~/talk

Scalable Data Flow Management for Smart Farming Digital Twins

on YouTube 27m
Talkat DSC Europe 23 · 2023-11-20..11-24· [data-engineering]

speaker

name:Mihailo Ilic
links:none on file

resources

video:https://youtu.be/Yatdf9Br3K8
slides:none on file

summary

Claims a working interoperability stack that feeds actionable digital twins to reduce chemical use (aligned with EU targets of 50% pesticide and 20% fertilizer cuts by 2030). Architecture uses retrofitted autonomous tractors with RGB and stereo cameras plus Edge AI (weed/pest/nitrogen/canopy detection), a cloud digital twin running WOFOST-style simulations, and a data hub built on Orion Context Broker and NGSI-L with the Smart AgriFood vocabulary; prototype pipeline is deployed in Horizon 2020 Smart Dropless pilots in Lithuania and Spain for wheat and apple orchards, with pilots validating end-to-end data flow rather than final yield reductions.

AI-written summary · about

chapters (11)

  1. 0:00Introduction
  2. 1:53Smart farming interoperability
  3. 3:59Interoperability explained
  4. 6:07Smart Droplets project
  5. 8:15Actionable digital twins
  6. 11:24Autonomous data collection
  7. 15:57System interoperability
  8. 17:26Choosing agricultural ontologies
  9. 20:57NGSI-LD interoperability
  10. 24:26Use case walkthrough
  11. 26:13Conclusion

related talks

~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.