Flood Data Analysis on SpaceNet 8 Using Apache Sedona

arXiv:2404.18235v1 Announce Type: new
Abstract: With the escalating frequency of floods posing persistent threats to human life and property, satellite remote sensing has emerged as an indispensable tool for monitoring flood hazards. SpaceNet8 offers a unique opportunity to leverage cutting-edge artificial intelligence technologies to assess these hazards. A significant contribution of this research is its application of Apache Sedona, an advanced platform specifically designed for the efficient and distributed processing of large-scale geospatial data. This platform aims to enhance the …

abstract analysis apache artificial artificial intelligence arxiv cs.cv data data analysis edge flood hazards human intelligence life monitoring property satellite sensing technologies threats tool type unique