Dr Thong Nguyen-Huy

Dr Thong Nguyen-Huy
NameDr Thong Nguyen-Huy
Email Addressthong.nguyen-huy@unisq.edu.au
Job TitleResearch Fellow (Agricultural Climate Risk Management)
QualificationsBEng VNUHCM, MSpatSciTech USQ, PhD USQ
DepartmentCentre for Applied Climate Sciences (Research)
ORCIDhttps://orcid.org/0000-0002-2201-6666
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Biography

Dr Thong Nguyen-Huy has significant experience in teaching, research, and student supervision at all levels. His research interests include agricultural climate risk modeling. His research interests include agricultural climate risk modeling, environmental finance, geospatial intelligence, digital farming, renewable energy forecasting, decarbonization, and disaster risk management. He has substantial experience in developing and applying statistical and data-driven algorithms, copula-based models, optimization techniques, and GIS and remote sensing technologies to support decision-making. Dr Thong has a proven track record of publishing in high-impact journals and securing competitive funding. He collaborates closely with many universities, research institutions, and industry partners on projects aimed at enhancing climate risk management and agricultural resilience.

Employment

PositionOrganisationFromTo
Research FellowCentre for Applied Climate Sciences - UniSQ2023
LecturerSchool of Business - UniSQ20232023
Postdoctoral Research FellowFuture Drought Fund Hub - UniSQ20212022

Expertise

Computational Computational Statistics & Data Science

Agricultural Climate Risk Management

Environmental Finance

Geospatial Intelligence

Copula Modelling

Teaching

CIS8008 - Business Intelligence

CIS5206 - Data Mining for Business Analytics and Cyber Security

CIS8500 - Applied Research for Information System Professionals

Fields of Research

  • 300206. Agricultural spatial analysis and modelling
  • 300210. Sustainable agricultural development
  • 370401. Computational modelling and simulation in earth sciences
  • 370403. Geoscience data visualisation
  • 370499. Geoinformatics not elsewhere classified
  • 401302. Geospatial information systems and geospatial data modelling
  • 401304. Photogrammetry and remote sensing
  • 410199. Climate change impacts and adaptation not elsewhere classified
  • 410402. Environmental assessment and monitoring
  • 460106. Spatial data and applications
  • 460199. Applied computing not elsewhere classified
  • 460207. Modelling and simulation
  • 490106. Financial mathematics
  • 490199. Applied mathematics not elsewhere classified
  • 490501. Applied statistics
  • 490510. Stochastic analysis and modelling

Professional Membership

Professional MembershipYear
QLD Surveying and Spatial Sciences Institute (SSSI) 2016-2017
Australian Mathematical Society 2016-2018
Australian Academy of Science EMCR Forum 2022
Australian Meteorological and Oceanographic Society 2024
BEng
VNUHCM
2009
MSpatSciTech
USQ
2013
PhD
USQ
2019

Current Supervisions

Research TitleSupervisor TypeLevel of StudyCommenced
Application of GIS/GPS in Pavement Management System ¿ the case study of Tan Son Nhat International Airport in the development of Terminal 3 and taxi-way improvementAssociate SupervisorMasters2024
Uncertainty in Predicting Soil Water and Plant Available Water at High-Resolution ScalesPrincipal SupervisorDoctoral2021
An investigation of artificial intelligence methods to predict Tetrahydrocannabinol (THC) content and visually identify risks in outdoor cultivations of Cannabis sativa and Cannabis indicaAssociate SupervisorDoctoral2019
Remote sensing for yield estimation and index-based insurance for coffee in Central Highlands, VietnamAssociate SupervisorDoctoral2019

