Data Analysis for Nature-Based Design

Service Description

FXC Reference Number: DICH25217 This service provides an AI-driven framework for marine ecosystem data aggregation, organisation, and curation, supporting nature-based infrastructure design. It applies computational techniques and machine learning algorithms to generate high-quality datasets for predictive modelling and scenario analysis. AI-powered geospatial analysis is used to identify and prioritise Areas of Interest (AOIs) in marine environments. These AOIs are selected using pattern recognition and data mining methodologies to optimise model testing and development. Once AOIs are identified, data is integrated from multiple sources, including: Satellite imagery; Remote sensing; In-situ environmental measurements; Publicly available databases, covering: Bathymetry, Substrate composition, Wave height dynamics, Ocean currents Marine Protected Area (MPA) locations, Marine mammal distributions, Invasive species distributions. AI-driven correlation analysis reveals ecosystem interactions, while scenario modelling using generative AI provides a robust foundation for infrastructure planning. What to Expect: This service follows a structured, two-phase approach: Phase 1: AOI Identification • AI-powered geospatial analysis to identify ecologically and infrastructurally significant zones. • Multi-criteria analysis to optimise model selection. Phase 2: Data Collection & Curation • Multi-source data integration and preprocessing, ensuring quality, consistency, and interoperability. Customer Expectations & Service Delivery: • 8 days of online consultation covering technical requirements, data ingestion, and modelling strategies. • On-site support is available in exceptional cases, such as infrastructure implementation or validation studies. Key Takeaways: ✔ High-Quality Data: Curated datasets structured for advanced modelling applications. ✔ Advanced Analytical Tools: AI-driven statistical and geospatial modelling. ✔ Expert Consultation: Direct engagement with marine AI specialists. ✔ Strategic Decision Support: Predictive analytics for evidence-based planning. This service is designed for: • Enterprise & Public Sector Organisations involved in marine sustainability, infrastructure planning, & ecosystem modelling. This service is delivered by ICHEC’s expert team, specialising in AI-driven geospatial analytics, high-performance computing, and environmental data science. This service must be booked after: • Digital Maturity Assessment (for Industry).