Remotely sensed agricultural grassland productivity responses to land use and hydro-climatic drivers under extreme drought and rainfall
Article
Article Title | Remotely sensed agricultural grassland productivity responses to land use and hydro-climatic drivers under extreme drought and rainfall |
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ERA Journal ID | 1951 |
Article Category | Article |
Authors | Kath, Jarrod (Author), Le Brocque, Andrew (Author), Reardon-Smith, Kathryn (Author) and Apan, Armando (Author) |
Journal Title | Agricultural and Forest Meteorology |
Journal Citation | 268, pp. 11-22 |
Number of Pages | 12 |
Year | 2019 |
Publisher | Elsevier |
Place of Publication | Netherlands |
ISSN | 0168-1923 |
1873-2240 | |
Digital Object Identifier (DOI) | https://doi.org/10.1016/j.agrformet.2019.01.007 |
Web Address (URL) | https://www.sciencedirect.com/science/article/pii/S0168192319300073 |
Abstract | Climate change is expected to increase the frequency and intensity of drought globally with potentially significant consequences for grasslands. We examined grassland responses to a long-term drought on the Darling Downs, eastern Australia, using the Enhanced Vegetation Index (EVI), a remotely sensed measure of primary productivity. This extreme drought period had rainfall deficits comparable to the hottest and driest projected climate change scenarios for 2030 and was followed by extreme rainfall. This juxtaposition allowed investigation of grassland dynamics (decline and recovery) under extreme climatic variability. Our aim was to determine whether factors associated with grassland decline during extreme drought are the same as those that drive recovery post drought. There is limited knowledge about whether the determinants of grassland decline and recovery are consistent, but this information is important for understanding how best to reduce grassland decline, without inhibiting recovery. We calculated EVI (Enhanced Vegetation Index) trends at 2549 grassland sites situated in an agricultural landscape and used boosted regression trees to model these against multiple hydroclimatic and land use factors. As anticipated, hydro-climatic variables were key drivers of EVI trends in both the drought and wet phases, with higher soil moisture corresponding to less decline in the drought phase and enhanced recovery in the wet phase; however, land use and plant trait variables were also important predictors of EVI trends. Higher proportions of dryland agriculture in the local landscape, high C3:C4 ratios and lower proportions of woody vegetation in the local landscape were associated with negative EVI trends (i.e. greater decline) during drought, but had inverse or negligible effects during the post drought recovery phase. Our results suggest that mitigating decline and fostering grassland recovery following drought requires considering multiple hydro-climatic, land use and plant trait drivers and how their importance changes under drought and wet |
Keywords | extreme weather; millennium drought; resilience; pasture; remote sensing |
ANZSRC Field of Research 2020 | 410102. Ecological impacts of climate change and ecological adaptation |
300402. Agro-ecosystem function and prediction | |
Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
Byline Affiliations | International Centre for Applied Climate Science |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q4zyz/remotely-sensed-agricultural-grassland-productivity-responses-to-land-use-and-hydro-climatic-drivers-under-extreme-drought-and-rainfall
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Das, Sumanta, Christopher, Jack, Choudhury, Malini Roy, Apan, Armando, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2022. "Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques." Biosystems Engineering. 217, pp. 68-82. https://doi.org/10.1016/j.biosystemseng.2022.03.004
The value of seasonal climate forecasting in agricultural decision-making
Reardon-Smith, Kate and An-Vo, Duc-Anh. 2022. "The value of seasonal climate forecasting in agricultural decision-making." African Technical Workshop on Crop Models and coupling with Numerical Weather and Seasonal to Sub-seasonal Forecasts. Niamey, Niger 13 - 15 Jun 2022Northern 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/RJ20074Global 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.2022.100394Predicted declines in suitable habitat for greater one-horned rhinoceros (Rhinoceros unicornis) under future climate and land use change scenarios
Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2021. "Predicted declines in suitable habitat for greater one-horned rhinoceros (Rhinoceros unicornis) under future climate and land use change scenarios." Ecology and Evolution. 11 (24), pp. 18288-18304. https://doi.org/10.1002/ece3.8421‘Dig Up Dirt’, using citizen science to understand the diversity of beneficial fungi in Australian agroecosystems
Heuck, M.K., Birnbaum, C., Kath, J., Powell, J. and Frew, A.. 2022. "‘Dig Up Dirt’, using citizen science to understand the diversity of beneficial fungi in Australian agroecosystems." 2022 Conference of the Ecological Society of Australia (ESA 2022). Wollongong, Australia 28 Nov - 02 Dec 2022 Australia.Application of Sentinel-2 Satellite Data to Map Forest Cover in Southeast Sri Lanka through the Random Forest Classifier
Gunawansa, Thakshila, Perera, Kithsiri, Apan, Armando and Hettiarachchi, Nandita. 2022. "Application of Sentinel-2 Satellite Data to Map Forest Cover in Southeast Sri Lanka through the Random Forest Classifier." Journal of Advances in Engineering and Technology. I (I), pp. 049-1 to 049-10.Modelling Floodplain Vegetation Response to Groundwater Variability Using the ArcSWAT Hydrological Model, MODIS NDVI Data, and Machine Learning
Muhury, Newton, Apan, Armando A., Maraseni, Tek N. and Ayele, Gebiaw T.. 2022. "Modelling Floodplain Vegetation Response to Groundwater Variability Using the ArcSWAT Hydrological Model, MODIS NDVI Data, and Machine Learning." Land. 11 (12), pp. 1-23. https://doi.org/10.3390/land11122154Mapping Prominent Cash Crops Employing ALOS PALSAR-2 and Selected Machine Learners
Panuju, Dyah R., Haerani, H., Apan, Armando, Griffin, Amy L., Paull, David J. and Trisasongko, Bambang Hendro. 2022. "Mapping Prominent Cash Crops Employing ALOS PALSAR-2 and Selected Machine Learners." Kumar, Arvind, Kumar, Pavan, Singh, S. S., Trisasongko, Bambang Hendro and Rani, Meenu (ed.) Agriculture, Livestock Production and Aquaculture: Advances for Smallholder Farming Systems. Cham, Switzerland. Springer. pp. 131-146Improving Biomass and Grain Yield Prediction of Wheat Genotypes on Sodic Soil Using Integrated High-Resolution Multispectral, Hyperspectral, 3D Point Cloud, and Machine Learning Techniques
Choudhury, Malini Roy, Das, Sumanta, Christopher, Jack, Apan, Armando, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "Improving Biomass and Grain Yield Prediction of Wheat Genotypes on Sodic Soil Using Integrated High-Resolution Multispectral, Hyperspectral, 3D Point Cloud, and Machine Learning Techniques." Remote Sensing. 13 (17), pp. 1-27. https://doi.org/10.3390/rs13173482A risk-based approach to mine-site rehabilitation: use of Bayesian Belief Network Modelling to manage dispersive soil and spoil
Ghahramani, Afshin, Bennett, John McLean, Ali, Aram, Reardon-Smith, Kathryn, Dale, Glenn, Roberton, Stirling D. and Raine, Steven. 2021. "A risk-based approach to mine-site rehabilitation: use of Bayesian Belief Network Modelling to manage dispersive soil and spoil." Sustainability. 13 (20), pp. 1-23. https://doi.org/10.3390/su132011267UAV-thermal imaging: A technological breakthrough for monitoring and quantifying crop abiotic stress to help sustain productivity on sodic soils – A case review on wheat
Das, Sumanta, Chapman, Scott, Christopher, Jack, Choudhury, Malini Roy, Menzies, Neal W., Apan, Armando and Dang, Yash P.. 2021. "UAV-thermal imaging: A technological breakthrough for monitoring and quantifying crop abiotic stress to help sustain productivity on sodic soils – A case review on wheat." Remote Sensing Applications: Society and Environment. 23, pp. 1-13. https://doi.org/10.1016/j.rsase.2021.100583Improving estimation of in-season crop water use and health of wheat genotypes on sodic soils using spatial interpolation techniques and multi-component metrics
Choudhury, Malini Roy, Mellor, Vincent, Das, Sumanta, Christopher, Jack, Apan, Armando, Menzies, Neal W., Chapman, Scott and Dang, Yash P.. 2021. "Improving estimation of in-season crop water use and health of wheat genotypes on sodic soils using spatial interpolation techniques and multi-component metrics." Agricultural Water Management. 255. https://doi.org/10.1016/j.agwat.2021.107007Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning
Das, Sumanta, Christopher, Jack, Apan, Armando, Choudhury, Malini Roy, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "Evaluation of water status of wheat genotypes to aid prediction of yield on sodic soils using UAV-thermal imaging and machine learning." Agricultural and Forest Meteorology. 307. https://doi.org/10.1016/j.agrformet.2021.108477UAV-thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soil
Das, Sumanta, Christopher, Jack, Apan, Armando, Choudhury, Malini Roy, Chapman, Scott, Menzies, Neal W. and Dang, Yash P.. 2021. "UAV-thermal imaging and agglomerative hierarchical clustering techniques to evaluate and rank physiological performance of wheat genotypes on sodic soil." ISPRS Journal of Photogrammetry and Remote Sensing. 173, pp. 221-237. https://doi.org/10.1016/j.isprsjprs.2021.01.014Are water markets a viable proposition in the Lower Mekong Basin?
