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v8.7 · CLIMATE ADAPTATION · DISASTER RISK · EXTREME WEATHER · RESILIENCE

National Climate Risk & Resilience Intelligence

Connect hazards, exposure and vulnerability to warning, preparedness, response, recovery, adaptation and measurable resilience.

Where can one hazard become a cascading failure—and which action reduces human loss first?
01Hazard
02Exposure
03Vulnerability
04Risk
05Warning
06Preparedness
07Response
08Recovery
09Adaptation
10Resilience
CRITICAL DISTINCTIONS

A dashboard must not confuse activity with outcome.

Hazard ≠ risk
Risk ≠ disaster
Exposure ≠ vulnerability
Forecast ≠ observation
Adaptation ≠ mitigation
Preparedness ≠ response
Recovery ≠ resilience
Relief money ≠ recovery outcome
COMPLETE INTELLIGENCE MODEL

49 connected decision layers.

Use filters, evidence states and place context to move from a national system to a district or local decision.

01Extreme heatProblem · evidence · option · KPI
02Extreme rainfallProblem · evidence · option · KPI
03FloodProblem · evidence · option · KPI
04Urban floodProblem · evidence · option · KPI
05DroughtProblem · evidence · option · KPI
06CycloneProblem · evidence · option · KPI
07LandslideProblem · evidence · option · KPI
08WildfireProblem · evidence · option · KPI
09Coastal floodingProblem · evidence · option · KPI
10Storm surgeProblem · evidence · option · KPI
11Extreme coldProblem · evidence · option · KPI
12Agricultural shockProblem · evidence · option · KPI
13Water stressProblem · evidence · option · KPI
14Historical hazardsProblem · evidence · option · KPI
15Heat-healthProblem · evidence · option · KPI
16Flood bottlenecksProblem · evidence · option · KPI
17Crop resilienceProblem · evidence · option · KPI
18Climate scenariosProblem · evidence · option · KPI
19Adaptation portfolioProblem · evidence · option · KPI
20Infrastructure dependenciesProblem · evidence · option · KPI
21Cascading failuresProblem · evidence · option · KPI
22CriticalityProblem · evidence · option · KPI
23Single points of failureProblem · evidence · option · KPI
24RedundancyProblem · evidence · option · KPI
25Recovery timeProblem · evidence · option · KPI
26Business continuityProblem · evidence · option · KPI
27Supply-chain resilienceProblem · evidence · option · KPI
28Food resilienceProblem · evidence · option · KPI
29Energy resilienceProblem · evidence · option · KPI
30Water resilienceProblem · evidence · option · KPI
31Health resilienceProblem · evidence · option · KPI
32Urban resilienceProblem · evidence · option · KPI
33Rural resilienceProblem · evidence · option · KPI
34Nature-based solutionsProblem · evidence · option · KPI
35Cost of inactionProblem · evidence · option · KPI
36Avoided lossProblem · evidence · option · KPI
37Resilience financeProblem · evidence · option · KPI
38Risk transferProblem · evidence · option · KPI
39Climate migrationProblem · evidence · option · KPI
40EquityProblem · evidence · option · KPI
41Last-mile warningProblem · evidence · option · KPI
42Multilingual alertsProblem · evidence · option · KPI
43Offline resilienceProblem · evidence · option · KPI
44Situation roomProblem · evidence · option · KPI
45District resilience roomProblem · evidence · option · KPI
46What-if engineProblem · evidence · option · KPI
47Preparedness gapProblem · evidence · option · KPI
48Recovery gapProblem · evidence · option · KPI
49Resilience portfolioProblem · evidence · option · KPI
FLAGSHIP ENGINES

Turn system knowledge into decisions.

01National Climate Risk EngineInputs → analysis → decision gate → review
02Extreme Heat EngineInputs → analysis → decision gate → review
03Flood Resilience EngineInputs → analysis → decision gate → review
04Drought Resilience EngineInputs → analysis → decision gate → review
05Infrastructure Cascade EngineInputs → analysis → decision gate → review
06Warning Effectiveness EngineInputs → analysis → decision gate → review
07Adaptation EngineInputs → analysis → decision gate → review
08Resilience Investment EngineInputs → analysis → decision gate → review
09Cost of Inaction EngineInputs → analysis → decision gate → review
10Recovery Intelligence EngineInputs → analysis → decision gate → review
DATA CONTRACT

Minimum records before the system can make a claim.

HAZARD EVENT

Hazard event record

type · place · time · magnitude · probability · observed/forecast

EXPOSURE

Exposure record

people · assets · infrastructure · livelihood · duration · spatial resolution

RESILIENCE

Resilience record

baseline · service continuity · recovery time · adaptation · outcome · confidence

DECISION ROOM

Compare action, delay and uncertainty.

Every recommendation shows place, affected people, mechanism, alternatives, cost, capability, risk, evidence, responsible institution, time to benefit and stop/modify/scale criteria.

Research firstPrototypePilotAdoptModifyStopScale
WHY SHOULD I TRUST THIS?

Inspect the record, not the badge.

Open trust methodology →
Evidence strengthInsufficientNo reliable conclusion yet
VerificationUnreviewedSeparate from evidence level
Source qualityNot assessedSource ≠ evidence
FreshnessReview requiredData year must be visible
ConflictNot declaredCOI check required
Record typeNational Climate Risk & Resilience IntelligenceFact, finding, opinion or proposal
What we know

No verified finding is claimed until the source, geography, date, method and review status are complete.

What we don't know

Scale, affected groups, causal strength and likely intervention effect require location-specific evidence.

What is disputed

Credible disagreement will be shown by definition, data year, geography, method and source quality.

What could change our mind

New district data, independent evaluation, a larger sample, longer follow-up or contradictory evidence.

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