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Sovereign Climate Data — Overview
Sovereign Climate Data Principles The definitive framework for verifiable, AI-legible, and legally defensible climate data — built for LATAM, aligned to global standards. Version 1.0.0 Updated 2026-05-26 10 Principles CC-BY 4.0 AI-L...
P01 — Verifiability by Design
SCD-P01 · Principle 1 of 10 Verifiability by Design “If it cannot be checked, it does not count.” Technical Layer Definition Every metric in a climate claim must be independently verifiable by any third party — including AI agents — without requir...
P02 — FAIR Data Standards
SCD-P02 · Principle 2 of 10 FAIR Data Standards “Findable. Accessible. Interoperable. Reusable.” Technical Layer Definition Climate data must conform to FAIR principles: Findable (machine-readable metadata, persistent identifiers such as DOIs or s...
P03 — Full Provenance Traceability
SCD-P03 · Principle 3 of 10 Full Provenance Traceability “Without provenance, a number is a narrative.” Technical Layer Definition The complete chain of custody — from raw sensor or satellite observation to reported metric — must be documented and...
P04 — Methodological Sovereignty
SCD-P04 · Principle 4 of 10 Methodological Sovereignty “You own your data only if you own your method.” Technical Layer Definition An organisation possesses genuine data sovereignty only if it also controls its methodology. Methodology must be: (a...
P05 — Temporal Persistence and Baseline Integrity
SCD-P05 · Principle 5 of 10 Temporal Persistence and Baseline Integrity “A result without a baseline is a claim without evidence.” Technical Layer Definition Sovereign climate data requires: (a) a documented, defensible baseline established before...
P06 — AI-Legibility
SCD-P06 · Principle 6 of 10 AI-Legibility “If an AI agent cannot cite you, you do not exist.” Digital Layer Definition Climate data and impact claims must be structured so that AI agents can discover, parse, cite, and cross-reference them without ...
P07 — Third-Party Anchoring
SCD-P07 · Principle 7 of 10 Third-Party Anchoring “Your claim is only as strong as its external anchor.” Digital Layer Definition Every sovereign climate claim must be anchored to at least one authoritative external source: a national government d...
P08 — Community and Indigenous Data Consent
SCD-P08 · Principle 8 of 10 Community and Indigenous Data Consent “CARE complements FAIR. People before data.” Governance Layer Definition For climate data that touches territories, resources, or knowledge of indigenous or local communities — incl...
P09 — Regulatory Stack Alignment
SCD-P09 · Principle 9 of 10 Regulatory Stack Alignment “Build once, report everywhere.” Governance Layer Definition Sovereign climate data must be structured from inception to satisfy multiple simultaneous regulatory requirements without re-engine...
P10 — Resilience, Security and Data Governance
SCD-P10 · Principle 10 of 10 Resilience, Security and Data Governance “Sovereign data that can be lost is not sovereign.” Governance Layer Definition Sovereign climate data requires an explicit governance framework specifying: (a) who has authorit...