Patrick Filippi

An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning

Patrick Filippi, Edward J. Jones, Niranjan S. Wimalathunge et al. · Precision Agriculture · 2019 · 275 citations

Precision Agriculture, Engineering, Machine Learning +9

Identifying causes of crop yield variability with interpretive machine learning

Edward J. Jones, Thomas F. A. Bishop, Brendan Malone et al. · Computers and Electronics in Agriculture · 2021 · 68 citations

Precision Agriculture, Engineering, Land Use +8

Mid-season empirical cotton yield forecasts at fine resolutions using large yield mapping datasets and diverse spatial covariates

Patrick Filippi, Brett Whelan, W. Vervoort et al. · Agricultural Systems · 2020 · 57 citations

Precision Agriculture, Fine Resolutions, Engineering +9

In search of an optimum sampling algorithm for prediction of soil properties from infrared spectra

Wartini Ng, Budiman Minasny, Brendan Malone et al. · PeerJ · 2018 · 47 citations · Full text

Mapping the Depth-to-Soil pH Constraint, and the Relationship with Cotton and Grain Yield at the Within-Field Scale

Patrick Filippi, Edward J. Jones, Bradley J. Ginns et al. · Agronomy · 2019 · 45 citations · Full text

Precision Agriculture, Engineering, Land Use +19