Data analytics provider SAS alighted on World Bee Day right this moment to advertise three tasks associated to the honey-making pollinator.
Firstly, the corporate mentioned it had decoded bee communication by machine studying in an effort to maximise bee meals entry and enhance human meals provides.
The second undertaking it highlighted was what it described as a “non-invasive way to monitor real-time conditions of beehives through auditory data and machine learning algorithms”.
The third undertaking was a World Bee Count undertaking, undertaken with Appalachian State University, aimed toward visualising world bee inhabitants information.
Oliver Schabenberger, COO and CTO of SAS, mentioned in an announcement: “By applying advanced analytics and artificial intelligence to beehive health, we have a better shot as a society to secure this critically important part of our ecosystem and, ultimately, our food supply.”
In an SAS hackathon in March this 12 months, a group from Beefutures and Amesto NextBridge, a SAS reseller, carried the day with a machine studying undertaking centered on bees’ entry to meals. This is necessary as a result of bee populations are in decline due to monoculture farming. When bees discover a good meals supply, they arrive again to the hive to speak its precise location by a “waggle dance”.
Kjetil Kalager, lead of the Amesto NextBridge and Beefutures group, mentioned: “Observing all of those dances manually is nearly unimaginable, however by utilizing video footage from contained in the hives and coaching machine studying algorithms to decode the dance, we will higher perceive the place bees are discovering meals.
“We carried out this info, together with hive coordinates, solar angle, time of day and agriculture across the hives into an interactive map in SAS Viya [a suite of cloud-based SAS analytics tools] after which beekeepers can simply decode this hive info and relocate to raised suited environments, if obligatory.”
SAS additionally mentioned researchers from its web of issues (IoT) division are creating a bioacoustic monitoring system to non-invasively observe real-time circumstances of beehives utilizing digital sign processing instruments and machine studying algorithms obtainable in SAS Event Stream Processing and SAS Viya software program.
This system helps beekeepers to raised perceive and predict hive issues which might result in colony failure, together with the emergence of recent queens – one thing they’d not usually have the ability to detect.
The firm additionally took benefit of World Bee Day to advertise a knowledge visualisation that maps out bees “counted” across the globe for the World Bee Count, an initiative co-founded by the Centre for Analytics Research and Education at Appalachian State University.
Joseph Cazier, professor and government director on the college’s Centre for Analytics Research and Education, mentioned: “The World Bee Count permits us to crowdsource bee information to each visualise our planet’s bee inhabitants and create one of many largest, most informative datasets about bees to this point.
“SAS’s data visualisation will show the crowdsourced location of bees and other pollinators. In a later phase of the project, researchers can overlay key data points, such as crop yield, precipitation and other contributing factors of bee health, gathering a more comprehensive understanding of our world’s pollinators.”
In early May, the World Bee Count app was launched so as to add information to the Global Pollinator Map. Within the app, beekeepers can enter the variety of hives they’ve, and any person can submit footage of pollinators from their digicam roll or by the in-app digicam. Through SAS Visual Analytics, SAS has created a visualisation map to show the photographs that customers submit by way of the app.