Hashimoto, Shoji https://orcid.org/0000-0003-3022-7495
Bruni, Elisa https://orcid.org/0000-0001-8074-0516
Ťupek, Boris
Yamashita, Naoyuki https://orcid.org/0000-0003-3398-6825
Toriyama, Jumpei https://orcid.org/0000-0001-8061-6398
Mori, Taiki
Imaya, Akihiro https://orcid.org/0009-0003-5727-2154
Guenet, Bertrand
Ito, Akihiko https://orcid.org/0000-0001-5265-0791
Lehtonen, Aleksi https://orcid.org/0000-0003-1388-0388
Funding for this research was provided by:
Partnership for Research and Innovation in the Mediterranean Area (2211)
HORIZON EUROPE European Innovation Council (101000289)
Environmental Restoration and Conservation Agency (JPMEERF24S12208)
Japan Society for the Promotion of Science (JP19H03008)
Article Title: Mining global soil carbon datasets: can modern machine learning uncover the missing pieces of process-based models?
Journal Title: Environmental Research Letters
Article Type: paper
Copyright Information: © 2025 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2025-06-26
Date Accepted: 2025-08-22
Online publication date: 2025-09-02