Findings · Original analysis · 1949–2025

Climate Trends at La Saladita.

Surface warming +0.12°C/decade. Storm season arriving 19 days earlier than 1949. Storms more intense. Rain unchanged.

ERA5 1979–2025 · HURDAT2 1949–2025 · La Saladita, 17.5897°N, 101.4317°W · June 2026
Surface warming
(ERA5 T2m, 1979–2025)
+0.12°C
per decade · p=0.001
EPAC first storm
arrival shift (1949–2025)
−2.5 days
earlier per decade · p=0.005
Storm intensity
within 500 km (1949–2025)
+4.6 kt
per decade · p=0.001
Rainy-season precip
trend (1979–2025)
−15 mm
per decade · p=0.62 — not significant

ERA5 reanalysis (1979–2025) and NHC HURDAT2 storm tracks (1949–2025) at 17.5897°N, 101.4317°W. Linear regression; p-values approximate. Two signals are real: surface warming and an earlier storm season. Two are absent: rainfall total and timing are unchanged.

Surface temperature · ERA5 1979–2025

The coast at Saladita is warming.

ERA5 2m air temperature at the Saladita grid cell, annual means 1979–2025. Linear regression on 47 annual data points.

Result

+0.12°C per decade (p=0.001, R²=0.22). Total implied change: +0.54°C over 47 years.

Real by conventional criteria, moderate in magnitude. Consistent with regional tropical Pacific warming.

Slope
+0.115°C/decade
0.22
p-value
0.0010
Mean T2m
25.85°C
Years
47

Note on data source: NOAA OISST v2.1 satellite-derived SST returns no-data (NaN) at this grid cell due to land masking — the Saladita coast falls inside the coastal exclusion zone of the standard 0.25° SST grid. ERA5 2m air temperature is the next-best continuous long-term record at this exact coordinate. Surface air temperature and SST are highly correlated in the coastal tropics; the direction and approximate magnitude of this trend are consistent with regional SST trends reported in the literature.

Rainy season · ERA5 1979–2025

The rainy season is not shifting.

ERA5 hourly precipitation at the Saladita grid cell, aggregated into four annual metrics covering the May–October rainy season.

Metric
Change / decade
Confidence
n years
Total May–Oct rainfall
−15 mm
not significant (p=0.62)
47
Onset date (first 50mm cumulative)
+0.8 days later
not significant (p=0.85)
47
End date (last day ≥10mm)
+0.2 days later
not significant (p=0.94)
47
99th-percentile daily rainfall (extreme events)
+6.4 mm
not significant (p=0.11)
47
Result

No significant trend in any rainy-season metric over 47 years.

All four metrics fall well short of p<0.05. The p99 daily trend (+6.4 mm/decade, p=0.11, R²=0.056) is the metric most worth watching in future updates. ENSO dominates year-to-year variance; long-term trend signals in this monsoon system are characteristically weak.

Mean seasonal rainfall over the full record: 1,281 mm (May–Oct total). Mean rainy-season onset: around day 145 (approximately May 25). Mean end: around day 307 (approximately November 3).

Storm proximity · HURDAT2 1949–2025

Storms are spending more time near Saladita.

Two proximity metrics derived from the per-year storm aggregates. The artifact does not record minimum closest-approach distance per storm, so we use storm-days-per-storm as a proxy for track proximity and dwell time.

Metric
Change / decade
Confidence
n years
Storm-days per storm within 1,500 km
+0.13 days/storm
almost certainly real (p=0.002)
77
Fraction of years with any 500 km storm
<+0.01
not significant (p=0.92)
77
Interpretation

Storms linger longer in the approach zone. 500 km frequency was already at ceiling (97%).

Mean dwell: 4.2 days per storm, rising at +0.13/decade. The frequency question is settled. Intensity and timing are the active variables.

Honest caveats

Pre-1966 storm records carry systematic undercount bias. Before geostationary satellite coverage, storms in open water that did not strike land were frequently missed. Some of the apparent upward trend in storm counts is detection improvement, not real activity increase. The trends survive excluding pre-1966 data, but the exact slope is sensitive to where you draw the cut.

NOAA OISST v2.1 returns NaN at this grid cell. The standard 0.25° SST grid land-masks this near-coast point. ERA5 T2m is used instead. The warming direction is consistent with regional SST records, but the magnitude is a proxy, not a direct ocean measurement.

p-values are approximate. All regression tests assume annual independence. Storm counts, precipitation totals, and temperature in adjacent years are weakly autocorrelated; the true effective sample size is probably 20–40% smaller than the nominal n. The trends that clear p<0.001 are robust to this correction; those near p=0.05 should be treated with more caution.

77 years is a long record but still short for climate. Individual decades with anomalous ENSO sequences — like the persistent La Niña of 2020–2022 — can distort apparent trends. The results here describe the observed 47–77-year period and do not constitute projections.

Rainy-season non-results are also results. The absence of a significant trend in precipitation metrics is informative, not a failure. It means conditions for visitors and residents at Saladita in the May–October window have not demonstrably shifted in total rainfall, timing, or extremes over this record.

Surface warming: real, +0.12°C/decade. Storm season: 19 days earlier, storms more intense. Rainfall: unchanged. Two signals present, two absent.
Synthesis · June 2026

Sources

Temperature: ERA5 hourly T2m at 17.5897°N, 101.4317°W via Open-Meteo, 1979–2025 (47 years). NOAA OISST v2.1 returns NaN at this coastal cell; ERA5 T2m substituted. Precipitation: ERA5 hourly precip same cell; rainy season May–Oct; onset = first day cumulative >50 mm; end = last day ≥10 mm. Storms: NHC HURDAT2 East Pacific best-track, 1949–2025 (nhc.noaa.gov); haversine distance; pre-1966 records carry undercount bias. OLS regression via scipy.stats.linregress; p-values approximate (autocorrelation reduces effective n by ~20–40%). Storm results clear Bonferroni threshold (p<0.0125) by wide margins. Scripts: scripts/analyze_climate_trends.pyfunctions/api/_findings_climate_trends.js.

Analysis run: June 2026

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