From conceptualization to practice: enhancing economic resilience at the local government level in Australia

Article

Singh-Peterson, Lila, Kassulke, Anna and Raj, Nawin. 2024. "From conceptualization to practice: enhancing economic resilience at the local government level in Australia." Journal of Environmental Policy and Planning. 26 (3), pp. 295-310. https://doi.org/https://doi.org/10.1080/1523908X.2024.2334709
Article Title

From conceptualization to practice: enhancing economic resilience at the local government level in Australia

ERA Journal ID30547
Article CategoryArticle
AuthorsSingh-Peterson, Lila, Kassulke, Anna and Raj, Nawin
Journal TitleJournal of Environmental Policy and Planning
Journal Citation26 (3), pp. 295-310
Number of Pages16
Year2024
PublisherTaylor & Francis
Place of PublicationUnited Kingdom
ISSN1522-7200
1523-908X
Digital Object Identifier (DOI)https://doi.org/https://doi.org/10.1080/1523908X.2024.2334709
Web Address (URL)https://www.tandfonline.com/doi/full/10.1080/1523908X.2024.2334709
Abstract

Seven principles of resilience developed by Stockholm Resilience Centre were adopted as a central framework from which practical objectives were identified to support local government organizations, and small local businesses to enhance their level of resilience to natural disasters. Discussions and interviews with local government executives from four coastal, local governments in Australia were undertaken to refine each economic development objectives to ensure utility and relevance. The final suite of practical objectives aims to respond to socio-ecological system features such as slow and fast variables, feedbacks and thresholds that create climate risks for businesses, and consider the sector and individual businesses’ learning capacity, participation and self-organization. We consider that these important objectives provide a pathway that enable small businesses, central to the local economic sector to self-assess their risks,and develop longer term adaptive and transformative strategies beyond preparedness and recovery. The significance of this research is in its ability to translate and anchor conceptual understandings of socio-ecological systems and resilience theory into a set of practical and useful objectives for local governments and small businesses to combat their vulnerability to natural disasters.

Keywordseconomic development; climate change; natural disasters; local government
Article Publishing Charge (APC) FundingResearcher
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020410103. Human impacts of climate change and human adaptation
440799. Policy and administration not elsewhere classified
Byline AffiliationsSchool of Agriculture and Environmental Science
Centre for Heritage and Culture
Independent Researcher, Australia
School of Mathematics, Physics and Computing
Permalink -

https://research.usq.edu.au/item/z65q7/from-conceptualization-to-practice-enhancing-economic-resilience-at-the-local-government-level-in-australia

Log in to edit

Download files

Published Version
From conceptualization to practice enhancing economic resilience at the local government level in Australia.pdf
License: CC BY-NC-ND 4.0
File access level: Anyone

  • 35
    total views
  • 6
    total downloads
  • 9
    views this month
  • 1
    downloads this month

Export as

Related outputs

Tree shade within urban parks and nature strips: standards and perspectives from measurement campaigns conducted in Queensland
Downs, Nathan, Antrobus, Jodie, Dekeyser, Stijn, Butler, Harry, Downs, Melanie, Hickmott, Darren, Madigan, Chris, Brown, Alexandra, Amar, Abdurazaq, Dearnaley, John, Parisi, Alfio V, Vanos, Jennifer, Raj, Nawin, Harrison, Simone and Igoe, Damien. 2024. "Tree shade within urban parks and nature strips: standards and perspectives from measurement campaigns conducted in Queensland ." 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.
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
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
Wavelet-fusion image super-resolution model with deep learning for downscaling remotely-sensed, multi-band spectral albedo imagery
Karalasingham, Sagthitharan, Deo, Ravinesh C., Casillas-Perez, David, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Wavelet-fusion image super-resolution model with deep learning for downscaling remotely-sensed, multi-band spectral albedo imagery." Remote Sensing Applications: Society and Environment. 36. https://doi.org/10.1016/j.rsase.2024.101333
Academic Numeracies Framework – A tool to facilitate the systematic embedding of numeracies in university
Salmeron, Raquel, Galligan, Linda, Howarth, Debi and Raj, Nawin. 2024. "Academic Numeracies Framework – A tool to facilitate the systematic embedding of numeracies in university." 15th International Congress on Mathematical Education (ICME-15). Sydney, Australia 07 - 14 Jul 2024 Australia.
