###### tags: `Paper Study` # Crop/Land Recognition ### [2017]Understanding Satellite-Imagery-Based Crop Yield Predictions **Highlights** 1. To ease training, we reduce the dimensionality of our data by assuming that the position of pixels doesn’t im- pact the average yield 2. compute saliency maps for each image/crop pair and compare maps for various crops. ![](https://i.imgur.com/a6rAuia.jpg) **Ideas** 1. Integrate the climate features. 2. ...