Andries Potgieter

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

Yaping Cai, Kaiyu Guan, David B. Lobell et al. · Agricultural and Forest Meteorology · 2019 · 554 citations

Climatology, Climate Data, Precision Agriculture +13

Advances in application of climate prediction in agriculture

Graeme Hammer, James Hansen, J. G. Phillips et al. · Agricultural Systems · 2001 · 237 citations

Precision Agriculture, Engineering, Sustainable Agriculture +6

A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting

Sambuddha Ghosal, Bangyou Zheng, Scott Chapman et al. · Plant Phenomics · 2019 · 183 citations · Full text

Predicting Wheat Yield at the Field Scale by Combining High-Resolution Sentinel-2 Satellite Imagery and Crop Modelling

Yan Zhao, Andries Potgieter, Miao Zhang et al. · Remote Sensing · 2020 · 178 citations · Full text

Precision Agriculture, Engineering, High Resolution +19

Multi-Spectral Imaging from an Unmanned Aerial Vehicle Enables the Assessment of Seasonal Leaf Area Dynamics of Sorghum Breeding Lines

Andries Potgieter, Barbara George‐Jaeggli, Scott Chapman et al. · Frontiers in Plant Science · 2017 · 166 citations · Full text

Multi-spectral Imaging, Precision Agriculture, Environmental Monitoring +24