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

38 Pages Posted: 27 Jan 2024

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 granular data on economic activity are scarce. To demonstrate our method, we use multi-spectral imagery—publicly available across the globe—to evaluate India’s varied road construction projects in the early 2000s. Estimating the model requires only remotely-sensed data, while evaluating welfare impacts requires one year of population data, which are increasingly available through public sources. We find that India’s road investments from this period improved aggregate welfare, particularly for the largest and smallest urban markets. The analysis further reveals that most welfare gains accrued within Indian districts, demonstrating the potential benefits of using of high spatial resolution of satellite images.

JEL Classification: O1,R1

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). HKS Working Paper No. RWP24-003, Available at SSRN: https://ssrn.com/abstract=4707908 or http://dx.doi.org/10.2139/ssrn.4707908

Kathryn Baragwanath Vogel

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

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

Gordon Hanson (Contact Author)

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

Do you have a job opening that you would like to promote on SSRN?

Paper statistics

Downloads
90
Abstract Views
445
Rank
581,152
PlumX Metrics