Spatio-temporal development of the urban heat island in a socioeconomically diverse tropical city

Data and code required to complete urban heat island analyses. <br> <br> <strong>Code:</strong> data_extraction - gives examples of how to process and extract surface temperature from Landsat data (freely available from USGS). <br> gamms - code to run all urban heat island statistical analyses and corresponding figures. <br> RMA - ranged major axis regression analyses to compare satellite surface temperature and in situ ambient temperature <br> <strong>Data:</strong> Urban, change, and non-urban shapefiles show spatial regions defined for analysis. <br> Data csvs required for running code detailed above. <br> Makassar_urban_lc_change.tif is a raster showing the year a pixel was first detected as urban based on 11 supervised land cover classifications.

完成城市热岛分析所需的数据与代码。<br><br><strong>代码：</strong> data_extraction - 提供从Landsat数据（可从USGS免费获取）中处理和提取地表温度的示例。<br>gamms - 用于执行所有城市热岛统计分析及生成相应图表的代码。<br>RMA - 范围主轴回归分析（RMA）代码，用于比较卫星地表温度与原位环境温度<br><strong>数据：</strong>城市、变化及非城市shapefile文件展示了为分析定义的空间区域。<br>运行上述代码所需的数据CSV文件。<br>Makassar_urban_lc_change.tif是一幅栅格图像，基于11次监督土地覆盖分类，显示每个像素首次被检测为城市区域的年份。