|
2024 Conference Publication Multivariate characterisation of envirotypes for wheat G×E in Australian Variety TrialsFernandez, Javier A., Hu, Pengcheng, Arief, Vivi, Gho, Carla, Ramakers, Jip, Hemerik, Jesse, Boer, Martin, van Eeuwijk, Fred and Chapman, Scott (2024). Multivariate characterisation of envirotypes for wheat G×E in Australian Variety Trials. GxExM Symposium III, Wageningen, Netherlands, 30-31 October 2024. |
|
2024 Conference Publication Assessing crop water use in wheat and sorghum National Variety Trials in AustraliaFernandez, J. A., Gho, C., Smith, D., Zheng, B. and Chapman, S.C. (2024). Assessing crop water use in wheat and sorghum National Variety Trials in Australia. 21st Australian Society of Agronomy Conference, Albany, WA, Australia, 21-24 October 2024. Australian Society of Agronomy. |
|
2024 Conference Publication Environment characterisation of wheat national variety trials in AustraliaFernandez, Javier A., Arief, Vivi, Hu, Pengcheng, Zheng, Bangyou, Gho, Carla, Ramakers, Jip, Boer, Martin, van Eeuwijk, Fred and Chapman, Scott (2024). Environment characterisation of wheat national variety trials in Australia. 3rd International Wheat Congress, Perth, WA, Australia, 22-27 September 2024. |
|
2024 Conference Publication Insights in the ability of high-resolution narrow band multispectral and thermal sensors to estimate cotton production in AustraliaDevoto, F., Reynolds-Massey-Reed, S., Segura, Pinzon C., Bell, M., Mclaren, T., Awale, R., Camino, C., Bange, M., Woodgate, W., Chapman, S. and Potgieter, A. B. (2024). Insights in the ability of high-resolution narrow band multispectral and thermal sensors to estimate cotton production in Australia. 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 7-12 July 2024. Piscataway, NJ, United States: IEEE. doi: 10.1109/igarss53475.2024.10642663 |
|
2023 Conference Publication Toward a unified framework for RGB and RGB-D visual navigationDu, Heming, Huang, Zi, Chapman, Scott and Yu, Xin (2023). Toward a unified framework for RGB and RGB-D visual navigation. 36th Australasian Joint Conference on Artificial Intelligence, AJCAI 2023, Brisbane, QLD Australia, 28 November –1 December 2023. Singapore: Springer. doi: 10.1007/978-981-99-8391-9_29 |
|
2023 Conference Publication Advances in the study of biochemical, morphological and physiological traits of wheat and sorghum crops in australia using hyperspectral data and machine learningPotgieter, A. B., Camino, C., Poblete, T., Zhi, X., Reynolds-Massey-Reed, S., Zhao, Y., Belwalkar, A., Ruizhu, J., George-Jaeggli, B., Chapman, S., Jordan, D., Wu, A., Hammer, G. L. and J, Zarco-Tejada P. (2023). Advances in the study of biochemical, morphological and physiological traits of wheat and sorghum crops in australia using hyperspectral data and machine learning. 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasadena, CA USA, 16-21 July 2023. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/igarss52108.2023.10282230 |
|
2023 Conference Publication Predicting yield in multi-environment breeding trials using penalized regression and multiple-covariate random-regression modelsRamakers, Jip, Hemerik, Jesse, Boer, Martin, Bustos-Korts, Daniela, Fernandez, Javier A., Pengcheng Hu, Noviati, Vivi, Chapman, Scott and van Eeuwijk, Fred (2023). Predicting yield in multi-environment breeding trials using penalized regression and multiple-covariate random-regression models. Channel Network Conference 2023, Wageningen, Netherlands, 23-25 August 2023. |
|
2023 Conference Publication Environment characterisation of sorghum GxE in Australia: Integrating APSIM and satellite imagery in NVT case studyFernandez, Javier A., Garba, Ismail, Hu, Pengcheng, Segura Pinzon, Camilo, Arief, Vivi, Gho, Carla, Ramakers, Jip, Hemerik, Jesse, Zheng, Bangyou, van Eeuwijk, Fred and Chapman, Scott C. (2023). Environment characterisation of sorghum GxE in Australia: Integrating APSIM and satellite imagery in NVT case study. AuSoRGM, Toowoomba, QLD, Australia, 8-9 August 2023. |
|
2023 Conference Publication Evaluating variation in stem strength in response to artificial drought stress amongst sorghum genotypesGeetika, Geetika, Borrell, Andrew, Thornton, Erin, Hunt, Colleen, Chapman, Scott, Philp, Trevor, Fekybelu, Solomon, Potgieter, Andries, Godwin, Ian, Hammer, Graeme, Mace, Emma and Jordan, David (2023). Evaluating variation in stem strength in response to artificial drought stress amongst sorghum genotypes. Global Sorghum Conference Sorghum in the 21st Century, Montpellier, France, 5-9 June 2023. |
|
2023 Conference Publication Environment characterisation of sorghum (Sorghum bicolor L.) crops using climate, satellite imagery, and crop simulation modelling in AustraliaJavier A. Fernandez, Hu, Pengcheng, Chen, Zhi, Gho Brito, Carla, Segura Pinzon, Camilo, Chen, Qiaomin, Smith, Daniel, Arief, Vivi, Zheng, Bangyou, Potgieter, Andries, Zhao, Yan, Ramakers, Jip, Hemerik, Jesse, van Eeuwijk, Fred and Chapman, Scott C. (2023). Environment characterisation of sorghum (Sorghum bicolor L.) crops using climate, satellite imagery, and crop simulation modelling in Australia. Global Sorghum Conference, Montpellier, France, 5-9 June 2023. |
|
2023 Conference Publication Evaluating variation in stem strength in response to artificial drought stress amongst sorghum genotypesGeetika, Geetika, Borrell, Andrew, Thornton, Erin, Reed, Sean, Hunt, Colleen, Chapman, Scott, Philp, Trevor, Fekybelu, Solomon, Potgieter, Andries, Godwin, Ian, Hammer, Graeme, Mace, Emma and Jordan, David (2023). Evaluating variation in stem strength in response to artificial drought stress amongst sorghum genotypes. Australian Summer Grains Conference, Gold Coast, QLD Australia, 13-15 March 2023. |
|
2023 Conference Publication Understanding the genetics of mungbean senescence behaviour 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 (2023). Understanding the genetics of mungbean senescence behaviour using longitudinal UAV data. Australian Summer Grains Conference, Gold Coast, QLD Australia, 13-15 March 2023. |
|
2023 Conference Publication Physiological insight to improve mungbean productivitySmith, Millicent, Van Haeften, Shanice, Dudley, Caitlin, Kohl, Theresa, Douglas, Colin, Ryan, Merrill, Potgieter, Andries, Chapman, Scott, Robinson, Hannah, Dinglasan, Eric and Hickey, Lee (2023). Physiological insight to improve mungbean productivity. Australian Summer Grains Conference, Gold Coast, QLD Australia, 13-15 March 2023. |
|
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. |
|
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. |
|
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. |
|
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. |
|
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. |
|
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. |
|
2022 Conference Publication Crop type prediction utilising a long short-term memory with a self-attention for winter crops in AustraliaNguyen, Dung, Zhao, Yan, Zhang, Yifan, Huynh, Anh Ngoc-Lan, Roosta, Fred, Hammer, Graeme, Chapman, Scott and Potgieter, Andries (2022). Crop type prediction utilising a long short-term memory with a self-attention for winter crops in Australia. 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/IGARSS46834.2022.9883737 |
