Hourly Air Temperature Datasets from city of Novi Sad - NSUNET system

This dataset captures hourly air temperature data from 12 urban sites in Novi Sad (Serbia) over a period of 2 years covering 2016 and 2017 (measurement time is in UTC). There are 2 datasets in the collection: one dataset provides details about the 12 sites at which the temperature sensors are placed (Table 1, excel file), while the second file contains air temperature data at the 12 locations (.csv file). In all, the second dataset contains 17,544 instances of air temperature data. The temperature data has been cleaned and gap-filled so there are 24 measures at each site for each day. There are multiple potential uses for this data. It can provide insights when trying to understand intra-urban and inter-urban research, urban climate modeling on local or micro scales, heat-related public health investigations and urban environment inquiries. It can also be used in machine learning experiments, for example, to test the accuracy of classification algorithms or to build and validate spatio-temporal machine learning functions, either for classification purposes or for gap filling.本数据集收录了塞尔维亚诺威萨（Novi Sad）12个城市观测站点2016至2017年共计2年的逐小时气温数据，观测时间采用协调世界时（UTC）。本数据集集合包含两份子数据集：其一为12个气温传感器部署站点的详细信息（表1，Excel格式文件）；其二为12个站点的气温观测数据（CSV格式文件）。其二总计包含17,544条气温观测记录。该气温数据已完成预处理清洗与缺测值填补，因此每个站点每日均可获取24条逐小时观测数据。本数据集具备多维度潜在应用场景：可用于支撑城市内部与跨城市相关研究、局地或微尺度城市气候建模、热相关公共卫生调查以及城市环境领域研究。此外，该数据集亦可应用于机器学习实验，例如测试分类算法的预测精度，或构建并验证时空机器学习模型，可用于分类任务或缺测值填补场景。