A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction

1 code implementation • 17 Nov 2021 • Joshua Fan, Junwen Bai, Zhiyun Li, Ariel Ortiz-Bobea, Carla P. Gomes

As far as we know, this is the first machine learning method that embeds geographical knowledge in crop yield prediction and predicts the crop yields at county level nationwide.

BIG-bench Machine Learning Crop Yield Prediction