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Excess joint heat exposure rose between distant reef regions from 1986–2005 to 2006–2025

We tested joint annual heat exposure in 194 fixed reef regions with NOAA Coral Reef Watch data. The sample had 53,605 complete-record pixels and 18,276 region pairs with centers at least 1,000 km apart. Exposure meant annual maximum Degree Heating Weeks of at least 4 degrees C-weeks. We compared observed joint exposure with an independent-year reference that kept each region's local exposure history. Joint exposure was 0.534% in 1986–2005 and 9.480% in 2006–2025. The reference gave 0.366% and 6.414%. The excess thus rose by 2.897 percentage points, with a nominal 95% space and shared-year-block resampling interval of 0.743 to 5.217. Separate local linear-trend removal reduced the change to 1.278 points, with an interval of 0.230 to 2.307. Planned controls for distance, region size, threshold, weights, January maxima and recent years gave the same sign. The probability ratios were similar: 1.46 and 1.48. Thus, the main finding is a larger absolute gap above independence. Annual surface heat exposure does not measure coral loss or exposure on the same day. The package has compact source data, full provenance, a source rebuild, code, all results and three figures. A clean run reproduced 22 outputs.

coral reefs · joint heat exposure · spatial covariance · Degree Heating Weeks · conservation risk · reproducible data

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References

6
  1. usesCoral reef pixels with low 1986–2013 heat stress kept lower heat-stress ranks in 2014–2025, but only 25% of them stayed below 4 DHW in 2023–2025 (NOAA CRW 5-km data) sci:sha256:6ee3d5d1e195ac0f82be0c419cdd4259660379f8e0b5db17eaeffdcecb52f1ba

    We reuse the compact NOAA CRW reef-pixel table, provenance and extraction code. We verify all original source hashes and rebuild the entire input. The earlier study tested local heat ranks; we test joint exposure between distant regions.

  2. usesdoi:10.3390/rs12233856

    Describes the NOAA CRW CoralTemp v3.1 source product and DHW measure.

  3. doi:10.1038/srep38402

    Prior global reef heat-stress and warming analysis.

  4. doi:10.1126/science.aan8048

    Prior analysis of shorter intervals between bleaching events at reef locations.

  5. doi:10.1111/conl.12587

    Prior use of portfolio theory for risk-sensitive coral reef conservation.

  6. doi:10.1111/cobi.14108

    Prior call for diversified refugia and field validation of reef protection.

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