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Yongsheng Hong

Wuhan University

SCHOLARLY PAPERS

6

DOWNLOADS

277

TOTAL CITATIONS

2

Scholarly Papers (6)

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1.

Hyperspectral Inversion of Soil Organic Matter Based on Improved Ensemble Learning Method

Downloads 72 (867,774)
Citation 1

Hyperspectral Inversion of Soil Organic Matter Based on Improved Ensemble Learning Method

Number of pages: 21 Posted: 30 Oct 2024
Junjie Liu, Yongsheng Hong, Bifeng Hu, Songchao Chen, Jia Deng, Keyang Ying, Jiao Lin, peng jie and Zhou Shi
Tarim University, Wuhan University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, Tarim University, Tarim University, Tarim University and Zhejiang University
Downloads 47 (1,131,842)
Citation 1

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ensemble strategy, Visible-Near infrared spectroscopy, Soil Organic Matter, Grid search, weight allocation

Hyperspectral Inversion of Soil Organic Matter Based on Improved Ensemble Learning Method

Number of pages: 25 Posted: 05 Mar 2025
Junjie Liu, Yongsheng Hong, Bifeng Hu, Songchao Chen, Jia Deng, Keyang Ying, Jiao Lin, peng jie, Zhou Shi and Defang Luo
Tarim University, Wuhan University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, Tarim University, Tarim University, Tarim University, Zhejiang University and Tarim University
Downloads 25 (1,430,393)

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ensemble strategy, Visible-Near infrared spectroscopy, Soil organic matter, Grid search, weight allocation

2.

Pixel-wise spectral correction framework for soil total carbon mapping: integrating hyperspectral image and laboratory Vis–NIR spectra

Number of pages: 32 Posted: 04 Sep 2025
Jiaxue Wang, Yiyun Chen, Yujiao Wei, Bo Wang, Shuangyin Zhang, Yongsheng Hong, Chen Wu, Huanfeng Shen and Abdul M. Mouazen
Wuhan University, Wuhan University, Wuhan University, Wuhan University, Changjiang River Scientific Research Institute, Wuhan University, Wuhan University, Wuhan University and Ghent University
Downloads 45 (1,121,190)

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Hyperspectral image, Gaofen-5 satellite, laboratory Vis-NIR spectra, spectral correction, soil total carbon

3.

Improving Hyperspectral Prediction Accuracy of Soil Organic Matter Using Novel Cascaded Optimization Methods and Super Ensemble Model

Number of pages: 20 Posted: 21 Dec 2024
Jia Deng, Yongsheng Hong, Bifeng Hu, Songchao Chen, Junjie Liu, Yu Wang, peng jie and Zhou Shi
Tarim University, Wuhan University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, affiliation not provided to SSRN, Tarim University and Zhejiang University
Downloads 45 (1,121,190)
Citation 1

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Super ensemble model, Near infrared spectroscopy, Soil organic matter, Cascade optimization, Computing resource

4.

A novel hyperspectral soil transfer strategy for global thinking

Number of pages: 43 Posted: 13 Nov 2025
Jia Deng, Chongcan Wu, Bifeng Hu, Yu Wang, Huixia Li, Junjie Liu, Yongsheng Hong, peng jie and Zhou Shi
Tarim University, affiliation not provided to SSRN, Jiangxi University of Finance and Economics, affiliation not provided to SSRN, Tarim University, Tarim University, Wuhan University, Tarim University and Zhejiang University
Downloads 42 (1,196,171)

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Transfer strategy, Near infrared spectroscopy, Domain adaptive technology, GAN, Soil organic matter, Soil spectral library

5.

General research on soil spectral modeling based on CNN-Transformer hybrid architecture and transfer learning ​

Number of pages: 30 Posted: 22 Oct 2025
Junjie Liu, peng jie, Huixia Li, Bifeng Hu, Yu Wang, Jia Deng, Yongsheng Hong and Zhou Shi
Tarim University, Tarim University, Tarim University, Jiangxi University of Finance and Economics, affiliation not provided to SSRN, Tarim University, Wuhan University and Zhejiang University
Downloads 41 (1,209,354)

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transfer learning, Pre-training fine-tuning, Soil organic matter, Soil spectral library, Large model

6.

Improve the Hyperspectral Prediction of Soil Organic Matter Through Dynamic Weight Allocation and the Number of Optimal Model Integrations

Number of pages: 24 Posted: 17 May 2025
Junjie Liu, Yongsheng Hong, Bifeng Hu, Songchao Chen, Jia Deng, Chunhui Feng and peng jie
Tarim University, Wuhan University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, Tarim University and Tarim University
Downloads 32 (1,345,526)

Abstract:

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Ensemble method, Visible-Near infrared spectroscopy, Dynamic weight allocation, Soil organic matter, Data structure