Transforming Carbon Markets with Satellite Imagery and AI - Clinton Libbey скачать в хорошем качестве

Transforming Carbon Markets with Satellite Imagery and AI - Clinton Libbey

In this episode of This Week in Carbon, host Edward Smith engages with Clinton Libbey, founder of Kumi Analytics, to explore the transformative role of satellite imagery and AI in carbon markets. Clinton shares his extensive background in remote sensing, detailing his journey from working with NASA's early image processing systems to founding Kumi Analytics. The conversation delves into the complexities of using satellite data for environmental monitoring, particularly in carbon projects, and highlights the importance of deep learning in extracting valuable insights from satellite imagery. Clinton emphasizes the need for accurate environmental intelligence to improve the integrity and transparency of carbon credits, especially in light of past scandals in the carbon market. Key highlights: • Satellite imagery is the richest source of information. • Deep learning is crucial for extracting value from complex satellite data. • Combining different satellite types enhances data accuracy. • Mangroves are critical for carbon sequestration but face significant threats. • High-resolution data is essential for accurate c• Satellite imagery is the richest source of information. Chapters: 00:00 - Introduction and Background 02:14 - Clinton Libbey's Journey in Remote Sensing 05:08 - Deep Learning and Satellite Imagery 07:11 - The Shift to Carbon Markets 10:53 - Types of Satellites for Environmental Monitoring 16:29 - Data Fusion and Ecosystem Variations 19:27 - Blue Carbon and Mangrove Restoration 25:08 - Challenges in Blue Carbon Projects 28:56 - Estimating Below Ground Carbon 31:14 - Kumi's Approach to Mangrove Restoration 34:26 - Collaboration with Private Developers 36:24 - The Future of Digital MRV 40:23 - Interoperability and Standardization in Carbon Markets 46:08 - Conclusion and Key Insights