Figure 10
From: An open source Python library for environmental isotopic modelling

Isocompy data preparation. Location information (X, Y: coordinates; Z: altitude) is used to calculate the feature information in these positions. Preprocess classes are created for the precipitation, temperature, cumulative humidity, δ18O and δ2H of precipitation. Rain, temp and hum are panda dataframes that contain ID, Date and Value columns.