Research materials and technical documentation
Methodology notes, validation artifacts, and framework documentation for institutional stakeholders. Materials reflect applied research in structured discovery, evidence systems, and space-enabled climate resilience.
Resources
Project HGE resources.
Access methodology, validation logs, and integration notes from Project HGE: Northflow's structured scientific discovery infrastructure.
Evidence infrastructure resources
Framework documentation for institutional evidence systems, governance methodologies, and audit-grade verification workflows.
Regulatory alignment resources
Design alignment documentation for European regulatory frameworks including GDPR, NIS2, DORA, and ISO standards.
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6 resources found
CERES: a probabilistic early warning system for acute food insecurity
Published methodology (preprint), arXiv:2603.09425. Probabilistic 90-day famine risk forecasting across 43 countries, with a public write-once prospective verification ledger. Open access on arXiv.
Availability: Public institutional materials
CERES public API and OpenAPI documentation
Live OpenAPI reference for the CERES public API. Covers predictions, hypotheses, archive, and the prospective verification grading ledger. No credentials required.
Availability: Public institutional materials
CERES public grading ledger (/v1/grades)
Write-once prospective verification ledger. Every forecast is graded at T+90 days against IPC outcome data; the record is public and tamper-evidenced by commit history.
Availability: Public institutional materials
PSE (Planetary Sensing Engine) source
Open-source Earth observation data-fusion platform: six live connectors, quality-weighted fusion engine, and REST API. Apache 2.0, source on GitHub.
Availability: Public institutional materials
climval: climate model validation library
Open-source Python library for climate model validation (RMSE, MAE, Mean Bias, Pearson r, Taylor Skill Score). Installable from PyPI.
Availability: Public institutional materials
groundtruth: ERA5 station validation notebook
Validates ERA5 reanalysis against real weather station observations across five climate zones. Runs fully in Binder, no credentials required.
Availability: Public institutional materials
Access to resources
Resource availability reflects sensitivity, regulatory context, and system maturity. Public materials are accessible directly. Restricted materials are shared through structured institutional engagement and appropriate confidentiality arrangements.
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