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Integrating Tacit Knowledge and AI for Digital Soil Mapping in Eastern Amazonia: Ensemble Learning, Model Performance, and Uncertainty Incorporation.

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Title: Integrating Tacit Knowledge and AI for Digital Soil Mapping in Eastern Amazonia: Ensemble Learning, Model Performance, and Uncertainty Incorporation.
Authors: Alencar Sobrinho, Rômulo José1 (AUTHOR), da Silva, José Odair2 (AUTHOR), Santos, Lívia da Silva2,3 (AUTHOR), Farias, Fabrício do Carmo1,4 (AUTHOR), Lima, Alessandra Noelly Reis1,5 (AUTHOR), Nakakoji, Nelson Ken Narusawa1,6 (AUTHOR), Teixeira, Daniel De Bortoli3 (AUTHOR), Tavares, Rose Luiza Moraes4 (AUTHOR), Pereira, Gener Tadeu3 (AUTHOR), Pinheiro, Daniel Pereira5 (AUTHOR), Silva-Júnior, João Fernandes da1,6 (AUTHOR) joao.fernandes@ufra.edu.br
Source: Soil Systems. Mar2026, Vol. 10 Issue 3, p41. 32p.
Database: Academic Search Ultimate
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ISSN:25718789
DOI:10.3390/soilsystems10030041