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

Data and code required to complete urban heat island analyses. 

Code:
data_extraction - gives examples of how to process and extract surface temperature from Landsat data (freely available from USGS).

gamms - code to run all urban heat island statistical analyses and corresponding figures.

RMA - ranged major axis regression analyses to compare satellite surface temperature and in situ ambient temperature

Data:
Urban, change, and non-urban shapefiles show spatial regions defined for analysis.

Data csvs required for running code detailed above.

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.

所需的数据和代码以完成城市热岛效应分析。代码示例展示了如何处理和从Landsat数据（可从美国地质调查局免费获取）中提取地表温度。gamms代码用于运行所有城市热岛统计分析和相应的图表。RMA（范围主轴回归分析）用于比较卫星地表温度和现场环境温度。数据包括城市、变化和非城市形状文件，这些文件定义了分析的空间区域。运行上述代码所需的数据csv文件。Makassar_urban_lc_change.tif是一个栅格文件，显示了像素首次被检测为城市年份，基于11种监督土地覆盖分类。