82 lines
4.2 KiB
Markdown
82 lines
4.2 KiB
Markdown
# GeoIntel v1.0.0 Known Limitations
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## Release position
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These limitations are explicit, bounded and non-deceptive. None is a hidden
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CRITICAL or HIGH release defect. Coverage and capability responses remain the
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runtime source of truth.
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- The access gate intentionally supports one environment-configured operator
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account. There is no registration, password-recovery email, organisation
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management or multi-user database. Optional guest access is a short-lived,
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read-only, demo-project-scoped role; it is not tenant isolation and must be
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used only on a dedicated demo instance without private data. Operator
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password rotation remains a configuration action followed by a restart.
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## Source coverage
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- National administrative land and maritime scope is operational from
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persisted NGI/RBINS editions. Detailed themes are federated by jurisdiction;
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an operational Flemish source does not imply equivalent Walloon or Brussels
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coverage.
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- Land cover remains source-correct by jurisdiction: WALOUS 2018/2020/2023
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covers Wallonia, Flemish products cover Flanders and UrbIS Land Cover covers
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Brussels. GeoIntel does not relabel WALOUS as a national source or silently
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merge incompatible regional legends.
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- Buildings, population, terrain, imagery, nature, agriculture, soil and flood
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themes may report `partial`, `not_configured` or `unsupported` outside the
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materialized source partitions. The UI and exports retain that state.
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- Belgian North Sea planning/reporting boundaries are materialized. Bounded
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strict-TLS MDK WCS acquisition is implemented but stays disabled until the
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operator enables `MDK_BATHYMETRY_ACQUISITION_ENABLED` with a coverage id that
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the live readiness probe advertises. Until then the theme reports
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`not_configured`; VHA profile observations are not presented as a seabed
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model or water volume.
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- Official endpoints can be temporarily unavailable. Bounded acquisition fails
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closed and never substitutes fixture or fabricated production data.
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## Selection semantics
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- Coverage resolution currently accepts an EPSG:4326 rectangle. A rectangle
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around an irregular municipality or region can include land across a border
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or adjacent sea, so `outside_supported_scope` can be true even when the
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underlying named Area itself is wholly valid.
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- Cross-region and land/sea selections stay split by legal/source zone.
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Semantically incompatible metrics are not merged.
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## Historical analysis
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- Historical comparison requires compatible source editions, units, coverage
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and observation periods. Sources without a governed series correctly return
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no comparable time series.
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- The RC10 storage audit reports 224 unavailable historical manifest
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intermediates from prior operator runs. There are zero missing current
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database artifact references; the historical paths remain visible as
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provenance warnings and are protected from cleanup inference.
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## AI
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- The configured local YOLO model is opt-in, building-focused and bounded by
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its documented operator evidence. It is not claimed to be an optimally
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trained general model for all Belgian objects or themes. The capability API
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exposes this as `nationally_validated=false`, `validated_regions` and an
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explicit validation scope; operator review remains required.
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- PyTorch and Ultralytics are present only in the AI image. No model weights
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auto-download. A missing local model reports unavailable.
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- Local YOLO-seg and SAM segmentation are implemented through the ultralytics
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interface but stay `not_configured` until the operator points
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`YOLO_SEG_MODEL_PATH`/`SAM_MODEL_PATH` to existing local weights and enables
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them explicitly. GeoIntel never downloads segmentation weights automatically;
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fixture segmentation remains explicit-only.
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## Operations
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- Long AI/GIS work still uses the existing synchronous job abstraction rather
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than a distributed durable queue. Interrupted synchronous work is marked
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failed on restart and must be retried explicitly.
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- GeoIntel remains a controlled single-operator product. The optional guest
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demo adds bounded presentation access only; multi-user authorization and
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tenant isolation remain outside the product scope.
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- Cleanup remains manual, dry-run-first and confirmation-gated. No automatic
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retention schedule is installed.
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