Prediction of Sea Level Using Double Data Decomposition and Hybrid Deep Learning Model for Northern Territory, Australia
Raj, Nawin, Murali, Jaishukh, Singh-Peterson, Lila and Downs, Nathan. 2024. "Prediction of Sea Level Using Double Data Decomposition and Hybrid Deep Learning Model for Northern Territory, Australia." Mathematics. 12 (15). https://doi.org/10.3390/math12152376
A playground shade index for standardising ultraviolet protection assessments of open, mixed and protected outdoor recreational spaces
Downs, Nathan, Butler, Harry, Dexter, Benjamin, Raj, Nawin, Downs, Melanie, Turner, Joanna, Dekeyser, Stijn, Deo, Ravinesh, Vanos, Jennifer, Igoe, Damien and Parisi, Alfio V. 2024. "A playground shade index for standardising ultraviolet protection assessments of open, mixed and protected outdoor recreational spaces." 6th International conference UV and Skin Cancer Prevention. Brisbane, Australia 11 - 15 Sep 2024 Australia.
The mitigating effect of street trees, urban flora, and the suburban environment on seasonal peak UV indices: A case study from Brisbane, Australia
Downs, Nathan James, Amar, Abdurazaq, Dearnaley, John, Butler, Harry, Dekeyser, Stijn, Igoe, Damien, Parisi, Alfio V., Raj, Nawin, Deo, Ravinesh and Turner, Joanna. 2024. "The mitigating effect of street trees, urban flora, and the suburban environment on seasonal peak UV indices: A case study from Brisbane, Australia." Photochemistry and Photobiology. https://doi.org/10.1111/php.13988
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model
Joseph, Lionel P., Deo, Ravinesh C., Casillas-Perez, David, Prasad, Ramendra, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model." IEEE Access. 12, pp. 58750-58777. https://doi.org/10.1109/ACCESS.2024.3392899
Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model
Joseph, Lionel P., Deo, Ravinesh C., Casillas-Perez, David, Prasad, Ramendra, Raj, Nawin and Salcedo-sanz, Sancho. 2024. "Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model." Applied Energy. 359. https://doi.org/10.1016/j.apenergy.2024.122624
Traditional knowledge for climate resilience in the Pacific Islands
Nunn, P.D., Kumar, R., Barrowman, H.M., Chambers, L.E., Fifita, L., Geogeo, D., Gomese, C., McGree, S., Rarai, A., Cheer, K., Esau, D., Fa'anunu, O., Fong, T., Lomavatu, M., Geraghty, P., Heorake, T., Kekeubata, E., Korovulavula, I., Kubunavanua, E., ..., Waiwai, M.. 2024. "Traditional knowledge for climate resilience in the Pacific Islands." WIREs Climate Change. 15 (4). https://doi.org/10.1002/wcc.882
Investigating the “Thief in the Night”: The Reproduction and Erosion of Indigenous Forms of Social Resilience in Rural Fiji
Singh-Peterson, Lila and Iranacolaivalu, Manoa. 2024. "Investigating the “Thief in the Night”: The Reproduction and Erosion of Indigenous Forms of Social Resilience in Rural Fiji." Human Ecology. 52 (1), pp. 143-154. https://doi.org/10.1007/s10745-024-00483-8
Understanding Constraints and Enablers of Climate Risk Management Strategies: Evidence from Smallholder Dairy Farmers in Regional South India
Shantharaju, Anupama, Islam, Md Aminul, Kath, Jarrod M., Mushtaq, Shahbaz, Muniyappa, Arun and Singh-Peterson, Lila. 2024. "Understanding Constraints and Enablers of Climate Risk Management Strategies: Evidence from Smallholder Dairy Farmers in Regional South India." Sustainability. 16 (5), p. 2018. https://doi.org/10.3390/su16052018
Assessment and prediction of significant wave height using hybrid CNN-BiLSTM deep learning model for sustainable wave energy in Australia
Raj, Nawin and Prakash, Reema. 2024. "Assessment and prediction of significant wave height using hybrid CNN-BiLSTM deep learning model for sustainable wave energy in Australia." Sustainable Horizons . 11. https://doi.org/10.1016/j.horiz.2024.100098
Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence
Raj, Nawin and Pasfield-Neofitou, Sarah. 2024. "Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence." Remote Sensing. 16 (3), p. 551. https://doi.org/https://doi.org/10.3390/rs16030551
An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables
Ahmed, Abul Abrar Masrur, Jui, S. Janifer Jabin, Sharma, Ekta, Ahmed, Mohammad Hafez, Raj, Nawin and Bose, Aditi. 2024. "An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables." Science of the Total Environment. 906. https://doi.org/10.1016/j.scitotenv.2023.167234
Hybrid Deep Learning Model for Wave Height Prediction in Australia's Wave Energy Region
Ahmed, Abul Abrar Masrur, Jui, S Janifer Jabin, AL-Musaylh, Mohanad S., Raj, Nawin, Saha, Reepa, Deo, Ravinesh C and Saha, Sanjoy Kumar. 2024. "Hybrid Deep Learning Model for Wave Height Prediction in Australia's Wave Energy Region." Applied Soft Computing. 150. https://doi.org/10.1016/j.asoc.2023.111003
Fostering Enduring Peer Learning Groups for 1st Year Students
Brown, Jason, Kennedy, Joel, Raj, Nawin and Quinton, Matthew. 2023. "Fostering Enduring Peer Learning Groups for 1st Year Students." 34th Annual Conference of the Australasian Association for Engineering Education (AAEE 2023). Gold Coast, Australia 03 - 06 Dec 2023 Australia. Australasian Association for Engineering Education.
