Red Soil Organic Matter Content Prediction Model Based on Dilated Convolutional Neural Network

DENG Yun; WU Wei; SHI Yuan-yuan; CHEN Shou-xue

doi:10.3964/j.issn.1000-0593(2024)10-2941-12

Spectroscopy and Spectral Analysis, Volume. 44, Issue 10, 2941(2024)

Red Soil Organic Matter Content Prediction Model Based on Dilated Convolutional Neural Network

DENG Yun1...2, WU Wei1,2, SHI Yuan-yuan3, and CHEN Shou-xue12,* |Show fewer author(s)

Author Affiliations

¹Guangxi Key Laboratory of Embedded Technology and Intelligent System, Guilin　541006, China

²School of Information Science and Engineering, Guilin University of Technology, Guilin　541006, China

³Guangxi Zhuang Autonomous Region Forestry Research Institute, Nanning　530002, China

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References(9)

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[12] [12] Donoho D L, Johnstone I M. Biometrika, 1994, 81(3): 425.

[13] [13] Galvao R K H, Araujo M C U, Jos G E, et al. Talanta, 2005, 67(4): 736.

[14] [14] Yu F, Koltun V. Multi-Scale Context Aggregation by Delated Convolutions, CoRR, 2015, abs/1511.07122.

[15] [15] Khalfaoui-Hassani I, Pellegrini T, Masquelier T. Dilated Covolution with Learnable Spacings, ICLR 2023, arXivpreprintarXiv: 2112. 03740, 2021.

[19] [19] Qiao X, Wang C, Feng M, etal. Spectroscopy Letters, 2017, 50(3): 156.

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DENG Yun, WU Wei, SHI Yuan-yuan, CHEN Shou-xue. Red Soil Organic Matter Content Prediction Model Based on Dilated Convolutional Neural Network[J]. Spectroscopy and Spectral Analysis, 2024, 44(10): 2941

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Paper Information

Received: Aug. 23, 2023

Accepted: Jan. 16, 2025

Published Online: Jan. 16, 2025

The Author Email: Shou-xue CHEN (7666817@qq.com)

DOI:10.3964/j.issn.1000-0593(2024)10-2941-12

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