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Yvette Everingham

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
Enhancing Explainability in Large Language Models through Attention Visualization and Rule-Based Explanation.
Doctorate by Research - time-based
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)
Completed JCU Research Students
The non-invasive assessment of avocado maturity and quality
Doctorate by Research - time-based- 2018
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

Activities

Associations
Standing Committee for Agricultural Services in the World Meteorological Organisation to review and update standards on drought and agrometeorological services across agricultural value chains including fisheries.
2020
Expert Team Leader, World Meteorological Organisation (Weather and Climate Extremes and Agricultural Industry Needs)
2015
Invited speaker to address the 12th African-Caribbean-Pacific Island Ministerial Conference on Climate Resilience of Sugarcane Production Systems.
2011
Associate Editor: Agonomy for Sustainable Development
2010 - 2022
World Meteorological Focus Area Chair for ‘Weather and Climate Services for Agriculture'.
2018 - 2019
Delivered the Last Lecture for James Cook University
2014
Awards
Office for Learning and Teaching Citation for outstanding contributions to student learning.
2014
JCU Citation for outstanding contributions to student learning.
2014
Sugar Research and Development Award for outstanding research contributions to the Australian sugar industry.
2008

Output

Hybrid Transformer Network for Soil Moisture Estimation in Precision Irrigation
2024
Madhukumar, Neethu; Wang, Eric; Everingham, Yvette; Xiang, Wei (2024) 'Hybrid Transformer Network fo. IEEE Access, 12 :48898-48909. [DOI] ...
Journal Publication ResearchOnline@JCU
i-RAT: A discussion support system to rapidly assess economic and environmental impacts resulting from different sugarcane irrigation practices
2023
Collins, Brian; Attard, Steve; Banhalmi-Zakar, Zsuzsa; Everingham, Yvette (2023) 'i-RAT: A discussio. Computers and El, 215 . [DOI] ...
Journal Publication ResearchOnline@JCU
The potential for refining nitrogen fertiliser management through accounting for climate impacts: an exploratory study for the Tully region
2021
Biggs, J.S.; Everingham, Y.; Skocaj, D.M.; Schroeder, B.L.; Sexton, J.; Thorburn, P.J. (2021) 'The p. Mar, 1...
Journal Publication ResearchOnline@JCU
High-yielding sugarcane in tropical Brazil - integrating field experimentation and modelling approach for assessing variety performances
2021
Dias, Henrique Boriolo; Inman-Bamber, Geoff; Sentelhas, Paulo Cesar; Everingham, Yvette; Bermejo, Ro...
Journal Publication ResearchOnline@JCU
Sugarcane yield future scenarios in Brazil as projected by the APSIM-Sugar model
2021
Dias, Henrique Boriolo; Sentelhas, Paulo Cesar; Inman-Bamber, Geoff; Everingham, Yvette (2021) 'Suga. In, ...
Journal Publication ResearchOnline@JCU
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...
Journal Publication ResearchOnline@JCU
An improved workflow for calibration and downscaling of GCM climate forecasts for agricultural applications – a case study on prediction of sugarcane yield in Australia
2020
Schepen, Andrew; Everingham, Yvette; Wang, Quan (2020) 'An improved workflow for calibration and dow. Agricultural and Forest Meteorology, 291 . [DOI] ...
Journal Publication ResearchOnline@JCU
On the joint calibration of multivariate seasonal climate forecasts from GCMs
2020
Schepen, Andrew; Everingham, Yvette; Wang, Quan (2020) 'On the joint calibration of multivariate sea. Monthly Weather Review, 148 (1):437-456. [DOI] ...
Journal Publication ResearchOnline@JCU
Investigating the identification of atypical sugarcane using NIR analysis of online mill data
2020
Sexton, Justin; Everingham, Yvette; Donald, David; Staunton, Steve; White, Ronald (2020) 'Investigat. Computer, 168 . ...
Journal Publication ResearchOnline@JCU
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. ...