The Academic Numeracy Framework: A tool to embed numeracy in tertiary courses, programs and study-support initiatives
Salmeron, Raquel, Galligan, Linda, Howarth, Debi and Raj, Nawin. 2023. "The Academic Numeracy Framework: A tool to embed numeracy in tertiary courses, programs and study-support initiatives." 8th Students Transitions Achievement Retention & Success Conference (STARS 2023). Brisbane, Australia 03 - 05 Jul 2023 Australia.
Prediction of Mean Sea Level with GNSS-VLM Correction Using a Hybrid Deep Learning Model in Australia
Raj, Nawin and Brown, Jason. 2023. "Prediction of Mean Sea Level with GNSS-VLM Correction Using a Hybrid Deep Learning Model in Australia." Remote Sensing. 15 (11).
Near real-time wind speed forecast model with bidirectional LSTM networks
Joseph, Lionel P., Deo, Ravinesh C., Prasad, Ramendra, Salcedo-Sanz, Sancho, Raj, Nawin and Soar, Jeffrey. 2023. "Near real-time wind speed forecast model with bidirectional LSTM networks." Renewable Energy. 204, pp. 39-58. https://doi.org/10.1016/j.renene.2022.12.123
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images
Deo, Ravinesh C., Karalasingham, Sagthitharan, Casillas-Perez, David, Raj, Narwin and Salcedo-sanz, Sancho. 2023. "Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images." IEEE Access. 11, pp. 5558-5577. https://doi.org/10.1109/ACCESS.2023.3236253
CNN Based Image Classification of Malicious UAVs
Brown, Jason, Gharineiat, Zahra and Raj, Nawin. 2023. "CNN Based Image Classification of Malicious UAVs." Applied Sciences. 13 (1), pp. 1-13. https://doi.org/10.3390/app13010240
Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Ghahramani, Afshin, Ghimire, Sujan and Raj, Nawin. 2021. "Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm." IEEE Access. 9, pp. 166695-166708. https://doi.org/10.1109/ACCESS.2021.3135362
Designing Deep-based Learning Flood Forecast Model with ConvLSTM Hybrid Algorithm
Moishin, Mohammed, Deo, Ravinesh C., Prasad, Ramendra, Raj, Nawin and Abdulla, Shahab. 2021. "Designing Deep-based Learning Flood Forecast Model with ConvLSTM Hybrid Algorithm." IEEE Access. 9, pp. 50982-50993. https://doi.org/10.1109/ACCESS.2021.3065939
The Playground Shade Index: A New Design Metric for Measuring Shade and Seasonal Ultraviolet Protection Characteristics of Parks and Playgrounds
Downs, Nathan, Raj, Nawin, Vanos, Jennifer, Parisi, Alfio, Butler, Harry, Deo, Ravinesh, Igoe, Damien, Dexter, Benjamin, Beckman-Downs, Melanie, Turner, Joanna and Dekeyser, Stijn. 2023. "The Playground Shade Index: A New Design Metric for Measuring Shade and Seasonal Ultraviolet Protection Characteristics of Parks and Playgrounds." Photochemistry and Photobiology. 99 (4), pp. 1193-1207. https://doi.org/10.1111/php.13745
Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data
Jayasinghe, W. J. M. Lakmini Prarthana, Deo, Ravinesh C., Ghahramani, Afshin, Ghimire, Sujan and Raj, Nawin. 2022. "Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data." Journal of Hydrology. 607, pp. 1-19. https://doi.org/10.1016/j.jhydrol.2022.127534
Assessment and Prediction of Sea Level Trend in the South Pacific Region
Raj, Nawin, Gharineiat, Zahra, Ahmed, Abul Abrar Masrur and Stepanyants, Yury. 2022. "Assessment and Prediction of Sea Level Trend in the South Pacific Region." Remote Sensing. 14 (4), pp. 1-25. https://doi.org/10.3390/rs14040986
Rapid appraisal of a potential community-based citrus project in Fiji
Singh-Peterson, Lila and Iranacolaivalu, Manoa. 2018. Rapid appraisal of a potential community-based citrus project in Fiji. Sunshine Coast, Australia. University of the Sunshine Coast.
Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots
Sharma, Ekta, Deo, Ravinesh C., Soar, Jeffrey, Prasad, Ramendra, Parisi, Alfio V. and Raj, Nawin. 2022. "Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots." Atmospheric Environment. 279, pp. 1-13. https://doi.org/10.1016/j.atmosenv.2022.119111
New double decomposition deep learning methods for river water level forecasting
Ahmed, A. A. Masrur, Deo, Ravinesh C., Ghahramani, Afshin, Feng, Qi, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2022. "New double decomposition deep learning methods for river water level forecasting." Science of the Total Environment. 831, pp. 1-21. https://doi.org/10.1016/j.scitotenv.2022.154722
Horticultural postharvest loss in municipal fruit and vegetable markets in Samoa
Underhill, Steven J. R., Zhou, Yuchan, Sherzad, Shukrullah, Singh-Peterson, Lila and Tagoai, Semua Militini. 2017. "Horticultural postharvest loss in municipal fruit and vegetable markets in Samoa." Food Security: the science, sociology and economics of food production and access to food. 9 (6), pp. 1373-1383. https://doi.org/10.1007/s12571-017-0734-7
Food security, remoteness and consolidation of supermarket distribution centres: Factors contributing to food pricing inequalities across Queensland, Australia
Singh-Peterson, Lila, Lieske, Scott, Underhill, Steven J. R. and Keys, Noni. 2016. "Food security, remoteness and consolidation of supermarket distribution centres: Factors contributing to food pricing inequalities across Queensland, Australia." Australian Geographer. 47 (1), pp. 89-102. https://doi.org/10.1080/00049182.2015.1093700
Integrating gender in agricultural development: learnings from South Pacific contexts
Singh-Peterson, Lila and Carnegie, Michelle. 2020. Integrating gender in agricultural development: learnings from South Pacific contexts. Bingley, United Kingdom. Emerald.
Reflections from the South Pacific - navigating intersectionality and customary contexts to progress gender equality and gender equity
Singh-Peterson, Lila, Carnegie, Michelle, Bourke, R. Michael (Mike), Bue, Veronica, Kunatuba, Joanne Lee, Laqeretabua, Ana, Tano Moala, Temaleti, Pamphilon, Barbara and Vilisoni, Marilyn T. J.. 2020. "Reflections from the South Pacific - navigating intersectionality and customary contexts to progress gender equality and gender equity." Singh-Peterson, Lila and Carnegie, Michelle (ed.) Integrating Gender in Agricultural Development: Learnings from South Pacific Contexts. London, United Kingdom. Emerald. pp. 151-162
Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables
Jui, S. Janifer Jabin, Ahmed, A. A. Masrur, Bose, Aditi, Raj, Nawin, Sharma, Ekta, Soar, Jeffrey and Chowdhury, Md Wasique Islam. 2022. "Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables." Remote Sensing. 14 (3), pp. 1-18. https://doi.org/10.3390/rs14030805
Food Pricing, Extreme Weather and the Rural/Urban Divide: A Case Study of Northern NSW, Australia
Singh-Peterson, Lila, Shoebridge, Amanda and Lawrence, Geoffrey. 2013. "Food Pricing, Extreme Weather and the Rural/Urban Divide: A Case Study of Northern NSW, Australia." Journal of Food Security. 1 (2), pp. 42-48. https://doi.org/10.12691/jfs-1-2-5
Learning from cross-border arrangements to support climate change adaptation in Australia
Steele, Wendy, Sporne, Ilva, Dale, Pat, Shearer, Scott, Singh-Peterson, Lila, Serrao-Neumann, Silvia, Crick, Florence, Choy, Darryl Low and Eslami-Andargoli, Leila. 2013. "Learning from cross-border arrangements to support climate change adaptation in Australia." Journal of Environmental Planning and Management. 57 (5), pp. 682-703. https://doi.org/10.1080/09640568.2013.763771
Indigenous entrepreneurship in Northern NSW, Australia
Shoebridge, Amanda, Buultjens, Jeremy and Singh-Peterson, Lila. 2012. "Indigenous entrepreneurship in Northern NSW, Australia." Journal of Developmental Entrepreneurship. 17 (3), pp. 1-31. https://doi.org/10.1142/s1084946712500173
Translation and evaluation of the Baseline Resilience Indicators for Communities on the Sunshine Coast, Queensland Australia
Singh-Peterson, Lila, Salmon, Paul, Goode, Natassia and Gallina, John. 2014. "Translation and evaluation of the Baseline Resilience Indicators for Communities on the Sunshine Coast, Queensland Australia." International Journal of Disaster Risk Reduction. 10 (Part A), pp. 116-126. https://doi.org/10.1016/j.ijdrr.2014.07.004
Australian Indigenous Entrepreneurship: Lessons for Success
Shoebridge, A., Buultjens, J. and Singh-Peterson, L.. 2011. "Australian Indigenous Entrepreneurship: Lessons for Success." 34th Institute for Small Business and Entrepreneurship Conference: Sustainable Futures: Enterprising Landscapes and Communities (ISBE 2011). Sheffield, United Kingdom 09 - 10 Nov 2011 Sheffield, United Kingdom.
