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

Journals >Spectroscopy and Spectral Analysis >Volume 44 >Issue 10 >Page 2941 > Article

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

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

DENG Yun^1,2, WU Wei^1,2, SHI Yuan-yuan³, and CHEN Shou-xue^1,2,*

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

show less

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

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 Copy Citation Text

show less

References

[6] Shen L, Gao M, Yan J, et al. Remote Sensing, 2020, 12(7): 1206.

[7] Xu X, Chen S, Xu Z, et al. Remote Sensing, 2020, 12(22):3765.

[9] Carvalho J K, Moura-Bueno J M, Ramon R, et al. Geoderma Regional, 2022, 29: e00530.

[10] Hu W, Huang Y, Wei L, et al. Journal of Sensors, 2015, 2015: 258619.

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

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

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

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

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

Download Citation

Save the article for my favorites

Paper Information

微信扫一扫：分享

微信扫一扫：分享