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Explore cutting-edge Earth science research methods aimed at protecting our planet in this 38-minute AGU presentation. Delve into complex challenges facing Earth, including biodiversity loss, ecosystem degradation, pollution, natural hazards, resource management, and climate change. Learn how advanced location-based technologies, data analysis techniques, and storytelling methods support Earth and space scientists in expanding our understanding of Earth's systems. Witness demonstrations on extracting insights from massive volumes of multidimensional earth observations using comprehensive analytical methods, spatial algorithms, machine learning, and deep learning techniques to address global environmental issues.