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Liuchang Xu

Zhejiang Agriculture and Forestry University

SCHOLARLY PAPERS

4

DOWNLOADS

264

TOTAL CITATIONS

1

Scholarly Papers (4)

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1.

Carbon Emission Estimation at the Urban Functional Zone Scale: Integrating Multi-Source Data and Machine Learning Approach

Number of pages: 41 Posted: 28 Sep 2024
Cui Wang, Liuchang Xu, Xinyu Zheng, Yiming Hua, Tao He and Xingyu Xue
Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, affiliation not provided to SSRN, Zhejiang Agriculture and Forestry University and Zhejiang Agriculture and Forestry University
Downloads 87 (759,537)

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carbon emissions, urban functional zones, spatial distribution, machine learning

2.

A 3d-2dcnn-Ca Approach for Enhanced Classification of Hickory Tree Species Using Uav Hyperspectral Data

Downloads 74 (844,901)
Citation 1

A 3d-2dcnn-Ca Approach for Enhanced Classification of Hickory Tree Species Using Uav Hyperspectral Data

Number of pages: 22 Posted: 28 Sep 2023
Liuchang Xu, Chenghao Lu, Tong Zhou, Jian Wu and Hailin Feng
Zhejiang Agriculture and Forestry University, affiliation not provided to SSRN, Zhejiang Agriculture and Forestry University, affiliation not provided to SSRN and Zhejiang Agriculture and Forestry University
Downloads 43 (1,170,161)
Citation 1

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Hickory Forest classification, UAV hyperspectral, Convolutional neural network, Attention mechanism, Hickory genus

A 3d-2dcnn-Ca Approach for Enhanced Classification of Hickory Tree Species Using Uav Hyperspectral Data

Number of pages: 22 Posted: 23 Oct 2023
Liuchang Xu, Chenghao Lu, Tong Zhou, Jian Wu and Hailin Feng
Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, affiliation not provided to SSRN and Zhejiang Agriculture and Forestry University
Downloads 31 (1,341,098)

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Hickory Forest classification, UAV Hyperspectral, Convolutional neural network, Attention mechanism, Hickory genus

3.

Enhancing Canopy Nitrogen Estimation in Torreya Grandis Based on Advanced Slic-Evi and Hmt-Secnn Methods Using Hyperspectral Uav Data

Number of pages: 25 Posted: 18 Sep 2024
Liuchang Xu, Xinyuan Su, Ketao Wang, Tong Zhou, Chenghao Lu, Junqi Niu, Xiaocheng Jin, Jianqin Huang and Hailin Feng
Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University, Zhejiang Agriculture and Forestry University and Zhejiang Agriculture and Forestry University
Downloads 64 (924,743)

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UAV hyperspectral imaging, Torreya Grandis nitrogen content estimation, SLIC-EVI, HMT, seCNN

4.

Multi-Step Forecasting of Chlorophyll-A Concentration in Coastal Waters Through Wavelet Dense Attention Transformer Model

Number of pages: 37 Posted: 05 Aug 2025
Mengjiao Qin, Ruyi Xu, Liuchang Xu, jiang xi Chen, Xijiang Chen and Zhenhong Du
Wuhan University of Technology, Zhejiang A&F University, Zhejiang Agriculture and Forestry University, Wuhan University of Technology, Wuhan University of Technology and Zhejiang University
Downloads 39 (1,209,354)

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Chlorophyll-a concentration, Wavelet Dense Attention Transformer model, Harmful algal blooms, times series, multi-step forecasting