Completed Supervisions

Research TitleSupervisor TypeLevel of StudyCompleted
Artificial Intelligence and Copula-Probabilistic Models for Early Flood Warning and Community Risk Management: Case Studies in Fiji IslandsAssociate SupervisorMasters2024
DEVELOPMENT AND EVALUATION OF DATA-DRIVEN MODELSFOR ELECTRICITY DEMAND FORECASTING IN QUEENSLAND,AUSTRALIAAssociate SupervisorMasters2020
Forecasting seasonal rainfall with copula modelling approach for agricultural stations in Papua New GuineaAssociate SupervisorMasters2019
Project titleDetailsYear
Aus4Innovation Innovation Partnership Grants - Round 4Improving crop monitoring and access to information by smallholder farmers and government decision-makers in Vietnam (PI)2024
Early Career Researcher Development Program Improving soil moisture estimate using satellite data and artificial intelligence (CI)2023
APN Collaborative Regional Research ProgrammeDeveloping a new integrated physical-statistical-financial approach for regional flood risk reduction under climate change (CI)2023
DateNameAwarding organisationUnderpinning research
2012Graduate Coursework PrizeUniversity of Southern Queensland & QLD Surveying and Spatial Sciences Institute
2013Capacity Building Workshop of Atmospheric Correction of Earth Observation Data for Environmental Monitoring: Theory and Best PracticesGISTDA Training Facility, Thailand
2013International School on Atmosphere-Ionosphere RadarNational Central University, Taiwan
2013Capacity Building Workshop of Satellite Remote Sensing for Southeast Asian ScientistsNational Central University, Taiwan
2014Do Son School - Environmental Monitoring from SpaceVietnam Academy of Science and Technology (VAST) & French National Centre for Scientific Research (CNRS)
2015Postgraduate Research Scholarship University of Southern Queensland
2019Award for Excellence in Doctoral ResearchUniversity of Southern Queensland
2019Unit Specific Publication Excellence AwardUniversity of Southern Queensland
2021Climate Risk Research Award (Top 10 Globally)Allianz
2023Invited Speaker - The 4th International Conference of Food Security and Sustainable Agriculture in the TropicsHasanuddin University, IndonesiaDigital Farming: An Overview of Its Fundamental Components and Applications
2024Invited Speaker - Multivariate Dependence Modelling: Theory and ApplicationsMATRIX Research Program, University of Melbourne
2024Invited Speaker – The 9th IC-FANRes 2024 – International Conference of Food, Agriculture, and Natural Resources 2024Hasanuddin University, Indonesia

Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts

Ghimire, Sujan, AL-Musaylh, Mohanad S., Nguyen-Huy, Thong, Deo, Ravinesh C., Acharya, Rajendra, Casillas-Perez, David, Yaseen, Zaher Mundher and Salcedo-sanz, Sancho. 2025. "Explainable deeply-fused nets electricity demand prediction model: Factoring climate predictors for accuracy and deeper insights with probabilistic confidence interval and point-based forecasts." Applied Energy. 378 (Part A). https://doi.org/10.1016/j.apenergy.2024.124763

Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model

Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Raj, Nawin, Ghimire, Sujan, Yaseen, Zaher Mundher, Nguyen-Huy, Thong and Ghahramani, Afshin. 2024. "Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model." Water. 16 (21), p. 3133. https://doi.org/10.3390/w16213133

Spatiotemporal performance evaluation of high-resolution multiple satellite and reanalysis precipitation products over the semiarid region of India

Devadarshini, Elangovan, Bhuvaneswari, Kulanthaivelu, Kumar, Shanmugam Mohan, Geethalakshmi, Vellingiri, Dhasarathan, Manickam, Senthil, Alagarsamy, Senthilraja, Kandasamy, Mushtaq, Shahbaz, Nguyen-Huy, Thong, Mai, Thanh and Kouadio, Louis. 2024. "Spatiotemporal performance evaluation of high-resolution multiple satellite and reanalysis precipitation products over the semiarid region of India." Environmental Monitoring and Assessment. 196. https://doi.org/10.1007/s10661-024-13152-6

Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices

Ahmed, A.A. Masrur, Akther, Shahida, Nguyen-Huy, Thong, Raj, Nawin, Jui (Student), S Janifer and S.Z., Farzana. 2024. "Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices." Journal of Hydro-Environment Research. 57, pp. 12-26. https://doi.org/10.1016/j.jher.2024.09.001