Deconstructing the concept of shared responsibility for disaster resilience: a Sunshine Coast case study, Australia
Singh-Peterson, Lila, Salmon, Paul, Baldwin, Claudia and Goode, Natassia. 2015. "Deconstructing the concept of shared responsibility for disaster resilience: a Sunshine Coast case study, Australia." Natural Hazards. 79 (2), pp. 755-774. https://doi.org/10.1007/s11069-015-1871-y
Insights into community vulnerability and resilience following natural disasters: perspectives with food retailers in Northern NSW, Australia
Singh-Peterson, Lila and Lawrence, Geoffrey. 2014. "Insights into community vulnerability and resilience following natural disasters: perspectives with food retailers in Northern NSW, Australia." Local Environment: the international journal of justice and sustainability. 20 (7), pp. 782-795. https://doi.org/10.1080/13549839.2013.873396
Planning for climate change across borders: insights from the Gold Coast (QLD) - Tweed (NSW) region
Singh-Peterson, L., Serrao-Neumann, S., Crick, F. and Sporne, I.. 2013. "Planning for climate change across borders: insights from the Gold Coast (QLD) - Tweed (NSW) region." Australian Planner. 50 (2), pp. 148-156. https://doi.org/10.1080/07293682.2013.776980
Positive SOI, negative PDO and spring tides as simple indicators of the potential for extreme coastal erosion in northern NSW
Proudfoot, M. and Singh Peterson, L.. 2011. "Positive SOI, negative PDO and spring tides as simple indicators of the potential for extreme coastal erosion in northern NSW." Australasian Journal of Environmental Management. 18 (3), pp. 170-181. https://doi.org/10.1080/14486563.2011.598257
Learning from cross-border mechanisms to support climate change adaptation in Australia: final report
Steele, Wendy, Eslami-Andargoli, Leila, Crick, Florence, Serrao-Neumann, Silvia, Singh-Peterson, Lila, Dale, Pat, Choy, Darryl Low, Sporne, Ilva, Shearer, Scott and Lotti, Anne-Sophie. 2013. Learning from cross-border mechanisms to support climate change adaptation in Australia: final report. Gold Coast, Australia. National Climate Change Adaptation Research Facility.
Creating streamtubes based on mass conservative streamlines
Raj, Nawin and Li, Zhenquan. 2008. "Creating streamtubes based on mass conservative streamlines." International Journal of Mathematical, Physical and Engineering Sciences. 2 (1), pp. 41-45. https://doi.org/10.5281/zenodo.1081061
Upward reflections of top-down gendered institutions - a community development case study from Tonga
Singh-Peterson, Lila, Tano Moala, Temaleti and Hamani, Luhia Kanumi (Louna). 2020. "Upward reflections of top-down gendered institutions - a community development case study from Tonga." Singh-Peterson, Lila and Carnegie, Michelle (ed.) Integrating Gender in Agricultural Development: Learnings from South Pacific Contexts. London, United Kingdom. Emerald. pp. 91-104
Integrating gender in agricultural development initiatives across the South Pacific: customs, values and intersections
Singh-Peterson, Lila and Carnegie, Michelle. 2020. "Integrating gender in agricultural development initiatives across the South Pacific: customs, values and intersections." Singh-Peterson, Lila and Carnegie, Michelle (ed.) Integrating Gender in Agricultural Development: Learnings from South Pacific Contexts. London, United Kingdom. Emerald. pp. 1-12
South Pacific contexts for gender equity scholarship and practice
Singh-Peterson, Lila. 2020. "South Pacific contexts for gender equity scholarship and practice." Singh-Peterson, Lila and Carnegie, Michelle (ed.) Integrating Gender in Agricultural Development: Learnings from South Pacific Contexts. London, United Kingdom. Emerald. pp. 163-173
The international 'gender agenda' in the context of the South Pacific and agricultural livelihoods
Carnegie, Michelle and Singh-Peterson, Lila. 2020. "The international 'gender agenda' in the context of the South Pacific and agricultural livelihoods." Singh-Peterson, Lila and Carnegie, Michelle (ed.) Integrating Gender in Agricultural Development: Learnings from South Pacific Contexts. London, United Kingdom. Emerald. pp. 33-55
Barriers to market for subsistence farmers in Fiji – A gendered perspective
Singh-Peterson, Lila and Iranacolaivalu, Manoa. 2018. "Barriers to market for subsistence farmers in Fiji – A gendered perspective." Journal of Rural Studies. 60, pp. 11-20. https://doi.org/10.1016/j.jrurstud.2018.03.001
Improving non-communicable disease remediation outcomes in Tonga: the importance of domestic fruit production systems: an analysis
Underhill, Steven J. R. and Singh-Peterson, Lila. 2017. "Improving non-communicable disease remediation outcomes in Tonga: the importance of domestic fruit production systems: an analysis." Journal of Agriculture and Rural Development in the Tropics and Subtropics. 118 (1), pp. 91-103.
