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Federico Mantovani

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© Federico Mantovani 2025Build: v0.3.0 (production)

Project: Infrared Marble

Feb - Aug 2025

NextJSReact.jsLeafletPlotlyFastAPIPythonTypeScriptDockerdocker-composevisualizationgeodata
Infrared Marble
Infrared Marble
Image 45
Home map view - Select region of interest
Compare and visualize night-time light imagery
Statistics - View detailed sensor data collection statistics
Infrared Marble
Image 45
Image 47
Image 47
Image 46
Image 46

Night-time light monitoring tool

Feb - Aug 2025

Night-time light overpass comparison and viewer tool

This dashboard allows humanitarian and peace researchers to analyze night-time light (NTL) imagery collected from two instruments, NASA's Black Marble and the Chinese LuoJia-01 satellite. NTL is broadly applicable for analyzing and predicting economic activity in remote regions where access is otherwise restricted.

  • Fully custom analysis and comparison dashboard written in NextJS/React for the visual part
  • Visualizations using Leaflet + OpenStreetMap for cartography, and Plotly for statistics
  • Backend and data processing implemented in FastAPI, handling the vast amounts of raw sensor data required for the analysis
  • Containerized in a simple locally runnable executable with Docker and Docker Compose

Link to project: https://github.com/Starbix/Infrared_Marble