Code and data for the article: Automated data-intensive forecasting of plant phenology throughout the United States

This is the codebase and data, as of publication, for the near-term plant phenology forecast system implemented on https://phenology.naturecast.org and described in the accompanying paper. See the preprint here: https://doi.org/10.1101/634568

There are three main sections:

phenology_forecasts/

This is the primary code repo for the steps described in the paper. Namely the data preparation, modeling building, and automation.

phenology_forecast_data/

This the data described in the paper. Namely the phenology data used for modeling building and evaluation, the phenology models, and the derived phenology forecasts.

phenology_forecast_app/

This is the dynamic website written in the python Django framework.