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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

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

Journal Article

CCAT-prime collaboration: science goals and forecasts with Prime-Cam on the Fred Young Submillimeter Telescope

Aravena, Manuel E., Austermann, Jason E., Basu, Kaustuv, Battaglia, Nicholas, Beringue, Benjamin, Bertoldi, Frank, Bigiel, Frank C., Bond, J. Richard, Breysse, Patrick C., Broughton, Colton C., Bustos, Ricardo, Chapman, Scott C. K., Charmetant, Maude T., Choi, Steve K. E., Chung, Dongwoo T. F., Clark, Susan E. T., Cothard, Nicholas F., Crites, Abigail T., Dev, Ankur J., Douglas, Kaela, Duell, Cody J., Duenner, Rolando, Ebina, Haruki, Erler, Jens M., Fich, Michel, Fissel, Laura M., Foreman, Simon A., Freundt, R. G., Gallardo, Patricio A. ... Zou, Bugao (2023). CCAT-prime collaboration: science goals and forecasts with Prime-Cam on the Fred Young Submillimeter Telescope. Astrophysical Journal Supplement Series, 264 (1) 7, 1-39. doi: 10.3847/1538-4365/ac9838

CCAT-prime collaboration: science goals and forecasts with Prime-Cam on the Fred Young Submillimeter Telescope

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

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

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

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

2022

Journal Article

Unsupervised plot-scale LAI phenotyping via UAV-based imaging, modelling, and machine learning

Chen, 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

Unsupervised plot-scale LAI phenotyping via UAV-based imaging, modelling, and machine learning

2022

Journal Article

Integrating crop growth model and radiative transfer model to improve estimation of crop traits based on deep learning

Chen, 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

Integrating crop growth model and radiative transfer model to improve estimation of crop traits based on deep learning

2022

Journal Article

Phenological optimization of late reproductive phase for raising wheat yield potential in irrigated mega-environments

Hu, 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

Phenological optimization of late reproductive phase for raising wheat yield potential in irrigated mega-environments

2022

Conference Publication

Adapting wheat to heat and drought in current and future climates

Chenu, 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.

Adapting wheat to heat and drought in current and future climates

2022

Conference Publication

Integration of data across scales to predict genotype performance in National Variety Trials

Chapman, 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.

Integration of data across scales to predict genotype performance in National Variety Trials

2022

Journal Article

Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques

Das, 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

Evaluation of drought tolerance of wheat genotypes in rain-fed sodic soil environments using high-resolution UAV remote sensing techniques