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Guijun Yang

Beijing Academy of Agriculture and Forestry Sciences

SCHOLARLY PAPERS

3

DOWNLOADS

144

TOTAL CITATIONS

14

Scholarly Papers (3)

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1.

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

Abstract:

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

2.

Uav-Based High-Throughput Phenotyping of Plant Nitrogen Concentration Across Soybean Genotypes and its Utility in Screening High-Yield Varieties

Number of pages: 31 Posted: 03 Sep 2024
Chen Yang, Guijun Yang, Haorang Wang, Jiaoping Zhang, Changchun Li, Di Pan, Pengting Ren, Dan Zhao and Heli Li
affiliation not provided to SSRN, Beijing Academy of Agriculture and Forestry Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, Henan Polytechnic University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Beijing Academy of Agriculture and Forestry Sciences
Downloads 47 (1,097,529)

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UAV, high-throughput phenotyping, plant nitrogen concentration, deep learning, Varieties screening

3.

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 44 (1,133,231)

Abstract:

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