Estimating wheat yields in Australia using climate records, satellite image time series and machine learning methods
Estimating wheat yields in Australia using climate records, satellite image time series and machine learning methods
Elisa Kamir,F. Waldner,Z. Hochman
2020 · DOI: 10.1016/j.isprsjprs.2019.11.008
224 Citations
TLDR
Support vector regression with radial basis function emerged as the single best learner and explained 73% of the yield variability observed across statistical units, at national scale.