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Collaborative project: UAV based monitoring system for spider mites in greenhouse cultivation - subproject 6 (MiteSens)
Project
Project code: 2818514F18
Contract period: 01.02.2020
- 31.03.2023
Budget: 88,823 Euro
Purpose of research: Applied research
Keywords: horticulture, digital world, resource protection, resource efficiency, sensor technology, greenhouse cultivation / protected cultivation, monitoring
"The aim of MiteSens was a UAV-based monitoring system for spider mites in greenhouse cultivation that can detect and display early infestations of plant leaves with spider mites as well as monitor appropriate control measures.
During the project, test plants were infected with reared spider mites. More than 5000 hyperspectral leaf images were captured, processed using artificial intelligence and the probability of infestation with spider mites was classified into three classes. For the UAV-based monitoring, a UAV was built and equipped with a newly developed flight control, which continuously determines the current position and orientation of the UAV in space and enables it to fly around obstacles as well as allows the georeferencing of the recorded spectral image data. The final visualization of the infestation classes was realized in the ETRF89-referenced greenhouse floor plan in a 0.5 m grid."
Section overview
Subjects
- Crop Protection
- Arboriculture
- Horticulture
- Vegetable Gardening
Framework programme
Funding programme
Excutive institution
State Horticultural College and Research Institute (LVG), Baden Württemberg (LVG)
Funding institution
Project management agencies
Associated projects: MiteSens
- Collaborative project: UAV based monitoring system for spider mites in greenhouse cultivation - subproject 1
- Collaborative project: UAV based monitoring system for spider mites in greenhouse cultivation - subproject 2
- Collaborative project: UAV based monitoring system for spider mites in greenhouse cultivation - subproject 3
- Collaborative project: UAV based monitoring system for spider mites in greenhouse cultivation - subproject 4
- Collaborative project: UAV based monitoring system for spider mites in greenhouse cultivation - subproject 5
- Collaborative project: UAV based monitoring system for spider mites in greenhouse cultivation - subproject 7
