Combination of Fractional Order Differential and Machine Learning Algorithm for Spectral Estimation of Soil Organic Carbon Content

Qidong Zhao; Xiangyu Ge; Jianli Ding; Jingzhe Wang; Zhenhua Zhang; Meiling Tian

doi:10.3788/LOP57.153001

Laser & Optoelectronics Progress, Volume. 57, Issue 15, 153001(2020)

Combination of Fractional Order Differential and Machine Learning Algorithm for Spectral Estimation of Soil Organic Carbon Content

Qidong Zhao^1,2、**, Xiangyu Ge^1,2, Jianli Ding^1,2、*, Jingzhe Wang^1,2,3, Zhenhua Zhang^1,2, and Meiling Tian^1,2

Author Affiliations

¹Key Laboratory of Oasis Ecology, Ministry of Education, Xinjiang University, Urumqi, Xinjiang 830046, China

²Key Laboratory of Smart City and Environmental Modelling of Higher Education Institute, College of Resource and Environmental Sciences, Xinjiang University, Urumqi, Xinjiang 830046, China

³Guangdong Institute of Eco-Environmental Science and Technology, Guangzhou, Guangdong 510650, China

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Qidong Zhao, Xiangyu Ge, Jianli Ding, Jingzhe Wang, Zhenhua Zhang, Meiling Tian. Combination of Fractional Order Differential and Machine Learning Algorithm for Spectral Estimation of Soil Organic Carbon Content[J]. Laser & Optoelectronics Progress, 2020, 57(15): 153001

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Paper Information

Category: Spectroscopy

Received: Nov. 1, 2019

Accepted: Nov. 26, 2019

Published Online: Aug. 4, 2020

The Author Email: Qidong Zhao (zhaoqidong1994@163.com), Jianli Ding (watarid@xju.edu.cn)

DOI:10.3788/LOP57.153001

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology