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Longguo Wu

Ningxia University

489 Helanshan West Rd

Xixia

Yinchuan

China

  • Ningxia University

SCHOLARLY PAPERS

14

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464

TOTAL CITATIONS

0

Scholarly Papers (14)

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1.

In-Situ Vermicomposting-Biochar Integration Enhances Soil Quality and Cucumber Metabolism Under Brackish Water Irrigation

Number of pages: 37 Posted: 12 May 2025
Hua Ma, Jitao Wang, Guangya Xu, Shuai Wang, Longguo Wu, Tao Lin, Yan Yan, Chenxi Liu, Kelsang Choron, Nan Wang, Fushun Zheng, Hongyan Zhu, Cui Yin and Yune Cao
Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, China Agricultural University, affiliation not provided to SSRN, Ningxia University, Tibet Academy of Agricultural and Animal Husbandry Sciences, affiliation not provided to SSRN, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 63 (933,592)

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In-situ vermicomposting, Brackish water, Biochar, Bacteria, Cucumber metabolites

2.

Quantitative Analysis of Peroxidase Activity in Tomato Leaf Cells Based on Micro-Hyperspectral Imaging Technique

Number of pages: 30 Posted: 09 Jan 2023
Longguo Wu, Ling Ma, Yao Zhang, Yiyang Zhang, Yan Ma, Siyan Ma, Jing Wang, Minghua Du, Jianshe Li and Yanming Gao
Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 51 (1,052,702)

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Microscopic hyperspectral imaging, Tomato leaf cell, POD activity

3.

Metabolic Mechanism of Muskmelon Leaves Under Light Intensity Regulation Based on Metabonomics

Number of pages: 30 Posted: 10 Aug 2024
Yanzhe Zhu, Jing Wang, Xiang Li, Xiaomin Wang and Longguo Wu
Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 46 (1,109,210)

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Metabolomics, Muskmelon leaf, Physiological and biochemical index, Light intensity

4.

Rapid Detection Study of Fv/Fm in Melon Leaves Based on Fluorescence Hyperspectral Imaging Technology

Number of pages: 23 Posted: 14 Nov 2023
Ling Ma, Jianshe Li, Jing Wang, Xingwu Tian, Yiyang Zhang, Yan Ma, Siyan Ma, Xiaomin Wang and Longguo Wu
Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 41 (1,170,409)

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Fluorescence hyperspectral imaging, Fv/Fm, Melon leaves, Rapid detection, Light quality

5.

Construction of a Prediction Model for Tomato Leaf Peroxidase Activity Using Micro-Hyperspectral Imaging Technology and a Convolutional Neural Network

Number of pages: 23 Posted: 02 Jul 2025
Longguo Wu, Jung Eek Son, Yao Zhang, Yanzhe Zhu, Xiuli Chen, Yu Tian and Xingwu Tian
Ningxia University, Seoul National University, Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia Wuzhong National Agricultural Science and Technology Park
Downloads 39 (1,196,171)

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Microscopic Hyperspectral Imaging, POD Activity, CNN Prediction Model, Tomato Leaf, Visualization

6.

Detection of the Fv/Fm in Melon Leaves by Fluorescence Hyperspectral Imaging Technique and Deep Learning

Number of pages: 23 Posted: 26 Jun 2025
Longguo Wu, Yao Zhang, Ling Ma and Yanzhe Zhu
Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 36 (1,249,711)

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Fluorescence hyperspectral imaging, Fv/Fm, Melon leaves, Rapid detection, Light quality

7.

Integrated transcriptomics and metabolomics of muskmelon leaves under light intensity regulation

Number of pages: 56 Posted: 05 Jan 2026
Demin Zhu, Jing Wang, Wencheng Pan, Jiayu Yang, Jianshe Li, Siyu Wang, Luotong Zhang, Xiaomin Wang, Longguo Wu and Yanzhe Zhu
Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 35 (1,249,711)

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Metabolomics, Muskmelon leaf, Physiological and biochemical index, Light intensity

8.

Research on the Adulteration of Lycium Barbarum Based on Hyperspectral Imaging Technology Combined with Deep Learning Algorithms

Number of pages: 29 Posted: 17 Aug 2024
Yao Zhang, Ling Ma, Weiguo Yi and Longguo Wu
Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 33 (1,277,121)

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Hyperspectral imaging, Goji, Adulteration

9.

Antioxidant Enzyme Activities in Melon Leaves Based on Microhyperspectral Imaging Technique

Number of pages: 29 Posted: 05 Jul 2024
Longguo Wu, Wencheng Pan, Yao Zhang, Ling Ma, Yu Tian, Yanzhe Zhu, Xingwu Tian and Yiyang Zhang
Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 33 (1,277,121)

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Microscopic hyperspectral imaging, Antioxidant enzyme activity, CNN Prediction model, Melon leaf

10.

Construction of Microhyperspectral Imaging Model for Antioxidant Enzyme Activities In Melon Leaves

Number of pages: 33 Posted: 05 Jun 2024
Longguo Wu, Yao Zhang, Ling Ma, Yu Tian, Yanzhe Zhu, Xingwu Tian and Yiyang Zhang
Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 31 (1,304,549)

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Microscopic hyperspectral imaging, Antioxidant enzyme activity, CNN Prediction model, Melon leaf

11.

SCD-Net: A Lightweight Deep Learning Model for Accurate Soybean Leaf Disease Identification

Number of pages: 31 Posted: 16 May 2026
Luotong Zhang, Laixiang Xu, Jingrun Kan, Madineh Bijani, Siyu Wang, Jianshe Li, Demin Zhu, Xiaojie Du, Junmin Zhao and Longguo Wu
Ningxia University, Henan University of Urban Construction, Henan University of Urban Construction, Henan University of Urban Construction, Ningxia University, Ningxia University, Ningxia University, Henan University of Urban Construction, Henan University of Urban Construction and Ningxia University
Downloads 17 (1,518,554)

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Agricultural information processing, Soybean leaf, deep learning, Optimized Swin Transformer, Cross-covariance attention mechanism

12.

Quantifying and visualizing Umami: An End-to-End Framework for Precise Measurement of Flavor Compounds in Mutton via Hyperspectral Imaging

Number of pages: 41 Posted: 17 Jan 2026
Weiguo Yi, Longguo Wu, Jianfeng Zhang, Jian Shi, Fujia Dong, Jiarui Cui and Naiyun Fan
Ningxia University, Ningxia University, affiliation not provided to SSRN, Harbin Engineering University, Ningxia University, Ningxia University and Ningxia University
Downloads 14 (1,509,872)

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Mutton, umami, Hyperspectral images, TabPFN, End-to-End

13.

Effects of brackish water irrigation and ripening stage on growth, fruit quality, and fruit metabolite profiles of greenhouse cherry tomato

Number of pages: 20 Posted: 27 Mar 2026
Demin Zhu, Wencheng Pan, Jiayu Yang, Yao Zhang, Yiyang Zhang, Jianshe Li, Siyu Wang, Luotong Zhang, Weiguo Yi, Yune Cao, Hua Ma and Longguo Wu
Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 13 (1,518,554)

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cherry tomato, brackish irrigation, salinity, ripening, Fruit quality, metabolomics, GC-MS

14.

Rapid Detection of Beef Oxidation Indicators Using Hyperspectral Imaging and SHAP-Enhanced CNN

Number of pages: 38 Posted: 21 Apr 2026
Longguo Wu, Yao Zhang, Jiarui Cui, Jianshe Li, Siyu Wang, Weiguo Yi and Dunhua Liu
Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University, Ningxia University and Ningxia University
Downloads 12 (1,541,665)

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Oxidation of beef, Hyperspectral imaging technology, Non-Destructive Detection, Deep Learning