Estimation of soil salt content by combining UAV-borne multispectral sensor and machine learning algorithms

Soil salinization is a global problem closely related to the sustainable development of social economy. Compared with frequently-used satellite-borne sensors, unmanned aerial vehicles (UAVs) equipped with multispectral sensors provide an opportunity to monitor soil salinization with on-demand high s...

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Hlavní autoři: Guangfei Wei, Yu Li, Zhitao Zhang, Yinwen Chen, Junying Chen, Zhihua Yao, Congcong Lao, Huifang Chen
Médium: Artigo
Jazyk:Inglês
Vydáno: PeerJ Inc. 2020-04-01
Edice:PeerJ
Témata:
Soil salt content
Unmanned aerial vehicle (UAV)
Multispectral sensor
Variable selection methods
Machine learning algorithms
Estimation models
On-line přístup:https://peerj.com/articles/9087.pdf
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