300206. Agricultural spatial analysis and modelling
| Title | 300206. Agricultural spatial analysis and modelling |
|---|---|
| Parent | 3002. Agriculture, land and farm management |
Latest research outputs
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In-season yield prediction using VARIwise
McCarthy, Alison, O'Keeffe, Kieran and McKay, Andrew. 2019. "In-season yield prediction using VARIwise." Australian Association of Cotton Scientists 2019 Australian Cotton Research Conference (AACS 2019). Armidale, Australia 28 - 30 Oct 2019Keynote
Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data
Phung, Hoang-Phi, Lam-Dao, Nguyen, Nguyen-Huy, Thong, Le-Toan, Thuy and Apan, Armando A.. 2020. "Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data." Journal of Applied Remote Sensing. 14 (1), pp. 014518-1-014518-23. https://doi.org/10.1117/1.JRS.14.014518Article
Site-specific irrigation using automated control and machine vision for horticulture crops in Queensland and New Zealand
McCarthy, Alison, El-Naggar, Ahmed, Roudier, Pierre and Hedley, Carolyn. 2017. "Site-specific irrigation using automated control and machine vision for horticulture crops in Queensland and New Zealand." 18th Australian Agronomy Conference 2017. Ballarat, Victoria 24 - 28 Sep 2017 Australia.Paper
Automated cloud-based irrigation for centre pivot irrigated cotton and dairy pasture
McCarthy, Alison, Foley, Joseph, Hills, James, Shippam, Ralph and McLaren, David. 2018. "Automated cloud-based irrigation for centre pivot irrigated cotton and dairy pasture." 2018 Irrigation Australia International Conference and Exhibition. Sydney, Australia 13 - 15 Jun 2018Presentation
Upscaling models, downscaling data or the right model for the right scale of application?
Sparks, Adam H., Garrett, Karen A., Gilligan, Christopher A., Nelson, Andrew and Pembleton, Keith. 2018. "Upscaling models, downscaling data or the right model for the right scale of application?" 11th International Congress of Plant Pathology (ICPP 2018): Plant Health in a Global Economy. Boston, United States 29 Jul - 03 Aug 2018 United States.Keynote
Challenges in estimating soil water
Freebairn, D. M. and Ghahramani, A.. 2018. "Challenges in estimating soil water." Hulugalle, Nilantha, Biswas, Tapas, Greene, Richard and Bacon, Peter (ed.) 2018 National Soil Science Conference. Canberra, Australia 18 - 23 Nov 2018 Bridgewater, SA, Australia.Paper
Advanced data-driven irrigation
Hills, James, McLaren, David, Foley, Joseph and McCarthy, Alison. 2018. "Advanced data-driven irrigation." Where the Waters Meet 2018 - Australian Water Association, Tasmanian State Conference. Hobart, Australia 16 Aug 2018Presentation
Aerial imagery for yield prediction
McCarthy, Alison and Foley, Joseph. 2018. "Aerial imagery for yield prediction." 2018 Australian Cotton Conference. Gold Coast, Australia 07 - 09 Aug 2018Presentation
Integrating fish into irrigation infrastructure projects in Myanmar: rice-fish what if…?
