In an era where environmental challenges demand precise solutions, "Earth Insight Revolution" emerges as an authoritative guide to the cutting-edge intersection of satellite images and big data analytical techniques. This book by Dr. Saurabh and Dr. Tasneem bridges the gap between traditional Earth observation approaches and modern analytical capabilities, offering readers a profound understanding of how these technologies are revolutionizing land surface monitoring. From urban development monitoring to climate change assessment, the book expertly navigates through advanced methods, including Feature Based Image Retrieval (FBIR) systems, deep learning applications, and innovative change detection techniques. Whether you're a researcher in environmental science, a data analytics professional, or a student exploring geospatial technologies, this book provides invaluable insights into harnessing the power of satellite images and big data for environmental monitoring. With detailed explorations of Landsat-8 and Sentinel-2 images, coupled with cutting-edge analytical approaches, this work is a practical guide and a vision of the future where technology meets environmental stewardship.