Quantifying Postharvest Loss and the Implication of Market-Based Decisions: A Case Study of Two Commercial Domestic Tomato Supply Chains in Queensland, Australia
McKenzie, Tara J., Singh-Peterson, Lila and Underhill, Steven J. R.. 2017. "Quantifying Postharvest Loss and the Implication of Market-Based Decisions: A Case Study of Two Commercial Domestic Tomato Supply Chains in Queensland, Australia." Horticulturae. 3 (3), pp. 1-15. https://doi.org/10.3390/horticulturae3030044
An evaluation of the Community Disaster Resilience Scorecard Toolkit by small, high-risk communities on the Sunshine Coast
Singh-Peterson, Lila, Salmon, Paul, Goode, Natassia and Gallina, John. 2016. "An evaluation of the Community Disaster Resilience Scorecard Toolkit by small, high-risk communities on the Sunshine Coast." Natural Hazards. 84 (1), pp. 489-505. https://doi.org/10.1007/s11069-016-2435-5
The changing face of the Mary Valley: considering the fairness, sustainability and resilience of the agricultural system in a peri-urban setting
Singh-Peterson, Lila and Lawrence, Geoffrey. 2016. "The changing face of the Mary Valley: considering the fairness, sustainability and resilience of the agricultural system in a peri-urban setting." Local Environment: the international journal of justice and sustainability. 22 (5), pp. 568-580. https://doi.org/10.1080/13549839.2016.1233953
Interrogating resilience: toward a typology to improve its operationalization
Davidson, Julie L., Jacobson, Chris, Lyth, Anna, Dedekorkut-Howes, Aysin, Baldwin, Claudia L., Ellison, Joanna C., Holbrook, Neil J., Howes, Michael J., Serrao-Neumann, Silvia, Singh-Peterson, Lila and Smith, Timothy F.. 2016. "Interrogating resilience: toward a typology to improve its operationalization." Ecology and Society: a journal of integrative science for resilience and sustainability. 21 (2). https://doi.org/10.5751/es-08450-210227
A multi-scalar, mixed methods framework for assessing rural communities’ capacity for resilience, adaptation, and transformation
Singh-Peterson, Lila and Underhill, Steven J. R. 2016. "A multi-scalar, mixed methods framework for assessing rural communities’ capacity for resilience, adaptation, and transformation." Community Development. 48 (1), pp. 127-140. https://doi.org/10.1080/15575330.2016.1250103
Modelling secondary organic aerosol formation: from chemical mechanistic modelling to empirical modelling
Singh-Peterson, Lila. 2007. Modelling secondary organic aerosol formation: from chemical mechanistic modelling to empirical modelling. PhD Thesis Doctor of Philosophy. University of New South Wales.
Prediction of Sea Level with Vertical Land Movement Correction Using Deep Learning
Raj, Nawin. 2022. "Prediction of Sea Level with Vertical Land Movement Correction Using Deep Learning." Mathematics. 10 (23). https://doi.org/10.3390/math10234533
Development of data-driven models for wind speed forecasting in Australia
Neupane, Ananta, Raj, Nawin, Deo, Ravinesh and Ali, Mumtaz. 2021. "Development of data-driven models for wind speed forecasting in Australia." Deo, R., Samui, Pijush and Roy, Sanjiban Sekhar (ed.) Predictive modelling for energy management and power systems engineering. Netherlands. Elsevier. pp. 143-190
Guidance law for a surveillance UAV swarm tracking a high capability malicious UAV
Brown, Jason and Raj, Nawin. 2021. "Guidance law for a surveillance UAV swarm tracking a high capability malicious UAV." 2021 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob 2021). Bandung, Indonesia 08 - 10 Apr 2021 United States. https://doi.org/10.1109/APWiMob51111.2021.9435240
The Impact of Initial Swarm Formation for Tracking of a High Capability Malicious UAV
Brown, Jason and Raj, Nawin. 2021. "The Impact of Initial Swarm Formation for Tracking of a High Capability Malicious UAV." International IOT, Electronics and Mechatronics Conference (IEMTRONICS 2021). Toronto, Canada 21 - 24 Apr 2021 Piscataway, United States. https://doi.org/10.1109/IEMTRONICS52119.2021.9422506
Predictive Tracking of a High Capability Malicious UAV
Brown, Jason and Raj, Nawin. 2021. "Predictive Tracking of a High Capability Malicious UAV." IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC 2021). Las Vegas, United States 27 - 30 Jan 2021 Piscataway, United States. https://doi.org/10.1109/CCWC51732.2021.9376137
Evaluation of multivariate adaptive regression splines and artificial neural network for prediction of mean sea level trend around northern Australian coastlines
