Machine Learning for Hyperspectral Characteristic Band Extraction in Soil Nutrient Analysis

Kai Liu; Yufeng Wang; Zhiqing Peng; Jingjing Liu; Yuehui Song; Huige Di; Dengxin Hua

doi:10.3788/AOS241061

Acta Optica Sinica, Volume. 45, Issue 6, 0628001(2025)

Machine Learning for Hyperspectral Characteristic Band Extraction in Soil Nutrient Analysis

Kai Liu, Yufeng Wang^*, Zhiqing Peng, Jingjing Liu, Yuehui Song, Huige Di, and Dengxin Hua

Centre for Lidar Remote Sensing Research, School of Mechanical and Precision Instrument Engineering, Xi’an University of Technology, Xi’an 710048, Shaanxi , China

show less

Abstract Get PDF(in Chinese)

Cited By

Article index updated: Sep. 28, 2025

The article is cited by 1 article(s) CLP online library. (Some content might be in Chinese.)

Tools

Get Citation

Copy Citation Text

Kai Liu, Yufeng Wang, Zhiqing Peng, Jingjing Liu, Yuehui Song, Huige Di, Dengxin Hua. Machine Learning for Hyperspectral Characteristic Band Extraction in Soil Nutrient Analysis[J]. Acta Optica Sinica, 2025, 45(6): 0628001

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Remote Sensing and Sensors

Received: May. 24, 2024

Accepted: Jul. 11, 2024

Published Online: Mar. 21, 2025

The Author Email: Yufeng Wang (wangyufeng@xaut.edu.cn)

DOI:10.3788/AOS241061

CSTR:32393.14.AOS241061

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology