1993
tide gauge · scroll
Pacific Dataviz Challenge 2026

Smallest footprint,
biggest impact.

22 Pacific Island countries and territories. More than 170 years of climate records. A region facing rising temperatures, rising seas and growing climate pressure — with far fewer resources to absorb the impact. Here's what the data shows.

176
years of temperature records in the regional series
21/22
territories tracked for sea level — all 21 show a rising trend
−0.81
correlation: local emissions vs. regional heat
+0.7°C
warmer than the 1850s baseline
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01 · Right now

Is the Pacific seeing more disasters — or facing a higher baseline of risk?

The recent picture is anything but simple. In 2025, the wider Pacific typhoon basin recorded 27 named storms, including 13 typhoons, linked to 653 deaths and about US$10.8 billion in damage. Yet the 2025–26 South Pacific cyclone season, covering countries such as Fiji, Tonga, Vanuatu and Samoa, produced only 2 cyclones — a record low, tied with 1990–91.

653
deaths, 2025 Pacific typhoon season (whole basin)
US$10.8B
damage, 2025 Pacific typhoon season
2
cyclones, 2025–26 South Pacific season — a record low
30%
of small-island populations live under 5m elevation
"So, is climate change making Pacific disasters more frequent?"
Storm counts can swing sharply from year to year because of natural climate variability such as La Niña. That means one quiet cyclone season does not tell us whether the underlying climate risk is changing. The more consistent signal in this analysis is the baseline underneath those events: temperatures have risen over the long term, while sea level has also continued to rise. A storm, king tide or heavy rainfall event now occurs against that changing background. Earthquakes and tsunamis are different — they are geological hazards — but for low-lying Pacific communities they can add to the same underlying exposure.

Storm statistics: 2025 Pacific typhoon season and 2025–26 South Pacific cyclone season records. Elevation exposure: small island developing states (SIDS) literature. See references in the footer.

02 · Method

There are many signals. Which ones move most closely with the warming?

Rather than throwing every indicator at the story, we let the data pick: a technique called forward selection adds one predictor at a time, keeping whichever most improves the model, and stops once the rest stop pulling their weight.

Sea-level anomalies were selected first. Adding greenhouse-gas emissions, rainfall anomalies and crop yield produced a final model with an adjusted R² of 0.64. These four indicators showed the strongest combined relationship with regional temperature in the selected model.

This is an exploratory, correlational model based on 28 annual observations. It identifies patterns that move together; it does not prove that one indicator causes another.

03 · Temperature

The long-term trend has moved one way.

Across the regional series, temperatures have risen substantially since the 1850s. Year-to-year values still move up and down, but the long-term direction is clear.

+0.7°C
change from the 1850s baseline
R² 0.39
long-term trend, p<0.001
22/22
territories with individually significant trends
Regional temperature anomaly, 1850–2025
Hover the line to read a year · dashed = long-run trend
176 years, one stripe each
Cooler
Warmer
Hover a stripe to read its year · colour = temperature anomaly that year
04 · Sea level

Every island. Rising water.

Sea level is one of the clearest and most consistent signals in the dataset. 21 of 22 territories have sea-level data, and all 21 show a rising trend (Pitcairn has no sea-level records), with most estimates falling within a relatively narrow range.

individual territoriesregional meantrend
R² 0.75 · p<0.001 — strong and consistent regional trend

The direction is remarkably consistent. That makes elevation and exposure especially important: low-lying atoll communities have less physical room to absorb the same change in sea level.

Elevation context reflects general Pacific geography, not a variable measured in this dataset.
05 · A mismatch worth noticing

Falling emissions. Rising heat.

−0.81
The correlation between the Pacific's per-capita greenhouse-gas emissions and regional temperature is −0.81. The two series have moved in opposite directions over this period: local emissions have generally fallen while regional temperatures have continued to rise. The correlation shows the contrast, but it does not establish a causal relationship.
temperature anomaly (rising)GHG per capita (falling)
1970–2024 · regional mean · both series normalized for comparison
06 · What changes on land

Climate change does not stop at the shoreline.

Livestock yield vs. temperature
r = −0.60 · 1961–2024
Land cover index vs. temperature
r = −0.65 · 1992–2022

The relationships are not equally clear across every indicator. Crop yield showed no statistically significant regional trend in this analysis (p=0.40). That is important too: climate signals are not uniform, and the absence of a clear trend should not be turned into a stronger claim than the data supports.

07 · Looking ahead

If the historical trend continues, what could 2030 and 2050 look like?

For the forward-looking view, I compared a straight-line trend with a second-degree polynomial. Sea level was better represented by the linear model, while temperature fitted the quadratic model more closely. Both are shown here because extrapolation becomes more uncertain the further it moves beyond the observed data.

Temperature anomaly
Linear trend
+0.20°C
Quadratic trend
+0.69°C
+0.14m
projected sea-level anomaly under the historical linear trend
Solid = observed · dashed = linear extrapolation · dotted = quadratic extrapolation for temperature
08 · From evidence to action

The data points to practical places to act.

Power generation, regional mean
R² 0.92 · up about 40% since 2000
Environmental taxes, 5 territories
sharp rise since ~2010

Four climate action priorities.

01 · Protect
Prioritise the most exposed
Direct adaptation toward low-elevation communities where sea-level rise and coastal hazards can translate into disproportionate impacts.
02 · Transition
Build resilient clean energy
Build on the region's growing renewable-energy capacity and pair cleaner generation with resilient, decentralised systems.
03 · Finance
Close the emissions–impact gap
Keep climate finance and regional diplomacy focused on adaptation needs in communities contributing relatively little to global emissions.
04 · Monitor
Turn indicators into early warning
Track rainfall, livestock and land-cover changes alongside climate indicators to identify emerging pressure and support earlier action.
→Policy mechanism: environmental taxes and incentives can support the transition where they fit local economies.

The Pacific is not starting from zero.

Across climate policy, Pacific resilience and renewable-energy planning, many of these priorities are already being pursued. The challenge is turning them into action at the scale and speed the data suggests is needed.