Dubois, Mark, Akester, Michael, Leemans, Kimio, Teoh, Shwu Jiau, Stuart, Alexander M., Thant, Aung Myo, San, Su Su, Shein, Nilar, Leh, Mansoor, Moet Moet, Palal and Radanielson, Ando M. 2019. "Integrating fish into irrigation infrastructure projects in Myanmar: rice-fish what if…?" Marine and Freshwater Research. 70 (9), pp. 1229-1240. https://doi.org/10.1071/MF19182Article
Targeting management practices for rice yield gains in stress-prone environments of Myanmar
Radanielson, A. M., Kato, Yoichiro, Palao, Leo Kris, Feyisa, Gudina, Malabayabas, Arlene Julia, Aunario, Jorrel K., Garcia, Cornelia, Balanza, Jane G., Win, Khin Thawda, Singh, Rakesh K., Zamora, Chenie, Myint, Daw Tin Tin and Johnson, David E.. 2019. "Targeting management practices for rice yield gains in stress-prone environments of Myanmar." Field Crops Research. 244, pp. 1-12. https://doi.org/10.1016/j.fcr.2019.107631Article
Fusion of Spectral and Structural Information from Aerial Images for Improved Biomass Estimation
Banerjee, Bikram Pratap, Spangenberg, German and Kant, Surya. 2020. "Fusion of Spectral and Structural Information from Aerial Images for Improved Biomass Estimation." Remote Sensing. 12 (19). https://doi.org/10.3390/rs12193164Article
Estimating in-season actual evapotranspiration over a large-scale irrigation scheme in resource-limited conditions
Sawadogo, Estimating in-season actual evapotranspiration over a large-scale irrigation scheme in resource-limited conditions, Gundogdu, Kemal, Traore, Farid, Kouadio, Louis and Hessels, Tim. 2020. "Estimating in-season actual evapotranspiration over a large-scale irrigation scheme in resource-limited conditions." Proceedings of the Bulgarian Academy of Sciences. 73 (10), pp. 1473-1480. https://doi.org/10.7546/CRABS.2020.10.18Article
Assessing the Sensitivity of Site-Specific Lime and Gypsum Recommendations to Soil Sampling Techniques and Spatial Density of Data Collection in Australian Agriculture: A Pedometric Approach
Roberton, Stirling, Bennett, John McL., Lobsey, Craig R. and Bishop, Thomas F. A.. 2020. "Assessing the Sensitivity of Site-Specific Lime and Gypsum Recommendations to Soil Sampling Techniques and Spatial Density of Data Collection in Australian Agriculture: A Pedometric Approach ." Agronomy. 10 (11), pp. 1-18. https://doi.org/10.3390/agronomy10111676Article
Evaluating the shifts in rainfall and pasture-growth variabilities across the pastoral zone of Australia during 1910–2010
Cobon, David, Kouadio, Louis, Mushtaq, Shahbaz, Jarvis, Chelsea, Carter, John, Stone, Grant and Davis, Peter. 2019. "Evaluating the shifts in rainfall and pasture-growth variabilities across the pastoral zone of Australia during 1910–2010." Crop and Pasture Science. 70 (7), pp. 634-647. https://doi.org/10.1071/CP18482Article
Machine vision for camera-based horticulture crop growth monitoring
McCarthy, Alison, Hedley, Carolyn and El-Naggar, Ahmed. 2017. "Machine vision for camera-based horticulture crop growth monitoring." International Tri-Conference for Precision Agriculture in 2017 (PA17)/7th Asian-Australasian Conference on Precision Agriculture. Hamilton, New Zealand 16 - 18 Oct 2017 New Zealand. https://doi.org/10.5281/zenodo.893702Paper
Copula-based statistical modelling of synoptic-scale climate indices for quantifying and managing agricultural risks in australia
Nguyen-Huy, Thong. 2018. Copula-based statistical modelling of synoptic-scale climate indices for quantifying and managing agricultural risks in australia. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/xa1p-8373PhD Thesis
Using Multi-Temporal Landsat Images and Support Vector Machine to Assess the Changes in Agricultural Irrigated Areas in the Mogtedo Region, Burkina Faso
Traore, Farid, Bonkoungou, Joachim, Compaore, Jerome, Kouadio, Louis, Wellens, Joost, Hallot, Eric and Tychon, Bernard. 2019. "Using Multi-Temporal Landsat Images and Support Vector Machine to Assess the Changes in Agricultural Irrigated Areas in the Mogtedo Region, Burkina Faso." Remote Sensing. 11 (12), pp. 1-18. https://doi.org/10.3390/rs11121442Article