Raj, Nawin and Gharineiat, zahra. 2021. "Evaluation of multivariate adaptive regression splines and artificial neural network for prediction of mean sea level trend around northern Australian coastlines." Mathematics. 9 (21), pp. 1-20. https://doi.org/10.3390/math9212696
Novel short-term solar radiation hybrid model: long short-term memory network integrated with robust local mean decomposition
Huynh, Anh Ngoc-Lan, Deo, Ravinesh C., Ali, Mumtaz, Abdulla, Shahab and Raj, Nawin. 2021. "Novel short-term solar radiation hybrid model: long short-term memory network integrated with robust local mean decomposition." Applied Energy. 298, pp. 1-19. https://doi.org/10.1016/j.apenergy.2021.117193
Hybrid deep learning method for a week-ahead evapotranspiration forecasting
Ahmed, A. A. Masrur, Deo, Ravinesh C., Feng, Qi, Ghahramani, Afshin, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2022. "Hybrid deep learning method for a week-ahead evapotranspiration forecasting." Stochastic Environmental Research and Risk Assessment. 36 (3), pp. 831-849. https://doi.org/10.1007/s00477-021-02078-x
Particle and particle-like solitary wave dynamics in fluid media
Raj, Nawin. 2015. Particle and particle-like solitary wave dynamics in fluid media. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data
Ahmed, A. A. Masrur, Deo, Ravinesh C., Raj, Nawin, Ghahramani, Afshin, Feng, Qi, Yin, Zhenliang and Yang, Linshan. 2021. "Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data." Remote Sensing. 13 (4), pp. 1-30. https://doi.org/10.3390/rs13040554
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios
Ahmed, A. A. Masrur, Deo, Ravinesh C., Ghahramani, Afshin, Raj, Nawin, Feng, Qi, Yin, Zhenliang and Yang, Linshan. 2021. "LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios." Stochastic Environmental Research and Risk Assessment. 35, pp. 1851-1881. https://doi.org/10.1007/s00477-021-01969-3
Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity
Ahmed, A. A. Masrur, Deo, Ravinesh C., Feng, Qi, Ghahramani, Afshin, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2021. "Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity." Journal of Hydrology. 599, pp. 1-23. https://doi.org/10.1016/j.jhydrol.2021.126350
An EEMD-BiLSTM algorithm integrated with Boruta random forest optimiser for significant wave height forecasting along coastal areas of Queensland, Australia
Raj, Nawin and Brown, Jason. 2021. "An EEMD-BiLSTM algorithm integrated with Boruta random forest optimiser for significant wave height forecasting along coastal areas of Queensland, Australia." Remote Sensing. 13 (8), pp. 1-20. https://doi.org/10.3390/rs13081456
Design of Alkali-Activated Slag-Fly Ash Concrete Mixtures Using Machine Learning
Gunasekara, C., Lokuge, W., Keskic, M., Raj, N., Law, D. W. and Setunge, S.. 2020. "Design of Alkali-Activated Slag-Fly Ash Concrete Mixtures Using Machine Learning." ACI Materials Journal. 117 (5), pp. 263-278. https://doi.org/10.14359/51727019
Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks
Sharma, Ekta, Deo, Ravinesh C., Prasad, Ramendra, Parisi, Alfio and Raj, Nawin. 2020. "Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks." IEEE Access. 8, pp. 209503-209516. https://doi.org/10.1109/ACCESS.2020.3039002
Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji
Moishin, Mohammed, Deo, Ravinesh C., Prasad, Ramendra, Raj, Nawin and Abdulla, Shahab. 2021. "Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji." Stochastic Environmental Research and Risk Assessment. 35 (7), pp. 1387-1402. https://doi.org/10.1007/s00477-020-01899-6
Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network
Huynh, Anh Ngoc‐Lan, Deo, Ravinesh C., An-Vo, Duc-Anh, Ali, Mumtaz, Raj, Nawin and Abdulla, Shahab. 2020. "Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network." Energies. 13 (14). https://doi.org/10.3390/en13143517
Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction." Renewable and Sustainable Energy Reviews. 113, pp. 1-19. https://doi.org/10.1016/j.rser.2019.109247
Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms." Applied Energy. 253, pp. 1-20. https://doi.org/10.1016/j.apenergy.2019.113541
Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction." Energies. 12 (12), pp. 1-42. https://doi.org/10.3390/en12122407
Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia
Ghimire, Sujan, Deo, Ravinesh C., Downs, Nathan J. and Raj, Nawin. 2019. "Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia." Journal of Cleaner Production. 216, pp. 288-310. https://doi.org/10.1016/j.jclepro.2019.01.158
Optimization of windspeed prediction using an artificial neural network compared with a genetic programming model
