Points for Energy Renovation (PointER): A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics

A LiDAR-based point cloud dataset of more than one million building point clouds. Around half of the point clouds are linked to energy performance features (i.e. EPC, etc.). The dataset contains one point cloud for every building property in 16 English districts. Districts include rural and urban regions and represent the overall English building stock. The energy performance features are linked via the Unique Property Reference Number. This way, the point clouds can easily be connected to other features, too.