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Xiaoyan Song

Shanxi Agricultural University

SCHOLARLY PAPERS

6

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215

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

Estimation on Leaf Chlorophyll Content of Soybean by Using Spectral Resampling Technique and Machine Learning Algorithms

Number of pages: 23 Posted: 22 Sep 2023
ChunRui GAO, Hao Li, Jiachen Wang, Xin Zhang, Kunming Huang, Xiaoyan Song, WuDe YANG, MeiChen FANG, LuJie XIAO, Yu Zhao, Shafiq Fahad, XingXing QIAO, Chao WANG and Fangzhou Li
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Government College University Lahore, affiliation not provided to SSRN, Shanxi Agricultural University and affiliation not provided to SSRN
Downloads 57 (989,921)

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Soybean, Hyperspectral, Spectral resampling technique, Vegetation index, Chlorophyll content

2.

Field Scale Assessment of Winter Wheat Yield in Loess Plateau of China by Assimilating the Dssat Model and Sentinel-2 Data with Enkf Algorithm

Number of pages: 28 Posted: 19 Dec 2023
Chao WANG, ChunRui GAO, Jiaxue Zhang, Yingchao Hao, Yaoxuan Jia, Zhen ZHANG, Zhengchun Liu, Yu Zhao, MeiChen FANG, Shafiq Fahad, Chenbo Yang, LuJie XIAO, Xiaoyan Song, Mingxing Qin, Ning Jin, WuDe YANG and XingXing QIAO
Shanxi Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing University of Information Science and Technology, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, Government College University Lahore, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University and affiliation not provided to SSRN
Downloads 56 (1,000,027)

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CERES-Wheat model, EnKF assimilation, Remote sensing, Yield estimation, LAI

3.

Hyperspectral Estimation on the Photosynthetic Phenotype of Winter Wheat Under Drought Stress Using Machine Learning Algorithmshyperspectral Estimation on the Photosynthetic Phenotype of Winter Wheat Under Drought Stress Using Machine Learning Algorithms

Number of pages: 40 Posted: 17 May 2024
XiaoBin YAN, Yanxia Chen, Yiming Su, Hao Li, meng wang, Zhigang Wang, Sha YANG, MeiChen FANG, XingXing QIAO, Yu Zhao, LuJie XIAO, MeiJun ZHANG, Xiaoyan Song, Chao WANG and WuDe YANG
affiliation not provided to SSRN, Shanxi Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University and Shanxi Agricultural University
Downloads 40 (1,183,237)

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Winter wheat, photosynthesis, Hyperspectral, machine learning, spectral index

4.

Funneliformis Mosseae and Phosphorus Fertigation: A Combined Strategy for Enhancing Oat Tolerance to Drought

Number of pages: 32 Posted: 30 Nov 2024
Bin Zhang, Haocheng Zhang, Xueqin Li, Tian Qiao, MeiChen FANG, Chao WANG, Xiaoyan Song, WuDe YANG, Shafiq Fahad and MeiJun ZHANG
Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Government College University Lahore and Shanxi Agricultural University
Downloads 33 (1,277,121)

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Oat, Drought, Arbuscular Mycorrhizal Fungi, Phosphorus, Grain yield

5.

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Downloads 23 (1,436,435)

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Number of pages: 38 Posted: 11 Feb 2026
Yuchao Yang, Yanxia Chen, Peifan Lou, Binjie He, Bei Tie, Yu Zhao, MeiChen FANG, LuJie XIAO, WuDe YANG, Xiaoyan Song, MeiJun ZHANG, Yongkai Xie, William Rickard, Xingxing Qiao and Chao Wang
Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Taiyuan Normal University, Rothamsted Research, Shanxi Agricultural University and Shanxi Agricultural University
Downloads 7 (1,628,763)

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Wheat diseases and pests, Convolutional Neural Networks, Transfer Learning, Image recognition

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Number of pages: 38 Posted: 11 Feb 2026
Yuchao Yang, Yanxia Chen, Peifan Lou, Binjie He, Bei Tie, Yu Zhao, MeiChen FANG, LuJie XIAO, WuDe YANG, Xiaoyan Song, MeiJun ZHANG, Yongkai Xie, William Rickard, Xingxing Qiao and Chao Wang
Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Taiyuan Normal University, Rothamsted Research, Shanxi Agricultural University and Shanxi Agricultural University
Downloads 9 (1,628,763)

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Wheat diseases and pests, Convolutional Neural Networks, Transfer Learning, Image recognition

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Number of pages: 38 Posted: 11 Feb 2026
Yuchao Yang, Yanxia Chen, Peifan Lou, Binjie He, Bei Tie, Yu Zhao, MeiChen FANG, LuJie XIAO, WuDe YANG, Xiaoyan Song, MeiJun ZHANG, Yongkai Xie, William Rickard, Xingxing Qiao and Chao Wang
Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Shanxi Agricultural University, Taiyuan Normal University, Rothamsted Research, Shanxi Agricultural University and Shanxi Agricultural University
Downloads 7 (1,628,763)

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Wheat diseases and pests, Convolutional Neural Networks, Transfer Learning, Image recognition

6.

Estimation of Winter Wheat Aboveground Biomass and Leaf Area Index Using UAV Multispectral Imagery and Stacking Ensemble Learning

Number of pages: 49 Posted: 30 Mar 2026
Zeyang Wen, Jian Wang, Bo Xu, Buqing Song, Yufei Wang, LuJie XIAO, Xianjie Gao, MeiJun ZHANG, Xiaoyan Song, Chenbo Yang, Qiang Yu, Chao WANG, WuDe YANG, Yu Zhao and Meichen Feng
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Agricultural University, affiliation not provided to SSRN, Shanxi Agricultural University, Shanxi Agricultural University, affiliation not provided to SSRN, Northwest Agricultural and Forestry University, Shanxi Agricultural University, Shanxi Agricultural University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 6 (1,566,597)

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AGB, LAI, Stacking Ensemble Learning, SHAP, UAV Multispectral Imagery