Rebecca L. Whetton

Wheat yield prediction using machine learning and advanced sensing techniques

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis et al. · Computers and Electronics in Agriculture · 2015 · 574 citations

Precision Agriculture, Engineering, Agricultural Economics +5

Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy

Antonios Morellos, Xanthoula-Eirini Pantazi, Dimitrios Moshou et al. · Biosystems Engineering · 2016 · 468 citations · Full text

Soil Property, Precision Agriculture, Engineering +7

Nonlinear parametric modelling to study how soil properties affect crop yields and NDVI

Rebecca L. Whetton, Yifan Zhao, Sameh Shaddad et al. · Computers and Electronics in Agriculture · 2017 · 67 citations · Full text

Soil Property, Precision Agriculture, Engineering +11

Hyperspectral measurements of yellow rust and fusarium head blight in cereal crops: Part 2: On-line field measurement

Rebecca L. Whetton, Toby Waine, Abdul Mounem Mouazen · Biosystems Engineering · 2018 · 64 citations · Full text

Environmental Monitoring, Engineering, Botany +10

A survey of high resolution image processing techniques for cereal crop growth monitoring

Sanaz Rasti, Chris J. Bleakley, N. M. Holden et al. · Information Processing in Agriculture · 2021 · 58 citations · Full text