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2023

Conference Publication

Evaluating variation in stem strength in response to artificial drought stress amongst sorghum genotypes

Geetika, 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.

Evaluating variation in stem strength in response to artificial drought stress amongst sorghum genotypes

2023

Conference Publication

Physiological insight to improve mungbean productivity

Smith, 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.

Physiological insight to improve mungbean productivity

2023

Conference Publication

Understanding the genetics of mungbean senescence behaviour using longitudinal UAV data

Van 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.

Understanding the genetics of mungbean senescence behaviour using longitudinal UAV data

2023

Other Outputs

INVITA Canopy temperature data set

Chapman, Scott, Gho Brito, Carla and Fernandez, Javier (2023). INVITA Canopy temperature data set. The University of Queensland. (Dataset) doi: 10.48610/ef6a465

INVITA Canopy temperature data set

2023

Other Outputs

INVITA Satellite data set

Chapman, Scott, Gho Brito, Carla and Fernandez, Javier (2023). INVITA Satellite data set. The University of Queensland. (Dataset) doi: 10.48610/1c8d86a

INVITA Satellite data set

2023

Other Outputs

INVITA Core site Ground-Based HTP platform Data

Chapman, Scott and Smith, Daniel (2023). INVITA Core site Ground-Based HTP platform Data. The University of Queensland. (Dataset) doi: 10.48610/346651e

INVITA Core site Ground-Based HTP platform Data

2023

Other Outputs

INVITA Plot photo data set

Chapman, Scott, Gho Brito, Carla and Fernandez, Javier (2023). INVITA Plot photo data set. The University of Queensland. (Dataset) doi: 10.48610/f5e1414

INVITA Plot photo data set

2023

Other Outputs

Sorghum Panicle Detection Ground-UAV Dataset

Chapman, Scott and James, Chris (2023). Sorghum Panicle Detection Ground-UAV Dataset. The University of Queensland. (Dataset) doi: 10.48610/9c3dd16

Sorghum Panicle Detection Ground-UAV Dataset

2023

Other Outputs

INVITA UAV data set

Chapman, Scott and Gho Brito, Carla (2023). INVITA UAV data set. The University of Queensland. (Dataset) doi: 10.48610/7b400d9

INVITA UAV data set

2023

Journal Article

From prototype to inference: a pipeline to apply deep learning in sorghum panicle detection

James, Chrisbin, Gu, Yanyang, Potgieter, Andries, David, Etienne, Madec, Simon, Guo, Wei, Baret, Frédéric, Eriksson, Anders and Chapman, Scott (2023). From prototype to inference: a pipeline to apply deep learning in sorghum panicle detection. Plant Phenomics, 5 0017, 1-16. doi: 10.34133/plantphenomics.0017

From prototype to inference: a pipeline to apply deep learning in sorghum panicle detection

2023

Other Outputs

INVITA Core site UAV dataset

Chapman, Scott and Smith, Daniel (2023). INVITA Core site UAV dataset. The University of Queensland. (Dataset) doi: 10.48610/951f13c

INVITA Core site UAV dataset

2023

Other Outputs

Wheat Head Detection Ground-UAV Dataset

Chapman, Scott and James, Chris (2023). Wheat Head Detection Ground-UAV Dataset. The University of Queensland. (Dataset) doi: 10.48610/f6a6b07

Wheat Head Detection Ground-UAV Dataset

2022

Conference Publication

Improve wheat LAI estimation from high spatial resolution multispectral images via soil reflectance calibration and background correction

Chen, 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.

Improve wheat LAI estimation from high spatial resolution multispectral images via soil reflectance calibration and background correction

2022

Conference Publication

Exploring the potential of using UAV phenotyping platforms to support breeding for improved root systems

Kang, 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.

Exploring the potential of using UAV phenotyping platforms to support breeding for improved root systems

2022

Conference Publication

Phenotyping innovations to develop climate resilient taro

Smith, 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.

Phenotyping innovations to develop climate resilient taro

2022

Conference Publication

Understanding the genetics of mungbean canopy development using longitudinal UAV data

Van 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.

Understanding the genetics of mungbean canopy development using longitudinal UAV data

2022

Conference Publication

Phenotyping innovations to harness genetic diversity for climate resilience

Smith, 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.

Phenotyping innovations to harness genetic diversity for climate resilience

2022

Conference Publication

Integrating APSIM and PROSAIL to improve prediction of crop traits in various situations from hyperspectral data using deep learning

Chen, 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.

Integrating APSIM and PROSAIL to improve prediction of crop traits in various situations from hyperspectral data using deep learning

2022

Conference Publication

Analysis of longitudinal, image-based canopy cover estimates as a quality indicator in wheat variety trials

Ramakers, 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.

Analysis of longitudinal, image-based canopy cover estimates as a quality indicator in wheat variety trials

2022

Conference Publication

Exploring root-shoot dynamics to enhance yield potential and stability of future wheat cultivars

Alahmad, 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.

Exploring root-shoot dynamics to enhance yield potential and stability of future wheat cultivars