---
license: apache-2.0
task_categories:
- time-series-forecasting
tags:
- climate
pretty_name: AgroFlux
---

# AgroFlux: A Spatial-Temporal Benchmark for Carbon and Nitrogen Flux Prediction in Agricultural Ecosystems

This repository contains the official data of paper AgroFlux: A Spatial-Temporal Benchmark for Carbon and Nitrogen Flux Prediction in Agricultural Ecosystems. 
Please refer to git repo for the usage of this data: https://github.com/qxc101/AgroFlux.git.

## Datasets
The benchmark works with several data:

- **Simulation datasets (T0)**:
  - `mw`: Ecosys simulations
  - `dc`: DayCent simulations

- **Observation datasets (T1)**:
  - `n2o`: Nitrous oxide flux field measurements
  - `co2`: Carbon dioxide flux field measurements (includes GPP)

For the processing of this dataset, please refer to the file scale_data_t0.ipynb in the git repo. 
The notebook file contains visualizations and value checks with actual feature names of all the data provided here.