Results
Data collection protocols
12 Data collection protocols
(3 per technology: Proximal, Remote sensing, IoT, crowdsourcing)
Pest models
3 Pest models for Fungus, Bacteria & Virus
Smartphone application
(for Android & iOS)
1 Smartphone app for collecting data through crowdsourcing
Cost benefit analysis
6 cost-benefit analyses
(1 per Use Case Pilot)
AI algorithms
for pest detection both for proximal and remote sensing
AI Detection models:
- 6 for fungal diseases (3 proximal, 3 remote),
- 4 for bacterium (2 proximal, 2 remote),
- 6 for viral (3 proximal, 3 remote) and
- 3 for insects (proximal)
STELLA Pest Surveillance System (PSS)
STELLA PSS comprised of: STELLA Data model with domain data standards and interoperability enablers,
3 Subsystems and
1 legal framework for data sharing in accordance with EU Code of conduct on agricultural data sharing
E-learning
platform
1 E-learning platform with multimodal learning material on the use and exploitation of the STELLA Pest Surveillance System (PSS)
Policy analysis
- 1 Policy analysis on plant health, agricultural/environmental policies and governance frameworks
- 29+ Interviews with policy makers
- 35+ Interviews with individuals
STELLA Datasets
10TB+ of data (EO, AI, agronomical) and corresponding metadata
Guidelines for system implementation
2 booklets including guidelines and know how for: system implementation, tested and improved data collection standards and strategies
Policy toolbox
1 Policy toolbox including:
5 Policy briefs and
60 Practice abstracts
Policy design Roadmap
5 Open access scientific publications based on the policy briefs (1 per policy brief)