Open sensor-fusion laboratory

Weather X

A causal estimate of local near-surface air temperature from imperfect, crowd-sourced weather stations.

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Experimental research output. Weather X is not an official observation and is not suitable for regulatory, safety-critical, or other high-impact decisions.

Estimated local temperature

--°F

95% interval unavailable

Target unavailable Not generated

Network spread

-- Weighted disagreement after correction

Effective sample size

-- Discounts correlated and directional duplicates

Usable stations

-- No network loaded

Spatial diagnostics

Directional station network

No wind context
N
E
S
W
X

Radius represents distance from the target. Dot size and opacity represent final normalized weight; positions show bearing, not exact coordinates.

Uncertainty

Threshold distribution

Bins are diagnostic only. Continuous accuracy does not guarantee reliable threshold classification.

Explainable fusion

Station contributions

No hidden application inputs
Station Raw Corrected Distance Age Sector Weight