Estimated height of the OpenStreetMap buildings of 24 French communes using the GeoClimate Software (version 0.0.1)

This repository contains: a folder called "_toReproduceResults" containing data, script and methodology to reproduce most of the work described in the research manuscript, the main output of the research work: 24 folders (each of them corresponding to a French city), containing building geometry footprints and their corresponding building height as well as averaged building height value aggregated at rectangular grid cell (100 m by 100 m). The footprint geometries comes from the OpenStreetMap project and the building height has been estimated using a RandomForest algorithm using as independent variables indicators describing the building size and shape and the building environment. The data has been produced using the GeoClimate Software (version 0.0.1). A more detailed description of the content can be used in the file "Metadata.csv".本代码仓库包含：一个名为"_toReproduceResults"的文件夹，内置用于复现研究手稿中所述绝大多数研究工作的数据、脚本与方法论；本研究的核心产出为24个文件夹（每个对应一座法国城市），内含建筑几何占地面积轮廓（building geometry footprints）、对应建筑高度，以及以100米×100米矩形网格单元聚合得到的平均建筑高度值。上述建筑几何占地面积轮廓数据源自OpenStreetMap项目，建筑高度则通过随机森林（RandomForest）算法估算得到，该算法以描述建筑尺寸、形态及建筑周边环境的指标作为自变量。本数据集通过GeoClimate软件（版本0.0.1）生成，有关其内容的更详细说明可于"Metadata.csv"文件中查阅。