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 · 571 citations

Agriculture, Crop Sciences, Earth Sciences +16

Advances in application of climate prediction in agriculture

Graeme Hammer, James Hansen, J. G. Phillips et al. · Agricultural Systems · 2001 · 240 citations

Natural Sciences, Agronomy, Meteorology +12

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 · 189 citations · Full text

Agriculture, Agronomy, Crop Sciences +16

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

Sambuddha Ghosal, Bangyou Zheng, Scott Chapman et al. · Plant Phenomics · 2019 · 187 citations · Full text

Computing, Computer Science, Plant Breeding +15

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 · 168 citations · Full text

Agriculture, Agronomy, Crop Sciences +17