This talk will present and demonstrate new Python and Jupyter ecosystems tools to analyse huge amount of satellite or more generally geospatial data. Our goal is to demonstrate that we are close to be able to propose a Google Earth Engine open alternative, that anyone may use and contribute to. It is thus aimed at developers or scientists in the geospatial data analysis field, and will be about technologies such as JupyterGIS, Xarray, Titiler and OpenEO. A full use case demonstration on Snow Detection will be showcased at the end of the talk.