This book offers a comprehensive guide to the geo-data revolution, emphasizing how cutting-edge advancements in spatial analysis and natural hazard mapping are transforming global industries and enhancing environmental monitoring. It explores real-world applications across various sectors such as urban planning, disaster management, agriculture, and more. Key topics include the rapid evolution of geo-data collection technologies and advanced spatial analysis tools, highlighting their pivotal role in improving our understanding of Earth's environmental processes. Practical case studies showcase how geo-data is applied to tackle real-world challenges, from mapping natural hazards to optimizing infrastructure planning and advancing environmental conservation. Designed for geospatial professionals, researchers, policymakers, and students, the book provides both technical foundations and insights into the future of spatial technologies. With practical applications, this book will equip readers with the knowledge needed to harness geo-data for sustainable development, disaster resilience, and environmental protection. It can help communities worldwide expand their knowledge in disaster mapping, management, and mitigation.