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  The impact of the Bangkok metro expansion via Big Taxi GPS probe data

Ayaragarnchanakul, E., Klauber, H., Nachtigall, F., Wagner, F., Hu, J., Creutzig, F. (2025): The impact of the Bangkok metro expansion via Big Taxi GPS probe data. - npj Sustainable Mobility and Transport, 2, 4.
https://doi.org/10.1038/s44333-024-00020-6

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 Creators:
Ayaragarnchanakul, Eva1, Author
Klauber, Hannah2, Author           
Nachtigall, Florian2, Author                 
Wagner, Felix2, Author           
Hu, Jiawei1, Author
Creutzig, Felix2, Author                 
Affiliations:
1External Organizations, ou_persistent22              
2Potsdam Institute for Climate Impact Research, ou_persistent13              

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 Abstract: Urban rail investments in megacities aim to reduce congestion and related externalities. This study investigates the impact of Bangkok’s metro expansion on taxi trips using GPS-based data from 2017 to 2019. A rigorous approach to processing and analyzing the extensive traffic data in a difference-in-differences estimation framework shows that the metro expansion decreases taxi trips by approximately 32.2%, compared to areas not served by the metro system. This effect persists for catchment sizes of 300, 500, and 800 meters and increases over time. Bangkok’s 19 new metro stations result in an annual climate benefit of approximately 0.17–0.34 MtCO2-eq yearly or 0.21–0.42% of Thailand’s transport sector emissions. Excluding private vehicle trips from the analysis, this is a conservative estimate of total climate savings. Multi-decadal CO2 emission savings are valued at around $1 billion, supporting the need for climate funding for transit systems in rapidly growing cities in developing countries.

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Language(s): eng - English
 Dates: 2024-12-052025-01-192025-01-19
 Publication Status: Finally published
 Pages: 10
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1038/s44333-024-00020-6
Organisational keyword: RD5 - Climate Economics and Policy - MCC Berlin
PIKDOMAIN: RD5 - Climate Economics and Policy - MCC Berlin
Research topic keyword: Cities
Regional keyword: Asia
MDB-ID: No MDB - stored outside PIK (see locators/paper)
Model / method: Econometrics
Working Group: Cities: Data Science and Sustainable Planning
Research topic keyword: Economics
 Degree: -

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Title: npj Sustainable Mobility and Transport
Source Genre: Journal, other, oa
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Pages: - Volume / Issue: 2 Sequence Number: 4 Start / End Page: - Identifier: CoNE: https://publications.pik-potsdam.de/cone/journals/resource/3004-8664
Publisher: Nature