Improved Monitoring of Honey bee Colony Strength via Audio IoT Sensors, Modulation Tensorgrams and Recurrent Neural Networks
- View PDF Abstract:Honey bees (Apis mellifera) play a crucial role in agriculture and ecosystem stability as key pollinators of crops and wild plants.
- As such, monitoring hive strength remotely with Internet of Things (IoT) sensors has become a crucial task.
- Previously, handcrafted features extracted from the modulation spectrum of audio IoT devices were shown to improve acoustic monitoring of colony strength.
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- View PDF Abstract:Honey bees (Apis mellifera) play a crucial role in agriculture and ecosystem stability as key pollinators of crops and wild plants.
- As such, monitoring hive strength remotely with Internet of Things (IoT) sensors has become a crucial task.
- Previously, handcrafted features extracted from the modulation spectrum of audio IoT devices were shown to improve acoustic monitoring of colony strength.
Sources: Arxiv