{
  "project": "Anyground",
  "accessed": "2026-10-29",
  "scope": "Targeted corroboration and additions to the supplied 98-page Vision-and-Strategy.pdf, not replacement of its research. No claim that every draft source was freshly re-audited.",
  "method": "Five Elicit semantic queries returned 30 records; selected primary sources inspected using web. Search snippets are discovery except where explicitly marked restricted verification. Source-specific evidence is distinguished from proposed engineering.",
  "evidence": [
    {
      "id": "R01",
      "title": "Biomass Production of the EDEN ISS Space Greenhouse in Antarctica During the 2018 Experiment Phase",
      "url": "https://www.frontiersin.org/journals/plant-science/articles/10.3389/fpls.2020.00656/full",
      "year": 2020,
      "type": "peer-reviewed primary experiment",
      "review": "Full publisher article inspected",
      "maturity": "field research",
      "finding": "Reported 268 kg edible fresh biomass from 26 crops on 12.5 m² over the 2018 season. Operation used a controlled chamber in two modified containers with LED lighting and managed climate.",
      "boundary": "Fresh vegetables are not a complete diet; Antarctic operation is not lunar qualification. Crop, labor, energy and maintenance boundaries remain necessary.",
      "implication": "Publish edible fresh mass separately from dietary calories and record human work for the entire crop cycle.",
      "sourceDraftCoverage": "Already discussed; current confirmation."
    },
    {
      "id": "R02",
      "title": "NASA Achieves Water Recovery Milestone on International Space Station",
      "url": "https://www.nasa.gov/missions/station/nasa-achieves-water-recovery-milestone-on-international-space-station/",
      "year": 2023,
      "type": "space agency demonstration account",
      "review": "Official article inspected",
      "maturity": "operational demonstration",
      "finding": "NASA reported approximately 98% water recovery with brine processing added to the specialized ISS water-recovery train.",
      "boundary": "Not 98% total resource independence; hardware, filters, quality monitoring, reprocessing and residual waste remain.",
      "implication": "Show separate water, food, nutrient, oxygen, energy and spare-parts balances.",
      "sourceDraftCoverage": "Already discussed; current confirmation."
    },
    {
      "id": "R03",
      "title": "ESA MELiSSA: Closed Loop Concept",
      "url": "https://www.esa.int/Enabling_Support/Space_Engineering_Technology/Melissa/Closed_Loop_Concept",
      "year": null,
      "type": "space agency research program",
      "review": "Official concept page inspected",
      "maturity": "experimental systems integration",
      "finding": "MELiSSA combines biological and mechanical processing toward recovery of food, water and oxygen from wastes, carbon dioxide and minerals using light.",
      "boundary": "Program objective is not a retail closed-loop habitat or proof of indefinite unattended operation.",
      "implication": "Treat closed nutrient/food loops as a research program, not the initial product promise.",
      "sourceDraftCoverage": "Already discussed; current confirmation."
    },
    {
      "id": "R04",
      "title": "Transition analysis of flat-foldable origami-inspired deployable shelter concepts",
      "url": "https://composites.umaine.edu/publication/transition-analysis-of-flat-foldable-origami-inspired-deployable-shelter-concepts/",
      "doi": "10.1016/j.engstruct.2022.115074",
      "year": 2022,
      "type": "peer-reviewed mechanics; author institution abstract",
      "review": "Institutional abstract inspected; full publisher snippet corroborated; complete methods not reviewed",
      "maturity": "analytical/CAD research",
      "finding": "Thick panels add hinge-line and nesting constraints. Erection torque varies through deployment and depends strongly on where actuation loads are applied.",
      "boundary": "Kinematic models do not certify wind, snow, seals, fatigue, fire behavior, waterproofing or deployment in real weather.",
      "implication": "Separate expressive folding shell studies from fixed wet/service cores; require swept-volume and actuator-load analysis before promising deployment.",
      "sourceDraftCoverage": "Additional mechanics evidence."
