climate indices
indices for extreme climate change detection (ETCCDI)
Climate models output terabytes of raw temperature and precipitation data at a sub-daily resolution. Climate indices are often used to identify extreme conditions such as drought or intense rainfall from the climate data.
Here I calculate ETCCDI climate change detection indices for Peru using daily precipitation from the ERA5-back extension (1950-1978) and ERA5 (1979-2019) reanalysis data. Number of days in year with precipitation > 20mm indicates intense rainfall that could potentially trigger a glacier lake outburst flood (shown purple).
The code to calculate the climate change detection indices is here