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Trustable, interoperable, and traceable satellite-derived data

Metrology
for Earth
Observation

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Project objective

Laying the ground to develop expertise in earth observation metrology following QA4EO guidelines

Project objective

New concepts for assessing Earth Observation product data quality

Project objective

Tools and AI-supported refinements for CEOS-PVP Cal/Val matchup selection + analysis framework

TRUSTWORTHY SATELLITE-DERIVED DATA
Interoperable satellite-derived data

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Task: Tools, training, consultancy

Software, training, case studies, and tailored support — for improved understanding and implementation of metrological principles.

  • Uncertainty propagation and sensor comparison tools

    The escalating number and variety of sensors places increased demands on post-launch calibration infrastructures. Met4EO is developing a Metrology for Earth Observation & Radiometry (MetEOR) toolkit: Python tools enabling comparisons of satellite sensors. This includes all tools used in the matchup pipeline for CEOS-PVP, and additional tools for BRDF modelling and atmospheric correction.

  • Training

    As Earth Observation communities adopt certification concepts, practitioners will be equipped with a strategic advantage through the development of metrology skills. The project will deliver a CoMet toolkit tutorial at ESA’s VH-RODA workshop 2025. Also planned is a 1.5-day in-person training event to offer guidance and dedicated examples, and the potential for one-to-one support.

  • Case studies

    Case studies will showcase the value of the metrological approaches and tools developed in Met4EO.

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NPL's 1.5-day in-person Uncertainty Training course scheduled for May 2026. Details to follow.

Coming soon: Text and suitable image selling 1.5 workshop

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