GOLDENSTATECLIMATE.COM · METHOD WARMINGPRECIPITATIONDROUGHTENSOOUTLOOKPROJECTIONSDIVISIONSMETHODABOUT
SOURCES AND METHOD

METHOD

Where every number comes from, how it is computed, and what this site refuses to claim.

SOURCES 2 BOTH PUBLIC

The two sources

EVERYTHING ON THIS SITE COMES FROM ONE OF THEM

Both fetchers cache what they download and neither runs during a deploy — a deploy must not depend on a third party being up. The derived statistics are computed by tools/build_climate.py, which is pure arithmetic over the committed tables and does run on every deploy, so a published page can never be built against numbers nobody recomputed.

Why divisions and not stations

THE CHOICE THAT SHAPES EVERYTHING ELSE

A century-scale trend computed from a single weather station is mostly a history of that station. Instruments were replaced, shelters changed, sites moved, and the time of day observations were taken drifted from afternoon to morning across much of the US network — a change that alone can shift a station's apparent mean by more than a degree. Every one of those is a step change in the data that looks exactly like climate.

nClimDiv is built from GHCN-Daily after homogenisation and bias adjustment, gridded to 5 km and averaged over the division polygon. That is what makes a 131-year trend defensible. The cost is real and is stated on every page that uses it: divisional averaging discards exactly the terrain detail that makes California interesting.

The rule this site inherits

Geography is authored. Climate is measured. They are never mixed. The companion weather site keeps its 57 station normals in one file and its geography in another and joins them only at render time; this site keeps the divisional record and the ENSO index in separate files and joins them only where a page says it is doing so. Neither site has ever hand-entered a climate number — the weather site checked its hand-entered figures against NOAA once, found 66 of them materially wrong, and deleted the columns rather than correcting them.

How the trends are computed

AND WHY THE INTERVALS ARE WIDER THAN USUAL

Every trend on this site is an ordinary least-squares fit to annual values, reported per decade and per century with a 95% confidence interval. Three details matter.

Why that last one is not a technicality

It is the difference between two conclusions this site publishes. For California's statewide temperature the adjustment reduces the effective sample from 131 years to about 80, and the trend survives comfortably. For water-year precipitation, the trend was never significant either way — and the adjustment is what stops a site like this one from quietly reporting a slope as if it were a fact. The narrower interval would have been the more impressive-looking number.

Where a page says a trend is "significant" it means one specific and limited thing: the adjusted 95% interval excludes zero. It is a statement about this series. It is not a detection-and-attribution result, and this site does not make those.

Baselines

TWO OF THEM, USED FOR DIFFERENT JOBS

Every chart states which baseline it is on. A departure without a stated baseline is not a number.

How the charts are built

AND THE RULES THEY FOLLOW

What this site will not claim

THE LIMITS, LISTED
Event attribution

This site will not say that a particular storm, heatwave or fire season was caused by, or made worse by, climate change. Event attribution is a formal discipline with its own methods — large model ensembles run with and without the human forcing — and running a trend line through a divisional average is not it.

Current conditions

There is no live observation feed here. This site cannot tell you the temperature, what fell yesterday, or how deep the snowpack is, and it will not estimate. The most recent complete year in the record is the most recent thing it knows.

Forecasts

No forecast, seasonal or otherwise, is issued here. The outlook page quantifies how much historical skill ENSO provides and then points at the Climate Prediction Center, which issues the real thing.

Projections

No model output is carried. The projections page summarises published work with links and states plainly that it contains no computed numbers of its own, and nothing modelled is ever plotted on the same axis as something measured.