Background & Motivation
AgriProAct contributes to the transition towards a more resilient, efficient, and sustainable agricultural system, where decisions are supported by reliable data and forward-looking insights rather than uncertainty.
The Challenge
Agriculture is increasingly exposed to climate variability, extreme weather events, and growing pressure on natural resources. Farmers are required to make critical decisions on irrigation, fertilisation, and crop management under conditions of high uncertainty. At the same time, public authorities need reliable data to design effective policies, monitor environmental impact, and support sustainable agricultural practices. However, existing agricultural systems often rely on fragmented data, delayed information, and reactive decision-making approaches.
The key challenge is not the lack of data, but the lack of integration and usability.
Farmers and policymakers require:
- timely and reliable information
- easy-to-understand insights
- tools that support proactive decision-making
Without this, valuable data remains underutilised and decision-making remains reactive rather than predictive.
The Opportunity
Recent advances in technology offer a unique opportunity to transform agriculture:
- Earth Observation provides continuous, large-scale environmental monitoring
- IoT sensors deliver real-time field-level data
- Weather forecasting models improve short-term predictability
- Artificial Intelligence (AI) enables predictive insights from complex datasets
Despite these advancements, these data sources are rarely integrated into a unified system that delivers clear, actionable insights for end users.
The AgriProAct Approach
AgriProAct addresses this gap by bringing together diverse data sources into a single, intelligent platform.
By combining satellite data, in-situ sensors, and environmental information, the project creates digital representations of agricultural parcels and applies AI models to generate predictive insights.
This enables:
- earlier identification of risks
- optimisation of resource use
- more informed and timely decisions
Improving decision-making in agriculture is critical for:
- reducing water and fertiliser use
- minimising environmental impact
- increasing resilience to climate change
- supporting sustainable food production
At the same time, providing better data and tools to public authorities enables more effective and evidence-based policymaking.