Soil nutrient information extraction model based on transfer learning and near infrared spectroscopy

This study aims to combine the transfer learning algorithm and near-infrared spectroscopy technology to build a soil nutrient information extraction model. We determine the soil nutrients with near-infrared spectroscopy technology; moreover, the characteristic bands of soil nutrients were also deter...

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Bibliographic Details
Main Authors: Hao-Tian Cai, Jun Liu, Jie-Ying Chen, Ke-Hong Zhou, Jie Pi, Li-Ru Xia
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S111001682100017X