Copula statistical models for analyzing stochastic dependencies of systemic drought risk and potential adaptation strategies
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz, Kath, Jarrod and Khan, Shahjahan. 2019. "Copula statistical models for analyzing stochastic dependencies of systemic drought risk and potential adaptation strategies." Stochastic Environmental Research and Risk Assessment. 33 (3), pp. 779-799. https://doi.org/10.1007/s00477-019-01662-6Article
Ecology and distribution of cabbage stem flea beetle and its parasitoids in UK oilseed rape crops: steps towards Integrated Pest Management
Ortega-Ramos, Patricia, Girling, Robbie, Mauchline, Alice, Collins, Larissa and Cook, Sam. 2019. "Ecology and distribution of cabbage stem flea beetle and its parasitoids in UK oilseed rape crops: steps towards Integrated Pest Management." Cook, Samantha M, Jedryczka, Malgorzata, Juran, Ivan and Truman, William (ed.) Integrated Control in Oilseed Crops. Zagreb, Croatia 18 - 20 Sep 2018 Croatia.Paper
Advancing automation in the agricultural working environment
Brett, P, McCarthy, A, Long, D, Gillies, M, Foley, J and Baillie, C. 2019. "Advancing automation in the agricultural working environment." Allsopp, P. (ed.) 41st Annual Conference of the Australian Society of Sugar Cane Technologists (ASSCT 2019). Toowoomba, Australia 30 Apr - 03 May 2019 Australia.Paper
Artificial intelligence-based fast and efficient hybrid approach for spatial modelling of soil electrical conductivity
Ghorbani, Mohammad Ali, Deo, Ravinesh C., Kashani, Mahsa H., Shahabi, Mahmoud and Ghorbani, Shahryar. 2019. "Artificial intelligence-based fast and efficient hybrid approach for spatial modelling of soil electrical conductivity." Soil and Tillage Research. 186, pp. 152-164. https://doi.org/10.1016/j.still.2018.09.012Article
Knowledge management, sensing and control tools for irrigated broadacre cropping
McCarthy, Alison, Scobie, Michael, Gillies, Malcolm, Agustina, Lidya and Foley, Joseph. 2016. "Knowledge management, sensing and control tools for irrigated broadacre cropping." 19th Symposium on Precision Agriculture in Australasia. Toowoomba, Australia 12 - 13 Sep 2016Presentation
Automated camera-based crop monitoring and site-specific irrigation control systems for cotton, horticulture and dairy pasture
McCarthy, Alison. 2016. "Automated camera-based crop monitoring and site-specific irrigation control systems for cotton, horticulture and dairy pasture." The SPAA Expo: Talking precision in the Atherton Tableland (2016). Mareeba, AustraliaPresentation
Automated camera-based crop monitoring and site-specific irrigation control systems
McCarthy, Alison. 2016. "Automated camera-based crop monitoring and site-specific irrigation control systems." Precision Agriculture Technologies: Recent applications in the horticultural industry (2016). Gatton, Australia 24 Nov 2016Presentation
Spatial modelling, analysis and prediction of Hendra disease outbreaks in South East Queensland, Australia
Burnham, Jahnavi. 2017. Spatial modelling, analysis and prediction of Hendra disease outbreaks in South East Queensland, Australia. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5c09db3ff0ccdPhD Thesis
Tools to aid autonomous irrigation
McCarthy, Alison. 2017. "Tools to aid autonomous irrigation." GVIA Grower-led Irrigation Research Field Day (2017). Moree, Australia 08 Feb 2017Presentation
Fixed camera system for phenology measurements during the 2018 field season
McCarthy, Alison and Raine, Steven. 2018. Fixed camera system for phenology measurements during the 2018 field season. United States. Monsanto.Technical report
Smart Automated Broad-acre Irrigation (Smarter Irrigation for Profit RRDP1603)
Foley, J.P., Gillies, M.H. and McCarthy, A.C.. 2018. Smart Automated Broad-acre Irrigation (Smarter Irrigation for Profit RRDP1603). Australia. Cotton Research and Development Corporation.Technical report
Sense-T: Sensor smart irrigation
McCarthy, Alison, Shippam, Ralph and Agustina, Lidya. 2017. Sense-T: Sensor smart irrigation. Australia. Sense-T.Project report
