Forest stand and soil types determine soil organic carbon storage in the Middle Atlas region of Morocco using machine learning models

Author:

El Mderssa Mohamed12ORCID,Elmalki Meysara3,Whalen Joann K.45,Ikraoun Hicham2,Aliyat Fatima Zahra2,Dallahi Youssef6,Abbas Younes1,Nassiri Laila2,Ibijbijen Jamal2

Affiliation:

1. Polyvalent Unit in Research and Development, Polydisciplinary Faculty, Sultan Moulay Sliman University, Beni Mellal, Morocco

2. Unit “Environment and Valorization of Microbial and Plant Resources”, Faculty of Sciences, Moulay Ismail University, Meknes, Morocco

3. National Water and Forests Agency, Rabat, Morocco

4. Department of Natural Resource Sciences, Macdonald Campus of McGill University, Ste-Anne-de-Bellevue, Canada

5. Chair of Soil Science, Mohammed VI Polytechnic University, Ben Guerir, Morocco

6. Plant Physiology and Biotechnology Team, Center of Plant and Microbial Biotechnology, Biodiversity and Environment, Faculty of Sciences, Mohamed V University in Rabat, Morocco

Publisher

Informa UK Limited

Reference44 articles.

1. How do boreal forest soils store carbon?

2. Anjos L. Gaistardo C. Deckers J. Dondeyne S. Eberhardt E. Gerasimova M. Harms B. Jones A. Krasilnikov P. Reinsch T. Vargas R. & Zhang G. (2015). World reference base for soil resources 2014 International soil classification system for naming soils and creating legends for soil maps. In P. Schad C. Van Huyssteen E. Micheli (Eds.) (pp. JRC91947). Rome Italy: FAO.

3. Badraoui, M., & Stitou, M. (2002). Status of soil survey and soil information system in Morocco. In B. P. Badraoui (Ed.), Proceedings de l’atelier sur les bases de données SOTER pour les pays de l’Union du Maghreb Arabe (pp. 21–28). Rabat, Maroc, FAP/SNEA.

4. Mapping soil organic carbon stocks in Tunisian topsoils

5. Belkacem, S., Nys, C., & Dupouey, J. L. (1998). Assessments of carbon stocks in forest soils. Importance of silviculture and environment on variability. Edited by INRA/DPE, Agriges. p. 68. in French.

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