Journal Publication ResearchOnline@JCU
Using multiple indicators to evaluate the sustainability of dolphin-based wildlife tourism in rural India
2018
D'Lima, Coralie; Everingham, Yvette; Diedrich, Amy; Mustika, Putu L.; Hamann, Mark; Marsh, Helene (2...
Journal Publication ResearchOnline@JCU
Analysis of the separation angle between the thorax and pelvis, and its association with performance in the hammer throw
2018
Brice, Sara M.; Ness, Kevin F.; Everingham, Yvette L.; Rosemond, Doug; Judge, Lawrence W. (2018) 'An. ...
Journal Publication ResearchOnline@JCU
A comparison of non-linear regression methods for improved on-line near infrared spectroscopic analysis of a sugarcane quality measure
2018
Sexton, Justin; Everingham, Yvette; Donald, David; Staunton, Steve; White, Ronald (2018) 'A comparis. Journal , 26 (5)...
Journal Publication ResearchOnline@JCU
Enhancing student engagement to positively impact mathematics anxiety, confidence and achievement for interdisciplinary science subjects
2017
Everingham, Yvette L.; Gyuris, Emma; Connolly, Sean R. (2017) 'Enhancing student engagement to posit. International Journal of Mathematic, 48 (8):1153-1165. [DOI] ...
Journal Publication ResearchOnline@JCU
A global sensitivity analysis of cultivar trait parameters in a sugarcane growth model for contrasting production environments in Queensland, Australia
2017
Sexton, J.; Everingham, Y.L.; Inman-Bamber, G. (2017) 'A global sensitivity analysis of cultivar tra. European Journal of Agronomy, 88 :96-105. [DOI] ...
Journal Publication ResearchOnline@JCU
Drivers of change in the relative abundance of dugongs in New Caledonia
2017
Cleguer, C.; Garrigue, C.; Fuentes, M.M.P.B.; Everingham, Y.; Hagihara, R.; Hamann, M.; Payri, C.; M...
Journal Publication ResearchOnline@JCU
A theoretical and real world evaluation of two Bayesian techniques for the calibration of variety parameters in a sugarcane crop model
2016
Sexton, J.; Everingham, Y.; Inman-Bamber, G. (2016) 'A theoretical and real world evaluation of two . 83 :126-142. [DOI] ...
Journal Publication ResearchOnline@JCU
Accurate prediction of sugarcane yield using a random forest algorithm
2016
Everingham, Yvette; Sexton, Justin; Skocaj, Danielle; Inman-Bamber, Geoff (2016) 'Accurate predictio. Agronomy for Sus, 36 (27):1-9. ...
Journal Publication ResearchOnline@JCU
Measuring and modelling CO2 effects on sugarcane
2016
Stokes, C.J.; Inman-Bamber, N.G.; Everingham, Y.L.; Sexton, J. (2016) 'Measuring and modelling CO2 e. 78 :68-78. [DOI] ...
Journal Publication ResearchOnline@JCU
Calibration, bridging and merging to improve GCM seasonal temperature forecasts in Australia
2016
Schepen, Andrew; Wang , Q.J.; Everingham, Yvette (2016) 'Calibration, bridging and merging to improv. Monthly Weather Review, 144 :2421-2441. [DOI] ...
Journal Publication ResearchOnline@JCU
A dual ensemble agroclimate modelling procedure to assess climate change impacts on sugarcane production in Australia
2015
Everingham, Yvette; Inman-Bamber, Geoff; Sexton, Justin; Stokes, Chris (2015) 'A dual ensemble agroc. 6 :870-888. [DOI] ...
Journal Publication ResearchOnline@JCU
Evaluating the potential disturbance from dolphin watching in Lovina, north Bali, Indonesia
2015
Mustika, Putu Liza Kusuma; Birtles, Alastair; Everingham, Yvette; Marsh, Helene (2015) 'Evaluating t. Marine Mam, 31 (2):8...
Journal Publication ResearchOnline@JCU
Harvest disruption projections for the Australian sugar industry
2015
Sexton, Justin; Everingham, Yvette; Timbal, Bertrand (2015) 'Harvest disruption projections for the . International Journal of Climate Chan, 7 (1):41-57. [DOI] ...