Reardon-Smith, Kate, McCartney, Matthew and Rebelo, Lisa-Maria. 2021. "Are water markets a viable proposition in the Lower Mekong Basin?" Wheeler, Sarah Ann (ed.) Water markets: a global assessment. Cheltenham, United Kingdom. Edward Elgar Publishing. pp. 91-111Evaluating management strategies for sustainable crop production under changing climate conditions: a system dynamics approach
Pham, Yen Hoang, Reardon-Smith, Kathryn and Deo, Ravinesh C.. 2021. "Evaluating management strategies for sustainable crop production under changing climate conditions: a system dynamics approach." Journal of Environmental Management. 292. https://doi.org/10.1016/j.jenvman.2021.112790Temperature and rainfall impacts on robusta coffee bean characteristics
Kath, Jarrod, Byrareddy, Vivek, Mushtaq, Shahbaz, Craparo, Aleesandro and Porcel, Mario. 2021. "Temperature and rainfall impacts on robusta coffee bean characteristics." Climate Risk Management. 32. https://doi.org/10.1016/j.crm.2021.100281Statistical comparison of additive regression tree methods on ecological grassland data
Plant, Emily, King, Rachel and Kath, Jarrod. 2021. "Statistical comparison of additive regression tree methods on ecological grassland data." Ecological Informatics. 61, pp. 1-23. https://doi.org/10.1016/j.ecoinf.2020.101198Applying risk-based principles of dispersive mine spoil behaviour to facilitate development of cost-effective best management practices
Bennett, John, Raine, Steve, Reardon-Smith, Kate, Dale, Glenn and Thomas, Evan. 2017. Applying risk-based principles of dispersive mine spoil behaviour to facilitate development of cost-effective best management practices. Unpublished.Carbon smart agriculture: An integrated regional approach offers significant potential to increase profit and resource use efficiency, and reduce emissions
Maraseni, Tek, An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kate. 2021. "Carbon smart agriculture: An integrated regional approach offers significant potential to increase profit and resource use efficiency, and reduce emissions." Journal of Cleaner Production. 282, pp. 1-14. https://doi.org/10.1016/j.jclepro.2020.124555Feedback modelling of the impacts of drought: A case study in coffee production systems in Viet Nam
Pham, Yen, Reardon-Smith, Kathryn, Mushtaq, Shahbaz and Deo, Ravinesh C.. 2020. "Feedback modelling of the impacts of drought: A case study in coffee production systems in Viet Nam." Climate Risk Management. 30, pp. 1-17. https://doi.org/10.1016/j.crm.2020.100255Feedback modelling of the impacts of drought on coffee production in Vietnam
Pham, Yen, Reardon-Smith, Kathryn, Mushtaq, Shahbaz and Kotir, Julius. 2020. "Feedback modelling of the impacts of drought on coffee production in Vietnam." 3rd Asia Pacific System Dynamics Conference. Brisbane, Australia 02 - 04 Feb 2020 Brisbane, Australia.Characterizing net primary productivity of forests and non-forest areas in the Philippines using satellite imagery
Apan, Armando and Maraseni, Tek. 2012. "Characterizing net primary productivity of forests and non-forest areas in the Philippines using satellite imagery." 1st National Symposium and Workshop on Environmental Science (IESM 2012): Environmental Science in a Changing Environment. Manila, Philippines 07 - 08 May 2012 Manila, Philippines.Climate change vulnerability of Asia’s most iconic megaherbivore: greater one-horned rhinoceros (Rhinoceros unicornis)
Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2020. "Climate change vulnerability of Asia’s most iconic megaherbivore: greater one-horned rhinoceros (Rhinoceros unicornis)." Global Ecology and Conservation. 23, pp. 1-14. https://doi.org/10.1016/j.gecco.2020.e01180The climate-induced alteration of future geographic distribution of aflatoxin in peanut crops and its adaptation options
Haerani, Haerani, Apan, Armando and Basnet, Badri. 2020. "The climate-induced alteration of future geographic distribution of aflatoxin in peanut crops and its adaptation options." Mitigation and Adaptation Strategies for Global Change. 25 (6), pp. 1149-1175. https://doi.org/10.1007/s11027-020-09927-0Using a Mixed Method Research to Develop Spatial Information Sharing Strategies Across Natural Resource Management Communities
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2019. "Using a Mixed Method Research to Develop Spatial Information Sharing Strategies Across Natural Resource Management Communities." Inaugural Australasia & Pacific Regional Mixed Methods International Research Association Conference 2019: Expanding Conceptual and Methodological Boundaries (MMIRA 2019). Wellington, New Zealand 04 - 06 Dec 2019 Indianapolis, United States.Modelling drought impacts on coffee production in Viet Nam: a system dynamics approach
Pham, Y., Reardon-Smith, K. and Mushtaq, S.. 2019. "Modelling drought impacts on coffee production in Viet Nam: a system dynamics approach." Elsawah, S. (ed.) 23rd International Congress on Modelling and Simulation (MODSIM2019). Canberra, Australia 01 - 06 Dec 2019 Canberra, Australia.How fungi’s knack for networking boosts ecological recovery after bushfires
Frew, Adam, Le Brocque, Andy, Nimmo, Dale, Egidi, Eleonora, Price, Jodi and Greenwood, Leanne. 2020. "How fungi’s knack for networking boosts ecological recovery after bushfires." The Conversation. 20 March 2020, pp. 1-8.Intelligent data analytics for time series, trend analysis and drought indices comparison
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2021. "Intelligent data analytics for time series, trend analysis and drought indices comparison." 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. 151-169Win-win: Improved irrigation management saves water and increases yield for robusta coffee farms in Vietnam
Byrareddy, Vivekananda, Kouadio, Louis, Kath, Jarrod, Mushtaq, Shahbaz, Rafiei, Vahid, Scobie, Michael and Stone, Roger. 2020. "Win-win: Improved irrigation management saves water and increases yield for robusta coffee farms in Vietnam." Agricultural Water Management. 241, pp. 1-12. https://doi.org/10.1016/j.agwat.2020.106350Monitoring 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.14.014518Not 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.15097Defining flood risk management strategies: a systems approach
Mai, Thanh, Mushtaq, Shahbaz, Reardon-Smith, Kate, Webb, Paul, Stone, Roger, Kath, Jarrod and An-Vo, Duc-Anh. 2020. "Defining flood risk management strategies: a systems approach." International Journal of Disaster Risk Reduction. 47. https://doi.org/10.1016/j.ijdrr.2020.101550Creating positive synergies between risk management and transfer to accelerate food system climate resilience
