Identifying urban areas by combining human judgment and machine learning
An application to India
Bibliographic Data
| ID | 11079433 |
|---|---|
| Authors | VIRGILIO GALDO (World Bank), Yue Li (0009-0004-9365-9070, World Bank, corresponding author), Martin Rama (0000-0001-7018-7526, World Bank) |
| Year | 2021 |
| Volume | 125 |
| Pages | 103229 |
| Publication date | 2021-09-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Urban Economics (JOURNAL) |
| Journal identifiers | ISSN: 0094-1190 • E-ISSN: 1095-9068 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.jue.2019.103229 |
| OpenAlex | W2998027834 |
| Language | EN |
| Citations received | 10 |
| References cited | 36 |
Census · Consistency (knowledge bases · Economic growth · Economics · Geography · Population · Regional science · Sample (material · Socioeconomics · Sociology · Urbanization · Artificial Intelligence · Computer Science · Demography · Human Mobility and Location-Based Analysis · Impact of Light on Environment and Health · Urban Transport and Accessibility
Constructing multi-level urban clusters based on population distributions and interactions
Metropolitan areas in the world. Delineation and population trends
Examining the economic impact of Covid-19 in India through daily electricity consumption and nighttime light intensity
Exploring the spectrum of urban area key figures using data from Finland and proposing guidelines for delineation of urban areas
Delineating urban areas using building density
Definition matters. Metropolitan areas and agglomeration economies in a large-developing country
A long-term, regional-level analysis of Zipf's and Gibrat's laws in the United States
Classifying locations and delineating space
A better delineation of U.S. metropolitan areas
China’s commuting-based metropolitan areas
Positive Psychology in Practice
The Area and Population of Cities
Urbanization and Structural Transformation
Statistical Modeling
A Fifteen Year Record of Global Natural Gas Flaring Derived from Satellite Data
Causes of Sprawl
Gibrat's Law for (All) Cities
The Economics of Density
Who are the crowdworkers?
Big Data and Big Cities
Modis Collection 5 global land cover
Random Forests
What Can Economists Learn from Happiness Research?
Cities, Lights, and Skills in Developing Economies
Applying the Degree of Urbanisation to the globe
Dots to boxes
Detecting urban markets with satellite imagery
Cities, lights, and skills in developing economies
Increasing Returns and Economic Geography
Microeconometrics; Methods and Applications
A Proposal to Delineate Metropolitan Areas in Colombia
Big Data
Machine Learning
The View from Above
| Unique citing works | 10 |
|---|---|
| Citations per year | 1,67 |
| Citation span | 2020 - 2025 (6) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 10 |