Editing Coral bleaching severity index

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{| class="wikitable" style="float:right; clear:right; margin:0 0 1em 1em; width:320px;"
|+ SIGNAL Earth Structured Data
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! Object type
| Damage Signal
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! SIGNAL Earth ID
| DS-00705
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! Observable type
| Coral bleaching severity index
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! Unit
| unitless / index or declared physical unit (Provisional unit carried from Step 2 DS-to-OT cleanup review; requires later OT curation if source-specific units diverge.)
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! Temporal structure
| —
|-
! Monitoring backbone
| —
|}
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The [https://en.wikipedia.org/wiki/Coral_bleaching coral bleaching] severity index is a quantitative measure that captures the intensity of bleaching stress experienced by coral communities. It reflects the degree to which heat-related environmental stressors impact coral reef systems, leading to the loss of symbiotic algae that give corals their color and contribute to their health. This index serves as an important indicator of coral reef condition and resilience in the face of rising ocean temperatures and other stressors.

Coral bleaching events have become more frequent and severe in recent decades, driven primarily by elevated [https://en.wikipedia.org/wiki/Sea_surface_temperature sea surface temperature]s associated with climate variability and change. The severity index provides a standardized framework to assess and compare bleaching impacts across different reef assemblages and geographic regions. It supports scientific understanding of coral ecosystem responses to thermal stress and informs monitoring efforts aimed at tracking reef health.

Within the broader context of coral reef ecology, the coral bleaching severity index complements other measures such as live coral cover and marine heatwave intensity. Together, these metrics enable a comprehensive assessment of reef vulnerability and recovery potential under changing environmental conditions.

== Geographic / System Context ==
Coral bleaching severity is observed globally across tropical and subtropical coral reef ecosystems. These reefs are distributed primarily in shallow, sunlit waters of the Indo-Pacific, Caribbean, Red Sea, and other oceanic regions. While the index itself is not limited to a specific geographic scope, it applies to coral reef communities exposed to thermal stress events and other environmental factors that induce bleaching. The spatial variability of bleaching severity reflects local oceanographic conditions, reef composition, and historical exposure to stressors.

== Monitoring and Measurement ==
Monitoring of coral bleaching severity involves in situ surveys, remote sensing, and compilation of observational data into global databases. Scientific institutions and research programs employ standardized field protocols to assess bleaching extent and intensity on coral colonies and reef assemblages. These assessments record the proportion of bleached coral, bleaching intensity categories, and recovery status. Remote sensing technologies, including satellite-derived sea surface temperature anomalies and marine heatwave detection, provide contextual environmental data that correlate with observed bleaching events. The integration of these methods enables temporal and spatial tracking of bleaching severity at multiple scales.

Within the SIGNAL system, this phenomenon is treated as a defined environmental signal whose boundaries and measurement conventions are described below.

== Signal Definition ==
The coral bleaching severity index quantifies the severity of bleaching stress expressed across exposed coral communities. It captures the degree of heat-related bleaching impact on coral systems by measuring the intensity of bleaching conditions across affected reef assemblages. The index is unitless or expressed in a declared physical unit and reflects the relative severity of bleaching rather than absolute coral mortality or reef decline.

== Boundary Conditions ==
Boundary inclusions for this index encompass the bleaching severity state within coral systems, including the intensity and spatial extent of bleaching conditions observed across reef assemblages. It captures variations in bleaching response among coral taxa and reef locations. Boundary exclusions include metrics related to return-period contraction, long-term rolling trends, or final reef-cover decline, which are not encoded directly by this index. The index does not measure post-bleaching recovery or mortality outcomes but focuses on the bleaching stress event itself.

== Aggregation Semantics ==
Geographic aggregation of the coral bleaching severity index can be performed at various spatial scales, from local reef sites to regional and global syntheses, depending on data availability and monitoring objectives. Temporal aggregation may include summaries over bleaching seasons or multi-year periods to capture event duration and frequency. Cross-signal aggregation involves integrating this index with related environmental signals such as coral reef live cover fraction and marine heatwave intensity to provide a comprehensive view of reef condition and stress exposure. Aggregation notes emphasize the importance of consistent spatial and temporal resolution to ensure comparability across datasets.

== Observational Status ==
Monitoring of coral bleaching severity is ongoing, with several global databases compiling observational records from field surveys and remote sensing. Recent advances have improved the resolution and standardization of bleaching severity assessments, facilitating comparative analyses across regions and time periods. Future SIGNAL releases may incorporate enhanced temporal structure, refined monitoring backbones, and expanded geographic coverage to better represent bleaching dynamics. Continued integration with related environmental signals will support improved understanding of coral reef vulnerability and resilience.

== Related Signals ==
* Coral reef live cover fraction
* Marine heatwave intensity

== Key People ==
* Robert van Woesik
* Chelsey Kratochwill
* Timothy D. Swain
* Jesse B. Vega-Perkins
* William K. Oestreich

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== Key Associated People ==
* '''Atif Sultan''' — University of Sharjah [Assessment author; High]
* '''Monica Montefalcone''' — University of Genoa [Researcher; High]

Inclusion reflects material contribution to the scientific understanding of this damage signal; it does not imply review, endorsement, or affiliation with SIGNAL Earth.
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== Sources ==
* [https://www.sciencedirect.com/science/article/pii/S0025326X26001712 Coral-CRCA: A Color-Reference Chart Automation algorithm for coral bleaching visualization and severity assessment] — Marine Pollution Bulletin, 2026. DOI: 10.1016/j.marpolbul.2026.119384. [Paper; Supporting; High]
* [https://link.springer.com/article/10.1007/s00338-026-02850-x Outcomes of the fourth global coral bleaching (2023–2024) in the Maldives] — Coral Reefs, 2026. DOI: 10.1007/s00338-026-02850-x. [Paper; Supporting; High]
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