Mushtaq, Shahbaz, Kath, Jarrod, Stone, Roger, Henry, Ross, Laderach, Peter, Reardon-Smith, Kathryn, Cobon, David, Marcussen, Torben, Cliffe, Neil, Kristiansen, Paul and Pischke, Frederik. 2020. "Creating positive synergies between risk management and transfer to accelerate food system climate resilience." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 161 (3), pp. 465-478. https://doi.org/10.1007/s10584-020-02679-5Trends and current state of research on greater one-horned rhinoceros (Rhinoceros unicornis): a systematic review of the literature over a period of 33 years (1985–2018)
Pant, Ganesh, Maraseni, Tek, Apan, Armando and Allen, Benjamin L.. 2020. "Trends and current state of research on greater one-horned rhinoceros (Rhinoceros unicornis): a systematic review of the literature over a period of 33 years (1985–2018)." Science of the Total Environment. 710, pp. 1-14. https://doi.org/10.1016/j.scitotenv.2019.136349Integrating 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-zThe impact of climate change and variability on coffee production: a systematic review
Pham, Yen, Reardon-Smith, Kathryn, Mushtaq, Shahbaz and Cockfield, Geoff. 2019. "The impact of climate change and variability on coffee production: a systematic review." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 156 (4), pp. 609-630. https://doi.org/10.1007/s10584-019-02538-yAn assessment of governance quality for community-based forest management systems in Asia: Prioritisation of governance indicators at various scales
Maraseni, Tek Narayan, Bhattarai, Nabin, Karky, Bhaskar Singh, Cadman, Timothy, Timalsina, Niroj, Bhandari, Trishna Singh, Apan, Armando, Ma, Hwan Ok, Rawat, R. S., Verma, Nemit, San, Su Mon, Oo, Thaung Naing, Dorji, Kinley, Dhungana, Sindhu and Poudel, Mohan. 2019. "An assessment of governance quality for community-based forest management systems in Asia: Prioritisation of governance indicators at various scales." Land Use Policy: the international journal covering all aspects of land use. 81, pp. 750-671. https://doi.org/10.1016/j.landusepol.2018.11.044Spatial variability in regional scale drought index insurance viability across Australia’s wheat growing regions
Kath, Jarrod, Mushtaq, Shahbaz, Henry, Ross, Adeyinka, Adewuyi Ayodele, Stone, Roger, Marcussen, Torben and Kouadio, Louis. 2019. "Spatial variability in regional scale drought index insurance viability across Australia’s wheat growing regions." Climate Risk Management. 24, pp. 13-29. https://doi.org/10.1016/j.crm.2019.04.002Development of copula statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2020. "Development of copula statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 141-178Key risks for Australian macadamia growers and potential insurance options to manage financial losses
Mushtaq, Shahbaz, Kath, Jarrod, Marcussen, Torbin, Roberts, Julian, Wilkinson, Claire, Mehmet, Russell, Pilling, Debbie and Henry, Ross. 2019. Key risks for Australian macadamia growers and potential insurance options to manage financial losses. Toowoomba, Australia. University of Southern Queensland.Value of seasonal climate forecasts in reducing economic losses for grazing enterprises: Charters Towers case study
An-Vo, Duc-Anh, Reardon-Smith, Kate, Mushtaq, Shahbaz, Cobon, David, Kodur, Shreevatsa and Stone, Roger. 2019. "Value of seasonal climate forecasts in reducing economic losses for grazing enterprises: Charters Towers case study." The Rangeland Journal. 41 (3), pp. 165-175. https://doi.org/10.1071/RJ18004Meeting national emissions reduction obligations: a case study of Australia
Maraseni, Tek and Reardon-Smith, Kathryn. 2019. "Meeting national emissions reduction obligations: a case study of Australia." Energies. 12 (3), pp. 1-13. https://doi.org/10.3390/en12030438A soil temperature decision support tool for agronomic research and management under climate variability: adapting to earlier and more variable planting conditions
Kath, Jarrod and Pembleton, Keith. 2019. "A soil temperature decision support tool for agronomic research and management under climate variability: adapting to earlier and more variable planting conditions." Computers and Electronics in Agriculture. 162, pp. 783-792. https://doi.org/10.1016/j.compag.2019.05.030Copula 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/s00477-019-01662-6Diverse drivers of unsustainable groundwater extraction behaviour operate in an unregulated water scarce region
Khair, Syed Muhammad, Mushtaq, Shabaz, Reardon-Smith, Kate and Ostini, Jenny. 2019. "Diverse drivers of unsustainable groundwater extraction behaviour operate in an unregulated water scarce region." Journal of Environmental Management. 236, pp. 340-350. https://doi.org/10.1016/j.jenvman.2018.12.077Value of seasonal forecasting for sugarcane farm irrigation planning
An-Vo, Duc-Anh, Mushtaq, Shahbaz, Reardon-Smith, Kathryn, Kouadio, Louis, Attard, Steve, Cobon, David and Stone, Roger. 2019. "Value of seasonal forecasting for sugarcane farm irrigation planning." European Journal of Agronomy. 104, pp. 37-48. https://doi.org/10.1016/j.eja.2019.01.005A systems thinking approach to water trade: finding leverage for sustainable development
Mai, Thanh, Mushtaq, Shahbaz, Loch, Adam, Reardon-Smith, K. and An-Vo, Duc-Anh. 2019. "A systems thinking approach to water trade: finding leverage for sustainable development." Land Use Policy: the international journal covering all aspects of land use. 82, pp. 595-608. https://doi.org/10.1016/j.landusepol.2019.01.004A conceptual framework for ecological responses to groundwater regime alteration (FERGRA)
Kath, Jarrod, Boulton, Andrew J., Harrison, Evan T. and Dyer, Fiona J.. 2018. "A conceptual framework for ecological responses to groundwater regime alteration (FERGRA)." Ecohydrology. 11 (7), pp. 1-17. https://doi.org/10.1002/eco.2010History of drought management in Australia
Reardon-Smith, Kathryn, Williams, Allyson, Mushtaq, Shahbaz, Cobon, David, McRae, David and Kouadio, Louis. 2017. "History of drought management in Australia." Eslamien, Saied and Eslamien, Faezeh (ed.) Handbook of Drought and Water Scarcity: Management of Drought and Water Scarcity. United States. CRC Press. pp. 423-448Tree biomass quantity, carbon stock and canopy correlates in mangrove forest and land uses that replaced mangroves in Honda Bay, Philippines
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek Narayan and Salmo, Severino G., III. 2018. "Tree biomass quantity, carbon stock and canopy correlates in mangrove forest and land uses that replaced mangroves in Honda Bay, Philippines." Regional Studies in Marine Science. 24, pp. 174-183. https://doi.org/10.1016/j.rsma.2018.08.006Tropical cyclone insurance for Queensland agriculture
Mushtaq, Shahbaz, Kath, Jarrod, Stone, Roger, Marcussen, Torben, Roberts, Julian, Wilkinson, Claire, Mehmet, Russell and Henry, Ross. 2018. Tropical cyclone insurance for Queensland agriculture. University of Southern Queensland. University of Southern Queensland.Drought climate adaptation program: producing enhanced agricultural crop insurance systems: summary report
