MAPPING OF SOIL ORGANIC CARBON CONTENT AND STOCK AT THE REGIONAL AND LOCAL LEVELS: THE ANALYSIS OF MODERN METHODOLOGICAL APPROACHES

MAPPING OF SOIL ORGANIC CARBON CONTENT AND STOCK AT THE REGIONAL AND LOCAL LEVELS: THE ANALYSIS OF MODERN METHODOLOGICAL APPROACHES

This paper provides an overview of scientific publications in Russia and other countries devoted to the soil organic carbon (SOC) content and stocks mapping at regional and local levels. The analysis showed that the cartographic assessment of the SOC content and stocks was conducted using various ap...

Full description

Bibliographic Details
Main Authors: N.V. Gopp, J. L. Meshalkina, A. N. Narykova, A. S. Plotnikova, O. V. Chernova
Format: Article
Language:English
Published: Russian Academy of Sciences, Center for Forest Ecology and Productivity 2023-03-01
Series:Вопросы лесной науки
Subjects:
digital soil mapping
soil predictors
machine learning
random forest
regression kriging
support vector machine
cross-validation
bootstrap
gradient boosting
monitoring
Online Access:http://jfsi.ru/wp-content/uploads/2023/08/6-1-2023-Gopp_et_al.pdf

Internet

http://jfsi.ru/wp-content/uploads/2023/08/6-1-2023-Gopp_et_al.pdf

Similar Items