Aerial photo of photovoltaic panel sun room

What are photovoltaic modules used for?

Photovoltaic modules are used to convert light directly into electricity. “Aerial photography, to me, is like data visualization for scientists,” Hegen says in a 2022 interview with Fortune. “The elevated perspective has such a remarkable ability to show the scale and context of a landscape.

How much power does a photovoltaic system produce in 2021?

In 2021, photovoltaic (PV) power generation amounted to 821 TWh worldwide and 14.3 TWh in France 1. With an installed capacity of about 633 GWp worldwide 2 and 13.66 GWp in France, PV energy represents a growing share of the energy supply.

Can deep convolutional networks be used for aerial imagery?

The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: an empirical study with solar array detection. In 2017 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1–8 (IEEE, 2017).

How do we address distribution shift in PV array mapping pipelines?

To address this issue, known as distribution shift, and foster the development of PV array mapping pipelines, we propose a dataset containing aerial images, segmentation masks, and installation metadata (i.e., technical characteristics). We provide installation metadata for more than 28000 installations.

What is the role of photovoltaic energy generation in the energy transition?

Scientific Data 10, Article number: 59 (2023) Cite this article Photovoltaic (PV) energy generation plays a crucial role in the energy transition. Small-scale, rooftop PV installations are deployed at an unprecedented pace, and their safe integration into the grid requires up-to-date, high-quality information.