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2019 Journal Article A weakly supervised deep learning framework for sorghum head detection and countingGhosal, Sambuddha, Zheng, Bangyou, Chapman, Scott C., Potgieter, Andries B., Jordan, David R., Wang, Xuemin, Singh, Asheesh K., Singh, Arti, Hirafuji, Masayuki, Ninomiya, Seishi, Ganapathysubramanian, Baskar, Sarkar, Soumik and Guo, Wei (2019). A weakly supervised deep learning framework for sorghum head detection and counting. Plant Phenomics, 2019 1525874, 1525874-14. doi: 10.34133/2019/1525874 |
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2019 Journal Article Improving process-based crop models to better capture genotype×environment×management interactionsWang, Enli, Brown, Hamish E., Rebetzke, Greg J., Zhao, Zhigan, Zheng, Bangyou and Chapman, Scott C. (2019). Improving process-based crop models to better capture genotype×environment×management interactions. Journal of Experimental Botany, 70 (9), 2389-2401. doi: 10.1093/jxb/erz092 |
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2019 Journal Article Modelling impact of early vigour on wheat yield in dryland regionsZhao, Zhigan, Rebetzke, Greg J., Zheng, Bangyou, Chapman, Scott C. and Wang, Enli (2019). Modelling impact of early vigour on wheat yield in dryland regions. Journal of Experimental Botany, 70 (9), 2535-2548. doi: 10.1093/jxb/erz069 |
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2019 Journal Article A new probabilistic forecasting model for canopy temperature with consideration of periodicity and parameter variationShao, Quanxi, Bange, Michael, Mahan, James, Jin, Huidong, Jamali, Hizbullah, Zheng, Bangyou and Chapman, Scott C. (2019). A new probabilistic forecasting model for canopy temperature with consideration of periodicity and parameter variation. Agricultural and Forest Meteorology, 265, 88-98. doi: 10.1016/j.agrformet.2018.11.013 |
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2019 Journal Article On the dynamic determinants of reproductive failure under drought in maizeMessina, Carlos D., Hammer, Graeme L., McLean, Greg, Cooper, Mark, Oosterom, Erik J. van, Tardieu, Francois, Chapman, Scott C., Doherty, Alastair and Gho, Carla (2019). On the dynamic determinants of reproductive failure under drought in maize. In Silico Plants, 1 (1) diz003, 1-14. doi: 10.1093/insilicoplants/diz003 |
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2018 Journal Article Aerial imagery analysis – quantifying appearance and number of sorghum heads for applications in breeding and agronomyGuo, Wei, Zheng, Bangyou, Potgieter, Andries B., Diot, Julien, Watanabe, Kakeru, Noshita, Koji, Jordan, David R., Wang, Xuemin, Watson, James, Ninomiya, Seishi and Chapman, Scott C. (2018). Aerial imagery analysis – quantifying appearance and number of sorghum heads for applications in breeding and agronomy. Frontiers in Plant Science, 9 1544, 1544. doi: 10.3389/fpls.2018.01544 |
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2018 Journal Article The value of tactical adaptation to El Niño–southern oscillation for east Australian wheatZheng, Bangyou, Chapman, Scott and Chenu, Karine (2018). The value of tactical adaptation to El Niño–southern oscillation for east Australian wheat. Climate, 6 (3) 77, 77. doi: 10.3390/cli6030077 |
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2018 Journal Article Direct and indirect costs of frost in the Australian wheatbeltAn-Vo, Duc-Anh, Mushtaq, Shahbaz, Zheng, Bangyou, Christopher, Jack T., Chapman, Scott C. and Chenu, Karine (2018). Direct and indirect costs of frost in the Australian wheatbelt. Ecological Economics, 150, 122-136. doi: 10.1016/j.ecolecon.2018.04.008 |
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2018 Journal Article Modelling strategies for assessing and increasing the effectiveness of new phenotyping techniques in plant breedingvan Eeuwijk, Fred A., Bustos-Korts, Daniela, Millet, Emilie J., Boer, Martin P., Kruijer, Willem, Thompson, Addie, Malosetti, Marcos, Iwata, Hiroyoshi, Quiroz, Roberto, Kuppe, Christian, Muller, Onno, Blazakis, Konstantinos N., Yu, Kang, Tardieu, Francois and Chapman, Scott C. (2018). Modelling strategies for assessing and increasing the effectiveness of new phenotyping techniques in plant breeding. Plant Science, 282, 23-39. doi: 10.1016/j.plantsci.2018.06.018 |
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2018 Journal Article Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: Example for sorghum breedingHu, Pengcheng, Chapman, Scott C., Wang, Xuemin, Potgieter, Andries, Duan, Tao, Jordan, David, Guo, Yan and Zheng, Bangyou (2018). Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: Example for sorghum breeding. European Journal of Agronomy, 95, 24-32. doi: 10.1016/j.eja.2018.02.004 |