Harnessing a systems approach for sustainable adaptation in vulnerable mega-deltas: A case study of the dyke heightening program in the Vietnamese Mekong Delta's floodplains

Mai, Thanh, Mushtaq, Shahbaz, Tong, Yen Dan, Nguyen-Huy, Thong, Richards, Russell and Marcussen, Torben. 2024. "Harnessing a systems approach for sustainable adaptation in vulnerable mega-deltas: A case study of the dyke heightening program in the Vietnamese Mekong Delta's floodplains." Science of the Total Environment. 954. https://doi.org/10.1016/j.scitotenv.2024.176501

Pyrolytic Pathway of Wheat Straw Pellet by the Thermogravimetric Analyzer

Nath, Bidhan, Bowtell, Les, Chen, Guangnan, Graham, Elizabeth and Nguyen-Huy, Thong. 2024. "Pyrolytic Pathway of Wheat Straw Pellet by the Thermogravimetric Analyzer." Energies. 17 (15). https://doi.org/10.3390/en17153693

Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers

Nguyen-Huy, Thong, Kath, Jarrod, Kouadio, Louis, King, Rachel, Mushtaq, Shahbaz and Barratt, Jonathan. 2024. "Integrating rainfall index-based insurance with optimal crop management strategies can reduce financial risks for Australian dryland cotton farmers." Sustainable Futures. 8. https://doi.org/10.1016/j.sftr.2024.100249

Pyrolysis of wheat straw pellets in a pilot-scale reactor: Effect of temperature and residence time

Nath, Bidhan, Chen, Guangnan, Bowtell, Les and Nguyen-Huy, Thong. 2024. "Pyrolysis of wheat straw pellets in a pilot-scale reactor: Effect of temperature and residence time." Energy Science and Engineering. 12 (8), pp. 3524-3539. https://doi.org/10.1002/ese3.1833

Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index

Chand, Ravinesh, Nguyen-Huy, Thong, Deo, Ravinesh C., Ghimire, Sujan, Ali, Mumtaz and Ghahramani, Afshin. 2024. "Copula-Probabilistic Flood Risk Analysis with an Hourly Flood Monitoring Index." Water. 16 (11). https://doi.org/10.3390/w16111560

Climate change and human health in Vietnam: a systematic review and additional analyses on current impacts, future risk, and adaptation

Tran, Nu Quy Linh, Le, Huynh Thi Cam Hong, Pham, Cong Tuan, Nguyen, Xuan Huong, Tran, Ngoc Dang, Tran, Tuyet-Hanh Thi, Nghiem, Son, Luong, Thi Mai Ly, Bui, Vinh, Nguyen-Huy, Thong, Doan, Van Quang, Dang, Kim Anh, Do, Thi Hoai Thuong, Ngo, Hieu Kim Thi, Nguyen, Truong Vien, Nguyen, Ngoc Huy, Do, Manh Cuong, Ton, Tuan Nghia, Dang, Thi Anh Thu, ..., Phung, Dung. 2023. "Climate change and human health in Vietnam: a systematic review and additional analyses on current impacts, future risk, and adaptation." The Lancet Regional Health - Western Pacific. 40. https://doi.org/10.1016/j.lanwpc.2023.100943

Enhancing climate resilience by combining practice and insurance strategies: A case study for cotton crop

Nguyen-Huy, Thong and Battersby, Kerry. 2023. "Enhancing climate resilience by combining practice and insurance strategies: A case study for cotton crop." Queensland Disaster Management Research Forum 2023. Brisbane, Australia 07 - 07 Nov 2023

A drought monitor for Australia

Guillory, Laura, Pudmenzky, Christa, Nguyen-Huy, Thong, Cobon, David and Stone, Roger. 2023. "A drought monitor for Australia." Environmental Modelling and Software. 170. https://doi.org/10.1016/j.envsoft.2023.105852

Gully erosion mapping susceptibility in a Mediterranean environment: A hybrid decision-making model

