Eberswalde University for Sustainable Development

most citedLimeSoDa: A Dataset Collection for Benchmarking of Machine Learning Regressors in Digital Soil Mapping

8 citations

researchers with a paper here

Alexander Steiger1 · h 1
Anh-Duy Pham1 · h 4
A. Wadoux1 · h 1
Csilla Farkas1 · h 1
D. S. M. Valente1 · h 3
Edward J. Jones1 · h 5
E. Kramer1 · h 10
E. L. Bottega1 · h 8
Eric Boenecke1 · h 3
Felix Stumpf1 · h 10
H. Tavakoli1 · h 5
Ingmar Schroeter1 · h 1

collaborating institutions

AgroParisTechFR1 paper
AgroscopeCH1 paper
Institut Agro Montpelier1 paper
Institut de Recherche pour le DéveloppementFR1 paper
Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR1 paper
Leibniz Institute for Agricultural Engineering and BioeconomyDE1 paper
Leibniz Institute of Vegetable and Ornamental CropsDE1 paper
Mendel University in BrnoCZ1 paper
Osnabrück UniversityDE1 paper
The University of SydneyAU1 paper
Tokyo University of Agriculture and TechnologyJP1 paper
Universidade de São PauloBR1 paper

1 paper

cs.LG2025★ 8 cited

LimeSoDa: A Dataset Collection for Benchmarking of Machine Learning Regressors in Digital Soil Mapping

J. Schmidinger, S. Vogel, V. Barkov +33

Digital soil mapping (DSM) relies on a broad pool of statistical methods, yet determining the optimal method for a given context remains challenging and contentious. Benchmarking s…