Copenhagen mobility resilience

One public surface for atlas, operations, benchmark, and research review.

This site packages the project as a coherent product rather than a pile of research artifacts. Use the atlas to inspect spatial resilience, the operations page to review risk-informed intervention choices, the benchmark to compare routing assumptions, and the research review to understand structural fragility and reliability evidence.

Static-first delivery Transit-first scoring Risk-informed optimisation Benchmarkable assumptions Research-backed interpretation
How to read the site
  1. Start with the atlas if you want to see where the network remains useful under constrained transfer budgets.
  2. Use the operations page when you need a concrete recommendation for where limited support interventions should go first.
  3. Use the benchmark page when you need schedule, snapshot, and robust assumptions on the same candidate slice.
  4. Open the research review when you need the structural and operational evidence behind the public-facing story.
Interactive atlas

Mobility resilience atlas

Inspect catchments, municipality ranking, and reachable campuses, hospitals, and job hubs under fixed departure slices.

Open atlas
Applied AI

Operations planner

Review a risk-informed intervention plan that allocates a fixed budget across vulnerable catchments.

Open operations view
Operational comparison

Benchmark dashboard

Compare schedule-only, realtime-snapshot, and robust assumptions on a single decision-facing benchmark slice.

Open benchmark
Research review

Results dashboard

Trace the line from graph structure and failure sensitivity to line reliability, risk modeling, and route trade-offs.

Open research review
Constraint

No planner-style optimism

The public pages keep departures fixed, transfers capped, and uncertainty visible. The point is comparability, not exhaustive trip search.

Decision

From risk signal to action

The operations page converts predicted missed-connection exposure into a concrete intervention shortlist under a fixed budget.

Architecture

Cheap to publish, easy to audit

Static pages and precomputed bundles keep the product reproducible and easy to inspect without turning it into a heavy application stack.

Audience

Useful for both demos and scrutiny

The visual layer is intentionally polished, but every page is still anchored to explicit assumptions, generated artifacts, and inspectable inputs.