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)

Each Parquet file contains the data. The shape information and variable names are in metadata file. For the shape information, all data are in [year*365, site*N_exp_type, variables]. 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.