Study on Sugar Content Detection of Kiwifruit Using Near-Infrared Spectroscopy Combined With Stacking Ensemble Learning

GUO Zhi-qiang; ZHANG Bo-tao; ZENG Yun-liu

doi:10.3964/j.issn.1000-0593(2024)10-2932-09

Spectroscopy and Spectral Analysis, Volume. 44, Issue 10, 2932(2024)

Study on Sugar Content Detection of Kiwifruit Using Near-Infrared Spectroscopy Combined With Stacking Ensemble Learning

GUO Zhi-qiang1... ZHANG Bo-tao1 and ZENG Yun-liu2,* |Show fewer author(s)

Author Affiliations

¹College of Information Engineering, Wuhan University of Technology, Wuhan　430070, China

²National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, National R&D Center for Citrus Preservation, Wuhan　430070, China

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References(5)

[5] [5] Tan B, You W, Huang C, et al. Electronics, 2022, 11(21): 3504.

[6] [6] Zhang K, Jiang H, Zhang H, et al. Agriculture, 2022, 12(4): 489.

[7] [7] Chen H, Lin B, Cai K, et al. Infrared Physics & Technology, 2021, 112: 103582.

[13] [13] Tan Z, Zhang J, He Y, et al. IEEE Access, 2020, 8: 227719.

[15] [15] Deng B C, Yun Y H, Ma P, et al. The Analyst, 2015, 140(6): 1876.

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GUO Zhi-qiang, ZHANG Bo-tao, ZENG Yun-liu. Study on Sugar Content Detection of Kiwifruit Using Near-Infrared Spectroscopy Combined With Stacking Ensemble Learning[J]. Spectroscopy and Spectral Analysis, 2024, 44(10): 2932

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Paper Information

Received: Jun. 1, 2023

Accepted: Jan. 16, 2025

Published Online: Jan. 16, 2025

The Author Email: Yun-liu ZENG (zengyl@mail.hzau.edu.cn)

DOI:10.3964/j.issn.1000-0593(2024)10-2932-09

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology

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