Using Satellite Imagery to Detect the Impacts of New Highways: An Application to India

56 Pages Posted: 22 Jan 2024 Last revised: 24 Jan 2025

See all articles by Kathryn Baragwanath Vogel

Kathryn Baragwanath Vogel

University of California, San Diego (UCSD)

Gordon Hanson

Harvard University - Harvard Kennedy School (HKS)

Amit Khandelwal

Yale University

Chen Liu

National University of Singapore

Hogeun Park

World Bank

Multiple version iconThere are 2 versions of this paper

Date Written: January 2024

Abstract

This paper integrates daytime and nighttime satellite imagery into a spatial general-equilibrium model to evaluate the returns to investments in new motorways. Our approach has particular value in developing-country settings in which spatially granular economic data are scarce. To demonstrate our method, we use publicly available imagery to evaluate India’s road construction projects in the early 2000s. Estimating the model and evaluating welfare impacts only requires remotely-sensed data. We find that India’s road investments improved aggregate welfare, particularly for the largest and smallest urban markets. Most welfare gains accrued within Indian districts—the unit of analysis in conventional approaches—which demonstrates the benefits of using of high-resolution satellite imagery.

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Suggested Citation

Baragwanath Vogel, Kathryn and Hanson, Gordon and Khandelwal, Amit and Liu, Chen and Park, Hogeun, Using Satellite Imagery to Detect the Impacts of New Highways: An Application to India (January 2024). NBER Working Paper No. w32047, Available at SSRN: https://ssrn.com/abstract=4702241

Kathryn Baragwanath Vogel (Contact Author)

University of California, San Diego (UCSD) ( email )

9500 Gilman Drive
Mail Code 0502
La Jolla, CA 92093-0112
United States

Gordon Hanson

Harvard University - Harvard Kennedy School (HKS) ( email )

79 John F. Kennedy Street
Cambridge, MA 02138
United States

Amit Khandelwal

Yale University ( email )

Chen Liu

National University of Singapore ( email )

Singapore
Singapore

HOME PAGE: http://https://sites.google.com/view/chen-liu/home

Hogeun Park

World Bank ( email )

1818 H Street, NW
Washington, DC 20433
United States

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