About the observatory

From heatwave events to physical-risk evidence

Heatwave Tracker combines two methods with different responsibilities. Depth-First Search (DFS) identifies each connected heatwave as a space-time event. The Heatwave Physical Risk Index (HPRI) then places that event in a stated reference distribution so its hazard can be compared and ranked.

Two linked methods

Different questions, one evidence chain

DFS preserves the physical structure of a heatwave event. HPRI adds a comparison layer without replacing or redefining the DFS metrics.

01

Event detection

Depth-First Search

What belongs to the same heatwave event?

DFS follows neighbouring high-temperature grid cells through space and time. Connected active cells become a three-dimensional event object with a beginning, an end, a daily footprint, and a complete event boundary.

Structure
One connected space-time object
Characteristics
HWD, HWMA, HWMM, HWMS
Primary use
Event search, comparison, and trend analysis
Read the DFS calculation
02

Hazard interpretation

Heatwave Physical Risk Index

How unusual is the event in a stated reference?

HPRI converts event-scale HWMS into a 0-100 percentile rank within a declared domain and baseline. The score shows relative physical hazard, while HWD, HWMA, and HWMM remain visible as diagnostics that explain the event's structure.

Ranking
HPRI with domain and baseline
Explanation
Event Signature and compound traits
Primary use
Hazard screening and portfolio discussion
Read the HPRI calculation

What the system can explain

Four complementary readings of extreme heat

EVENT

Event identity

Which hot grid cells form one coherent event rather than unrelated local exceedances.

SHAPE

Duration and footprint

Whether the event is persistent, spatially broad, locally intense, or a compound of several traits.

LOAD

Cumulative heat load

How duration, mean affected area, and mean magnitude combine in the event-scale HWMS.

RANK

Comparable hazard rank

Where an event sits within a specified historical, regional, or asset-local reference catalog.

How to read the evidence

Observation first, interpretation second

  1. 1
    Detect

    Identify active high-temperature cells from the daily climate field.

  2. 2
    Connect

    Use DFS adjacency to form complete space-time event objects.

  3. 3
    Describe

    Calculate duration, footprint, mean magnitude, and cumulative event magnitude.

  4. 4
    Rank

    Normalize HWMS against an explicit HPRI reference domain and baseline.

  5. 5
    Translate

    Combine hazard with external exposure and vulnerability evidence when assessing financial risk.

Interpretation boundary

What the methods do not claim alone

HPRI is a hazard rank, not a loss ratio

An HPRI of 96 means the event exceeds about 96% of comparable events. It does not mean 96% financial loss, crop loss, outage probability, or mortality.

Raw HWMS is sensitive to event area

Cross-region asset comparisons should use regional or asset-local reference catalogs rather than raw full-event HWMS alone.

Operational warnings remain separate

Heatwave Tracker is a research event archive and risk-screening system. Official agencies remain the source for immediate high-temperature warnings.

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