Ocean Circulation (AMOC)
The conveyor belt that has regulated global climate for 11,700 years is at its weakest in 1,600 years.
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The systems that keep this planet stable are failing. Most of them are failing at the same time.
Cassandra shows you the connections no one else is mapping.
Nine interconnected earth systems are destabilizing simultaneously. Ocean circulation weakening. Permafrost thawing. Coral reefs bleaching. Pollinators dying. Forests tipping. Rivers warming. Ice sheets retreating. Weather patterns shifting. Food systems fracturing. Each one affects the others. No existing platform shows you how.
- Peer-reviewed data sources
- 131 years of NOAA data
- 9 interconnected chains
- Real-time monitoring
The problem no one is synthesizing
The data exists. The connections don't.
Climate scientists study ocean circulation. Ecologists study coral reefs. Entomologists study pollinators. Hydrologists study rivers. Glaciologists study ice sheets. Each discipline produces excellent research. Almost none of it is synthesized across disciplines into a unified picture of what the combined trajectory means.
The AMOC is projected to weaken 51% by 2100. Permafrost contains twice the carbon currently in the atmosphere. The fourth global coral bleaching event has affected 84.4% of reef area since 2023. 1.7 million bee colonies died in 2024 to 2025. The Amazon could lose 38% of its forest by century's end. Rivers emit 1.5 billion tonnes of CO2-equivalent that were not even counted in global carbon budgets until 2026.
These are not separate crises. They are one crisis with nine faces. When the AMOC weakens, European agriculture shifts. When permafrost thaws, rivers warm faster. When coral dies, fisheries collapse. When pollinators disappear, food systems fracture. Every chain pulls on every other chain. Cassandra is the first platform designed to show you all nine chains, how they connect, and what the combined trajectory looks like.
What the platform delivers
Nine chains. One dashboard. The connections mapped.
1
Real-time monitoring
Live data feeds from peer-reviewed sources tracking all nine earth system chains. Not news headlines. Primary data. Updated continuously.
2
Cross-chain connections
The part no one else maps. When ocean temperatures rise, what happens to coral, fisheries, weather, and food systems downstream? Cassandra traces the cascading effects across chains.
3
Actionable intelligence
For scientists who need cross-disciplinary context. For policymakers who need synthesized briefings. For journalists who need accurate framing. For anyone who wants to understand what is actually happening.
What we monitor
Nine systems. All connected.
Each chain is destabilizing on its own. Each chain pulls on every other chain. Cassandra shows you all nine, and the connections between them.
Permafrost
1,460 to 1,600 billion tonnes of carbon locked in frozen ground. Thawing four times faster than the global average.
Coral Reefs
The fourth global bleaching event has been ongoing since 2023. 84.4% of reef area affected. 50% of coral lost in 30 years.
Pollinators
1.7 million bee colonies died in 2024 to 2025. The largest loss in US history.
Forests
The Amazon could lose up to 38% of its forest by century's end. Forests are flipping from carbon sinks to carbon sources.
Rivers
1.5 billion tonnes of CO2-equivalent emitted annually from rivers. Previously uncounted in global carbon budgets.
Ice Sheets
Greenland and Antarctic ice loss is accelerating, contributing to sea level rise and freshwater disruption of ocean circulation.
Weather Patterns
Extreme weather events are increasing in frequency and intensity. Jet stream destabilization is linked to Arctic warming.
Food Systems
Crop yields are declining in key regions. Fisheries are collapsing as ocean temperatures and chemistry shift.
The foundation
Built on three pillars
Accessibility
WCAG 2.2 AA. Complex data presented clearly enough for a high school student to understand and rigorously enough for a climate scientist to trust. Screen reader friendly visualizations, keyboard navigation, plain-language summaries alongside technical data.
Compliance
Every data point sourced and cited. Peer-reviewed research prioritized. Uncertainty ranges stated explicitly. No overstatement. No understatement. Audit trails on every action in the application.
Security
OAuth-only authentication. No passwords. Encrypted data at rest and in transit. Row-level security on every database table. Audit logs on every action.
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