Automated camera-based crop and irrigation monitoring
McCarthy, Alison. 2016. "Automated camera-based crop and irrigation monitoring." 18th Australian Cotton Conference (2016). Gold Coast, Australia 02 - 04 Aug 2016Presentation
Novel soil profile sensing to monitor organic C stocks and condition
Viscarra Rossel, Raphael A., Lobsey, Craig R., Sharman, Chris, Flick, Paul and McLachlan, Gordon. 2017. "Novel soil profile sensing to monitor organic C stocks and condition." Environmental Science and Technology. 51 (10), pp. 5630-5641. https://doi.org/10.1021/acs.est.7b00889Article
Smarter irrigation for profit - increasing farm profit through efficient use of irrigation input to dairy pastures
Hills, James, McCarthy, Alison, Foley, Joseph and McLaren, David. 2016. "Smarter irrigation for profit - increasing farm profit through efficient use of irrigation input to dairy pastures." 7th Australian Dairy Science Symposium (2016). Sydney, Australia 16 - 18 Nov 2016 Australia.Presentation
Current climate data rescue activities in Australia
Ashcroft, Linden, Allan, Rob, Bridgman, Howard, Gergis, Joelle, Pudmenzky, Christa and Thornton, Ken. 2016. "Current climate data rescue activities in Australia." Advances in Atmospheric Sciences. 33 (12), pp. 1323-1324. https://doi.org/10.1007/s00376-016-6189-5Notes or commentaries
Improving horticulture irrigation and fertiliser application using real-time, adaptive control
McCarthy, Alison. 2017. Improving horticulture irrigation and fertiliser application using real-time, adaptive control. Australia. Queensland Government.Technical report
Optimal irrigation of cotton via real-time, adaptive control
McCarthy, Alison, Smith, Rod and Hancock, Nigel. 2013. Optimal irrigation of cotton via real-time, adaptive control. Narrabri, Australia. Cotton Research and Development Corporation.Project report
Advancing VARIwise towards autonomous irrigation and a grower's guide
McCarthy, Alison, Antille, Diogenes, Skowronski, Victor, Zhao, Bo, Kodur, Shreevatsa, Nguyen-Ky, Tai and Raine, Steven. 2016. Advancing VARIwise towards autonomous irrigation and a grower's guide. Narrabri, Australia. Cotton Research and Development Corporation.Project report
Estimating regional wheat yield from the shape of decreasing curves of green area index temporal profiles retrieved from MODIS data
Kouadio, Louis, Duveiller, Gregory, Djaby, Bakary, El Jarroudi, Moussa, Defourny, Pierre and Tychon, Bernard. 2012. "Estimating regional wheat yield from the shape of decreasing curves of green area index temporal profiles retrieved from MODIS data." International Journal of Applied Earth Observation and Geoinformation. 18 (1), pp. 111-118. https://doi.org/10.1016/j.jag.2012.01.009Article
Modeling of agricultural drought risk pattern using Markov chain and GIS in the western part of Bangladesh
Kamruzzaman, Md., Kabir, Md Enamul, Rahman, A. T. M. Sakiur, Jahan, Chowdhury Sarwar, Mazumder, Quamrul Hasan and Rahman, M. Sayedur. 2018. "Modeling of agricultural drought risk pattern using Markov chain and GIS in the western part of Bangladesh." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 20 (2), pp. 569-588. https://doi.org/10.1007/s10668-016-9898-0Article
Spatio-temporal analysis of climatic variables in the western part of Bangladesh
Kamruzzaman, Md., Rahman, A. T. M. Sakiur, Ahmed, Md. Shakil, Kabir, Md Enamul, Mazumder, Quamrul Hasan, Rahman, M. Sayedur and Jahan, Chowdhury Sarwar. 2018. "Spatio-temporal analysis of climatic variables in the western part of Bangladesh." Environment, Development and Sustainability: a multidisciplinary approach to the theory and practice of sustainable development. 20 (1), pp. 89-108. https://doi.org/10.1007/s10668-016-9872-xArticle
A preliminary evaluation of using fixed cameras for phenology measurements in a maize and soybean crop 2016/17
McCarthy, Alison and Raine, Steven. 2017. A preliminary evaluation of using fixed cameras for phenology measurements in a maize and soybean crop 2016/17. United States. Monsanto.Technical report