Journal Publication ResearchOnline@JCU
Discriminating between the vocalizations of Indo-Pacific humpback and Australian snubfin dolphins in Queensland, Australia
2014
Berg Soto, Alvaro; Marsh, Helene; Everingham, Yvette; Smith, Joshua N.; Parra, Guido J.; Noad, Micha...
Journal Publication ResearchOnline@JCU
Nitrogen management guidelines for sugarcane production in Australia: can these be modified for wet tropical conditions using seasonal climate forecasting?
2013
Skocaj, Danielle M.; Everingham, Yvette L.; Schroeder, Bernard L. (2013) 'Nitrogen management guidel. 1 (1):51-71. [DOI] ...
Journal Publication ResearchOnline@JCU
Using student feedback to improve student attitudes and mathematical confidence in a first year interdisciplinary quantitative course: from the ashes of disaster!
2013
Everingham, Yvette; Gyuris, Emma; Sexton, Justin (2013) 'Using student feedback to improve student a. International Journal of Mathematical Edu, 44 (6):877-892. [DOI] ...
Journal Publication ResearchOnline@JCU
The human dimensions of wildlife tourism in a developing country: watching spinner dolphins at Lovina, Bali, Indonesia
2013
Mustika, Putu Liza Kusuma; Birtles, Alastair; Everingham, Yvette; Marsh, Helene (2013) 'The human di. Journal of, 21 (2):2...
Journal Publication ResearchOnline@JCU
Acoustic alarms elicit only subtle responses in the behaviour of tropical coastal dolphins in Queensland, Australia
2013
Berg Soto, Alvaro; Cagnazzi, Daniele; Everingham, Yvette; Parra, Guido J.; Noad, Michael; Marsh, Hel...
Journal Publication ResearchOnline@JCU
Pharmacokinetic modelling of multi-decadal luminescence time series in coral skeletons
2012
Llewellyn, Lyndon E.; Everingham, Yvette L.; Lough, Janice M. (2012) 'Pharmacokinetic modelling of m. Geochimica et Cosmochimica A, 83 :263-271. [DOI] ...
Journal Publication ResearchOnline@JCU
Quantifying the benefits of a long-lead ENSO prediction model to enhance harvest management: a case study for the Herbert sugarcane growing region, Australia
2012
Everingham, Yvette L.; Stoeckl, Natalie E.; Cusack, Justin; Osborne, John A. (2012) 'Quantifying the. International, 32 (7):1069...
Journal Publication ResearchOnline@JCU
Maths anxiety in a first year introductory quantitative skills subject at a regional Australian university – establishing a baseline
2012
Gyuris, Emma; Everingham, Yvette; Sexton, Justin (2012) 'Maths anxiety in a first year introductory . International Journal of Innovation in Sc, 20 (2):42-54. ...
Journal Publication ResearchOnline@JCU
Interannual variability in rainfall and wet spell frequency during the New South Wales sugarcane harvest season
2011
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] ...
Journal Publication ResearchOnline@JCU
Joint multiple adaptive wavelet regression ensembles
2011
Donald, David; Coomans, Danny; Everingham, Yvette (2011) 'Joint multiple adaptive wavelet regression. 108 (2):133-141. [DOI] ...
Journal Publication ResearchOnline@JCU
Agricultural decision support systems facilitating co-learning: a case study on environmental impacts of sugarcane production
2011
Thorburn, P.J.; Jakku, E.; Webster, A.J.; Everingham, Y.L. (2011) 'Agricultural decision support sys. 9 (2):322-333. [DOI] ...
Journal Publication ResearchOnline@JCU
Forecasting long-lead rainfall probability with application to Australia's Northeastern coast
2010
Clarke, Allan J.; Van Gorder, Stephen; Everingham, Yvette (2010) 'Forecasting long-lead rainfall pro. JOURNAL OF APPLIED METEOROLOGY A, 49 (7):1443-1453. [DOI] ...
Journal Publication ResearchOnline@JCU
Ensemble data mining approaches to forecast regional sugarcane crop production
2009
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] ...
