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Did you know that plant diseases cost the global economy around $220 billion per year, with 20–40% of crop production lost to pests? Last week, the Deep Planet team caught up with its grant partners for the VineAI: Artificial Intelligence for Disease Management project funded by Innovate UK. Our goal is to generate weekly alerts and disease risk maps for botrytis, powdery mildew and downy mildew in the vineyard. Mildew and botrytis, particularly the fungus Botrytis cinerea (gray mold), can significantly impact grapes by causing substantial yield losses, reducing fruit quality, and affecting the taste of wine due to the decay of berries. Fungal diseases annually have a 5-10% yield impact on the global grape crop. This create a huge economic impact to the industry. Our machine learning models combine extensive disease sampling from the project with variables in satellite imagery and climate data, and have demonstrated disease risk detection at impressive accuracies - over 90% precision. These models will be extended to other crops that suffer from similar fungal diseases. Thanks to Belinda Kemp PhD and our grant partners Niab, Growing Kent & Medway, along with our forward thinking UK Grower and Wine Estate partners for your continued support and feedback. Read about our work here https://lnkd.in/givbgi6v Reach out to us at hello@deepplanet.ai.

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Sushma Shankar

Climate Tech Entrepreneur, Engineer and Co-founder of Deep Planet

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With increasing climate risk and regulatory frameworks around chemical application, using data and AI to adapt integrated diseases management strategies on the field has become critical. We have an exciting case study on the project coming out soon! Thanks to Dominic Hill and Growing Kent & Medway team for the support!

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