Published September 19, 2026 | Version v1
Dataset Open

Processed LUCAS dataset: Macro-level causal discovery from single-time-point observations of ecological dynamical systems

Authors/Creators

  • 1. ROR icon Sorbonne Université
  • 2. ROR icon Inserm
  • 3. ROR icon Laboratoire d'Écologie Alpine

Description

This repository contains the one of the datasets used in the paper: Macro-level causal discovery from single-time-point observations of ecological dynamical systems.

Files

lucas_dataset.csv

Files (32.0 MB)

Name Size
md5:9e9661be9a5a4100e0455ad104c855d3
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Additional details

Funding

Horizon Europe Obsgession
10113495
Agence Nationale de la Recherche
DYNABIOD ANR-25-APDY-0001

References

  • Dirk Nikolaus Karger, Olaf Conrad, J¨urgen B¨ohner, Tobias Kawohl, Holger Kreft, Rodrigo Wilber Soria- Auza, Niklaus E. Zimmermann, H. Peter Linder, and Michael Kessler. Climatologies at high resolution for the earth's land surface areas. Scientific Data, 4:170122, 2017.
  • G´erg´ely T´oth, Arwyn Jones, and Luca Montanarella. LUCAS topsoil survey: Methodology, data and results. JRC Technical Report EUR 26102 EN, Publications Office of the European Union, Luxembourg, 2013.
  • Alberto Orgiazzi, Cristiano Ballabio, Panos Panagos, Arwyn Jones, and Oihane Fern´andez-Ugalde. LUCAS soil, the largest expandable soil dataset for Europe: a review. European Journal of Soil Science, 69(1):140– 153, 2018
  • Arwyn Jones, Oihane Fern´andez-Ugalde, and Simone Scarpa. LUCAS 2015 topsoil survey: Presentation of dataset and results. JRC Technical Report EUR 30332 EN, Publications Office of the European Union, Luxembourg, 2020.