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2022 Conference Publication Improve wheat LAI estimation from high spatial resolution multispectral images via soil reflectance calibration and background correctionChen, Q., Zheng, B., Chenu, K., Hu, P. and Chapman, S. C. (2022). Improve wheat LAI estimation from high spatial resolution multispectral images via soil reflectance calibration and background correction. International Plant Phenotyping Symposium, Wageningen, Netherlands, 27-30 November 2022. |
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2022 Conference Publication Exploring the potential of using UAV phenotyping platforms to support breeding for improved root systemsKang, Y., Alahmad, S., Smith, D., van Haeften, S., Rambla, C., Meer, S.V., Smith, M., Christopher, J., Chenu K, Able, J.A., Voss-Fels, K.P., Jordan, D.R., Borrell, A.K., Chapman, S., Potgieter, A.B., Wasson, A. and Hickey, L.T. (2022). Exploring the potential of using UAV phenotyping platforms to support breeding for improved root systems. 7th International Plant Phenotyping Symposium, Wageningen, Netherlands, 27-30 November 2022. |
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2022 Conference Publication Phenotyping innovations to develop climate resilient taroSmith, Millicent, Campbell, Bradley, Restall, Jemma, Chapman, Scott, Godwin, Ian, Sukal, Amit and Guzzon, Filippo (2022). Phenotyping innovations to develop climate resilient taro. TropAg International Agriculture Conference, Brisbane, QLD, Australia, 31 October - 2 November 2022. |
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2022 Conference Publication Understanding the genetics of mungbean canopy development using longitudinal UAV dataVan Haeften, Shanice, Kang, Yichen, Douglas, Colin, Dudley, Caitlin, Ryan, Merrill, Smith, Millicent, Chapman, Scott, Robinson, Hannah, Potgieter, Andries and Hickey, Lee (2022). Understanding the genetics of mungbean canopy development using longitudinal UAV data. International Plant Phenotyping Symposium, Wageningen, Netherlands, 27-30 September 2022. |
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2022 Conference Publication Phenotyping innovations to harness genetic diversity for climate resilienceSmith, Millicent, Campbell, Bradley, Restall, Jemma, Dudley, Caitlin, Van Haeften, Shanice, Godwin, Ian, Chapman, Scott, Sukal, Amit, Robinson, Hannah, Ryan, Merrill, Potgieter, Andries and Hickey, Lee (2022). Phenotyping innovations to harness genetic diversity for climate resilience. International Plant Phenotyping Symposium, Wageningen, Netherlands, 27-30 September 2022. |
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2022 Conference Publication Integrating APSIM and PROSAIL to improve prediction of crop traits in various situations from hyperspectral data using deep learningChen, Qiaomin, Zheng, Bangyou, Chen, Tong and Chapman, Scott (2022). Integrating APSIM and PROSAIL to improve prediction of crop traits in various situations from hyperspectral data using deep learning. 20th Agronomy Australia Conference, Toowoomba, QLD, Australia, 18-22 September 2022. Willow Grove, VIC Australia: Australian Society of Agronomy. |
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2022 Conference Publication Analysis of longitudinal, image-based canopy cover estimates as a quality indicator in wheat variety trialsRamakers, Jip, Bustos-Korts, Daniela, Hemerik, Jesse, Boer, Martin, Grunefeld, Swaantje, Hu, Pengcheng, Arief, Vivi, van Eeuwijk, Fred and Chapman, Scott (2022). Analysis of longitudinal, image-based canopy cover estimates as a quality indicator in wheat variety trials. XVIIIth Eucarpia Biometrics in Plant Breeding Conference, Gif-sur-Yvette, France, 21-23 September 2022. |
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2022 Conference Publication Exploring root-shoot dynamics to enhance yield potential and stability of future wheat cultivarsAlahmad, S., Kang, Y., Rambla, C., Meer, S.V., Smith, M., Christopher, J., Chenu, K., Able, J.A., Voss-Fels, K.P., Jordan, D.R., Borrell, A.K., Smith, D., Chapman, S., Watt, M., Ober, E., Potgieter, A.B., Wasson, A. and Hickey, L.T. (2022). Exploring root-shoot dynamics to enhance yield potential and stability of future wheat cultivars. Wheat Breeding Assembly, Narrabri, NSW Australia, 28-31 August 2022. |
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2022 Journal Article Unsupervised plot-scale LAI phenotyping via UAV-based imaging, modelling, and machine learningChen, Qiaomin, Zheng, Bangyou, Chenu, Karine, Hu, Pengcheng and Chapman, Scott C. (2022). Unsupervised plot-scale LAI phenotyping via UAV-based imaging, modelling, and machine learning. Plant Phenomics, 2022 9768253, 1-19. doi: 10.34133/2022/9768253 |
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2022 Journal Article Integrating crop growth model and radiative transfer model to improve estimation of crop traits based on deep learningChen, Qiaomin, Zheng, Bangyou, Chen, Tong and Chapman, Scott C. (2022). Integrating crop growth model and radiative transfer model to improve estimation of crop traits based on deep learning. Journal of Experimental Botany, 73 (19), 6558-6574. doi: 10.1093/jxb/erac291 |
