Cultural ecosystem service supply-demand matching and cultural demand cluster distribution: A case study of hilly and mountainous areas in southern China

The location dataset of ecosystem service cultural needs was obtained from the points of interest (POIs) of China's open public platform, Gaode Map. The longitude, latitude, description, and comments of POIs were filtered based on keywords among all POIs in the study area using Python's public application programming interface (API) These datasets are publicly available, and information protected by user privacy was not captured. We pre-processed all the collected POIs with coordinate transformation and data cleaning. All POI points have been checked and we collect a total of 3614 valid poi for December 2015. Collect 7,615 valid POI points for December 2022.

生态系统服务文化需求位置数据集，取自中国开放公共平台高德地图（Gaode Map）的兴趣点（Points of Interest，POI）数据。研究团队借助Python公开应用程序编程接口（Application Programming Interface，API），以关键词为筛选依据，对研究区域内的全部POI进行筛选，获取目标POI的经度、纬度、描述信息及用户评论。此类数据集均为公开可获取资源，且未采集受用户隐私保护的相关信息。研究人员对所有采集到的POI开展了坐标转换与数据清洗等预处理操作。经核查确认后，2015年12月共得到有效POI 3614个，2022年12月共得到有效POI 7615个。