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Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring

Soil moisture content (SMC) is an important factor that affects agricultural development in arid regions. Compared with the space-borne remote sensing system, the unmanned aerial vehicle (UAV) has been widely used because of its stronger controllability and higher resolution. It also provides a more...

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Bibliografiske detaljer
Udgivet i:PeerJ
Main Authors: Ge, Xiangyu, Wang, Jingzhe, Ding, Jianli, Cao, Xiaoyi, Zhang, Zipeng, Liu, Jie, Li, Xiaohang
Format: Artigo
Sprog:Inglês
Udgivet: PeerJ Inc. 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6501779/
https://ncbi.nlm.nih.gov/pubmed/31110930
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj.6926
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