    },
    {
      "id": "R05",
      "title": "Robotic Interface Best Practices and Lessons Learned for Surface Operations",
      "url": "https://ntrs.nasa.gov/citations/20260001900",
      "pdf": "https://ntrs.nasa.gov/api/citations/20260001900/downloads/SP-20260001900_Final.pdf",
      "year": 2026,
      "type": "NASA technical guidance",
      "review": "NTRS record and primary PDF excerpts inspected",
      "maturity": "design guidance",
      "finding": "Guidance recommends alignment aids, unique identification, worst-case misalignment verification and connection-success feedback in two dissimilar modalities.",
      "boundary": "Guidance does not validate any proposed Anyground connector, robot or safety architecture.",
      "implication": "Module exchange must verify isolation, identification, engagement and actual flow; a successful command or motor torque reading alone is insufficient.",
      "sourceDraftCoverage": "Already discussed; current confirmation."
    },
    {
      "id": "R06",
      "title": "Design of a Modular Mobile Inspection and Maintenance Robot for an Orbital Servicing Hub",
      "url": "https://arxiv.org/abs/2507.14059",
      "doi": "10.48550/arXiv.2507.14059",
      "year": 2025,
      "type": "TAROS conference short paper / author preprint",
      "review": "Author abstract inspected",
      "maturity": "ongoing prototype development",
      "finding": "STARFAB MIM combines standard interconnects, cameras, profilometry, thermal sensing and stored maintenance tools; the authors explicitly state implementation/testing remained ongoing.",
      "boundary": "Not an operational lunar, orbital or domestic autonomous-maintenance product.",
      "implication": "Design robot-readable and reachable modules now; qualify one supervised service task before pursuing general autonomy.",
      "sourceDraftCoverage": "Additional adjacent robot-system evidence."
    },
    {
      "id": "R07",
      "title": "Thermodynamic limits of atmospheric water harvesting",
      "url": "https://docs.lib.purdue.edu/mepubs/65/",
      "doi": "10.1039/D2EE01071B",
      "year": 2022,
      "type": "peer-reviewed research; author institution record",
      "review": "Institutional abstract inspected",
      "maturity": "theoretical analysis",
      "finding": "The minimum work for atmospheric-water recovery is strongly humidity dependent and can greatly exceed the seawater-desalination minimum in very dry air.",
      "boundary": "A thermodynamic limit is neither complete-device electricity nor delivered potable-water performance.",
      "implication": "Select source water per site; do not make atmospheric extraction a universal prerequisite.",
      "sourceDraftCoverage": "Additional thermodynamic framing."
    },
    {
      "id": "R08",
      "title": "Best Management Practice #14: Alternative Water Sources",
      "url": "https://www.energy.gov/cmei/femp/best-management-practice-14-alternative-water-sources",
      "year": null,
      "type": "DOE/FEMP technical guidance",
      "review": "Official guidance inspected",
      "maturity": "commercial technology class; site-dependent",
      "finding": "Atmospheric recovery output and energy depend on air temperature and humidity; the guidance treats it as one alternative water source.",
      "boundary": "No universal yield or energy guarantee, especially in cold/dry climates.",
      "implication": "A Water module qualifies safe delivery and isolation independently of acquisition technology.",
      "sourceDraftCoverage": "Additional source-selection confirmation."
    },
    {
      "id": "R09",
      "title": "Summary of WHO guidance for potable reuse",
      "url": "https://www.epa.gov/waterreuse/summary-world-health-organizations-water-reuse-guideline-or-regulation-potable-water",
      "year": null,
      "type": "EPA technical summary of WHO guidance",
      "review": "Official page inspected alongside WHO source PDF search extract",
      "maturity": "established treatment practice; jurisdiction-specific permission",
      "finding": "Potable reuse safety requires risk management and pathogen-removal treatment barriers, not merely a claimed recovery percentage.",
      "boundary": "This is technical guidance, not permission or a complete applicable code review for any site.",
      "implication": "Maintain typed potable, nutrient, condensate and waste circuits, rejection routes, sampling and validated fail-safe diversion.",
      "sourceDraftCoverage": "Additional water-safety evidence."
    },
    {
      "id": "R10",
      "title": "Technical Assistance Supports Microgrids in Remote Communities",
      "url": "https://www.nlr.gov/news/detail/program/2024/technical-assistance-supports-microgrids-in-remote-communities",
      "year": 2024,
      "type": "national laboratory field account",
      "review": "Full official article inspected",
      "maturity": "commercial field deployment",
      "finding": "Hughes, Alaska operates solar and battery resources alongside diesel backup. The article emphasizes controls and community-specific planning, not a single transferable kit.",
      "boundary": "Summer diesel-off operation does not establish winter fuel independence.",
      "implication": "Use critical-load survival duration and chronological weather/load modeling; retain explicit backup and service plans.",
      "sourceDraftCoverage": "Additional operational microgrid evidence."
