PSIVI.COM — Open Science Hub — Excellence Edition

01 — About

This repository (psivicom.github.io) serves as the operational blueprint and digital infrastructure for FAIR open science, reproducible research, and autonomous AI mesh operations.

While my applied domain focuses on pollinator ecology and Earth observation (using RADARSAT SAR and NASA Earthdata) in the Goldstream watershed of Langford, BC, this framework is designed for global scalability and strict adherence to NASA TOPS, ESA, and CSA open science mandates.

Primary Focus

Open Science

The core of this repository. A fully interconnected framework utilizing domain-separated EUPL 1.2 and CC BY-SA 4.0 licensing to guarantee reproducible, auditable workflows.

AI Infrastructure

Mesh Pico AI

Edge-deployed, autonomous AI mesh powering the data pipelines, synthesis, and real-time telemetry for this hub with strict human-in-the-loop auditing.

Applied Domain

Ecology & EO

The primary use-case: monitoring Goldstream pollinators correlated with RADARSAT soil moisture and NASA Earthdata phenology.

02 — Research

Space Research Engine

Research Mesh Pico AI

An autonomous, edge-deployed AI mesh network designed for real-time space research data synthesis. It powers SAR-optical fusion, pollinator telemetry, and FAIR open science workflows with strict human-in-the-loop auditing and NIST SSDF compliance. Zero black-box lock-in.

Goldstream Pollinator Forage Atlas

2024—present · Langford, BC · Open data + notebook

Weekly transects and hive entrance imaging to map bloom sequence vs. RADARSAT soil moisture anomalies. Goal: reproducible forage forecasting and ecological resilience modeling.
SAR-Optical Fusion for Garry Oak Meadow Phenology

RADARSAT-2 / RCM · Sentinel-2 · NASA HLS

Test of backscatter + NDVI fusion to detect early green-up and drought stress in fragmented meadows. Code in Python, GDAL, xarray, fully reproducible and open.
Open Hive Health Logger

Hardware · FAIR IoT

Low-cost weight, temperature, acoustic logger for Langford apiaries. Hardware schematics are proprietary (All Rights Reserved, see LICENSES/COPYRIGHT.md).

03 — OSDMP — Excellence Edition

View OSDMP Source: docs/osdmp.md FAIR Checklist License Compliance Data Management

All docs cross-reference each other. OSDMP follows NASA template, links to LICENSES/, includes FAIR 15 sub-principles mapped, data lifecycle CC BY-SA 4.0.

04 — Domain-Separated Licensing

Type	License	Path	For
Software / code / workflows / config	EUPL 1.2	/LICENSE-EUPL-1.2.txt	All .go, .js, .py, .sh, .yml, .json (code), .html
Docs, data, datasets, photos, images, videos, figures, CSV, OSDMP	CC BY-SA 4.0	/LICENSE-CC-BY-SA-4.0.md	All .md, .csv, .pdf, .png, .jpg, datasets
Hardware / Schematics / Physical IP	All Rights Reserved	LICENSES/COPYRIGHT.md	Physical device schematics and proprietary hardware designs

See LICENSES/README.md, NOTICE.md, docs/LICENSE_COMPLIANCE.md — all cross-linked.

Why this split? NASA SPD-41a §VI and ESA Open Science require: Software = OSI-approved (EUPL 1.2 is the official ESA preferred license), Data/Docs = CC BY or CC BY-SA 4.0 for maximum scientific reuse.

05 — Multi-Agency Compliance

NASA TOPS / SPD-41a
Open code EUPL 1.2 (OSI-approved), open data CC BY-SA 4.0, DOIs, FAIR, OSDMP required — docs/osdmp.md

CSA
Canadian Space Agency Open Science & FAIR — accepts EUPL 1.2 + CC BY-SA 4.0

ESA
ESA Open Science Policy + Open Access — EUPL 1.2 is the preferred/official license — covers CNES-FR, ASI-IT, UKSA-UK, DTU Space

JAXA
JAXA Open Science — EUPL 1.2 compatible

EU Horizon Europe
Reg 2021/695, MGA Art.14 & 17, Directive 2019/1024, Plan S, EOSC — EUPL 1.2 native, data CC BY-SA 4.0 required

UNESCO
41 C/22 Recommendation on Open Science (2021)

Institutional Compliance & Security (NIST SP 800-218)

This research software and data pipeline is fully compliant with the NIST Secure Software Development Framework (SP 800-218). It utilizes a domain-separated open-source architecture with cryptographic provenance tracking.

View full technical and legal verification →

06 — Repository Structure — Interconnected

  ├── .

  ├── .git

  ├── .github

  ├── AUTHOR.md

  ├── CITATION.cff

  ├── CNAME

  ├── CODEOWNERS

  ├── CODE_OF_CONDUCT.md

  ├── CONTRIBUTING.md

  ├── DISCLAIMER.md

  ├── LICENSE

  ├── LICENSES

  ├── COPYRIGHT.md

  ├── LICENSE-CC-BY-SA-4.0.md

  ├── LICENSE-EUPL-1.2.md

  ├── README.md

  ├── NOTICE.md

  ├── OPEN_SCIENCE_POLICY.md

  ├── POLICY.md

  ├── README.md

  ├── REUSE.toml

  ├── SECURITY.md

  ├── SECURITY_PLAN.md

  ├── TRUST_AND_PROVENANCE.md

  ├── archive

  ├── README.md

  ├── codemeta.json

  ├── index.html

  ├── openscience.html

  ├── robots.txt

  ├── scripts

  ├── sitemap.xml

01 — About

02 — Research

Goldstream Pollinator Forage Atlas

SAR-Optical Fusion for Garry Oak Meadow Phenology

Open Hive Health Logger

03 — OSDMP — Excellence Edition

04 — Domain-Separated Licensing

05 — Multi-Agency Compliance

06 — Repository Structure — Interconnected