Harnessing UAVs and deep learning for accurate grass weed detection in wheat fields: a study on biomass and yield implications

Abstract Weeds are undesired plants competing with crops for light, nutrients, and water, negatively impacting crop growth. Identifying weeds in wheat fields accurately is important for precise pesticide spraying and targeted weed control. Grass weeds in their early growth stages look very similar t...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Tao Liu, Yuanyuan Zhao, Hui Wang, Wei Wu, Tianle Yang, Weijun Zhang, Shaolong Zhu, Chengming Sun, Zhaosheng Yao
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2024-09-01
coleção:	Plant Methods
Assuntos:	Grass weeds Wheat field Unmanned aerial vehicles (UAVs) Deep learning algorithm Hyperspectral imaging
Acesso em linha:	https://doi.org/10.1186/s13007-024-01272-6
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!