EnrealysURBAN INTELLIGENCE ENGINE
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Mumbai

India · IN

Explore how urban interventions could affect environmental conditions in Mumbai. Results are modelled scenarios under your assumptions — not predictions or guaranteed outcomes.

Current baseline

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Baselines come from public providers (CAMS, ERA5, GloFAS, OpenStreetMap). Not a claim of real-time data.

1. Choose a goal

Select what you want to improve. This changes the relevant intervention controls.

2. Set parameters

Adjust the intensity of your intervention. These sliders are scenario assumptions, not measured conditions.

+15%

Increase mapped parks and vegetated land near the city centre.

0%50%

Assumption · produces a modelled proxy output — Scales the mapped-vegetation-feature proxy proportionally. A what-if assumption on a measured feature count, not a land-cover or canopy-area model.

Intervention intensity×1.0

Scales the magnitude of any produced proxy output.

Projection horizon. A steady-state assumption by this year — not a year-by-year trajectory.

City map

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Base map: OpenStreetMap. Environmental overlay layers remain disabled where no geographic provider is connected.Baseline status: UNAVAILABLE

Projected Impact

Estimated change compared with the current situation. Modelled scenario outputs, not predictions.

Target 2031 · 4/4 modelled
Carbon-related proxy (CO)
INDICATIVE
-10%projected change
Baseline
200 (ref) µg/m³
Scenario · 2031
180

Documented urban-reference CO value scaled proportionally by the emissions-reduction assumption. An indicative proxy estimate because no live CO baseline is connected for this city (INDICATIVE).

Limitation: CO is a combustion by-product proxy, not total CO₂e emissions. A proportional what-if transform on a concentration, not an emissions inventory. A total tCO₂e projection is unavailable (no emissions-inventory baseline).

Air Quality (AQI)
INDICATIVE
-25%projected change
Baseline
60 (ref) AQI
Scenario · 2031
45

Documented urban-reference AQI scaled proportionally by the combined emissions-reduction and green-expansion assumptions. A transparent proxy because no atmospheric chemical-transport model connects interventions to AQI (INDICATIVE).

Limitation: AQI integrates multiple pollutants; interventions cannot be mapped to AQI without a chemical-transport model. Baseline is a modelled nowcast or a reference midpoint, not a station observation. Treat as an indicative trend only.

Vegetation cover (mapped-feature proxy)
INDICATIVE
+15%projected change
Baseline
142 (ref) OSM objects / 2 km radius
Scenario · 2031
163.3

Documented urban-reference vegetation-feature count scaled proportionally by the green-expansion assumption. An indicative proxy because no live mapped-feature baseline is connected for this location (INDICATIVE).

Limitation: OpenStreetMap feature-count proxy, not canopy area or percentage. A proportional scenario transform on a feature count, not a land-cover model.

Flood risk (river-discharge proxy)
INDICATIVE
-20%projected change
Baseline
50 (ref) m³/s
Scenario · 2031
40

Documented urban-reference river-discharge value scaled inversely by the combined drainage-capacity and impervious-surface-reduction assumptions. A transparent proxy because no urban flood-hazard model is connected (INDICATIVE).

Limitation: River discharge (GloFAS) is upstream flow, not urban flood risk. Impervious-surface and drainage assumptions cannot be converted to flood risk without a flood-hazard model. Treat as an indicative trend only.

Environmental Performance Over Time

Normalised index (baseline = 100). Dashed = scenario estimate to the target year; observed multi-year series are unavailable for these indicators.

  • Carbon-related proxy (CO)· INDICATIVE
  • Air Quality (AQI)· INDICATIVE
  • Vegetation cover (mapped-feature proxy)· INDICATIVE
  • Flood risk (river-discharge proxy)· INDICATIVE

Index 100 = current baseline. Each projected point is a scenario estimate at the target year, not an observed or forecast trajectory: SIMULATED is a proportional transform on a real measured baseline; INDICATIVE is a transparent reference estimate where no validated model is connected. Observed historical series (e.g. ERA5 temperature) are on the Timeline page.