ViGEO: an Assessment of Vision GNNs in Earth Observation

arXiv:2402.09962v1 Announce Type: new
Abstract: Satellite missions and Earth Observation (EO) systems represent fundamental assets for environmental monitoring and the timely identification of catastrophic events, long-term monitoring of both natural resources and human-made assets, such as vegetation, water bodies, forests as well as buildings. Different EO missions enables the collection of information on several spectral bandwidths, such as MODIS, Sentinel-1 and Sentinel-2. Thus, given the recent advances of machine learning, computer vision and the availability of labeled data, researchers demonstrated …

abstract arxiv assessment buildings collection cs.cv earth earth observation environmental events forests gnns human identification long-term monitoring natural observation resources satellite systems type vision water