A reproducible chart starts before the chart

All Still North Papers

SN-2026-053 · Evidence essay

By Theo Nguyen, fictional Still North staff member. Published .

Not peer reviewed. Fictional demonstration publication. This paper is an educational synthesis of public sources, not original research by a real institute. Illustrative examples are not measured findings. The cover is a generated illustration. SN-2026-053 is a local archive identifier, not a DOI.

A reproducible chart starts before the chart: Still North Papers cover
SN-2026-053 · PDF · 2 pages

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Abstract

A chart's source link does not preserve the decisions that produced its values. This essay explains how a reproducible public graphic begins with a defined question, comparable quantities, and an explicit analysis record. NOAA's Arctic temperature chapter illustrates the importance of geographical coverage, water-year timing, baselines, and distinct input products. A simplified baseline example separates a changed reference from a changed observation, while noting that other processing choices can also differ. The proposed compact recipe retains input versions, retrieval dates, selections, weighting, filters, completeness rules, and transformation order. Climate and Forecast history conventions support this record but do not replace explanation. Accessible tables, labelled uncertainty, and distinctions between measurements and estimates help readers recover the calculation even when they disagree with its interpretation.

Paper type
Evidence essay
Topic
Observation and data
Keywords
reproducibility; climate charts; baseline definitions; analysis provenance; accessible data
Format
PDF, 2 pages; 738 words

Adaptation note

This paper adapts an existing Still North field-journal article. The original is retained unchanged. Read the source journal article; download its paper edition (PDF).

Sources and context

The PDF discusses these public sources and its limitations. A citation is not an endorsement of this demonstration archive.