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Tehran is testing a new way to move around the city: combining buses, trams and bike‑sharing into a single network. Researchers have mapped every urban zone (Traffic Analysis Zones) and calculated how many people can easily reach a bus stop or a bike‑share station. The goal is to see if all neighborhoods have the same chances to travel without a private car.

The system works like a team effort: public transport (PT) gets people far away, while shared bikes (BSS) cover the short first‑ and last‑mile legs of a trip. This helps especially those without a car, such as students and low‑income families.

By analysing the data, the team found that central Tehran has the best integrated access, while western and southern zones need more stations and routes. The findings suggest where to add new bus lines or bike‑share points to make the system fairer and more efficient.

The idea is to use these spatial tools for planning more sustainable cities, where every district enjoys good bus‑bike connectivity, cutting traffic, pollution and energy use.

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The proposed framework adopts a two‑level spatial accessibility analysis: demand and supply. Demand is estimated using public mobility data (ticket sales, GPS traces) and mode‑choice models that incorporate an acceptable travel time for biking (typically 5‑15 minutes). Supply is quantified per Traffic Analysis Zone (TAZ) in terms of bus stops, tram lines and bike‑share stations, weighted by capacity and frequency. Combined accessibility is calculated as the sum of network distances weighted by mode, normalised by area. The method accounts for physical constraints (e.g., street width) and socio‑economic factors (income, age). Applying the model to Tehran shows that central TAZs, despite high infrastructure density, have marginal access due to high demand. Peripheral TAZs have low supply but moderate demand, indicating untapped potential. Policy recommendations include dynamically placing BSS stations near high‑frequency PT nodes and extending BRT lines into disadvantaged districts, balancing capital costs with social benefits.

The analysis underscores the need to treat PT and BSS as a unified mobility system rather than separate services, to achieve equity and efficiency in urban transport planning.

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Authors:
Fereshteh Faghihinejad
Date Published:
Original Article www.mdpi.com
Fact-check verified on 14/10/2026
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Creative Commons License CC BY-NC-SA 4.0

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