Deo, Ravinesh C., Ghimire, Sujan, Downs, Nathan J. and Raj, Nawin. 2018. "Optimization of windspeed prediction using an artificial neural network compared with a genetic programming model." Kim, Dookie, Roy, Sanjiban Sekhar, Lansivaara, Tim, Deo, Ravinesh C. and Samui, Pijush (ed.) Handbook of research on predictive modeling and optimization methods in science and engineering. Hershey, United States. IGI Global. pp. 328-359
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region
Mouatadid, Soukayna, Raj, Nawin, Deo, Ravinesh C. and Adamowski, Jan F.. 2018. "Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region." Atmospheric Research. 212, pp. 130-149. https://doi.org/10.1016/j.atmosres.2018.05.012
Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities
Ghimire, Sujan, Deo, Ravinesh C., Downs, Nathan J. and Raj, Nawin. 2018. "Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities." Remote Sensing of Environment: an interdisciplinary journal. 212, pp. 176-198. https://doi.org/10.1016/j.rse.2018.05.003
Adiabatic decay of internal solitons due to Earth’s rotation within the framework of the Gardner–Ostrovsky equation
Obregon, Maria, Raj, Nawin and Stepanyants, Yury. 2018. "Adiabatic decay of internal solitons due to Earth’s rotation within the framework of the Gardner–Ostrovsky equation." Chaos: an interdisciplinary journal of nonlinear science. 28 (3), pp. 1-11. https://doi.org/10.1063/1.5021864
Adiabatic decay of internal solitons in a rotating ocean
Obregon, M. A., Raj, N. and Stepanyants, Y. A.. 2016. "Adiabatic decay of internal solitons in a rotating ocean." 20th Australasian Fluid Mechanics Conference (AFMC 2016). Perth, Australia 05 - 08 Dec 2016 Australia.
Supporting a Diverse and Sustainable Fruit Industry in Tonga
Singh-Peterson, Lila, Halavatau, Siosiua and Underhill, Steven. 2015. Supporting a Diverse and Sustainable Fruit Industry in Tonga. Sunshine Coast, Australia. University of the Sunshine Coast.
An assessment of community disaster resilience for small, high-risk communities on the Sunshine Coast, Qld
Singh-Peterson, Lila, Salmon, Paul, Goode, Natassia and Gallina, John. 2015. "An assessment of community disaster resilience for small, high-risk communities on the Sunshine Coast, Qld." The Australian Journal of Emergency Management. 30 (1), pp. 35-40.
The Changing Face of Mary documentary
Singh-Peterson, ila, Smit, Sondra, Lawrence, Geoff and Carter, Bill. 2015. The Changing Face of Mary documentary. Sippy Downs, Australia.
Nonlinear vector waves of a flexural mode in a chain model of atomic particles
Nikitenkova, S. P., Raj, N. and Stepanyants, Y. A.. 2015. "Nonlinear vector waves of a flexural mode in a chain model of atomic particles." Communications in Nonlinear Science and Numerical Simulation. 20 (3), pp. 731-742. https://doi.org/10.1016/j.cnsns.2014.05.031
ACIAR Final Report Supporting a diverse and sustainable fruit tree industry in Tonga HORT/2014/090
Underhill, Steven, Singh-Peterson, Lila, Na'ati, Elisiva and Halavatau, Siosiua. 2014. ACIAR Final Report Supporting a diverse and sustainable fruit tree industry in Tonga HORT/2014/090. Sunshine Coast, Australia. University of the Sunshine Coast.
Re-framing community disaster resilience: from a systems perspective: Sunshine Coast case study report
Singh-Peterson, L., Baldwin, C., Dickinson, M, Bohnen, S., Woolcock, G., Malcom, F., Salmon, P., Goode, N. and Gallina, J.. 2014. Re-framing community disaster resilience: from a systems perspective: Sunshine Coast case study report. Sippy downs, Australia. University of the Sunshine Coast.
Nonlinear spectra of shallow water waves
Giovanangeli, J. -P., Kharif, C., Raj, N. and Stepanyants, Y.. 2013. "Nonlinear spectra of shallow water waves." Oceans - San Diego, 2013. San Diego, United States 23 - 26 Sep 2013 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.23919/OCEANS.2013.6741132
Numerical study of nonlinear wave processes by means of discrete chain models
Obregon, M., Raj, N. and Stepanyants, Y.. 2012. "Numerical study of nonlinear wave processes by means of discrete chain models." Gu, Y. T. and Saha, Suvash C. (ed.) 4th International Conference on Computational Methods (ICCM 2012). Gold Coast, Australia 25 - 28 Nov 2012 Brisbane, Australia.
Controversies in Local Economic Development: Stories, Strategies, Solutions by Martin Perry
Singh-Peterson, Lila. 2011. "Controversies in Local Economic Development: Stories, Strategies, Solutions by Martin Perry." Journal of Economic and Social Policy. 14 (3).