GINC 250 / Early-warning systems

Trend · rank 80 of 250

Early-warning systems

Strategic InfrastructureEnergy & Environmentclimateresilience

Forecasting and alerting that reaches people in time and still works when power and networks fail.

Broken out from Climate adaptation & resilience

Sensitivity and network position

Rank80 of 250
Sensitivity14.6 · rank 100
Breadth2 of 24 scenarios High or above, 1 Critical
PageRank46.3 · rank 65
Eigenvector0.4
Betweenness32.3
Links15 trends at Moderate similarity or above
Composite30.2

Relation to each scenario

A trend relates to a scenario when it changes how likely the scenario is, how hard it lands, or is itself sharply changed by it. Scores are GINC desk judgements and will be replaced by the panel.

RelationScenarioFamily
6CriticalCatastrophic disaster in the core S10C Energy, climate and resources
4HighHundred-day pandemic defence S24 ↗E Health
3ModerateFood and water system shock S11C Energy, climate and resources
2LowMass displacement shock S08B Geopolitical and security
2LowCritical infrastructure collapse S12D Technology and infrastructure
2LowPandemic with a novel pathogen S14E Health
2LowAgricultural yield revolution S22 ↗C Energy, climate and resources
0Not relatedGeoeconomic confrontation S01A Economic and trade
0Not relatedSingle-supplier cut-off S02A Economic and trade
0Not relatedGlobal financial crisis S03A Economic and trade
0Not relatedSovereign funding crisis S04A Economic and trade
0Not relatedMaritime chokepoint closure S05B Geopolitical and security
0Not relatedHybrid campaign by a hostile state S06B Geopolitical and security
0Not relatedPolitical legitimacy crisis S07B Geopolitical and security
0Not relatedEnergy supply shock S09C Energy, climate and resources
0Not relatedRapid AI diffusion shock S13D Technology and infrastructure
0Not relatedSuperintelligence takeoff S15 ↗D Technology and infrastructure
0Not relatedEnergy abundance breakthrough S16 ↗C Energy, climate and resources
0Not relatedBiomedical breakthrough wave S17 ↗E Health
0Not relatedGreat-power détente and peace dividend S18 ↗B Geopolitical and security
0Not relatedCoordinated sovereign debt reset S19 ↗A Economic and trade
0Not relatedEmerging-market growth breakout S20 ↗A Economic and trade
0Not relatedMiddle East regional settlement S21 ↗B Geopolitical and security
0Not relatedDigital public infrastructure leapfrog S23 ↗D Technology and infrastructure

Similarity = 0.3 × shared tags (Jaccard) + 0.3 × likeness of scenario profiles (cosine) + 0.25 × likeness of names and descriptions (TF-IDF cosine) + 0.1 if in the same capability domain + 0.05 if in the same theme, cut into seven levels at 0.12, 0.22, 0.33, 0.45, 0.58, 0.72. Shown at Moderate and above.

SimilarityTrendParadigmRank
4HighClimate change & physical riskEnergy & Environment22
4HighEarth system tipping pointsEnergy & Environment105
4HighClimate adaptation & resilienceEnergy & Environment123
4HighDams, reservoirs & flood defenceEnergy & Environment172
4HighSeismic & geophysical hazardEnergy & Environment180
3ModerateElectrification of heat, transport & industryEnergy & Environment30
3ModerateStrategic stockpiles & reservesGeoeconomics & Statecraft71
3ModerateUrbanisationSociety & Culture91
3ModerateTelecom network resilienceTechnology & Financials107
3ModerateWater stress & transboundary waterEnergy & Environment156
3ModerateDisaster risk financeEnergy & Environment168
3ModerateHeat stress & labour productivityEnergy & Environment196
3ModerateWater technology & desalinationEnergy & Environment200
3ModerateBuilding codes & resilient constructionIndustrials, Manufacturing & Transportation206
3ModerateBiodiversity & nature lossEnergy & Environment212