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2022 Journal Article Phenological optimization of late reproductive phase for raising wheat yield potential in irrigated mega-environmentsHu, Pengcheng, Chapman, Scott C., Sukumaran, Sivakumar, Reynolds, Matthew and Zheng, Bangyou (2022). Phenological optimization of late reproductive phase for raising wheat yield potential in irrigated mega-environments. Journal of Experimental Botany, 73 (12), 4236-4249. doi: 10.1093/jxb/erac144 |
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2022 Conference Publication Adapting wheat to heat and drought in current and future climatesChenu, K., Collins, B., Zheng, B. and Chapman, S. (2022). Adapting wheat to heat and drought in current and future climates. Australasian Plant Breeding Conference, Gold Coast, QLD Australia, 9-12 May 2022. |
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2022 Conference Publication Integration of data across scales to predict genotype performance in National Variety TrialsChapman, Scott, Noviati, Vivi, Hu, Pengcheng, McLaren, Connar, Smith, Daniel, Choudhury, Malini, Chen, Zhi, Grunfeld, Swaantje, Zheng, Bangyou, van Eeuwijk, Fred, Bustos-Korts, Daniela, Boer, Martin, Hemerik, Jesse and Ramakers, Jip (2022). Integration of data across scales to predict genotype performance in National Variety Trials. Australasian Plant Breeding Conference, Gold Coast, QLD Australia, 9-11 May 2022. |
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2022 Journal Article A wiring diagram to integrate physiological traits of wheat yield potentialReynolds, Matthew Paul, Slafer, Gustavo Ariel, Foulkes, John Michael, Griffiths, Simon, Murchie, Erik Harry, Carmo-Silva, Elizabete, Asseng, Senthold, Chapman, Scott C., Sawkins, Mark, Gwyn, Jeff and Flavell, Richard Bailey (2022). A wiring diagram to integrate physiological traits of wheat yield potential. Nature Food, 3 (5), 318-324. doi: 10.1038/s43016-022-00512-z |
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2022 Journal Article Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniquesDas, Sumanta, Christopher, Jack, Roy Choudhury, Malini, 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, 68-82. doi: 10.1016/j.biosystemseng.2022.03.004 |
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2022 Journal Article Estimating photosynthetic attributes from high-throughput canopy hyperspectral sensing in sorghumZhi, Xiaoyu, Massey-Reed, Sean Reynolds, Wu, Alex, Potgieter, Andries, Borrell, Andrew, Hunt, Colleen, Jordan, David, Zhao, Yan, Chapman, Scott, Hammer, Graeme and George-Jaeggli, Barbara (2022). Estimating photosynthetic attributes from high-throughput canopy hyperspectral sensing in sorghum. Plant Phenomics, 2022 9768502, 1-18. doi: 10.34133/2022/9768502 |
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2022 Journal Article Detection of calcium, magnesium, and chlorophyll variations of wheat genotypes on sodic soils using hyperspectral red edge parametersRoy Choudhury, Malini, 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 & Innovation, 27 102469, 102469. doi: 10.1016/j.eti.2022.102469 |
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2022 Conference Publication Beyond the paddock: Remote mapping of grain crop type and phenologyPotgieter, Andries B., Zhao, Yan, Tien, Dung Nguyen, Das, Sumanta, Cordevo, Celso, Mauhika, Jenny, Dang, Yash, Chapman, Scott and Chenu, Karine (2022). Beyond the paddock: Remote mapping of grain crop type and phenology. GRDC update, Goondiwindi, QLD, Australia, 5-6 March 2022. ICAN: |
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2022 Journal Article Quantifying the effects of varietal types × management on the spatial variability of sorghum biomass across US environmentsOjeda, Jonathan J., Hammer, Graeme, Yang, Kai‐Wei, Tuinstra, Mitchell R., deVoil, Peter, McLean, Greg, Huber, Isaiah, Volenec, Jeffrey J., Brouder, Sylvie M., Archontoulis, Sotirios and Chapman, Scott C. (2022). Quantifying the effects of varietal types × management on the spatial variability of sorghum biomass across US environments. GCB Bioenergy, 14 (3), 411-433. doi: 10.1111/gcbb.12919 |
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2022 Conference Publication A high-throughput phenotyping pipeline for rapid evaluation of morphological and physiological crop traits across large fieldsDas, Sumanta, Massey-Reed, Sean Reynolds, Mahuika, Jenny, Watson, James, Cordova, Celso, Otto, Loren, Zhao, Yan, Chapman, Scott, George-Jaeggli, Barbara, Jordan, David, Hammer, Graeme L. and Potgieter, Andries B. (2022). A high-throughput phenotyping pipeline for rapid evaluation of morphological and physiological crop traits across large fields. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 17-22 July 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/IGARSS46834.2022.9884530 |
