TransLIBS-CRS: Integrating LIBS with transfer learning for accurate cross-regional soil total nitrogen detection

TransLIBS-CRS: Integrating LIBS with transfer learning for accurate cross-regional soil total nitrogen detection

Accurate detection of soil total nitrogen (TN) is crucial for enhancing crop growth and quality. However, soil variability across different regions limits the generalization ability of calibration models. To address this challenge, this study introduces a model named transfer-learning-assisted laser...

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Bibliographic Details
Main Authors: Peng Lin, Shixiang Ma, Zhizheng Shi, Peiying Li, Leizi Jiao, Hongwu Tian, Zhen Xing, Chunjiang Zhao, Daming Dong
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Smart Agricultural Technology
Subjects:
Laser-induced breakdown spectroscopy
Transfer learning
Soil total nitrogen
Different regions
Explainability
Online Access:http://www.sciencedirect.com/science/article/pii/S277237552500351X
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