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Satellite-derived indicators

Geospatial

Satellite-derived indicators: monthly NASA Black Marble nighttime lights by country and state for 16 Asian economies (from 2019), and radar-altimetry water levels for about 730 lakes and reservoirs in 98 countries (from 1992). Research-grade water stations are frozen archives; filter grade = operational for current levels.

NASA Black Marble & satellite-derived indicators · Global · 2 datasets · 1.8K series · counted Oct 15, 2026

SQL schema satellite

Datasets2

Lake and reservoir water levels, satellite altimetry (CNES Hydroweb)satellite_water_levels · 1.3K series · Newest Oct 10, 2026 · Refreshed Oct 15, 2026
Nighttime lights by country and state, monthly (NASA Black Marble)satellite_nightlights · 450 series · Newest Aug 1, 2026 · Refreshed Oct 15, 2026