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Saturday, November 17 • 3:45pm - 4:20pm
Understanding World food economy with satellite images

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It has become possible to observe the growing process from satellites daily at a global scale. Based on it we can identify and share agriculture-specific signals (insights) like - presence of farming activity, presence of irrigation systems, crop classification and productivity assessment. A pipeline starts with a set of images specifically designed for daily monitoring the growth of commodity crops: corn, soybean, rice and wheat. To process this data we use our processing and delivery system with ML (boosting) used for understanding vegetation patterns and AI for scaling the models on other climate zones.

Speakers
avatar for Aleksandra Kudriashova

Aleksandra Kudriashova

Senior Software Engineer, Astro Digital
MS in Computer Science from MIPT and Skoltech (Russia) and MIT (US). Head of Data at Astro Digital - Satellite Mission as a Service company. Aleksandra has designed and developed the high-level product vision, data processing infrastructure and use of data workflows.Previously she... Read More →


Saturday November 17, 2018 3:45pm - 4:20pm
data

Attendees (8)