In recent times, revolutionary developments in remote sensor technology changed the pace of data acquisition in volume, variety, and veracity. The challenge is handling, processing, and automating geo-data from various sources such as multi-platform RS sensors and IoT devices, and making intelligent decisions on the fly. A self-motivated group of members of IEEE, contributing significantly in the fields of Geoscience, Remote Sensing, and Machine Intelligence, have come together to form a society, MIGARSS, that promotes research towards the applications of Machine Intelligence for GeoAnalytics and Remote Sensing.