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SFScon22 - Johannes Erschbamer - Know your farm How data-driven decisions are transforming agriculture.pdf

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SFScon22 - Johannes Erschbamer - Know your farm How data-driven decisions are transforming agriculture.pdf

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Climate, topography and soil are some of the most important factors for growing a wide variety of crops and significantly affect yield quality and quantity.

With KULTIVAS, we pursue the goal of helping South Tyroleans agriculture with hard and far-reaching decisions, by using Big Data and state-of-the-art machine learning methods. Our automated system collects data from various open and proprietary sources and calculates forecasting and interpolation models for different parameters, such as start of flowering, precipitation amounts and sunshine hours in orchards.

Climate, topography and soil are some of the most important factors for growing a wide variety of crops and significantly affect yield quality and quantity.

With KULTIVAS, we pursue the goal of helping South Tyroleans agriculture with hard and far-reaching decisions, by using Big Data and state-of-the-art machine learning methods. Our automated system collects data from various open and proprietary sources and calculates forecasting and interpolation models for different parameters, such as start of flowering, precipitation amounts and sunshine hours in orchards.

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SFScon22 - Johannes Erschbamer - Know your farm How data-driven decisions are transforming agriculture.pdf

  1. 1. 1 Know your farm! How data-driven decisions are transforming agriculture Johannes Erschbamer Solution Manager @ KONVERTO AG
  2. 2. 2 What’s happening? Agriculture Organic production Shifting demographics Climate crisis Growing population Soil erosion Biodiversity loss Demanding consumers More food with higher quality Keep young farmers inspired Resilience against global economy factors Extreme weather Soil exhaustion Increased labor costs Clean energy Resource conflicts Higher productivity Labor shortage
  3. 3. 3 Irrigation techniques © Kevin Dooley, Attribution 2.0 Generic © Dwayne Madden, Attribution 2.0 Generic © Ryo Chijiiwa, Attribution 2.0 Generic
  4. 4. 4 Apple harvest © Südtiroler Apfelkonsortium © Südkurier, Claudia Ladwig © Nationalgeographic, Spencer Lowell
  5. 5. 5 Crop protection © Biological Control Research Institute of Türkiye © Waibl Sprayers © InsightTRAC
  6. 6. 6 DATA © Manel Torralba, Attribution 2.0 Generic
  7. 7. 7
  8. 8. 8 With KULTIVAS we combine data and science… …to help people make better decisions
  9. 9. 9 Platform architecture Simplified overview of technical components
  10. 10. 10 #1: Variety-Location
  11. 11. 11 #1: Variety-Location
  12. 12. 12 #1: Variety-Location
  13. 13. 13 #2: Atlas
  14. 14. 14 #2: Atlas
  15. 15. 15 #2: Atlas
  16. 16. 16 #2: Atlas
  17. 17. 17 #2: Atlas
  18. 18. 18 #2: Atlas
  19. 19. 19 #2: Atlas
  20. 20. 20 • Collaboration with Eurac Research to assess and map the impacts of future climate conditions in South Tyrol • Generate high-resolution datasets and maps; predicting future climate conditions, like temperature and precipitation amount • Understand the cultivar sensitivity to climate change (grapevines, apple orchards) • Support stakeholders in fruit cooperatives, organizations and policy makers with adaption and cultivation decisions • Research and development starts beginning of 2023 #3: ClimSmart
  21. 21. 21 Johannes Erschbamer @ersjoh Data. Insights. Better decisions. Let’s connect

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