LimeSoDa: A dataset collection for benchmarking of machine learning regressors in digital soil mapping

Jonas Schmidinger, Sebastian Vogel, Viacheslav Barkov, Anh-Duy Pham, Robin Gebbers, Hamed Tavakoli, Jose Correa, Tiago R. Tavares, Patrick Filippi, Edward J. Jones, Vojtech Lukas, Eric Boenecke, Joerg Ruehlmann, Ingmar Schroeter, Eckart Kramer, Stefan Paetzold, Masakazu Kodaira, Alexandre M.J.-C. Wadoux, Luca Bragazza, Konrad Metzger, Jingyi Huang, Domingos S.M. Valente, Jose L. Safanelli, Eduardo L. Bottega, Ricardo S.D. Dalmolin, Csilla Farkas, Alexander Steiger, Taciara Z. Horst, Leonardo Ramirez-Lopez, Thomas Scholten, Felix Stumpf, Pablo Rosso, Marcelo M. Costa, Rodrigo S. Zandonadi, Johanna Wetterlind, Martin Atzmueller

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DOI: 10.1016/j.geoderma.2025.117337
Published: 2025-07
Container: Geoderma
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.geoderma.2025.117337,
  title = {LimeSoDa: A dataset collection for benchmarking of machine learning regressors in digital soil mapping},
  author = {Jonas Schmidinger and Sebastian Vogel and Viacheslav Barkov and Anh-Duy Pham and Robin Gebbers and Hamed Tavakoli and Jose Correa and Tiago R. Tavares and Patrick Filippi and Edward J. Jones and Vojtech Lukas and Eric Boenecke and Joerg Ruehlmann and Ingmar Schroeter and Eckart Kramer and Stefan Paetzold and Masakazu Kodaira and Alexandre M.J.-C. Wadoux and Luca Bragazza and Konrad Metzger and Jingyi Huang and Domingos S.M. Valente and Jose L. Safanelli and Eduardo L. Bottega and Ricardo S.D. Dalmolin and Csilla Farkas and Alexander Steiger and Taciara Z. Horst and Leonardo Ramirez-Lopez and Thomas Scholten and Felix Stumpf and Pablo Rosso and Marcelo M. Costa and Rodrigo S. Zandonadi and Johanna Wetterlind and Martin Atzmueller},
  year = {2025},
  journal = {Geoderma},
  doi = {10.1016/j.geoderma.2025.117337},
  url = {https://doi.org/10.1016/j.geoderma.2025.117337}
}

RIS

TY  - JOUR
TI  - LimeSoDa: A dataset collection for benchmarking of machine learning regressors in digital soil mapping
AU  - Jonas Schmidinger
AU  - Sebastian Vogel
AU  - Viacheslav Barkov
AU  - Anh-Duy Pham
AU  - Robin Gebbers
AU  - Hamed Tavakoli
AU  - Jose Correa
AU  - Tiago R. Tavares
AU  - Patrick Filippi
AU  - Edward J. Jones
AU  - Vojtech Lukas
AU  - Eric Boenecke
AU  - Joerg Ruehlmann
AU  - Ingmar Schroeter
AU  - Eckart Kramer
AU  - Stefan Paetzold
AU  - Masakazu Kodaira
AU  - Alexandre M.J.-C. Wadoux
AU  - Luca Bragazza
AU  - Konrad Metzger
AU  - Jingyi Huang
AU  - Domingos S.M. Valente
AU  - Jose L. Safanelli
AU  - Eduardo L. Bottega
AU  - Ricardo S.D. Dalmolin
AU  - Csilla Farkas
AU  - Alexander Steiger
AU  - Taciara Z. Horst
AU  - Leonardo Ramirez-Lopez
AU  - Thomas Scholten
AU  - Felix Stumpf
AU  - Pablo Rosso
AU  - Marcelo M. Costa
AU  - Rodrigo S. Zandonadi
AU  - Johanna Wetterlind
AU  - Martin Atzmueller
PY  - 2025
JO  - Geoderma
DO  - 10.1016/j.geoderma.2025.117337
UR  - https://doi.org/10.1016/j.geoderma.2025.117337
ER  -

APA

Schmidinger, J., Vogel, S., Barkov, V., Pham, A., Gebbers, R., Tavakoli, H., Correa, J., Tavares, T. R., Filippi, P., Jones, E. J., Lukas, V., Boenecke, E., Ruehlmann, J., Schroeter, I., Kramer, E., Paetzold, S., Kodaira, M., Wadoux, A. M., Bragazza, L., Metzger, K., Huang, J., Valente, D. S., Safanelli, J. L., Bottega, E. L., Dalmolin, R. S., Farkas, C., Steiger, A., Horst, T. Z., Ramirez-Lopez, L., Scholten, T., Stumpf, F., Rosso, P., Costa, M. M., Zandonadi, R. S., Wetterlind, J., & Atzmueller, M. (2025). LimeSoDa: A dataset collection for benchmarking of machine learning regressors in digital soil mapping. Geoderma. https://doi.org/10.1016/j.geoderma.2025.117337

Source records

crossref · retrieved 2026-09-24T18:49:23.376Z