Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches Y Cai, K Guan, D Lobell, AB Potgieter, S Wang, J Peng, T Xu, S Asseng, ... Agricultural and forest meteorology 274, 144-159, 2019 | 488 | 2019 |
Advances in application of climate prediction in agriculture GL Hammer, JW Hansen, JG Phillips, JW Mjelde, H Hill, A Love, ... Agricultural systems 70 (2-3), 515-553, 2001 | 328 | 2001 |
Field crop phenomics: enabling breeding for radiation use efficiency and biomass in cereal crops RT Furbank, JA Jimenez‐Berni, B George‐Jaeggli, AB Potgieter, ... New Phytologist 223 (4), 1714-1727, 2019 | 211 | 2019 |
Multi-spectral imaging from an unmanned aerial vehicle enables the assessment of seasonal leaf area dynamics of sorghum breeding lines AB Potgieter, B George-Jaeggli, SC Chapman, K Laws, ... Frontiers in Plant Science 8, 1532, 2017 | 186 | 2017 |
A weakly supervised deep learning framework for sorghum head detection and counting S Ghosal, B Zheng, SC Chapman, AB Potgieter, DR Jordan, X Wang, ... Plant Phenomics, 2019 | 183 | 2019 |
Predicting wheat yield at the field scale by combining high-resolution Sentinel-2 satellite imagery and crop modelling Y Zhao, AB Potgieter, M Zhang, B Wu, GL Hammer Remote Sensing 12 (6), 1024, 2020 | 180 | 2020 |
Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: example for sorghum breeding P Hu, SC Chapman, X Wang, A Potgieter, T Duan, D Jordan, Y Guo, ... European Journal of Agronomy 95, 24-32, 2018 | 172 | 2018 |
Spatial and temporal patterns in Australian wheat yield and their relationship with ENSO AB Potgieter, GL Hammer, D Butler Australian Journal of Agricultural Research 53 (1), 77-89, 2002 | 120 | 2002 |
Using a general circulation model to forecast regional wheat yields in northeast Australia JW Hansen, A Potgieter, MK Tippett Agricultural and Forest Meteorology 127 (1-2), 77-92, 2004 | 109 | 2004 |
An integrated, probabilistic model for improved seasonal forecasting of agricultural crop yield under environmental uncertainty NK Newlands, DS Zamar, LA Kouadio, Y Zhang, A Chipanshi, A Potgieter, ... Frontiers in Environmental Science 2, 17, 2014 | 106 | 2014 |
Rainfall variability at decadal and longer time scales: signal or noise? H Meinke, P DeVoil, GL Hammer, S Power, R Allan, RC Stone, C Folland, ... Journal of Climate 18 (1), 89-96, 2005 | 98 | 2005 |
Aerial imagery analysis–quantifying appearance and number of sorghum heads for applications in breeding and agronomy W Guo, B Zheng, AB Potgieter, J Diot, K Watanabe, K Noshita, DR Jordan, ... Frontiers in plant science 9, 1544, 2018 | 95 | 2018 |
Spatial impact of projected changes in rainfall and temperature on wheat yields in Australia A Potgieter, H Meinke, A Doherty, VO Sadras, G Hammer, S Crimp, ... Climatic change 117, 163-179, 2013 | 91 | 2013 |
A simple regional-scale model for forecasting sorghum yield across North-Eastern Australia AB Potgieter, GL Hammer, A Doherty, P De Voil Agricultural and Forest Meteorology 132 (1-2), 143-153, 2005 | 89 | 2005 |
Challenges and opportunities in remote sensing-based crop monitoring: A review B Wu, M Zhang, H Zeng, F Tian, AB Potgieter, X Qin, N Yan, S Chang, ... National Science Review 10 (4), nwac290, 2023 | 75 | 2023 |
Estimating crop area using seasonal time series of Enhanced Vegetation Index from MODIS satellite imagery AB Potgieter, A Apan, P Dunn, G Hammer Australian Journal of Agricultural Research 58 (4), 316-325, 2007 | 70 | 2007 |
On measuring quality of a probabilistic commodity forecast for a system that incorporates seasonal climate forecasts AB Potgieter, YL Everingham, GL Hammer International Journal of Climatology: A Journal of the Royal Meteorological …, 2003 | 67 | 2003 |
Yield trends under varying environmental conditions for sorghum and wheat across Australia AB Potgieter, DB Lobell, GL Hammer, DR Jordan, P Davis, J Brider Agricultural and Forest Meteorology 228, 276-285, 2016 | 62 | 2016 |
Scaling up high-throughput phenotyping for abiotic stress selection in the field DT Smith, AB Potgieter, SC Chapman Theoretical and Applied Genetics 134 (6), 1845-1866, 2021 | 57 | 2021 |
Framework for forecasting the extent and severity of drought in maize in the Free State Province of South Africa JM De Jager, AB Potgieter, WJ Van den Berg Agricultural Systems 57 (3), 351-365, 1998 | 54 | 1998 |