    },
    {
      "id": "R11",
      "title": "Learning from Arctic Microgrids: Cost and Resiliency Projections for Renewable Energy Expansion with Hydrogen and Battery Storage",
      "url": "https://doi.org/10.3390/su17135996",
      "repository": "https://www.osti.gov/pages/servlets/purl/2570815",
      "year": 2025,
      "type": "peer-reviewed site-based modeling study",
      "review": "Elicit abstract and DOE OSTI primary-manuscript search extract inspected; publisher fetch 429 and repository open 502, so full text not reviewed",
      "maturity": "modeling using an existing field system",
      "finding": "Kotzebue modeling found near-term renewable expansion beneficial but seasonal hydrogen storage unlikely to be practical/cost-effective under its studied assumptions.",
      "boundary": "Site-specific model, not a universal threshold or a verdict that hydrogen never works.",
      "implication": "Keep long-duration storage options open but require local techno-economic evidence; avoid hydrogen as a default platform component.",
      "sourceDraftCoverage": "Additional modeling evidence; restricted verification."
    },
    {
      "id": "R12",
      "title": "LUNARK",
      "url": "https://www.saga.dk/projects/lunark",
      "year": 2020,
      "type": "designer-owned project account",
      "review": "Official project page inspected",
      "maturity": "full-scale terrestrial analog",
      "finding": "SAGA describes a rigid-panel origami habitat and a 60-day occupied Greenland expedition with circadian-light design.",
      "boundary": "Self-reported analog experience is not independent certification, pressure-vessel qualification, closed life support or lunar deployment.",
      "implication": "Borrow human-factors and packing questions, not claims of space readiness.",
      "sourceDraftCoverage": "Already discussed; current confirmation."
    },
    {
      "id": "R13",
      "title": "Moon Village Architecture Workshop report",
      "url": "https://moonvillageassociation.org/wp-content/uploads/2021/04/2020-MV-Architecture-Workshop-Report-vF2-02Apr21.pdf",
      "year": 2021,
      "type": "association architecture working-group report",
      "review": "Primary report sections on building blocks/interoperability inspected",
      "maturity": "conceptual architecture framework",
      "finding": "The framework treats interoperability across physical, power, data and living systems, and discusses governance and contractual arrangements.",
      "boundary": "Not a manufacturer, mission authorization or certified modular habitat standard.",
      "implication": "Include authority, responsibilities, operating rights and interface ownership in the system architecture.",
      "sourceDraftCoverage": "Already adjacent; expanded governance interpretation."
    },
    {
      "id": "R14",
      "title": "Start container farming",
      "url": "https://grow.freightfarms.com/start-your-farm",
      "year": null,
      "type": "manufacturer commercial disclosure",
      "review": "Official current page inspected 2026-10-29",
      "maturity": "commercial offer; vendor claims",
      "finding": "Page advertises $215,000 outright purchase or $3,000/month service route; publishes 151–350 kWh/day and 2–6 tons/year ranges.",
      "boundary": "Not a binding quote or independently verified simultaneous outputs. Financing/service eligibility, inclusions, installation and crop assumptions require confirmation.",
      "implication": "Use only a labeled adjacent benchmark; calculate full delivered cost and do not promise cheap self-sufficiency.",
      "sourceDraftCoverage": "Already cited; commercial figures freshly checked."
    },
    {
      "id": "R15",
      "title": "NASA Human Integration Design Handbook / Hardware and Equipment",
      "url": "https://www.nasa.gov/reference/9-0-hardware-and-equipment-vol-2/",
      "year": null,
      "type": "NASA human-system guidance/requirements context",
      "review": "Official hardware/connector guidance inspected",
      "maturity": "design guidance",
      "finding": "The source discusses physical prevention of incorrect installation, connector access and avoiding spills, electrical shocks and stored-energy hazards during mating.",
      "boundary": "Spaceflight guidance is not automatically the governing terrestrial code or proof of Anyground compliance.",
      "implication": "Make mechanical keying, access envelopes, energy isolation and manual service first-class requirements.",
      "sourceDraftCoverage": "Additional human-service evidence."
    }
  ]
}
