EchoEarth Initiative: AI-Powered Subsurface Mineral Detection

The EchoEarth Initiative is a global AI-driven system that integrates satellite remote sensing, spectral analysis, and machine learning to detect subsurface minerals and monitor environmental patterns. This non-invasive approach supports sustainable resource exploration, with over 13 identified sites across Africa and Asia and one site already field-validated. The project promotes eco-conscious exploration and data-driven environmental stewardship. © 2025 Shaimaa El Zaini. All Rights Reserved. No part of this work (including text, images, data, and methodologies) may be copied, modified, distributed, or used without prior written permission from the author. This includes the "EchoEarth Initiative" project and associated scientific research, with all rights fully retained by the author under international intellectual property laws. For academic use or collaboration, please contact: echoearthmanager@gmail.com