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2018 Journal Article Modelling the nitrogen dynamics of maize crops - enhancing the APSIM maize modelSoufizadeh, S., Munaro, E., McLean, G., Massignam, A., van Oosterom, E. J., Chapman, S. C., Messina, C., Cooper, M. and Hammer, G. L. (2018). Modelling the nitrogen dynamics of maize crops - enhancing the APSIM maize model. European Journal of Agronomy, 100, 118-131. doi: 10.1016/j.eja.2017.12.007 |
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2017 Journal Article Projected impact of future climate on water-stress patterns across the Australian wheatbeltWatson, James, Zheng, Bangyou, Chapman, Scott and Chenu, Karine (2017). Projected impact of future climate on water-stress patterns across the Australian wheatbelt. Journal of Experimental Botany, 68 (21-22), 5907-5921. doi: 10.1093/jxb/erx368 |
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2017 Journal Article Multi-spectral imaging from an unmanned aerial vehicle enables the assessment of seasonal leaf area dynamics of sorghum breeding linesPotgieter, Andries B., George-Jaeggli, Barbara, Chapman, Scott C., Laws, Kenneth, Cadavid, Luz A. Suarez, Wixted, Jemima, Watson, James, Eldridge, Mark, Jordan, David R. and Hammer, Graeme L. (2017). Multi-spectral imaging from an unmanned aerial vehicle enables the assessment of seasonal leaf area dynamics of sorghum breeding lines. Frontiers in Plant Science, 8 1532. doi: 10.3389/fpls.2017.01532 |
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2017 Journal Article Quantifying high temperature risks and their potential effects on sorghum production in AustraliaSingh, Vijaya, Nguyen, Chuc T., McLean, Greg, Chapman, Scott C., Zheng, Bangyou, van Oosterom, Erik J. and Hammer, Graeme L. (2017). Quantifying high temperature risks and their potential effects on sorghum production in Australia. Field Crops Research, 211, 77-88. doi: 10.1016/j.fcr.2017.06.012 |
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2017 Journal Article Dynamic monitoring of NDVI in wheat agronomy and breeding trials using an unmanned aerial vehicleDuan, T., Chapman, S. C., Guo, Y. and Zheng, B. (2017). Dynamic monitoring of NDVI in wheat agronomy and breeding trials using an unmanned aerial vehicle. Field Crops Research, 210, 71-80. doi: 10.1016/j.fcr.2017.05.025 |
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2017 Journal Article Economic assessment of wheat breeding options for potential improved levels of post head-emergence frost toleranceMushtaqa,Shahbaz , Frederiks, Troy M. , An-Vo, Duc-Anh , Christopher, Mandy , Zheng, Bangyou , Chenu, Karine , Chapman, Scott C. , Christopher, Jack T. , Stone, Roger C. and Alam, G.M. Monirul (2017). Economic assessment of wheat breeding options for potential improved levels of post head-emergence frost tolerance. Field Crops Research, 213, 75-88. doi: 10.1016/j.fcr.2017.07.021 |
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2017 Journal Article Contribution of crop models to adaptation in wheatChenu, Karine, Porter, John Roy, Martre, Pierre, Basso, Bruno, Chapman, Scott Cameron, Ewert, Frank, Bindi, Marco and Asseng, Senthold (2017). Contribution of crop models to adaptation in wheat. Trends in Plant Science, 22 (6), 472-490. doi: 10.1016/j.tplants.2017.02.003 |
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2017 Journal Article EasyPCC: benchmark datasets and tools for high-throughput measurement of the plant canopy coverage ratio under field conditionsGuo, Wei, Zheng, Bangyou, Duan, Tao, Fukatsu, Tokihiro, Chapman, Scott and Ninomiya, Seishi (2017). EasyPCC: benchmark datasets and tools for high-throughput measurement of the plant canopy coverage ratio under field conditions. Sensors, 17 (4) 798, 798. doi: 10.3390/s17040798 |
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2017 Journal Article The case for evidence-based policy to support stress-resilient cropping systemsGilliham, Matthew, Chapman, Scott, Martin, Lisa, Jose, Sarah and Bastow, Ruth (2017). The case for evidence-based policy to support stress-resilient cropping systems. Food and Energy Security, 6 (1), 5-11. doi: 10.1002/fes3.104 |
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2017 Journal Article Comparison of ground cover estimates from experiment plots in cotton, sorghum and sugarcane based on images and ortho-mosaics captured by UAVDuan, Tao, Zheng, Bangyou, Guo, Wei, Ninomiya, Seishi, Guo, Yan and Chapman, Scott C. (2017). Comparison of ground cover estimates from experiment plots in cotton, sorghum and sugarcane based on images and ortho-mosaics captured by UAV. Functional Plant Biology, 44 (1), 169-183. doi: 10.1071/FP16123 |
