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Exploring the Potential of Machine Learning for Automatic Slum Identification from VHE Imagery
(CAF, 2016-11-23)
Slum identification in urban settlements is a crucial step in the process of formulation of propoor policies. However, the use of conventional methods for slums detection such as field surveys may result time consuming and ...
Measuring the size and growth of cities using nighttime light
(CAF, 2018-09-20)
This paper uses high-resolution images of nighttime luminosity to estimate a globally comparable measure of the size of metropolitan areas around the world for the years 2000 and 2010. We apply recently-proposed methodologies ...
Bimodal Transport Infrastructure and Regional Development: Evidence from Argentina, 1960 - 1991
(CAF, 2021-04-13)
We estimate the impact of railroad and road infrastructure on local economic development through the study of massive transport infrastructure changes in Argentina. Following a World Bank study, 10,000 kilometers of railroads ...
Effect of Socio-Economic Stratification on House Value in Bogotá
(CAF, 2016-12-24)
This paper investigates the impact of urban fiscal policies on housing value. We use a focalization system in Bogotá where certain subsidies and taxes are targeted based on a classification of houses according to external ...