| Name | Country code |
|---|---|
| Albania | ALB |
| Bulgaria | BGR |
| Germany | DEU |
| United Kingdom | GBR |
| Georgia | GEO |
| Kazakhstan | KAZ |
| Kyrgyz Republic | KGZ |
| Moldova | MDA |
| Poland | POL |
| Romania | ROU |
| Russian Federation | RUS |
| Serbia | SRB |
| Tajikistan | TJK |
| Turkiye | TUR |
| Ukraine | UKR |
| Uzbekistan | UZB |
The scope of the study includes:
Albania, Belarus, Bulgaria, Georgia, Germany, Kazakhstan, Kyrgyz Republic, Moldova, Poland, Romania, Russian Federation, Serbia, Tajikistan, Turkey, Ukraine, United Kingdom, Uzbekistan
| Name | Affiliation |
|---|---|
| Paula Restrepo Cadavid | World Bank |
| Grace Cineas | World Bank |
| Sofia Zhukova | World Bank |
| Name | Affiliation |
|---|---|
| Benjamin Stewart | World Bank |
| Katie McWilliams | World Bank |
| Luis E. Quintero | World Bank |
| Name |
|---|
| Department for International Development, United Kingdom |
| Start | End |
|---|---|
| 2015-04-01 | 2016-09-01 |
Data collection was done through work with the World Bank economists and statistical offices in each of the countries (for the demographic data), and the Geospatial Operations Support Team (GOST) of the World Bank (for the spatial data, nighttime lights).
Global Nighttime Lights (NTL) data was recorded by the Defense Meteorological Satellite Program (DMSP), in the National Geophysical Data Center (NGDC), NOAA. The data was collected using polar orbiting satellites that provide full cover of the globe twice a day. The satellites have an Operation Linescan system which allows them to detect low levels of visible-near infrared radiance at night. With this data, it is possible to detect clouds illuminated by moonlight, lights from cities and towns, industrial sites, gas flares, fires, lightning, and aurora.
The use of the datasets must be acknowledged using a citation which would include:
Example:
Paula Restrepo Cadavid, Grace Cineas, Sofia Zhukova, World Bank. Cities in Europe and Central Asia Database 1992 - 2012 (CECA 1992-2012), Ref. ECA_2015_CECA_v01_M. Dataset downloaded from [URL] on [date].
| Name | Affiliation |
|---|---|
| Sofia Zhukova | World Bank |
| Paula Restrepo Cadavid | World Bank |
The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses.
| Name | Affiliation | |
|---|---|---|
| Paula Restrepo Cadavid | World Bank | prestrepocadavid@worldbank.org |
| Sofia Zhukova | World Bank | szhukova@worldbank.org |
| Name | Affiliation | Role |
|---|---|---|
| GSU09 - Urban, DRM ECA | World Bank |
Sharing of metadata, the dataset and documents |
| Development Data Group | World Bank |
Preparing and publishing of the DDI |
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