Journal Publication ResearchOnline@JCU
Forecasting water allocations for Bundaberg sugarcane farmers
2008
Everingham, Yvette ; Baillie, Craig; Inman-Bamber, Geoff; Baillie, Justine (2008) 'Forecasting water. 36 (3):231-239....
Journal Publication ResearchOnline@JCU
Long lead rainfall forecasts for the Australian sugar industry
2008
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] ...
Journal Publication ResearchOnline@JCU
A Bayesian modelling approach for long lead sugarcane yield forecasts for the Australian sugar industry
2007
Everingham, Y.L.; Inman-Bamber, N.G.; Thorburn, P.J.; McNeill, T.J. (2007) 'A Bayesian modelling app. 58 (2):87-94. ...
Journal Publication ResearchOnline@JCU
Advanced satellite imagery to classify sugarcane crop characteristics
2007
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. ...
Journal Publication ResearchOnline@JCU
Clustering noisy data in a reduced dimension space via multivariate regression trees
2006
Smyth, Christine; Coomans, Danny; Everingham, Yvette (2006) 'Clustering noisy data in a reduced dime. Pattern Recognition, 39 (3):424-431. [DOI] ...
Journal Publication ResearchOnline@JCU
Auto-associative multivariate regression trees for cluster analysis
2006
Smyth, Christine; Coomans, Danny; Everingham, Yvette; Hancock, Timothy (2006) 'Auto-associative mult. 80 (1):120-129. [D ...
Journal Publication ResearchOnline@JCU
Adaptive wavelet modelling of a nested 3 factor experimental design in NIR chemometrics
2006
Donald, David; Coomans, Danny; Everingham, Yvette; Cozzolino, Daniel; Gishen, Mark; Hancock, Tim (20...
Journal Publication ResearchOnline@JCU
Bagged super wavelets reduction for boosted prostate cancer classification of seldi-tof mass spectral serum profiles
2006
Donald, David; Hancock, Tim; Coomans, Danny; Everingham, Yvette (2006) 'Bagged super wavelets reduct. 82 (1-2):2-7. [DOI] ...
Journal Publication ResearchOnline@JCU
A performance comparison of modern statistical techniques for molecular descriptor selection and retention prediction in chromatographic QSRR studies
2005
Hancock, Tim; Put, Raf; Coomans, Danny; Vander Heyden, Yvan; Everingham, Yvette (2005) 'A performanc. 76 (2):185...
Journal Publication ResearchOnline@JCU
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] ...
Journal Publication ResearchOnline@JCU
Using southern oscillation index phases to forecast sugarcane yields: a case study for northeastern Australia
2003
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] ...
Journal Publication ResearchOnline@JCU
On measuring quality of a probabilistic commodity forecast for a system that incorporates seasonal climate forecasts
2003
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] ...
Journal Publication ResearchOnline@JCU
Enhanced risk management and decision-making capability across the sugarcane industry value chain based on seasonal climate forecasts
2002
Everingham, Y.L.; Muchow, R.C.; Stone, R.C.; Inman-Bamber, N.G.; Singels, A.; Bezuidenhout, C.N. (20...
Journal Publication ResearchOnline@JCU
Classification using adaptive wavelets for feature extraction
1997
Mallet, Yvette; Coomans, Danny; Kautsky, Jerry; De Vel, Olivier (1997) 'Classification using adaptiv. IEEE Transactions on Patte, 19 (10):1058-1066. [DOI ...
Journal Publication ResearchOnline@JCU
Comparison of regularized discriminant analysis linear discriminant analysis and quadratic discriminant analysis applied to NIR data
1996
Wu, W.; Mallet, Y.; Walczak, B.; Penninckx, W.; Massart, D.L.; Heuerding, S.; Erni, F. (1996) 'Compa. Ana, 3...
Journal Publication ResearchOnline@JCU
Recent developments in discriminant analysis on high dimensional spectral data
1996
Mallet, Y.; Coomans, D.; de Vel, O. (1996) 'Recent developments in discriminant analysis on high dim. 35 (2):157-173. [DOI] ...
Journal Publication ResearchOnline@JCU