Best practice guidance on handling uncertainty information

This document is MINKE’s Deliverable 3.4 “Best practice guidance on handling uncertainty information”. Its main purpose is to define a best practice approach to handle uncertainty in metadata documents that are understandable to both humans and machines. A list of metadata terms relevant from the metrological point of view are listed, and a tentative encoding using OGC Connected Systems / SensorML is proposed. Additionally, a software tool named SensorML Uncertainty Analysis is presented, which exemplifies how metrological information could be used in oceanographic data analysis.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-03-27
DOI
https://doi.org/10.5281/zenodo.15097203
Primary Topic
Environmental Monitoring and Data Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Best practice guidance on handling uncertainty information

Zenodo (CERN European Organization for Nuclear Research)
Environmental Monitoring and Data Management
article

Best practice guidance on handling uncertainty information

article en

Abstract

This document is MINKE’s Deliverable 3.4 “Best practice guidance on handling uncertainty information”. Its main purpose is to define a best practice approach to handle uncertainty in metadata documents that are understandable to both humans and machines. A list of metadata terms relevant from the metrological point of view are listed, and a tentative encoding using OGC Connected Systems / SensorML is proposed. Additionally, a software tool named SensorML Uncertainty Analysis is presented, which exemplifies how metrological information could be used in oceanographic data analysis.

Zenodo (CERN European Organization for Nuclear Research)
Life below water
Openalex Percentile: Top 48%
Environmental Monitoring and Data Management
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Best practice guidance on handling uncertainty information · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS