Improving model performance in mapping black-soil resource with machine learning methods and multispectral features

Improving model performance in mapping black-soil resource with machine learning methods and multispectral features

Abstract Accurate information on the distribution of regional black-soil resource is one of the important elements for the sustainable management of soils. And its results can provide decision makers with robust data that can be translated into better decision making. This study utilized all Sentine...

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Bibliographic Details
Main Authors: Jianfang Hu, Yulei Tang, Jiapan Yan, Jiahong Zhang, Yuxin Zhao, Zhansheng Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Black-soil resource
Soil mapping
Model performance
Machine learning
Online Access:https://doi.org/10.1038/s41598-024-82399-3
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