Environmental truth before environmental action.
W-X evaluates what the local environment can presently support as truth. WX-Ag applies that bounded truth to soil, water, crop, and field consequences. The Exercise Layer lets reviewers deliberately break an injected test environment and observe how authority contracts.
Neither lens replaces Mesonet-class networks, the National Weather Service, radar, meteorologists, emergency managers, agronomists, field scouting, or farm-management judgement. Neither lens issues an official warning or a directive.
W-X establishes bounded environmental truth. SOS may consume permitted W-X environmental context; SOS does not recompute W-X environmental science. WX-Ag consumes W-X truth and claims no official weather authority.
Truth State Instrument
Only the existing backend truth operation may populate this instrument. It performs no second request and no browser-side scientific calculation.
- Authority class
- Divergence
- UNAVAILABLE
- Public source counts
- UNAVAILABLE
- Freshness
- UNAVAILABLE
- Physical consistency
- UNAVAILABLE
Actual public-safe backend reasons
Only reason codes and messages returned by the public W-X response appear here. Absent fields remain UNAVAILABLE; colors, labels, and missing values are never used as scientific evidence.
- AWAITING BACKEND RUN
Meteorology Lens
W-X is LAKANA's local-first environmental-truth layer. It combines supported official reference data, calibrated W-X nodes, and explicitly opt-in local witness devices to evaluate environmental state, freshness, physical plausibility, source agreement, uncertainty, and local divergence. It operates alongside Mesonet-class networks, NWS, ASOS, radar, satellites, meteorologists, and emergency managers. It does not replace them.
This lens is a compact, scientifically complete W-X console: a real backend request, a real truth state, and the same refusals the full Observatory demonstrates — WBGT refused without a globe term, wet bulb refused without station pressure, silence on stale or contradictory sources.
Deeper source-comparison detail, the full Boundary Layer explanation, the active-entropy timeline, and the boundary-cell map live on the full W-X Observatory.
Live engine console
Every value below is computed on the LAKANA server and sent here as a finished result. This page holds no psychrometric formula, no wet-bulb solver, no fusion rule, and no threshold. It is a view of an answer, not a second copy of the engine.
This console requires JavaScript to call the server. Without it, no value is shown here — the page does not compute a stand-in. The recorded fixtures elsewhere on this page read completely without JavaScript.
Nothing is computed here. The console reports that the engine is unavailable and shows no value. It does not fall back to a browser calculation, does not reuse the previous answer as if it were current, and does not interpolate. A page that silently substitutes an approximation for a refused answer is less honest than one that says it cannot answer.
W-X Exercise Layer
Inject deterministic evidence and capability conditions into a bounded TEST-only world. Environmental truth authority is derived only from evidence; transport, power, and node availability remain independent capability axes. This adapter does not call, impersonate, or modify production W-X science.
Lifecycle: READY · T+00s
Inject now
Source class: INJECTED_EXERCISE_STATE
- Freshness
- FRESH
- Replay
- CLEAR
- Contradiction
- CLEAR
- Corroboration
- CORROBORATED
- Source support
- SUFFICIENT
- Truth causes
- NONE
Capability
- Transport
- AVAILABLE
- Power
- AVAILABLE
- Node N01
- AVAILABLE
- Node N02
- AVAILABLE
- Node N03
- AVAILABLE
Deterministic event timeline
Exercise receipt
A platform SHA-256 content digest supports deterministic comparison and mutation detection for every bound state field. It is not a signature, proof of identity, authenticity, custody, authorization, field truth, or scientific validation.
Farmer Lens
WX-Ag is the agronomic and soil-state extension of W-X. It consumes W-X environmental truth and applies deterministic, uncertainty-explicit models to evapotranspiration, atmospheric demand, soil-water balance, root-zone state, saturation, anoxia proxies, crop-stage stress, pest-conducive conditions, and carbon-accounting scaffolds. It does not replace agronomists, field scouting, agricultural extension, irrigation professionals, or farm-management judgment.
It consumes the same backend-generated W-X truth used by the Meteorology Lens, SOS, and SSI. Every request below builds that truth through the identical server function the Meteorology Lens uses, then feeds it into WX-Ag. WX-Ag never bypasses W-X.
Copies the current Meteorology Lens scenario into the Farmer Lens below and reruns it there — the same declared values, not a computed shortcut.
The interactive soil-profile view, layer-by-layer time playback, and the full ET0 and crop-stage contract live on the full WX-Ag Laboratory.
Live field-consequence console
This calls the same server engine that produced every recorded figure on this page: lib/wxag/et0.js and lib/wxag/soilWaterBalance.js, chained through W-X truth. No formula, no crop-coefficient table, and no soil-balance term runs in this browser.
This console requires JavaScript to call the server. Without it, no result is shown — there is no browser-side balance to fall back to.
Temporal run composer — one day to ten years
This calls lib/wxag/temporal/temporalEngine.js on the server. The engine steps daily whatever span you ask for, runs a spin-up period before the reporting window so the result does not carry an initial-storage assumption, and refuses to report at all if the water balance does not close. Nothing here is computed in this browser.
A run longer than a year is never a forecast. Nobody can forecast weather at that range. A multi-year run is a backcast over recorded conditions, an ensemble over historical analog years, a stress test against climatological normals, or a declared scenario. The run mode decides which, and a mode that cannot honestly describe the span you asked for is refused rather than relabeled. Try it: choose an official forecast mode and set the span to ten years.
This console requires JavaScript to call the server. Without it, no result is shown — there is no browser-side engine to fall back to.
