Using Different Data Mining Algorithms to Predict Soil Organic Matter Based on Visible-Near Infrared Spectroscopy

JI Wen-jun; LI Xi; LI Cheng-xue; ZHOU Yin; SHI Zhou

doi:10.3964/j.issn.1000-0593(2012)09-2393-06

Journals >Spectroscopy and Spectral Analysis >Volume 32 >Issue 9 >Page 2393 > Article

Spectroscopy and Spectral Analysis
Vol. 32, Issue 9, 2393 (2012)

Using Different Data Mining Algorithms to Predict Soil Organic Matter Based on Visible-Near Infrared Spectroscopy

JI Wen-jun^1、*, LI Xi¹, LI Cheng-xue², ZHOU Yin¹, and SHI Zhou^1、3

Author Affiliations

¹[in Chinese]

²[in Chinese]

³[in Chinese]

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DOI: 10.3964/j.issn.1000-0593(2012)09-2393-06 Cite this Article

JI Wen-jun, LI Xi, LI Cheng-xue, ZHOU Yin, SHI Zhou. Using Different Data Mining Algorithms to Predict Soil Organic Matter Based on Visible-Near Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2012, 32(9): 2393 Copy Citation Text

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References

[1] Viscarra Rossel R A, Cattle S R, Ortega A, et al. Geoderma, 2009, 150: 253.

[3] Stenberg B, Viscarra Rossel R A, Mouazen A M, et al. Advances in Agronomy, 2010, 107: 163.

[7] Joel B S, David J B, Melisa L B, et al. Geoderma, 2008, 148: 149.

[8] Volkan Bilgili A, van Es H M, Akbas F, et al. Journal of Arid Environments, 2010, (74): 229.

[9] Viscarra Rossel R A, Behrens T. Geoderma, 2010, 158: 46.

[11] Tormod N, tomas I, Tom F, et al. Auser-Friedly Quide to Multivariate Calibration and Classification. Chicester, UK: NIR Publications, 2002. 27.

CLP Journals

[1] Wang Qianlong, Li Shuo, Lu Yanli, Peng Jie, Shi Zhou, Zhou Lianqing. Nitrogen Content Inversion Based on Large Sample Soil Spectral Library[J]. Acta Optica Sinica, 2014, 34(9): 930003

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