Project milestones:

Milestone 1 (MS1) [M6] – Pilot requirements will be specified, hypothesis testing specifications defined, and EO datasources along with access protocols identified.

Milestone 2 (MS2) [M20] – Multi-source EO data will be curated, integrated, and structured into the IST data structure.Proof-of concept of various informed DL algorithms for environmental phenomena assessment using the IST data structurewill be ready and work on their parallelization will be in place.

Milestone 3 (MS3) [M30] – Parallelization of developed informed DL algorithms will be complete. Verification of componentintegration, where the developed OGC-compliant services for environmental phenomena estimation with informed DLalgorithms shall become fully interoperable with the existing HPC RIVR infrastructure and open GIS platform. The threepilots will be fully established and ready for demonstration to various stakeholders.

SPHERE is a basic research project No. J7-70247 is financed by Slovenian Research and Innovation Agency.