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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Modelling future spatial distribution of peanut crops in Australia under climate change scenarios
Haerani, Haerani, Apan, Armando, Nguyen-Huy, Thong and Basnet, Badri. 2023. "Modelling future spatial distribution of peanut crops in Australia under climate change scenarios." Geo-spatial Information Science. https://doi.org/10.1080/10095020.2022.2155255Article
Assessing the biophysical factors affecting irrigation performance in rice cultivation using remote sensing derived information
Sawadogo, Alidou, Dossou-Yovo, E., Kouadio, Louis, Zwart, Sander J., Traore, Farid and Gundogdu, Kemal S.. 2023. "Assessing the biophysical factors affecting irrigation performance in rice cultivation using remote sensing derived information." Agricultural Water Management. 278, pp. 1-12. https://doi.org/10.1016/j.agwat.2022.108124Article
Field evaluation of automated site-specific irrigation for cotton and perennial ryegrass using soil-water sensors and Model Predictive Control
McCarthy, Alison, Foley, Joseph, Raedts, Pieter and Hills, James. 2023. "Field evaluation of automated site-specific irrigation for cotton and perennial ryegrass using soil-water sensors and Model Predictive Control." Agricultural Water Management. 277, pp. 1-17. https://doi.org/10.1016/j.agwat.2022.108098Article
Estimation of papaya volume and surface area using a dual ellipsoid representation and image analysis
Scarmana, Gabriel. 2022. "Estimation of papaya volume and surface area using a dual ellipsoid representation and image analysis." Staiger, Rudolf (ed.) 27th International Federation of Surveyors International Congress (FIG 2022): Volunteering for the Future – Geospatial Excellence for a Better Living. Warsaw, Poland Warsaw, Poland.Paper
Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parameters
Choudhury, Malini Roy, Christopher, Jack, Das, Sumanta, Apan, Armando, Menzies, Neal W., Chapman, Scott, Mellor, Vincent and Dang, Yash P.. 2022. "Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parameters." Environmental Technology and Innovation. 27, pp. 1-14. https://doi.org/10.1016/j.eti.2022.102469Article
Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques
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.2022.03.004Article
Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative extension program
Cobon, David, Jarvis, Chelsea, Reardon-Smith, Kate, Guillory, Laura, Pudmenzky, Christa, Nguyen-Huy, Thong, Mushtaq, Shahbaz and Stone, Roger. 2021. "Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative extension program." The Rangeland Journal. 43 (3), pp. 87-100. https://doi.org/10.1071/RJ20074Article
Queensland’s multi-year Wet and Dry periods: implications for grazing enterprises and pasture resources
McKeon, G., Stone, R., Ahrens, D., Cobon, D., Irvine, S. and Syktus, J.. 2021. "Queensland’s multi-year Wet and Dry periods: implications for grazing enterprises and pasture resources." The Rangeland Journal. 43 (3), pp. 121-142. https://doi.org/10.1071/RJ20089Article
Automated variety trial plot growth and flowering detection for maize and soybean using machine vision
McCarthy, Alison and Raine, Steven. 2022. "Automated variety trial plot growth and flowering detection for maize and soybean using machine vision." Computers and Electronics in Agriculture. 194, pp. 1-21. https://doi.org/10.1016/j.compag.2022.106727Article
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/rs14030805Article
Improving 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.2021.107007Article
Evaluation 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.2021.108477Article
UAV-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.2021.01.014Article
Statistical 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.2020.101198Article
An empirical model for prediction of wheat yield, using time-integrated Landsat NDVI
Lai, Y. R., Pringle, M. J., Kopittke, P. M., Menzies, N. W., Orton, T. G. and Dang, Y. P.. 2018. "An empirical model for prediction of wheat yield, using time-integrated Landsat NDVI." International Journal of Applied Earth Observation and Geoinformation. 72, pp. 99-108. https://doi.org/10.1016/j.jag.2018.07.013Article
Multispectral remote sensing as a tool to support organic crop certification: assessment of the discrimination level between organic and conventional maize
Denis, Antoine, Desclee, Baudouin, Migdall, Silke, Hansen, Herbert, Bach, Heike, Ott, Pierre, Kouadio, Amani Louis and Tychon, Bernard. 2020. "Multispectral remote sensing as a tool to support organic crop certification: assessment of the discrimination level between organic and conventional maize." Remote Sensing. 13 (1). https://doi.org/10.3390/rs13010117Article
Mapping rice area and yield in northeastern asia by incorporating a crop model with dense vegetation index profiles from a geostationary satellite
Yeom, Jong-Min, Jeong, Seungtaek, Deo, Ravinesh C. and Ko, Jonghan. 2021. "Mapping rice area and yield in northeastern asia by incorporating a crop model with dense vegetation index profiles from a geostationary satellite." GIScience and Remote Sensing. https://doi.org/10.1080/15481603.2020.1853352Article
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.Presentation
The 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/s11027-020-09927-0Article
Remote sensing of peanut cropping areas and modelling of their future geographic distribution and disease risks
Haerani, Haerani. 2019. Remote sensing of peanut cropping areas and modelling of their future geographic distribution and disease risks. PhD Thesis Doctor of Philosophy. University of Southern Queensland.PhD Thesis
System Identification of Linearized Rice Growth Dynamic for Precision Irrigation
Cabrera, John Audie, Radanielson, Ando Mariot and Pedrasa, Jhoanna Rhodette. 2019. "System Identification of Linearized Rice Growth Dynamic for Precision Irrigation." International Tropical Agriculture Conference 2019 (TropAg 2019). Brisbane, Australia 11 - 13 Nov 2019 Basel, Switzerland. https://doi.org/10.3390/proceedings2019036031Poster
Machine vision and automation technologies for the Australian cotton industry
McCarthy, Alison. 2019. "Machine vision and automation technologies for the Australian cotton industry." 78th International Cotton Advisory Committee Plenary Meeting (ICAC 2019). Brisbane, Australia 02 - 07 Dec 2019Presentation
Spatiotemporal assessment of irrigation performance of the Kou Valley irrigation scheme in Burkina Faso using satellite remote sensing-derived indicators
Sawadogo, Alidou, Kouadio, Louis, Traore, Farid, Zwart, Sander J., Hessels, Tim and Gundogdu, Kemal S.. 2020. "Spatiotemporal assessment of irrigation performance of the Kou Valley irrigation scheme in Burkina Faso using satellite remote sensing-derived indicators." ISPRS International Journal of Geo-Information. 9 (8), pp. 1-23. https://doi.org/10.3390/ijgi9080484Article
Climatology and Variability of the Evaporative Stress Index and its suitability as a tool to monitor Australian drought
Nguyen, Hanh, Otkin, Jason A., Wheeler, Matthew C., Hope, Pandora, Trewin, Blair and Pudmenzky, Christa. 2020. "Climatology and Variability of the Evaporative Stress Index and its suitability as a tool to monitor Australian drought." Journal of Hydrometeorology. 21 (10), pp. 2309-2324. https://doi.org/10.1175/JHM-D-20-0042.1Article
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
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
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