Hitouri, Sliman, Meriame, Mohajane, Ajim, Ali Sk, Pacheco, Quevedo Renata, Nguyen-Huy, Thong, Pham, Quoc Bao, ElKhrachy, Ismail and Varasano, Antonietta. 2024. "Gully erosion mapping susceptibility in a Mediterranean environment: A hybrid decision-making model." International Soil and Water Conservation Research. 12 (2), pp. 279-297. https://doi.org/10.1016/j.iswcr.2023.09.008

Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables

Ghimire, Sujan, Nguyen-Huy, Thong, AL-Musaylh, Mohanad S., Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2023. "Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables." Energy and AI. 14. https://doi.org/10.1016/j.egyai.2023.100302

A systematic review of emerging environmental markets: Potential pathways to creating shared value for communities

Mittahalli Byrareddy, Vivekananda M, Islam, Md Aminul, Nguyen-Huy, Thong and Slaughter, Geoff. 2023. "A systematic review of emerging environmental markets: Potential pathways to creating shared value for communities ." Heliyon. 9 (9). https://doi.org/10.1016/j.heliyon.2023.e19754

Flash flood-risk areas zoning using integration of decision-making trial and evaluation laboratory, GIS-based analytic network process and satellite-derived information

Taherizadeh, Mehrnoosh, Niknam, Arman, Nguyen-Huy, Thong, Mezősi, Gábor and Sarli, Reza. 2023. "Flash flood-risk areas zoning using integration of decision-making trial and evaluation laboratory, GIS-based analytic network process and satellite-derived information." Natural Hazards. 118 (3), p. 2309–2335. https://doi.org/10.1007/s11069-023-06089-5

Integrating management decisions and insurance to drive climate adaptation in the agricultural industry

Nguyen-Huy, Thong. 2023. "Integrating management decisions and insurance to drive climate adaptation in the agricultural industry ." Climate Adaptation 2023. Adelaide, Australia 25 - 27 Jul 2023 Australia.

Revealing the effect of an industrial flash flood on vegetation area: a case study of Khusheh Mehr in Maragheh-Bonab Plain, Iran

Taherizadeh, Mehrnoosh, Khushemehr, Javid Hojabri, Niknam, Arman, Nguyen-Huy, Thong and Mezősi, Gábor. 2023. "Revealing the effect of an industrial flash flood on vegetation area: a case study of Khusheh Mehr in Maragheh-Bonab Plain, Iran." Remote Sensing Applications: Society and Environment. 32. https://doi.org/10.1016/j.rsase.2023.101016

Climatology and composite evolution of flash drought over Australia and its vegetation impacts

Nguyen, Hanh, Wheeler, Mattew C., Otkin, Jason A., Nguyen-Huy, Thong and Cowan, Timothy. 2023. "Climatology and composite evolution of flash drought over Australia and its vegetation impacts." Journal of Hydrometeorology. 24 (6), p. 1087–1101. https://doi.org/10.1175/JHM-D-22-0033.1

A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction

Ghimire, Sujan, Nguyen-Huy, Thong, AL-Musaylh, Mohanad S., Deo, Ravinesh, Casillas-Perez, David and Salcedo-sanz, Sancho. 2023. "A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction." Energy. 275, p. 127430. https://doi.org/10.1016/j.energy.2023.127430

Modelling future spatial distribution of peanut crops in Australia under climate change scenarios

Haerani, Haerani, Apan, Armando, Nguyen-Huy, Thong and Basnet, Badri. 2023. "Modelling future spatial distribution of peanut crops in Australia under climate change scenarios." Geo-spatial Information Science. https://doi.org/10.1080/10095020.2022.2155255

Digital Farming: An Overview of Its Fundamental Components and Applications

Nguyen-Huy, Thong. 2023. "Digital Farming: An Overview of Its Fundamental Components and Applications." The 4th International Conference of Food Security and Sustainable Agriculture in the Tropics. South Sulawesi, Indonesia 15 - 16 Feb 2023 Indonesia.

Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction

Ghimire, Sujan, Nguyen-Huy, Thong, Prasad, Ramendra, Deo, Ravinesh C., Casillas-Perez, David, Salcedo-sanz, Sancho and Bhandari, Binayak. 2023. "Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction." Cognitive Computation. 15 (2), pp. 645-671. https://doi.org/10.1007/s12559-022-10070-y

Vapour pressure deficit determines critical thresholds for global coffee production under climate change

Kath, Jarrod, Craparo, Alessandro, Fong, Youyi, Byrareddy, Vivekananda, Davis, Aaron P., King, Rachel, Nguyen-Huy, Thong, van Asten, Piet J. A., Marcussen, Torben, Mushtaq, Shahbaz, Stone, Roger and Power, Scott. 2022. "Vapour pressure deficit determines critical thresholds for global coffee production under climate change." Nature Food. 3, pp. 871-880. https://doi.org/10.1038/s43016-022-00614-8

Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model

Ghimire, Sujan, Nguyen-Huy, Thong, Deo, Ravinesh C., Casillas-Perez, David and Salcedo-sanz, Sancho. 2022. "Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model." Sustainable Materials and Technologies. 32, pp. 1-24. https://doi.org/10.1016/j.susmat.2022.e00429

Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models

Nguyen-Huy, Thong, Deo, Ravinesh C., Khan, Shahjahan, Devi, Aruna, Adeyinka, Adewuyi Ayodele, Apan, Armando A. and Yaseen, Zaher Mundher. 2022. "Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models." IEEE Access. 10, pp. 45112 -45136. https://doi.org/10.1109/ACCESS.2022.3168322

A satellite-based Standardized Antecedent Precipitation Index (SAPI) for mapping extreme rainfall risk in Myanmar

Nguyen-Huy, Thong, Kath, Jarrod, Nagler, Thomas, Khaung, Ye, Aung, Thee Su Su, Mushtaq, Shahbaz, Marcussen, Torben and Stone, Roger. 2022. "A satellite-based Standardized Antecedent Precipitation Index (SAPI) for mapping extreme rainfall risk in Myanmar." Remote Sensing Applications: Society and Environment. 26, pp. 1-19. https://doi.org/10.1016/j.rsase.2022.100733

Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors

Ahmed, A. A. Masrur, Sharma, Ekta, Jui, S. Janifer Jabin, Deo, Ravinesh C., Nguyen-Huy, Thong and Ali, Mumtaz. 2022. "Kernel Ridge Regression Hybrid Method for Wheat Yield Prediction with Satellite-Derived Predictors." Remote Sensing. 14 (5), pp. 1-24. https://doi.org/10.3390/rs14051136

General equilibrium impact evaluation of food top-up induced by households’ renewable power self-supply in 141 regions

Nguyen, Duong Binh, Nong, Duy, Simshauser, Paul and Nguyen-Huy, Thong. 2022. "General equilibrium impact evaluation of food top-up induced by households’ renewable power self-supply in 141 regions." Applied Energy. 306 (Part B), pp. 1-13. https://doi.org/10.1016/j.apenergy.2021.118126

Global disparities in agricultural climate index-based insurance research

Adeyinka, Adewuyi Ayodele, Kath, Jarrod, Nguyen-Huy, Thong, Mushtaq, Shahbaz, Souvignet, Maxime, Range, Matthias and Barratt, Jonathan. 2022. "Global disparities in agricultural climate index-based insurance research." Climate Risk Management. 35, pp. 1-15. https://doi.org/10.1016/j.crm.2022.100394

Drought outlook validation using ACCESS-S2 hindcast

Nguyen-Huy, Thong and Cobon, David. 2022. Drought outlook validation using ACCESS-S2 hindcast. Northern Australia Climate Program (NACP).

Systemic risk management in farming - geographic distribution and diversity

Nguyen-Huy, Thong. 2022. "Systemic risk management in farming - geographic distribution and diversity." Future Drought Fund’s 2022 Science to Practice Forum. 07 - 08 Jun 2022 Australia.

