physical-world
Night Lights: Lesotho, Change vs Year Earlier (%)
Latest
11.3%
Methodology
## What this measures
The percent change in how brightly Lesotho's land shines at night from the same month a year earlier, from NASA's Black Marble satellite record (VNP46A3).
## Why it matters
Comparing with the same month removes the seasons, so a fall points to lost power or activity (war, disasters, fuel shortages, blackouts) and a rise to electrification, recovery or growth.
## How to read it
Above zero means brighter than a year earlier. Single months move with cloud cover, fires and moonlight, so read several together; a fall of a fifth or more from a year earlier is rare outside a shock.
## What it does not say
Light is not output. LED street lighting, efficiency and curfews change it without any change in activity, and gas flares, wildfires and lit fishing fleets near the coast add light that is not the economy. The satellite passes at about 1:30 a.m. local time, so it sees what stays lit after midnight, not the evening peak. Faint light from moonlight and the atmosphere is corrected but not perfectly, and cloud cover changes which nights a month is built from. Brighter LED lighting can lift the change for years without more activity.
## How it's built
The month's value of nightlights.radiance.lso (see its methodology for coverage and gap-filling) divided by the same month a year earlier, minus one, in percent. Only months where both have a reading. From January 2013.
## Source
NASA Black Marble VNP46A3, collection 2 (VIIRS/NPP Lunar BRDF-Adjusted Nighttime Lights Monthly L3 Global 15 arc-second, doi:10.5067/VIIRS/VNP46A3.002), from NASA's LAADS DAAC. NASA Earth science data have no restrictions on use or redistribution (CC0). Boundaries: Natural Earth 10m (public domain). Palanor calculation; NASA does not endorse it. Refreshed by /api/cron/nightlights-publish from a GitHub Actions job that reads only the radiance, quality and land layers and stores no imagery.
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