Soil pH Prediction Based on Convolution Neural Network and Near Infrared Spectroscopy

TANG Yong-sheng; CHEN Zheng-guang

doi:10.3964/j.issn.1000-0593(2021)03-0892-06

Journals >Spectroscopy and Spectral Analysis >Volume 41 >Issue 3 >Page 892 > Article

Spectroscopy and Spectral Analysis
Vol. 41, Issue 3, 892 (2021)

Soil pH Prediction Based on Convolution Neural Network and Near Infrared Spectroscopy

TANG Yong-sheng^* and CHEN Zheng-guang

Author Affiliations

[in Chinese]

show less

DOI: 10.3964/j.issn.1000-0593(2021)03-0892-06 Cite this Article

TANG Yong-sheng, CHEN Zheng-guang. Soil pH Prediction Based on Convolution Neural Network and Near Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2021, 41(3): 892 Copy Citation Text

show less

References

[1] Ferreira E C, Neto J G, Milori D M, et al. Spectrochimica Acta Part B: Atomic Spectroscopy, 2015, 110: 96.

[2] Patil S, Ghadi H, Ramgir N, et al. Sensors and Actuators B: Chemical, 2019, 286: 583.

[8] LeCun Y, Kavukcuoglu K, Farabet C. Convolutional Network and Application in Vision. Proceedings of 2010 IEEE International Symposium on Circuits and Systems, 2010: 253.

[9] Sarikaya R, Hinton G E, Deoras A. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2014, 22(4): 778.

[10] Abdel-Hamid O, Mohamed A R, Jiang H, et al. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2014, 22(10): 1533.

[11] Panagos P, Meusburger K, Ballabio C, et al. Science of the Total Environment, 2014, 479: 189.

[12] Rossel R V, Behrens T. Geoderma, 2010, 158(1-2): 46.

[13] Yang M, Xu D, Chen S, et al. Sensors, 2019, 19(2): 263.

[14] Padarian J, Minasny B, McBratney A B. Geoderma Regional, 2019, 16: e00198.

TANG Yong-sheng, CHEN Zheng-guang. Soil pH Prediction Based on Convolution Neural Network and Near Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2021, 41(3): 892

Download Citation

Tools

Save the article for my favorites

Paper Information