Australian Drought Monitor

Cobon, David, Gacenga, Francis, An-Vo, Duc-Anh, Pudmenzky, Christa, Nguyen-Huy, Thong, Stone, Roger, Guillory, Laura, McCulloch, J., Svoboda, M., Swigart, J. and Meat & Livestock Australia. 2022. Australian Drought Monitor. Toowoomba. https://doi.org/10.26192/dmek-v625

Understanding how climate change threatens food security

Nguyen-Huy, Thong. 2021. "Understanding how climate change threatens food security." A compendium of essays for the Allianz Climate Risk Research Award 2021. Germany.

Application of FAIR and CARE Principles in Research Data Management Practice

Gacenga, Francis, Chesters, Racheal, Nguyen-Huy, Thong, Adeyinka, Adewuyi Ayodele and Rose, Samantha. 2021. "Application of FAIR and CARE Principles in Research Data Management Practice." 2021 Australasian Research Management Society VirtualConference (2021 ARMS Virtual Conference Conference): Disrupting the Status Quo: Challenging the Research and Innovation Culture. Online 03 - 05 Nov 2021 Australia.

Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative extension program

Cobon, David, Jarvis, Chelsea, Reardon-Smith, Kate, Guillory, Laura, Pudmenzky, Christa, Nguyen-Huy, Thong, Mushtaq, Shahbaz and Stone, Roger. 2021. "Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative extension program." The Rangeland Journal. 43 (3), pp. 87-100. https://doi.org/10.1071/RJ20074

An evaluation of the effectiveness of adoption and implementation of FAIR (Findable, Accessible, Interoperable and Reusable) data management principles in research – a case study of the University of Southern Queensland

Gacenga, Francis, Chesters, Racheal, Nguyen-Huy, Thong and Rose, Samantha. 2021. "An evaluation of the effectiveness of adoption and implementation of FAIR (Findable, Accessible, Interoperable and Reusable) data management principles in research – a case study of the University of Southern Queensland." 2021 Collaborative Conference on Computational & Data Intensive Science (C3DIS). Online 06 - 08 Jul 2021 Australia.

Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine

Pham, Thy T. M., Nguyen, The-Duoc, Tham, Han T. N., Truong, Thi Nhat Kieu, Lam-Dao, Nguyen and Nguyen-Huy, Thong. 2021. "Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine." Journal of Applied Remote Sensing. 15 (2), pp. 1-21. https://doi.org/10.1117/1.JRS.15.024503

Hydropower dams, river drought and health effects: a detection and attribution study in the lower Mekong Delta Region

Phung, Dung, Nguyen-Huy, Thong, Tran, Ngoc Nguyen, Tran, Dang Ngoc, Doan, Van Quang, Nghiem, Son, Nguyen, Nga Huy, Nguyen, Trung Hieu and Bennett, Trude. 2021. "Hydropower dams, river drought and health effects: a detection and attribution study in the lower Mekong Delta Region." Climate Risk Management. 32. https://doi.org/10.1016/j.crm.2021.100280

Drought outlook development

Nguyen-Huy, Thong, Guillory, Laura and Cobon, David. 2021. Drought outlook development. Australia. Northern Australia Climate Program (NACP).

MARS model for prediction of short- and long-term global solar radiation

Balalla, Dilki T., Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "MARS model for prediction of short- and long-term global solar radiation." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Amsterdam, Netherlands. Elsevier. pp. 391-436

Daily flood forecasts with intelligent data analytic models: multivariate empirical mode decomposition-based modeling methods

Prasad, Ramendra, Charan, Dhrishna, Joseph, Lionel, Nguyen-Huy, Thong, Deo, Ravinesh C. and Singh, Sanjay. 2021. "Daily flood forecasts with intelligent data analytic models: multivariate empirical mode decomposition-based modeling methods." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 359-381

Artificial neural networks for prediction of Steadman Heat Index

Chand, Bhuwan, Nguyen-Huy, Thong and Deo, Ravinesh C.. 2021. "Artificial neural networks for prediction of Steadman Heat Index." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 293-357

Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction

Nguyen-Huy, Thong, Deo, Ravinesh C., Yaseen, Zaher Mundher, Mushtaq, Shahbaz and Prasad, Ramendra. 2021. "Bayesian Markov Chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction." Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur and Yaseen, Zaher Mundher (ed.) Intelligent data analytics for decision-support systems in hazard mitigation: theory and practice of hazard mitigation. Singapore. Springer. pp. 29-47

Support vector machine model for multistep wind speed forecasting

Prasad, Shobna Mohini Mala, Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "Support vector machine model for multistep wind speed forecasting." Deo, Ravinesh, Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Netherlands. Elsevier. pp. 335-389

MARS model for prediction of short- and long-term global solar radiation

Balalla, Dilki T., Nguyen-Huy, Thong and Deo, Ravinesh. 2021. "MARS model for prediction of short- and long-term global solar radiation." Deo, Ravinesh, Roy, Sanjiban Sekhar and Samui, Pijush (ed.) Predictive Modelling for Energy Management and Power Systems Engineering. United Kingdom. Elsevier. pp. 391-436

Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression

Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz and Khan, Shahjahan. 2020. "Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 203-227

Not so robust: robusta coffee production is highly sensitive to temperature

Kath, Jarrod, Byrareddy, Vivekananda M., Craparo, Alessandro, Nguyen-Huy, Thong, Mushtaq, Shahbaz, Cao, Loc and Bossolasco, Laurent. 2020. "Not so robust: robusta coffee production is highly sensitive to temperature." Global Change Biology. 26 (6), pp. 3677-3688. https://doi.org/10.1111/gcb.15097

Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data

Phung, Hoang-Phi, Lam-Dao, Nguyen, Nguyen-Huy, Thong, Le-Toan, Thuy and Apan, Armando A.. 2020. "Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data." Journal of Applied Remote Sensing. 14 (1), pp. 014518-1-014518-23. https://doi.org/10.1117/1.JRS.14.014518

Copula-based statistical modelling of synoptic-scale climate indices for quantifying and managing agricultural risks in Australia

Nguyen-Huy, Thong. 2020. "Copula-based statistical modelling of synoptic-scale climate indices for quantifying and managing agricultural risks in Australia." Bulletin of the Australian Mathematical Society. 101 (1), pp. 166-169. https://doi.org/10.1017/S0004972719001217

Integrating El Nino-Southern Oscillation information and spatial diversification to minimize risk and maximize profit for Australian grazing enterprises

Nguyen-Huy, Thong, Kath, Jarrod, Mushtaq, Shahbaz, Cobon, David, Stone, Gordon and Stone, Roger. 2020. "Integrating El Nino-Southern Oscillation information and spatial diversification to minimize risk and maximize profit for Australian grazing enterprises." Agronomy for Sustainable Development: sciences des productions vegetales et de l'environnement. 40, pp. 1-11. https://doi.org/10.1007/s13593-020-0605-z

Methodology for producing the Drought Monitor

Pudmenzky, Christa, Guillory, Laura, Cobon, David H. and Nguyen-Huy, Thong. 2020. Methodology for producing the Drought Monitor. Toowoomba, Queensland. University of Southern Queensland.

Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses

Deo, Ravinesh C., Yaseen, Zaher Mundher, Al-Ansari, Nadhir, Nguyen-Huy, Thong, Langlands, Trevor and Galligan, Linda. 2020. "Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses." IEEE Access. 8, pp. 136697-136724. https://doi.org/10.1109/ACCESS.2020.3010938

Drought Outlook Products Review

Cobon, David, Nguyen-Huy, Thong and Reardon-Smith, Kate. 2019. Drought Outlook Products Review. Toowoomba, Australia. University of Southern Queensland.

Copula statistical models for analyzing stochastic dependencies of systemic drought risk and potential adaptation strategies

Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz, Kath, Jarrod and Khan, Shahjahan. 2019. "Copula statistical models for analyzing stochastic dependencies of systemic drought risk and potential adaptation strategies." Stochastic Environmental Research and Risk Assessment. 33 (3), pp. 779-799. https://doi.org/10.1007/s00477-019-01662-6

Copula-based statistical modelling of synoptic-scale climate indices for quantifying and managing agricultural risks in australia

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