GCRI · Climate and Hazards
Innovation and practical technology
Technology relevant to climate and hazards and disaster and crisis: what it can do, the constraints it faces and its consequences for people and institutions.
The workspace for innovation and practical technology.
Innovation pipeline
Climate and hazards · Stage gates · Example interface, not a record
By readiness level
Readiness criteria
pilot vs gate
Pilot issues
- I-1Data licence for pilot siteTo check4 d
- I-2Observer protocol signedDone2 d
Climate and Hazards · Innovation pipeline. Innovation pipeline: example names and illustrative values, not a record.
Evaluate before adopting.
- 01
Need
Which problem does the technology address, and for whom?
- 02
Evidence
What has been demonstrated, under what conditions, and what remains untested?
- 03
Constraints
Cost, skills, infrastructure, data and governance requirements.
- 04
Consequences
Effects on safety, rights, equity and the environment.
What could change hazard practice, and what it still has to show.
| Technology | What it could change | What remains to be shown |
|---|---|---|
| Kilometre-scale climate models | Better convective extremes and local detail | Compute cost, ensemble size, validation |
| Machine-learning weather models | Faster forecasts and large ensembles | Extremes outside training data, physical consistency |
| Storylines and event-based approaches | Physically consistent plausible extremes for planning | Choosing and communicating storylines |
| Satellite fire and heat monitoring | Near-real-time hazard tracking | Revisit time, detection limits |
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