DOI] ...
Cleguer, C.; Garrigue, C.; Fuentes, M.M.P.B.; Everingham, Y.; Hagihara, R.; Hamann, M.; Payri, C.; M...
Stokes, C.J.; Inman-Bamber, N.G.; Everingham, Y.L.; Sexton, J. (2016) 'Measuring and modelling CO2 e. 78 :68-78. [DOI] ...
Schepen, Andrew; Wang , Q.J.; Everingham, Yvette (2016) 'Calibration, bridging and merging to improv. Monthly Weather Review, 144 :2421-2441. [DOI] ...
Sexton, J.; Everingham, Y.; Inman-Bamber, G. (2016) 'A theoretical and real world evaluation of two . 83 :126-142. [DOI] ...
Everingham, Yvette; Sexton, Justin; Skocaj, Danielle; Inman-Bamber, Geoff (2016) 'Accurate predictio. Agronomy for Sus, 36 (27):1-9. ...
Everingham, Yvette; Inman-Bamber, Geoff; Sexton, Justin; Stokes, Chris (2015) 'A dual ensemble agroc. 6 :870-888. [DOI] ...
Mustika, Putu Liza Kusuma; Birtles, Alastair; Everingham, Yvette; Marsh, Helene (2015) 'Evaluating t. Marine Mam, 31 (2):8...
Sexton, Justin; Everingham, Yvette; Timbal, Bertrand (2015) 'Harvest disruption projections for the . International Journal of Climate Chan, 7 (1):41-57. [DOI] ...
Berg Soto, Alvaro; Marsh, Helene; Everingham, Yvette; Smith, Joshua N.; Parra, Guido J.; Noad, Micha...
Berg Soto, Alvaro; Cagnazzi, Daniele; Everingham, Yvette; Parra, Guido J.; Noad, Michael; Marsh, Hel...
Mustika, Putu Liza Kusuma; Birtles, Alastair; Everingham, Yvette; Marsh, Helene (2013) 'The human di. Journal of, 21 (2):2...
Everingham, Yvette; Gyuris, Emma; Sexton, Justin (2013) 'Using student feedback to improve student a. International Journal of Mathematical Edu, 44 (6):877-892. [DOI] ...
Skocaj, Danielle M.; Everingham, Yvette L.; Schroeder, Bernard L. (2013) 'Nitrogen management guidel. 1 (1):51-71. [DOI] ...
Llewellyn, Lyndon E.; Everingham, Yvette L.; Lough, Janice M. (2012) 'Pharmacokinetic modelling of m. Geochimica et Cosmochimica A, 83 :263-271. [DOI] ...
Everingham, Yvette L.; Stoeckl, Natalie E.; Cusack, Justin; Osborne, John A. (2012) 'Quantifying the. International, 32 (7):1069...
Gyuris, Emma; Everingham, Yvette; Sexton, Justin (2012) 'Maths anxiety in a first year introductory . International Journal of Innovation in Sc, 20 (2):42-54. ...
Everingham, Yvette L.; Reason, C.J.C. (2011) 'Interannual variability in rainfall and wet spell freq. International Journal of Climatology, 31 (1):144-152. [DOI] ...
Donald, David; Coomans, Danny; Everingham, Yvette (2011) 'Joint multiple adaptive wavelet regression. 108 (2):133-141. [DOI] ...
Thorburn, P.J.; Jakku, E.; Webster, A.J.; Everingham, Y.L. (2011) 'Agricultural decision support sys. 9 (2):322-333. [DOI] ...
Clarke, Allan J.; Van Gorder, Stephen; Everingham, Yvette (2010) 'Forecasting long-lead rainfall pro. JOURNAL OF APPLIED METEOROLOGY A, 49 (7):1443-1453. [DOI] ...
Everingham, Y.L.; Smyth, C.W.; Inman-Bamber, N.G. (2009) 'Ensemble data mining approaches to forecas. Agricultural and Forest Meteorology, 149 (3):689-686. [DOI] ...
Everingham, Yvette ; Baillie, Craig; Inman-Bamber, Geoff; Baillie, Justine (2008) 'Forecasting water. 36 (3):231-239....
Everingham, Y.L.; Clarke, A.J.; Van Gorder, S. (2008) 'Long lead rainfall forecasts for the Australi. International Journal of Climatology, 28 (1):111-117. [DOI] ...
Everingham, Y.L.; Inman-Bamber, N.G.; Thorburn, P.J.; McNeill, T.J. (2007) 'A Bayesian modelling app. 58 (2):87-94. ...
Everingham, Y.L.; Lowe, K.H.; Donald, D.A.; Coomans, D.H.; Markley, J. (2007) 'Advanced satellite im. Agronomy for Sustai, 27 (2):111-117. ...
Donald, David; Hancock, Tim; Coomans, Danny; Everingham, Yvette (2006) 'Bagged super wavelets reduct. 82 (1-2):2-7. [DOI] ...
Smyth, Christine; Coomans, Danny; Everingham, Yvette (2006) 'Clustering noisy data in a reduced dime. Pattern Recognition, 39 (3):424-431. [DOI] ...
Smyth, Christine; Coomans, Danny; Everingham, Yvette; Hancock, Timothy (2006) 'Auto-associative mult. 80 (1):120-129. [D ...
Donald, David; Coomans, Danny; Everingham, Yvette; Cozzolino, Daniel; Gishen, Mark; Hancock, Tim (20...
Hancock, Tim; Put, Raf; Coomans, Danny; Vander Heyden, Yvan; Everingham, Yvette (2005) 'A performanc. 76 (2):185...
Integrated wavelet principal component mapping for unsupervised clustering on near infra-red spectra
2005
Donald, David; Everingham, Yvette; Coomans, Danny (2005) 'Integrated wavelet principal component map. 77 (1-2):32-42. [DOI] ...
Potgieter, A.B.; Everingham, Y.L.; Hammer, G.L. (2003) 'On measuring quality of a probabilistic comm. International Journal of Climatology, 23 (10):1195-1210. [DOI] ...
Everingham, Y.L.; Muchow, R.C.; Stone, R.C.; Coomans, D.H. (2003) 'Using southern oscillation index . International Journal of Climat, 23 (10):1211-1218. [DOI] ...
Everingham, Y.L.; Muchow, R.C.; Stone, R.C.; Inman-Bamber, N.G.; Singels, A.; Bezuidenhout, C.N. (20...
Mallet, Yvette; Coomans, Danny; Kautsky, Jerry; De Vel, Olivier (1997) 'Classification using adaptiv. IEEE Transactions on Patte, 19 (10):1058-1066. [DOI ...
Wu, W.; Mallet, Y.; Walczak, B.; Penninckx, W.; Massart, D.L.; Heuerding, S.; Erni, F. (1996) 'Compa. Ana, 3...
Mallet, Y.; Coomans, D.; de Vel, O. (1996) 'Recent developments in discriminant analysis on high dim. 35 (2):157-173. [DOI] ...