Estimation of soil organic matter in mollisols based on artificial intelligence

Estimation of soil organic matter in mollisols based on artificial intelligence

Mollisols are a valuable natural resource, and their organic matter content can be used to evaluate soil fertility. Estimating and monitoring the soil organic matter (SOM) content of Mollisols is of great importance. This study employed an artificial intelligence method, based on deep neural network...

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Bibliographic Details
Main Authors: Shihao Cui, Meng Zhou, He Yu, Xiongze Xie, Leilei Xiao, Jian Liu, Jinkuo Lin, Xiaobing Liu, Yueyu Sui, Jing Liu
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Ecological Informatics
Subjects:
Soil nutrients
Soil fertility
Machine learning
Deep neural networks
Non-destructive testing
Online Access:http://www.sciencedirect.com/science/article/pii/S1574954125002328
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http://www.sciencedirect.com/science/article/pii/S1574954125002328

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