Mushtaq, Shabaz, Marcussen, Torben, Kath, Jarrod, Reardon-Smith, Kathryn, Kouadio, Louis, Krishnamurti, Chandrasekhar, Stone, Roger, Roberts, Julian, Mehmet, Russell, Pilling, Debbie and Henry, Ross. 2018. Drought climate adaptation program: producing enhanced agricultural crop insurance systems: summary report. University of Southern Queensland.Drought climate adaptation program: producing enhanced agricultural crop insurance systems: final report
Mushtaq, Shahbaz, Marcussen, Torben, Kath, Jarrod, Reardon-Smith, Kathryn, Kouadio, Louis, Krishnamurti, Chandrasekhar, Stone, Roger, Roberts, Julian, Mehmet, Russell, Pilling, Debbie and Henry, Ross. 2017. Drought climate adaptation program: producing enhanced agricultural crop insurance systems: final report. University of Southern Queensland.Index insurance benefits agricultural producers exposed to excessive rainfall risk
Kath, Jarrod, Mushtaq, Shahbaz, Henry, Ross, Adeyinka, Adewuyi and Stone, Roger. 2018. "Index insurance benefits agricultural producers exposed to excessive rainfall risk." Weather and Climate Extremes. 22, pp. 1-9. https://doi.org/10.1016/j.wace.2018.10.003Mapping of peanut crops in Queensland, Australia using time-series PROBA-V 100-m normalized difference vegetation index imagery
Haerani, Haerani, Apan, Armando and Basnet, Badri. 2018. "Mapping of peanut crops in Queensland, Australia using time-series PROBA-V 100-m normalized difference vegetation index imagery." Journal of Applied Remote Sensing. 12 (3), pp. 1-22. https://doi.org/10.1117/1.JRS.12.036005Copula-based agricultural conditional value-at-risk modelling for geographical diversifications in wheat farming portfolio management
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz, Kath, Jarrod and Khan, Shahjahan. 2018. "Copula-based agricultural conditional value-at-risk modelling for geographical diversifications in wheat farming portfolio management." Weather and Climate Extremes. 21, pp. 76-89. https://doi.org/10.1016/j.wace.2018.07.002Discretization of continuous predictor variables in Bayesian networks: an ecological threshold approach
Lucena-Moya, Paloma, Brawata, Renee, Kath, Jarrod, Harrison, Evan, El Sawah, Sondoss and Dyer, Fiona. 2015. "Discretization of continuous predictor variables in Bayesian networks: an ecological threshold approach." Environmental Modelling and Software. 66, pp. 36-45. https://doi.org/10.1016/j.envsoft.2014.12.019Looking beneath the surface: using hydrogeology and traits to explain flow variability effects on stream macroinvertebrates
Kath, Jarrod, Harrison, Evan, Kefford, Ben J., Moore, Leah, Wood, Paul J., Schafer, Ralf B. and Dyer, Fiona. 2016. "Looking beneath the surface: using hydrogeology and traits to explain flow variability effects on stream macroinvertebrates." Ecohydrology. 9 (8), pp. 1480-1495. https://doi.org/10.1002/eco.1741Interactions among stressors may be weak: Implications for management of freshwater macroinvertebrate communities
Kath, Jarrod, Thomson, James R., Thompson, Ross, Kefford, Ben, Dyer, Fiona and MacNally, Ralph. 2018. "Interactions among stressors may be weak: Implications for management of freshwater macroinvertebrate communities." Diversity and Distributions. 24 (7), pp. 939-950. https://doi.org/10.1111/ddi.12737Why groundwater matters: an introduction for policy-makers and managers
Kath, Jarrod and Dyer, Fiona. 2017. "Why groundwater matters: an introduction for policy-makers and managers." Policy Studies. 38 (5), pp. 447-461. https://doi.org/10.1080/01442872.2016.1188907Solar, wind and geothermal energy applications in agriculture: back to the future?
Bundschuh, Jochen, Chen, Guangnan, Tomaszewska, Barbara, Ghaffour, Noreddine, Mushtaq, Shahbaz, Hamawand, Ihsan, Reardon-Smith, Kathryn, Maraseni, Tek, Banhazi, Thomas, Mahmoudi, Hacene, Goosen, Mattheus and Antille, Diogones L.. 2017. "Solar, wind and geothermal energy applications in agriculture: back to the future?" Bundschuh, Jochen, Chen, Guangnan, Chandrasekharam, D. and Piechocki, Janusz (ed.) Geothermal, wind and solar energy applications in agriculture and aquaculture. Leiden, Netherlands. CRC Press. pp. 1-32Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia
Dayal, Kavina, Deo, Ravinesh and Apan, Armando A.. 2017. "Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia." Filho, Walter Leal (ed.) Climate change adaptation in Pacific countries:fostering resilience and improving the quality of life. Springer. pp. 177-198Drivers of grassland resistance and recovery to long term drought
Le Brocque, Andrew F, Kath, Jarrod, Reardon-Smith, Kate and Apan, Armando. 2017. "Drivers of grassland resistance and recovery to long term drought." 6th Joint Conference of the Ecological Society of Australia and the New Zealand Ecological Society (EcoTAS 2017). Pokolbin, Australia 26 Nov - 01 Dec 2017Chronic groundwater decline: a multi-decadal analysis of groundwater trends under extreme climate cycles
Le Brocque, Andrew F., Kath, Jarrod and Reardon-Smith, Kathryn. 2018. "Chronic groundwater decline: a multi-decadal analysis of groundwater trends under extreme climate cycles." Journal of Hydrology. 561, pp. 976-986. https://doi.org/10.1016/j.jhydrol.2018.04.059Modelling irrigated sugarcane crop under seasonal climate variability: a case study in Burdekin district
An-Vo, D.-A., Mushtaq, S. and Reardon-Smith, K.. 2017. "Modelling irrigated sugarcane crop under seasonal climate variability: a case study in Burdekin district." Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (ed.) 22nd International Congress on Modelling and Simulation (MODSIM2017). Hobart, Australia 03 - 08 Dec 2017 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2017.J6.anvoSpatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2018. "Spatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia." Natural Hazards. 93 (2), pp. 823-847. https://doi.org/10.1007/s11069-018-3326-8Passive brigalow (Acacia harpophylla) woodland regeneration fails to recover floristic composition in an agricultural landscape
Le Brocque, Andrew F. and Wagner, Peter M.. 2018. "Passive brigalow (Acacia harpophylla) woodland regeneration fails to recover floristic composition in an agricultural landscape." Austral Ecology: a journal of ecology in the Southern Hemisphere. 43 (4), pp. 409-423. https://doi.org/10.1111/aec.12578Investigating drought duration-severity-intensity characteristics using the Standardized Precipitation-Evapotranspiration Index: case studies in drought-prone Southeast Queensland
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2018. "Investigating drought duration-severity-intensity characteristics using the Standardized Precipitation-Evapotranspiration Index: case studies in drought-prone Southeast Queensland." Journal of Hydrologic Engineering. 23 (1), p. 05017029. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001593Predicting water allocation trade prices using a hybrid Artificial Neural Network-Bayesian modelling approach
