This document summarizes the work of F. Javier Zarazaga-Soria on digital transformation projects related to autonomous agriculture. It outlines several projects using artificial intelligence and data integration/analysis to predict agricultural commodity prices, develop new geospatial frameworks, create open data ecosystems, implement precision farming technologies, develop digital twins for farms, optimize farming processes, and strategically advance standardization and funding opportunities in the agricultural sector.

1. Digital Transformation of the Agricultural
Sector: Towards Autonomous Agriculture
F. Javier Zarazaga-Soria
IAAA – I3A, University of Zaragoza (Spain)

2. 13-jun.-23 2
Autonomous
Agriculture

3. 13-jun.-23 3
Autonomous
Agriculture

4. Agriculture and livestocks price prediction
 Uso de Inteligencia artificial para medir la influencia de los
informes técnicos en la fijación de precio del vacuno
 Using artificial intelligence to measure the influence of technical reports
on beef pricing
 Second phase of the work
 Pork price prediction based on neural networks
 Used by Lonja Binefar
https://www.informelonja.es
GCP2022001600

5. AgroDGGS
 Discrete global grid systems as a new geospatial framework to
support the digital transformation in the agricultural sector
 New models for geographic information representation
 Representation capacity vs classic models
 Transformation and ingest from classic models
 Better for AI integration
 Applied to agricultural scenarios
https://www.iaaa.es/agrodggs
PID2020-113353RB-I00

6. The ODECO project
 Towards a sustainable Open Data ECOsystem
 H2020-MSCA-ITN-2020
Marie Skłodowska-Curie Innovative Training Network initiative
 2 Early Stage Researchers
 Open data availability, use and integration
 Data lakes as frameworks for open data integration
 Software architectures
 Data transformation
 Data inference => virtual data
https://odeco-research.eu
Grant agreement
955569

7. APOYAS
 Agricultura de Precisión en Almendro y Olivar de Secano
 Precision Farming in Almond and Olive groves
 Onboard data acquisition
 Software architecture
 Data connection & integration
 Information systems interoperability
GCP2021002100

8. GEDEFEC (Fases I & II)
 GEmelo Digital para Explotaciones de Frutos sEcos de Cáscara
 Digital Twin for Nuts Farms
 Digital twin for nuts farms
 Software architecture
 Data integration
 Prototyping
https://www.gedefec.es
AEI-010500-2021b-122
AEI-010500-2022b-61

9. Agroslab-GO
 Geolocalización y optimización de los procesos agrarios en
entornos abiertos
 Geolocation and Optimization of farming processes in open environments
 Onboard data acquisition
 Software architecture / Data connection & integration / Information
systems interoperability
 Systems command
 Automatic working-orders generation
 Fixing rules for actuators
Authorization / Denegation of operations
https://www.agroslab.com/geolocalizacion-y-optimizacion/
RTC-2016-4790-2

10. Strategic view
 R&D teams & companies observatory
 Synergies creation
 Political aspects involved
 Public bodies initiatives
GAIA-X
 Regulations
 …
 Standardization
 Looking for funding opportunities
 European / National / Regional / Private

11. @jazarso
javy@unizar.es