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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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Dades bibliogràfiques
Publicat a:PeerJ
Autors principals: Ge, Xiangyu, Wang, Jingzhe, Ding, Jianli, Cao, Xiaoyi, Zhang, Zipeng, Liu, Jie, Li, Xiaohang
Format: Artigo
Idioma:Inglês
Publicat: PeerJ Inc. 2019
Matèries:
Accés en línia: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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