Nguyen-Ky, Tai, Mushtaq, Shahbaz, Loch, Adam, Reardon-Smith, Kate, An-Vo, Duc-Anh, Ngo-Cong, Duc and Tran-Cong, Thanh. 2018. "Predicting water allocation trade prices using a hybrid Artificial Neural Network-Bayesian modelling approach." Journal of Hydrology. 567, pp. 781-791. https://doi.org/10.1016/j.jhydrol.2017.11.049Analysing foregone costs of communities and carbon benefits in small scale community based forestry practice in Nepal
Pandey, Shiva Shankar, Maraseni, Tek Narayan, Reardon-Smith, Kathryn and Cockfield, Geoff. 2017. "Analysing foregone costs of communities and carbon benefits in small scale community based forestry practice in Nepal." Land Use Policy: the international journal covering all aspects of land use. 69, pp. 160-166. https://doi.org/10.1016/j.landusepol.2017.09.007Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek Narayan and Salmo, Severino G., III. 2017. "Soil C quantities of mangrove forests, their competing land uses, and their spatial distribution in the coast of Honda Bay, Philippines." Geoderma. 293, pp. 82-90. https://doi.org/10.1016/j.geoderma.2017.01.025The rate, extent and spatial predictors of forest loss (2000-2012) in the terrestrial protected areas of the Philippines
Apan, Armando, Suarez, Luz Angelica, Maraseni, Tek and Castillo, Jose Alan. 2017. "The rate, extent and spatial predictors of forest loss (2000-2012) in the terrestrial protected areas of the Philippines." Applied Geography. 81, pp. 32-42. https://doi.org/10.1016/j.apgeog.2017.02.007Medical geology in the framework of the sustainable development goals
Bundschuh, Jochen, Maity, Jyoti Prakash, Mushtaq, Shahbaz Mushtaq, Vithange, Meththika, Seneweera, Saman, Schneider, Jerusa, Bhattacharya, Prosun, Khan, Nasreen Islam, Hamawand, Ihsan, Guilherme, Luiz R. G., Reardon-Smith, Kathryn, Parvez, Faruque, Morales-Simfors, Nury, Ghaze, Sara, Pudmenzky, Christa, Kouadio, Louis and Chen, Chien-Yen. 2017. "Medical geology in the framework of the sustainable development goals." Science of the Total Environment. 581-582, pp. 87-104. https://doi.org/10.1016/j.scitotenv.2016.11.208Estimating the value of conjunctive water use at a system-level using nonlinear programming model
An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2014. "Estimating the value of conjunctive water use at a system-level using nonlinear programming model." 2nd Digital Rural Futures Conference 2014. Toowoomba, Australia 25 - 27 Jun 2014 Australia.Sweet success: virtual world tools enhance real world decision making in the Australian sugar industry
Reardon-Smith, Kate, Farley, Helen, Cliffe, Neil, Mushtaq, Shahbaz, Stone, Roger, Doyle, Joanne, Martin, Neil, Ostini, Jenny, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "Sweet success: virtual world tools enhance real world decision making in the Australian sugar industry." ICELW 2014: International Conference on e-Learning in the Workplace. New York, United States 11 - 13 Jun 2014Investigating the value of seasonal climate forecast for beef grazing enterprises: Charters Towers case study
An-Vo, Duc-Anh, Reardon-Smith, Kate, Mushtaq, Shahbaz, Cobon, David, Kodur, Shreevatsa and Stone, Roger. 2017. "Investigating the value of seasonal climate forecast for beef grazing enterprises: Charters Towers case study." 19th Biennial Conference of the Australian Rangeland Society. Port Augusta, Australia 25 - 28 Sep 2017 Australia.Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors
Maraseni, Tek Narayan, Reardon‑Smith, Kathryn, Griffiths, Greg and Apan, Armando. 2016. "Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors." Carbon Balance and Management. 11, pp. 1-11. https://doi.org/10.1186/s13021-016-0067-4Soil greenhouse gas fluxes in tropical mangrove forests and in land uses on deforested mangrove lands
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek N. and Salmo, Severino G., III. 2017. "Soil greenhouse gas fluxes in tropical mangrove forests and in land uses on deforested mangrove lands." Catena. 159, pp. 60-69. https://doi.org/10.1016/j.catena.2017.08.005Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery
Castillo, Jose Alan A., Apan, Armando A., Maraseni, Tek N. and Salmo, Severino G., III. 2017. "Estimation and mapping of above-ground biomass of mangrove forests and their replacement land uses in the Philippines using Sentinel imagery." ISPRS Journal of Photogrammetry and Remote Sensing. 134, pp. 70-85. https://doi.org/10.1016/j.isprsjprs.2017.10.016Developing the capacity of farmers to understand and apply seasonal climate forecasts through collaborative learning processes
Cliffe, Neil, Stone, Roger, Coutts, Jeff, Reardon-Smith, Kathryn and Mushtaq, Shahbaz. 2016. "Developing the capacity of farmers to understand and apply seasonal climate forecasts through collaborative learning processes." Journal of Agricultural Education and Extension: international journal on changes in agricultural knowledge and action systems. 22 (4), pp. 311-325. https://doi.org/10.1080/1389224X.2016.1154473Hyperspectral sensing to detect the impact of herbicide drift on cotton growth and yield
Suarez, L. A., Apan, Armando and Werth, Jeff. 2016. "Hyperspectral sensing to detect the impact of herbicide drift on cotton growth and yield." ISPRS Journal of Photogrammetry and Remote Sensing. 120, pp. 65-76. https://doi.org/10.1016/j.isprsjprs.2016.08.004Using a Bayesian network model to assess ecological responses to hydrological factor interactions
Kath, Jarrod M., Le Brocque, Andrew F. and Maron, Martine. 2016. "Using a Bayesian network model to assess ecological responses to hydrological factor interactions." Ecohydrology. 9 (1), pp. 11-20. https://doi.org/10.1002/eco.1597Groundwater decline and climatic variability: Implications for groundwater linked agro-ecosystems
Le Brocque, Andrew F., Kath, Jarrod, Reardon-Smith, Kate and Apan, Armando. 2016. "Groundwater decline and climatic variability: Implications for groundwater linked agro-ecosystems." 2016 Conference of the Ecological Society of Australia (ESA 2016). Fremantle, Australia 29 Nov - 02 Dec 2016 Australia.Vulnerability assessment of urban community and critical infrastructures for integrated flood risk management and climate adaptation strategies
Espada, Rudolf, Apan, Armando and McDougall, Kevin. 2017. "Vulnerability assessment of urban community and critical infrastructures for integrated flood risk management and climate adaptation strategies." International Journal of Disaster Resilience in the Built Environment. 8 (4), pp. 375-411. https://doi.org/10.1108/IJDRBE-03-2015-0010Can digital discussion support tools provide cost-effective options for agricultural extension services?
