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Black Marble Learning Resources

Browse our list of resources to learn more about how to discover, access, and use Black Marble data.

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Black Marble Tools

Access useful tools and guidance for using Black Marble products.

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GitHub Repository

This Day/Night Band image from the VIIRS instrument aboard the Suomi NPP satellite features an aurora in the northern hemisphere on February 22, 2017.

VIIRS Day/Night Band Data Augments Aurora Forecast Model Predictions

A comparison of aurora forecasts with actual satellite observations suggests VIIRS DNB data can enhance space weather prediction efforts.

Data in Action

May 30, 2025

Introducción a los Datos de Luces Nocturnas de NASA "Black Marble"

Esta capacitación de ARSET cubre habilidades para adquirir y utilizar datos de Black Marble y productos de luces nocturnas.

Training

Dec. 3, 2020

Introduction to NASA's "Black Marble" Night Lights Data

This ARSET training focuses on building the skills needed to acquire and understand Black Marble data and choose the appropriate nighttime lights product.

Training

Dec. 3, 2020

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