This map shows the detections of DeepPVMapper, aggregated at the city level to preserve privacy. Individual PV panels are not displayed. The map is optimized for desktop browsing.

How to Use

• Each point is a city. Click to view detailed statistics about detected PV systems.
• Use the search bar to locate specific cities.

Rooftop PV Installations Statistics

For each city, we display: the number of detected systems (bottom-coded at 10 per city, as in the RNI), and the total installed capacity reported in kWp.

In cities with more than 30 systems, additional plots show the distribution of the installed capacity, tilt angles and azimuth orientations.

We indicate when there are no detections in a city. It may come from either DeepPVMapper or the true absence of PV systems.

Consensus Metrics

When available, we report metrics comparing DeepPVMapper to RNI data:

• Pseudo average percentage error (APE) at the city scale, indicating local agreement between the RNI and DeepPVMapper.
• Pseudo precision, recall, and F1 score at the departmental scale.

📖 See our paper for methodology and interpretation details.
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📧 For questions or feedback, feel free to contact me.