Mushtaq, Shahbaz, Reardon-Smith, Kate, Cliffe, Neil, Ostini, Jenny, Farley, Helen, Doyle, Joanne and Kealley, Matt. 2017. "Can digital discussion support tools provide cost-effective options for agricultural extension services?" Information Technologies and International Development. 13, pp. 52-68.Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index
Dayal, Kavina S., Deo, Ravinesh C. and Apan, Armando A.. 2016. "Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index." 2016 IEEE Region 10 International Conference: Technologies for Smart Nation (TENCON 2016). Singapore 22 - 25 Nov 2016 Singapore. https://doi.org/10.1109/TENCON.2016.7848588
Application of Modis data to assess the latest forest cover changes of Sri Lanka
Perera, Kithsiri, Herath, Srikantha, Apan, Armando and Tateishi, Ryutaro. 2013. "Application of Modis data to assess the latest forest cover changes of Sri Lanka." Ogleby, Cliff (ed.) 22nd Annual Photogrammetry, Remote Sensing and Spatial Information Science Congress (ISPRS 2012): Imaging a Sustainable Future. Melbourne, Australia 25 Aug - 01 Sep 2012 Australia. Copernicus GmbH. https://doi.org/10.5194/isprsannals-I-7-165-2012Detection of phenoxy herbicide dosage in cotton crops through the analysis of hyperspectral data
Suarez, L. A., Apan, Armando and Werth, J.. 2017. "Detection of phenoxy herbicide dosage in cotton crops through the analysis of hyperspectral data." International Journal of Remote Sensing. 38 (23), pp. 6528-6553. https://doi.org/10.1080/01431161.2017.1362128Delineation of management zones using multiple crop yield data
Basnet, Badri, Kelly, Rob, Jensen, Troy, Strong, Wayne, Apan, Armando and Butler, David. 2003. "Delineation of management zones using multiple crop yield data." 16th Triennial Congress of the International Soil Tillage Research Organisation (ISTRO 2003). Brisbane, Australia 13 - 18 Jul 2003 Brisbane, Australia.Correlating high resolution aerial imagery with wheat yield and protein content
Apan, A., Kelly, R., Jensen, T., Strong, W. and Butler, D.. 2004. "Correlating high resolution aerial imagery with wheat yield and protein content." Smith, Richard and Dawbin, Ken (ed.) 12th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2004): To Measure is to Manage. Fremantle, Australia 18 - 22 Oct 2004 Adelaide, Australia.Spectral discrimination and classification of sugarcane varieties using EO-1 hyperion hyperspectral imagery
Apan, Armando, Held, Alex, Phinn, Stuart and Markley, John. 2004. "Spectral discrimination and classification of sugarcane varieties using EO-1 hyperion hyperspectral imagery." 25th Asian Conference on Remote Sensing (ACRS 2004). Chiang Mai, Thailand 22 - 26 Nov 2004 China.Application of aerial imagery to analyse on-farm trials
Basnet, B., Kelly, R., Jensen, T., Kane, T., Apan, A. and Butler, D.. 2002. "Application of aerial imagery to analyse on-farm trials." 11th Australasian Remote Sensing and Photogrammetry Conference (ARSPC2002): Images to Information. Brisbane, Australia 02 - 06 Sep 2002 Australia.Capturing of remotely sensed images to advance the use of yield maps and other spatial information to improve crop management and forecasting
Jensen, T., Apan, A., Young, F. and Zeller, L.. 2002. "Capturing of remotely sensed images to advance the use of yield maps and other spatial information to improve crop management and forecasting." 11th Australasian Remote Sensing and Photogrammetry Conference (ARSPC2002): Images to Information. Brisbane, Australia 02 - 06 Sep 2002 Adelaide, Australia.Spectral discrimination and separability analysis of agricultural crops and soil attributes using ASTER imagery
Apan, Armando, Kelly, Rob, Jensen, Troy, Butler, David, Strong, Wayne and Basnet, Badri. 2002. "Spectral discrimination and separability analysis of agricultural crops and soil attributes using ASTER imagery." 11th Australasian Remote Sensing and Photogrammetry Conference (ARSPC2002): Images to Information. Brisbane, Australia 02 - 06 Sep 2002 Adelaide, Australia.Quantifying landscape fragmentation in the Lockyer Valley Catchment, Queensland: 1973 – 1997
Apan, Armando A., Raine, Steven R. and Paterson, Mark S.. 2000. "Quantifying landscape fragmentation in the Lockyer Valley Catchment, Queensland: 1973 – 1997." AURISA 2000 Conference (AURISA 2000). Coolum, Australia 20 - 24 Nov 2000Managing pest species under climate change: risks and opportunities
Reardon-Smith, Kathryn M., Stone, Roger C. and Le Brocque, Andrew F.. 2012. "Managing pest species under climate change: risks and opportunities." 4th Queensland Pest Animal Symposium. Caloundra, Queensland 30 Jul - 02 Aug 2012 Queensland, Australia.Image analysis techniques for assessing landscape structural change: a case study of the Lockyer Valley Catchment, Queensland
Apan, Armando A., Raine, Steven R. and Paterson, Mark S.. 2000. "Image analysis techniques for assessing landscape structural change: a case study of the Lockyer Valley Catchment, Queensland." 10th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2000). Adelaide, Australia 21 - 25 Aug 2000Estimating the value of conjunctive water use at a system-level using nonlinear programing model
An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2015. "Estimating the value of conjunctive water use at a system-level using nonlinear programing model." Journal of Economic and Social Policy. 17 (2), pp. [163]-[182].Trade-offs and synergies between water and energy use in rural Australia
Mushtaq, Shahbaz, Maraseni, Tek N. and Reardon-Smith, Kathryn. 2015. "Trade-offs and synergies between water and energy use in rural Australia." Pittock, Jamie, Hussey, Karen and Dovers, Stephen (ed.) Climate, energy and water: managing trade-offs, seizing opportunities. New York, USA. Cambridge University Press. pp. 123-140Groundwater salinization intensifies drought impacts in forests and reduces refuge capacity
Kath, Jarrod, Powell, Sue, Reardon-Smith, Kathryn, El Sawah, Sondoss, Jakeman, Anthony J., Croke, Barry F.W. and Dyer, Fiona J.. 2015. "Groundwater salinization intensifies drought impacts in forests and reduces refuge capacity." Journal of Applied Ecology. 52 (5), pp. 1116-1125. https://doi.org/10.1111/1365-2664.12495Ecosystems and indigenous well-being: an integrated framework
Sangha, Kamaljit K., Le Brocque, Andrew, Costanza, Robert and Cadet-James, Yvonne. 2015. "Ecosystems and indigenous well-being: an integrated framework." Global Ecology and Conservation. 4, pp. 197-206. https://doi.org/10.1016/j.gecco.2015.06.008Vulnerability assessment and interdependency analysis of critical infrastructures for climate adaptation and flood mitigation
Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2015. "Vulnerability assessment and interdependency analysis of critical infrastructures for climate adaptation and flood mitigation." International Journal of Disaster Resilience in the Built Environment. 6 (3), pp. 313-346. https://doi.org/10.1108/IJDRBE-02-2014-0019Nonlinear Optimisation Using Production Functions to Estimate Economic Benefit of Conjunctive Water Use for Multicrop Production
An-Vo, D.-A., Mushtaq, S., Nguyen-Ky, T., Bundschuh, J., Tran-Cong, T., Maraseni, T. N. and Reardon-Smith, K.. 2015. "Nonlinear Optimisation Using Production Functions to Estimate Economic Benefit of Conjunctive Water Use for Multicrop Production." Water Resources Management. 29 (7), pp. 2153-2170. https://doi.org/10.1007/s11269-015-0933-yApplication of capability approach to assess the role of ecosystem services in the well-being of indigenous Australians
