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ZENODO
Dataset . 2021
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2021
License: CC BY
Data sources: Datacite
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Harmonized Nighttime Lights for Africa (Vintage)

Authors: Chiovelli, Giorgio; Michalopoulos, Stelios; Papaioannou, Elias; Regan, Tanner;

Harmonized Nighttime Lights for Africa (Vintage)

Abstract

A harmonized series of annual nighttime lights, made temporally consistent across the DMSP-OLS (from 1992) and VIIRS satellite sensors, which are not directly comparable in their raw form. Provided as annual raster composites for long-run analysis of economic activity and development. The harmonization is validated in Illuminating the Global South (Chiovelli, Michalopoulos, Papaioannou & Regan, The Economic Journal, 2025).

Though this Africa vintage has been superseded, we continue to keep it available for download in case researchers had used it and need a public record. We note that the pixel values should largely be similar, but will not be the same when comparing the final dataset with the old Africa version.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average