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Contribution of Random Forest and Deep Neural Network Algorithms with Environmental Covariates for the Spatial SOC Stock Modelling

Year: 2025

Type: conference-paper

Abstract: International audience

Source: HAL (Le Centre pour la Communication Scientifique Directe)

Authors: Oukhattar, Mounir, Gadal, Sébastien, Robert, Yannick, Keller, Catherine

Institutions: Aix-Marseille Université, Centre de Recherche et d’Enseignement de Géosciences de l’Environnement, Étude des Structures, des Processus d’Adaptation et des Changements de l’Espace

Language: English

Topic: Soil Geostatistics and Mapping

Subfield: Environmental Engineering

Field: Environmental Science

Domain: Physical Sciences

SDGs: Life on land, Climate action, Affordable and clean energy

Open Access status: green

Funders: Aix-Marseille Université, Centre National de la Recherche Scientifique

Awards: G1077226843, G2362395662

OpenAlex ID: W7106784490

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