Sangha, Kamaljit K., Le Brocque, Andrew, Costanza, Robert and Cadet-James, Yvonne. 2015. "Application of capability approach to assess the role of ecosystem services in the well-being of indigenous Australians." Global Ecology and Conservation. 4, pp. 445-458. https://doi.org/10.1016/j.gecco.2015.09.001Virtual discussions to support climate risk decision making on farms
Reardon-Smith, Kate, Mushtaq, Shahbaz, Farley, Helen S., Cliffe, Neil, Stone, Roger C., Ostini, Jenny, Doyle, Joanne, Martin, Neil, Loch, Adam, Maraseni, Tek, Marcussen, Torben and Lindesay, Janette. 2015. "Virtual discussions to support climate risk decision making on farms." Journal of Economic and Social Policy. 17 (2).Putting virtual worlds to work to support improved climate risk decision-making on real world farms
Reardon-Smith, Kate, Mushtaq, Shahbaz, Stone, Roger, Cliffe, Neil, Farley, Helen, Ostini, Jenny, Doyle, Joanne, Martin, Neil and Loch, Adam. 2015. "Putting virtual worlds to work to support improved climate risk decision-making on real world farms." 2nd International Conference on Global Food Security. Cornell University, Ithaca, United States 11 - 14 Oct 2015Groundwater governance in a water-starved country: public policy, farmers' perceptions and drivers of tubewell adoption in Balochistan, Pakistan
Khair, Syed Mohammad, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2015. "Groundwater governance in a water-starved country: public policy, farmers' perceptions and drivers of tubewell adoption in Balochistan, Pakistan." Ground Water. 53 (4), pp. 626-637. https://doi.org/10.1111/gwat.12250Prioritising carbon sequestration areas in southern Queensland using time series MODIS net primary productivity (NPP) imagery
Apan, A., Suarez Cadavid, L. A., Richardson, L. and Maraseni, T.. 2014. "Prioritising carbon sequestration areas in southern Queensland using time series MODIS net primary productivity (NPP) imagery." Dadhwal, V. K., Seshasai, M. V. R., Hakeem, A., Diwakar, P. G. and Raju, P. L. N. (ed.) Technical Commission 8th Mid-Term Symposium (ISPRS 2014). Hyderabad, India 09 - 12 Dec 2014 Goettingen, Germany. https://doi.org/10.5194/isprsarchives-XL-8-549-2014Groundwater thresholds for drought resilience in floodplain woodlands: a case study from the northern Murray-Darling Basin
Kath, Jarrod, Reardon-Smith, Kate, Le Brocque, Andy and Dyer, Fiona. 2014. "Groundwater thresholds for drought resilience in floodplain woodlands: a case study from the northern Murray-Darling Basin." Climate Adaptation (NCCARF 2014): Future Challenges. Gold Coast, Australia 30 Sep - 02 Oct 2014 Gold Coast, Australia.Virtual world technologies to enhance climate risk management on Australian sugar cane farms
Reardon-Smith, Kate, Mushtaq, Shahbaz, Stone, Roger, Cliffe, Neil, Farley, Helen, Ostini, Jenny, Doyle, Joanne, Martin, Neil, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "Virtual world technologies to enhance climate risk management on Australian sugar cane farms." Climate Adaptation (NCCARF 2014): Future Challenges. Gold Coast, Australia 30 Sep - 02 Oct 2014 Gold Coast, Australia.Integrated assessment of water-energy-GHG emissions tradeoffs in an irrigated lucerne production system in eastern Australia
Mushtaq, S., Maraseni, T. N., Reardon-Smith, K., Bundschuh, J. and Jackson, T.. 2015. "Integrated assessment of water-energy-GHG emissions tradeoffs in an irrigated lucerne production system in eastern Australia." Journal of Cleaner Production. 103, pp. 491-498. https://doi.org/10.1016/j.jclepro.2014.05.037Application of capability approach to assess the role of ecosystem services in well-being of indigenous Australians for welfare policies
Sangha, Kamaljit and Le Brocque, Andrew. 2014. "Application of capability approach to assess the role of ecosystem services in well-being of indigenous Australians for welfare policies." Andersen, Alan (ed.) 2014 Conference of the Ecological Society of Australia (ESA 2014). Alice Springs, Australia 28 Sep - 03 Oct 2014 Canberra, Australia.Identifying groundwater thresholds for drought resilience in floodplain tree species in the northern Murray-Darling Basin
Reardon-Smith, Kate, Kath, Jarrod, Le Brocque, Andy and Dyer, Fiona. 2014. "Identifying groundwater thresholds for drought resilience in floodplain tree species in the northern Murray-Darling Basin." Andersen, Alan (ed.) 2014 Conference of the Ecological Society of Australia (ESA 2014). Alice Springs, Australia 28 Sep - 03 Oct 2014 Canberra, Australia.Lippia (Phyla canescens) and its response to fire
Galea, Lucy, Le Brocque, Andy and Reardon-Smith, Kate. 2014. "Lippia (Phyla canescens) and its response to fire." Andersen, Alan (ed.) 2014 Conference of the Ecological Society of Australia (ESA 2014). Alice Springs, Australia 28 Sep - 03 Oct 2014 Canberra, Australia.Spectral discrimination of bulloak (Allocasuarina luehmannii) and associated woodland for habitat mapping of the endangered bulloak jewel butterfly (Hypochrysops piceata) in southern Queensland
Zainol Abdullah, Wan Nor Zanariah, Apan, Armando A., Maraseni, Tek N. and Le Brocque, Andrew F.. 2014. "Spectral discrimination of bulloak (Allocasuarina luehmannii) and associated woodland for habitat mapping of the endangered bulloak jewel butterfly (Hypochrysops piceata) in southern Queensland." Journal of Applied Remote Sensing. 8 (1), pp. 083561-1. https://doi.org/10.1117/1.JRS.8.083561Spatial modelling of natural disaster risk reduction policies with Markov decision processes
Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2014. "Spatial modelling of natural disaster risk reduction policies with Markov decision processes." Applied Geography. 53, pp. 284-298. https://doi.org/10.1016/j.apgeog.2014.06.021Re-evaluating the rationale for irrigation technology adoption through an integrated trade-off analysis: case study of a cotton farming system in Australia
Maraseni, T. N., Mushtaq, S. and Reardon-Smith, K.. 2014. "Re-evaluating the rationale for irrigation technology adoption through an integrated trade-off analysis: case study of a cotton farming system in Australia." Journal of Water and Climate Change. 5 (3), pp. 328-340. https://doi.org/10.2166/wcc.2014.046Hydrological and land use determinants of Eucalyptus camaldulensis occurrence in floodplain wetlands
Kath, Jarrod, Le Brocque, Andrew, Leyer, Ilona and Mosner, Eva. 2014. "Hydrological and land use determinants of Eucalyptus camaldulensis occurrence in floodplain wetlands." Austral Ecology: a journal of ecology in the Southern Hemisphere. 39 (6), pp. 643-655. https://doi.org/10.1111/aec.12126Groundwater decline drives riparian woodland dysfunction in a northern Murray-Darling intensive production landscape
Reardon-Smith, K. M., Le Brocque, A. F. and House, A. P. N.. 2011. "Groundwater decline drives riparian woodland dysfunction in a northern Murray-Darling intensive production landscape." Bird, Michael and Simmons, Craig (ed.) 4th Australasian Hydrogeology Research Conference. Cairns, Australia 12 - 14 Jul 2011 Adelaide, Australia.Using stable isotopes to identify soil moisture sources of key species in riparian woodlands of the northern Murray-Darling Basin
