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README.md

Verde Field Attributes Examples

This repository contains Jupyter notebook examples of obtaining Verde Field Attributes data over our GraphQL API.

The notebooks are

  • walkthrough.ipynb: An end to end walkthrough for how to request and obtain Verde data.
  • verde-fetch.ipynb: Creating time series for each of the Verde field attributes for a specific field.
  • lodging.ipynb: Developing crop lodging predictions: a use-case inspired example.
  • evapotranspiration.ipynb: Estimating soil water balance: a use-case inspired example.
  • benchmark.ipynb: Benchmarking field attributes: a use-case inspired example.

Further instructions and pre-requisites are detailed in each notebook.

The notebooks have Python dependencies that need to be pre-installed. To set up your Python environment, install the dependencies via:

$ pip install -r requirements.txt

Alternatively, you can use pipenv:

$ pipenv install
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