Cargando…
Early Detection of Aphid Infestation and Insect-Plant Interaction Assessment in Wheat Using a Low-Cost Electronic Nose (E-Nose), Near-Infrared Spectroscopy and Machine Learning Modeling
Advances in early insect detection have been reported using digital technologies through camera systems, sensor networks, and remote sensing coupled with machine learning (ML) modeling. However, up to date, there is no cost-effective system to monitor insect presence accurately and insect-plant inte...
Autores principales: | Fuentes, Sigfredo, Tongson, Eden, Unnithan, Ranjith R., Gonzalez Viejo, Claudia |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434653/ https://www.ncbi.nlm.nih.gov/pubmed/34502839 http://dx.doi.org/10.3390/s21175948 |
Ejemplares similares
-
Integrating a Low-Cost Electronic Nose and Machine Learning Modelling to Assess Coffee Aroma Profile and Intensity
por: Gonzalez Viejo, Claudia, et al.
Publicado: (2021) -
Digital Assessment and Classification of Wine Faults Using a Low-Cost Electronic Nose, Near-Infrared Spectroscopy and Machine Learning Modelling
por: Gonzalez Viejo, Claudia, et al.
Publicado: (2022) -
Assessment of Smoke Contamination in Grapevine Berries and Taint in Wines Due to Bushfires Using a Low-Cost E-Nose and an Artificial Intelligence Approach
por: Fuentes, Sigfredo, et al.
Publicado: (2020) -
Early Detection of Fusarium oxysporum Infection in Processing Tomatoes (Solanum lycopersicum) and Pathogen–Soil Interactions Using a Low-Cost Portable Electronic Nose and Machine Learning Modeling
por: Feng, Hanyue, et al.
Publicado: (2022) -
Urban Green Infrastructure Monitoring Using Remote Sensing from Integrated Visible and Thermal Infrared Cameras Mounted on a Moving Vehicle
por: Fuentes, Sigfredo, et al.
Publicado: (2021)