Reardon-Smith, K. M., Le Brocque, A. F., Hollins, S. and Silburn, D. M.. 2011. "Using stable isotopes to identify soil moisture sources of key species in riparian woodlands of the northern Murray-Darling Basin." 11th Australasian Environmental Isotope Conference. Cairns, Australia 12 - 14 Jul 2011 Adelaide, Australia.The impact of varying statutory arrangements on spatial data sharing and access in regional NRM bodies
Paudyal, D. R., McDougall, K. and Apan, A.. 2014. "The impact of varying statutory arrangements on spatial data sharing and access in regional NRM bodies." ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. II (8), pp. 193-197. https://doi.org/10.5194/isprsannals-II-8-193-2014The development of virtual world tools to enhance learning and real world decision making in the Australian sugar farming industry
Reardon-Smith, Kathryn, Farley, Helen, Cliffe, Neil, Mushtaq, Shahbaz, Stone, Roger, Doyle, Joanne, Martin, Neil, Ostini, Jenny, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "The development of virtual world tools to enhance learning and real world decision making in the Australian sugar farming industry." International Journal of Advanced Corporate Learning. 7 (3), pp. 17-23. https://doi.org/10.3991/ijac.v7i3.4002Groundwater depth thresholds for tree condition
Kath, Jarrod, Reardon-Smith, Kate, Le Brocque, Andi, Dafny, Elad, Dyer, Fiona, Fritz, L. and Batterham, Megan. 2013. "Groundwater depth thresholds for tree condition." 52nd Australian Society for Limnology Congress (ASL 2013): From Theory to Practice in Water Science. Canberra, Australia 02 - 05 Dec 2013 Canberra, Australia.Groundwater decline and tree change in floodplain landscapes: identifying non-linear threshold responses in canopy condition
Kath, J., Reardon-Smith, K., Le Brocque, A. F., Dyer, F. J., Dafny, E., Fritz, L. and Batterham, M.. 2014. "Groundwater decline and tree change in floodplain landscapes: identifying non-linear threshold responses in canopy condition." Global Ecology and Conservation. 2, pp. 148-160. https://doi.org/10.1016/j.gecco.2014.09.002Foraging guild perturbations and ecological homogenization driven by a despotic native bird species
Howes, Alison, MacNally, Ralph, Loyn, Richard, Kath, Jarrod, Bowen, Michiala, McAlpine, Clive and Maron, Martine. 2014. "Foraging guild perturbations and ecological homogenization driven by a despotic native bird species." IBIS: The International Journal of Avian Science. 156 (2), pp. 341-354. https://doi.org/10.1111/ibi.12136Using a virtual world to enable real world decision making
Reardon-Smith, Kate, Farley, Helen, Stone, Roger, Mushtaq, Shahbaz, Cliffe, Neil, Doyle, Joanne, Martin, Neil, Maraseni, Tek, Marcussen, Torben, Lindesay, Janette, Loch, Adam and Kealley, Matt. 2013. "Using a virtual world to enable real world decision making." Lamb, David (ed.) 1st Digital Rural Futures Conference: Smart Farms - Smart Regions (DRF 2013). Armidale, Australia 26 - 28 Jun 2013 Armidale, Australia.Extending extension: virtual shed meetings in a digital age
Farley, Helen, Reardon-Smith, Kate, Mushtaq, Shahbaz, Cliffe, Neil, Lindesay, Janette and Loch, Adam. 2013. "Extending extension: virtual shed meetings in a digital age." Lamb, David (ed.) 1st Digital Rural Futures Conference: Smart Farms - Smart Regions (DRF 2013). Armidale, Australia 26 - 28 Jun 2013 Armidale, Australia.Effects of spatial resolution on measurement of landscape function using the landscape leakiness calculator
Dunwoody, Ernest, Apan, Armando and Liu, Xiaoye. 2013. "Effects of spatial resolution on measurement of landscape function using the landscape leakiness calculator." Surveying and Spatial Sciences Conference (SSSC 2013): Collect, Connect, Capitalise. Canberra, Australia 17 - 19 Apr 2013 Canberra, Australia.Response of soil fungal richness and composition to Lantana camara L. infestation in the Toowoomba region, South-East Queensland, Australia
Le Brocque, Andrew F., Case, Heidi and Dearnaley, John D. W.. 2013. "Response of soil fungal richness and composition to Lantana camara L. infestation in the Toowoomba region, South-East Queensland, Australia." Australasian Mycologist. 31, pp. 17-23.Developing spatial information sharing strategies across natural resource management communities
Paudyal, Dev Raj, McDougall, Kevin and Apan, Armando. 2013. "Developing spatial information sharing strategies across natural resource management communities." Onsrud, Harlan and Rajabifard, Abbas (ed.) Spatial Enablement in Support of Economic Development and Poverty Reduction: Research, Development and Education Perspectives. Needham, MA, USA. GSDI Association Press. pp. 141-168Using spatial modelling to develop flood risk and climate adaptation capacity metrics for vulnerability assessments of urban community and critical water supply infrastructure
Espada Jr., Rodolfo, Apan, Armando and McDougall, Kevin. 2013. "Using spatial modelling to develop flood risk and climate adaptation capacity metrics for vulnerability assessments of urban community and critical water supply infrastructure." Featherstone, Jeffrey (ed.) 49th World Congress of the International Society of City and Regional Planners (ISOCARP 2013): Frontiers of Planning: Evolving and Declining Models of City Planning Practice. Brisbane, Australia 01 - 04 Oct 2013 Netherlands.Adaptation and resilience in two flood-prone Queensland communities
King, David, Apan, Armando, Keogh, Diane and Thomas, Melanie. 2013. "Adaptation and resilience in two flood-prone Queensland communities." Boulter, Sarah, Palutikof, Jean, Karoly, David John and Guitart, Daniella (ed.) Natural disasters and adaptation to climate change. New York, NY. United States. Cambridge University Press. pp. 95-106Using spatial modelling to develop flood risk and climate adaptation capacity metrics for assessing urban community and critical electricity infrastructure vulnerability
Espada Jr., R., Apan, A. and McDougall, K.. 2013. "Using spatial modelling to develop flood risk and climate adaptation capacity metrics for assessing urban community and critical electricity infrastructure vulnerability." Piantadosi, J., Anderssen, R. S. and Boland, J. (ed.) 20th International Congress on Modelling and Simulation (MODSIM2013). Adelaide, Australia 01 - 06 Dec 2013 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2013.L1.espadaCorrelations between physical and chemical defences in plants: tradeoffs, syndromes, or just many different ways to skin a herbivorous cat?
Moles, Angela T., Peco, Begona, Wallis, Ian R., Foley, William J., Poore, Alistair G.B., Seabloom, Eric W., Vesk, Peter A., Bisigato, Alejandro J., Cella-Pizarro, Lucrecia, Clark, Connie J., Cohen, Philippe S., Cornwell, William K., Edwards, Will, Ejrnaes, Rasmus, Gonzales-Ojeda, Therany, Graae, Bente J., Hay, Gregory, Lumbwe, Fainess C., Magana-Rodriguez, Benjamın, ..., Hui, Francis K. C.. 2013. "Correlations between physical and chemical defences in plants: tradeoffs, syndromes, or just many different ways to skin a herbivorous cat?" New Phytologist. 198 (1), pp. 252-263. https://doi.org/10.1111/nph.12116A blueprint for sustainable groundwater management in Balochistan, Pakistan
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