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Xiaoyu Song

Beijing Academy of Agriculture and Forestry Sciences

11 Shuguang Huayuan Middle Road

Beijing, 100097

China

  • Beijing Academy of Agriculture and Forestry Sciences

SCHOLARLY PAPERS

7

DOWNLOADS

308

TOTAL CITATIONS

14

Scholarly Papers (7)

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1.

Crop Canopy Volume Weighted by Color Parameters from Uav-Based Rgb Images to Estimate Above-Ground Biomass of Potatoes

Number of pages: 48 Posted: 31 Jan 2023
Haikuan Feng, Yang Liu, Jibo Yue, Yiguang Fan, Xiuliang Jin, Zhenhai Li, Xiaoyu Song, Xingang Xu and Guijun Yang
Beijing Academy of Agriculture and Forestry Sciences, China Agricultural University, Henan Agricultural University, Beijing Academy of Agriculture and Forestry Sciences, Chinese Academy of Agricultural Sciences (CAAS) - Institute of Bast Fiber Crops, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences and Beijing Academy of Agriculture and Forestry Sciences
Downloads 58 (989,921)

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AGB, UAV, Canopy Spectroscopy, Structural Indicators, potato

2.

Inversion of Potato Chlorophyll Content Based on Radiation Transfer Model and Machine Learning Algorithm

Number of pages: 28 Posted: 15 Jul 2023
Ma yuanyuan, Xiaoyu Song, Chunxia Qiu, Guijun Yang, Haikuan Feng, Di Pan and jie Zhang
Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences and Xi'an University of Science and Technology
Downloads 53 (1,031,043)
Citation 14

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Potato, Chlorophyll content, Hyperspectral remote sensing, Hybrid method, Active learning

3.

Field-Scale Irrigated Winter Wheat Mapping by a Novel Cross-Region Slope Length Index of 3d Canopy Hydrothermal and Spectral Feature Space from Provincial to National Scope

Number of pages: 76 Posted: 25 Sep 2024
Youming Zhang, Guijun Yang, Prasad S. Thenkabail, Zhenhong Li, Wenbin Wu, Xiaodong Yang, Xiaoyu Song, Huiling Long, Miao Liu, Jing Zhang, Lijun Zuo, Yang Meng and Meiling Gao
affiliation not provided to SSRN, Henan Agricultural University, Government of the United States of America - US Geological Survey, affiliation not provided to SSRN, Chinese Academy of Agricultural Sciences (CAAS), Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences and affiliation not provided to SSRN
Downloads 46 (1,121,190)

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winter wheat，irrigation mapping，hydrothermal and spectral feature，cross-region， rainfed line, Slope Length Index

4.

Remote Sensing Monitoring of Wheat Stripe Rust Based on Fractional Order Differential and Gaussian Process Methods

Number of pages: 40 Posted: 04 Oct 2022
jie Zhang, Xia Jing, Xiaoyu Song, Teng Zhang, Weina Duan and Jing Su
Xi'an University of Science and Technology, Xi'an University of Science and Technology, Beijing Academy of Agriculture and Forestry Sciences, Xi'an University of Science and Technology, Xi'an University of Science and Technology and Xi'an University of Science and Technology
Downloads 46 (1,121,190)

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Keywords: Wheat stripe rust, Fraction Order Differential, Gaussian process regression, GPR sigma, hyperspectral remote sensing

5.

Winter Wheat Maturity Date Prediction Using a Deep Learning Framework Integrating Remote Sensing and Meteorological Data

Number of pages: 32 Posted: 25 Jun 2025
Chunkai Zheng, Xiaoyu Song, Huiling Long, Guijun Yang, Ma Yuanyuan, Heguang Sun, jie Zhang, Laigang Wang, Haikuan Feng and Huaguo Huang
Beijing Forestry University, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, Xi'an University of Science and Technology, Henan Academy of Agricultural Sciences, affiliation not provided to SSRN and Beijing Forestry University
Downloads 45 (1,133,231)

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Phenological stage, heading date, Maturity date, Convolutional neural networks (CNN), Long short-term memory (LSTM) networks, The transformer architecture.

6.

Rice Grain Protein Content Monitoring Based on Texture Features of Uav Hyperspectral Images

Number of pages: 43 Posted: 03 Nov 2023
jie Zhang, Xiaoyu Song, Xia Jing, Yuanyuan Ma, Heguang Sun, Chunkai Zheng and Pingping Li
Xi'an University of Science and Technology, Beijing Academy of Agriculture and Forestry Sciences, Xi'an University of Science and Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences and Beijing Academy of Agriculture and Forestry Sciences
Downloads 41 (1,183,237)

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UAV, Hyperspectral Remote Sensing, texture characteristics, GLMC, grain protein content

7.

Detection of field-scale winter wheat irrigation events by knowledge-guided stacked-differential-window neural-networks integrating Sentinel-1 SAR and soil moisture

Downloads 19 (1,470,786)

Detection of field-scale winter wheat irrigation events by knowledge-guided stacked-differential-window neural-networks integrating Sentinel-1 SAR and soil moisture

Number of pages: 50 Posted: 03 Apr 2026
Youming Zhang, Guijun Yang, Ping Li, Jinglei Wang, Laigang Wang, Meiling Gao, Xiaodong Yang, Xiaoyu Song, Xian Li, Zhenheng Xu, Zhenhong Li, Igor Savin and Wu Zhu
affiliation not provided to SSRN, Henan Agricultural University, Chinese Academy of Agricultural Sciences (CAAS) - Farmland Irrigation Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, Ministry of Natural Resources, China and affiliation not provided to SSRN
Downloads 10 (1,606,395)

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irrigation events detection, Knowledge-Guided Neural-network, stacked differential window

Detection of field-scale winter wheat irrigation events by knowledge-guided stacked-differential-window neural-networks integrating Sentinel-1 SAR and soil moisture

Number of pages: 50 Posted: 07 Apr 2026
Youming Zhang, Guijun Yang, Ping Li, Jinglei Wang, Laigang Wang, Meiling Gao, Xiaodong Yang, Xiaoyu Song, Xian Li, Zhenheng Xu, Zhenhong Li, Igor Savin and Wu Zhu
affiliation not provided to SSRN, Henan Agricultural University, Chinese Academy of Agricultural Sciences (CAAS) - Farmland Irrigation Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences, Beijing Academy of Agriculture and Forestry Sciences, Agricultural Information Institute of Chinese Academy of Agricultural Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, Ministry of Natural Resources, China and affiliation not provided to SSRN
Downloads 9 (1,621,812)

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irrigation events detection, Knowledge-Guided Neural-network, stacked differential window