wheat-yield-prediction-toolkit 0.1.6

Wheat Yield Prediction Toolkit is a package that provides tools for predicting wheat yield at the county level in the main wheat-producing regions of the US using deep learning approaches. The package includes modules for data collection, preprocessing, modeling, and uncertainty analysis.

Wheat Yield Prediction Toolkit

Are you interested in predicting winter wheat yield in your area? Look no further! The Wheat Yield Prediction Toolkit is a collection of tools for gathering and processing data from various sources to help you make informed predictions about winter wheat yield.

Overview

The Wheat Yield Prediction Toolkit includes several modules for collecting data from different sources:

• USDA Quick Stats API for yield data
• Gee for remote sensing
• SoilGrids for soil data images
• NASA POWER provider for weather data

This README will guide you through the steps to set up and use the toolkit. Let's get started!