PV ATLAS

Data

Data & Code

PV Atlas is built to be reproducible. Everything below is either open already or will be released with the paper.

Available now

Research paper (PDF)

The full preprint, including every figure and the evaluation protocol.

Open

Jiang et al. PV01 dataset

The 0.1 m UAV orthophotos and array annotations the resolution study is built on. CC-BY-4.0.

Open

Sentinel-2 L2A COGs

The satellite imagery, free and credential-free from the public AWS bucket.

Open

TESSERA embeddings

The Cambridge foundation model whose 128-dimension, 10 m annual embeddings the national inventory is built on.

Open

In preparation

Pakistan rooftop PV inventory

Detected arrays with location, area and install year, as GeoJSON. Releases with the national paper.

Coming with the paper

Detection pipeline

Source for the embedding search, sub-pixel estimation and dating steps.

Coming with the paper

Documentation

Schema, confidence semantics and validation protocol for the inventory.

Coming with the paper

Want early access, or have ground-truth rooftops we can validate against? Get in touch.

Get in Touch