README.md

metadata

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.