Farmer temporal workflows
Quick horizon presets for the temporal run composer. A multi-year run is never a forecast.
Source status
Which approved sources this deployment can actually reach, probed live when you ask. This page ships with no cached answer, because reachability is a property of the runtime serving you and not of the repository that built the page.
Some sources redistribute another network's measurements. Oklahoma Mesonet observations can be retrieved through the Synoptic Data API, and the panel names both: the Mesonet made the measurement, Synoptic carried it. Collapsing the two would credit an aggregator with a sensor network it does not operate, or hide the retrieval path whose availability the data depends on. The station identity shown is always the originating network's.
Every source below is registered with a fixed origin and a fixed set of request templates. The browser never sends a URL — it names a source, and the server constructs the request. That is what prevents this system from being used to make requests on someone else's behalf.
No probe has run. This panel shows nothing until the server reports what it actually reached.
Live Synoptic-to-receipt proof
This is not provider-health reachability. It drives the complete path: Synoptic Weather API → Oklahoma Mesonet observation → snapshot → forcing → temporal engine → W-X → TSARO → WX-Ag → Reality Fork → public-safe receipt.
No proof has run.
TSARO Decision Inspector
Evaluates whether a proposed use of W-X truth is physically and safely admissible. TSARO consumes truth; it does not recompute it. The server builds the evidence packet from a real engine run.
No evaluation has run.
Temporal admissibility is evaluated in Stage 6 (temporal class) and Stage 7 (authority state). Counterfactual and forecast evidence are refused for uses that require observations.
Curated source-backed historical event library
Events enter only after successful provider ingestion. The registry refuses fabrication.
SSES evidence candidates
Validator findings packaged as evidence candidates — not admitted public claims. SSES adjudicates separately; nothing here enters the live calculation path.
A validator reporting zero failures is a fact about a test suite. Whether that supports a public claim is a separate judgement.
Evidence candidates are produced by the build validator suite and admitted only through SSES review.
How LAKANA differs
W-X produces bounded environmental truth with explicit refusal. It does not replace NWS forecasts or Mesonet dashboards.
WX-Ag reports modeled consequences. It does not issue irrigation orders or certify outcomes.
Synoptic is the retrieval service; Oklahoma Mesonet is the originating network. Both survive every hop.
Reality Fork strips provider, station, and snapshot authority from modified values. Forked runs are COUNTERFACTUAL.
Bounded ensemble simulation
This ensemble runs on protected server compute. The browser submits an allowlisted public scenario and receives only a bounded aggregate summary. Seeds, distributions, per-draw values, sampling logic, thresholds, and the Monte Carlo implementation remain server-side.
This console requires JavaScript to call the server. Without it, no summary is shown — there is no browser-side ensemble to fall back to, by design.
Sampling a modeled water balance produces a spread of modeled values. It does not produce a measurement. The root-zone state stays MODEL-INFERRED at every percentile, and a narrow spread means the inputs agreed, not that the soil was observed.
WX-Ag reports consequence. It does not issue directives, and it does not replace an agronomist.
How the systems connect
- W-X Boundary Layer produces Environmental Truth — one object, computed once.
- Meteorology Lens reads that truth directly.
- SOS reads it to decide what bounded safety alert may be presented.
- SSI reads it to decide what it means for a tracked athlete or worker.
- WX-Ag / Farmer Lens reads it to decide what it means for a declared field, soil profile, crop stage, and water state.
Evaluates a proposed use of W-X truth against physical and safety admissibility. It consumes truth; it does not recompute it.
Governs protected or role-scoped release of what W-X and WX-Ag produce.
Later adjudicates what verified evidence may support publicly. It is not in the live calculation path shown above.
W-X determines the bounded environmental truth state. TSARO determines whether a proposed use of that truth is physically and safely admissible.
A real trace, recorded
This trace was computed by the server engine when this page was generated, at a fixed clock of 2026-08-02 19:46 UTC, and the output was written into the page. It is reproducible and it is real engine output, but it is a recording. It does not update, and it is not evidence of current conditions.
For output computed at the moment you ask for it, use the live console. That console calls the server on every request; the mathematics never runs in your browser.
The same truth object this hub's live consoles compute, traced into SSI and SOS/TSARO, exactly as it would be for a real request.
To SSI
SSI receives: WBGT 28.35 °C via ESTIMATED_LIMITED_WBGT, confidence SUPPORTED.
To SOS, then TSARO
TSARO returned DEGRADE — hazard evidence rests on an estimated-limited quantity.
To WX-Ag
WX-Ag received truth state VALID and computed a field consequence from it.
Full traces: W-X Observatory · WX-Ag Laboratory
What never reaches this page
The public web interface is a view and interaction layer, not the scientific engine. Every number above was computed on the server and sent here as a finished result.
Psychrometric, ET0, ETc, and soil-water-balance formulas; source-fusion weights; uncertainty-propagation contributors; TSARO and NICOLE internals; the Monte Carlo sampler, seed, and distributions; private crop and soil coefficients.
Exact coordinates, device identity, seeds, draw counts above the published cap, sampler choices, protected thresholds, and raw coefficients. Unknown fields and out-of-range values are rejected, not adjusted.
W-X replaces Mesonet; W-X replaces NWS; Official LAKANA weather warning; phone temperature measurement; phone humidity measurement; root-zone measurement; pest detection; outbreak prediction; carbon-credit verification.
Full boundary audits: W-X Observatory evidence · WX-Ag Laboratory evidence · Architecture