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Rodrigues H (2026). soilKey: Automated soil profile classification per WRB 2022, SiBCS 5, and USDA Soil Taxonomy 13. doi:10.5281/zenodo.19930112. R package version dev, https://github.com/HugoMachadoRodrigues/soilKey.
J. Vaz G, Silva Neto L, G. A. Barbedo J (2025). “SmartSolos Expert: an expert system for Brazilian soil classification.” Smart Agricultural Technology, 10, 100735. doi:10.1016/j.atech.2024.100735. https://www.agroapi.cnptia.embrapa.br/store/apis/info?name=SmartSolosExpert&version=v1&provider=agroapi.
J. Vaz G, Silva Neto L, Lima R, Oliveira S (2019). “Uma API para a classificacao de solos do Brasil.” In Anais do 12 Congresso Brasileiro de Agroinformatica (SBIAGRO 2019), 63–72.
J. Vaz G, Silva Jr A, Silva Neto L (2023). “Brazilian soil data for taxonomic classification.” doi:10.48432/PYKKA7. Redape (Embrapa Research Data Repository), V1.
Leenaars J, van Oostrum A, Ruiperez Gonzalez M (2014). “Africa Soil Profiles Database, Version 1.2.” Technical Report ISRIC Report 2014/01, ISRIC – World Soil Information, Wageningen, NL. https://isric.org/projects/africa-soil-profiles-database-afsp.
Fernandez-Ugalde O, Scarpa S, Orgiazzi A, Panagos P, Van Liedekerke M, Marechal A, Jones A (2022). “LUCAS 2018 SOIL Component: sampling intensity, harmonisation and procedures for the collection of soil samples.” Technical Report JRC Technical Report 130218, European Commission, Joint Research Centre, Ispra, IT. doi:10.2760/215013.
Orgiazzi A, Ballabio C, Panagos P, Jones A, Fernandez-Ugalde O (2018). “LUCAS Soil, the largest expandable soil dataset for Europe: a review.” European Journal of Soil Science, 69(1), 140–153. doi:10.1111/ejss.12499.
Corresponding BibTeX entries:
@Manual{,
title = {soilKey: Automated soil profile classification per WRB
2022, SiBCS 5, and USDA Soil Taxonomy 13},
author = {Hugo Rodrigues},
year = {2026},
note = {R package version dev},
doi = {10.5281/zenodo.19930112},
url = {https://github.com/HugoMachadoRodrigues/soilKey},
}
@Article{,
title = {SmartSolos Expert: an expert system for Brazilian soil
classification},
author = {Glauber {J. Vaz} and L. de F. da {Silva Neto} and Jayme
{G. A. Barbedo}},
journal = {Smart Agricultural Technology},
year = {2025},
volume = {10},
pages = {100735},
doi = {10.1016/j.atech.2024.100735},
url =
{https://www.agroapi.cnptia.embrapa.br/store/apis/info?name=SmartSolosExpert&version=v1&provider=agroapi},
}
@InProceedings{,
title = {Uma API para a classificacao de solos do Brasil},
author = {Glauber {J. Vaz} and L. de F. da {Silva Neto} and R. N.
Lima and S. R. de M. Oliveira},
booktitle = {Anais do 12 Congresso Brasileiro de Agroinformatica
(SBIAGRO 2019)},
year = {2019},
pages = {63--72},
address = {Indaiatuba, SP, Brazil},
publisher = {SBIAGRO},
}
@Misc{,
title = {Brazilian soil data for taxonomic classification},
author = {Glauber {J. Vaz} and A. F. {Silva Jr} and L. de F. da
{Silva Neto}},
year = {2023},
doi = {10.48432/PYKKA7},
note = {Redape (Embrapa Research Data Repository), V1},
}
@TechReport{,
title = {Africa Soil Profiles Database, Version 1.2},
author = {J. G. B. Leenaars and A. J. M. {van Oostrum} and M.
{Ruiperez Gonzalez}},
institution = {ISRIC -- World Soil Information},
address = {Wageningen, NL},
number = {ISRIC Report 2014/01},
year = {2014},
url =
{https://isric.org/projects/africa-soil-profiles-database-afsp},
}
@TechReport{,
title = {LUCAS 2018 SOIL Component: sampling intensity,
harmonisation and procedures for the collection of soil samples},
author = {O. Fernandez-Ugalde and S. Scarpa and A. Orgiazzi and P.
Panagos and M. {Van Liedekerke} and A. Marechal and A. Jones},
institution = {European Commission, Joint Research Centre},
address = {Ispra, IT},
number = {JRC Technical Report 130218},
year = {2022},
doi = {10.2760/215013},
}
@Article{,
title = {LUCAS Soil, the largest expandable soil dataset for
Europe: a review},
author = {A. Orgiazzi and C. Ballabio and P. Panagos and A. Jones
and O. Fernandez-Ugalde},
journal = {European Journal of Soil Science},
year = {2018},
volume = {69},
number = {1},
pages = {140--153},
doi = {10.1111/ejss.12499},
}
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They may not be fully stable and should be used with caution. We make no claims about them.
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