In Episode 112 of Bionic Planet, titled "Fantasy Football and Dynamic Baselines: New Tools for Impact Assessment," we unpack the often misunderstood concept of dynamic baselines and its origin in synthetic controls, using fantasy football as an analogy. The episode begins with a clear and relatively simple explanation of dynamic baselines, which have emerged as a valuable tool in climate finance. Unlike traditional static baselines, which rely on fixed reference points, dynamic baselines adapt to changing conditions and provide a more accurate measure of impact. We discuss the importance of data and the need for robust methodologies to ensure that we can effectively attribute changes in deforestation and other environmental metrics to specific interventions. Our guests for this episode are Lynn Riley from the American Forest Foundation and David Schoch from TerraCarbon, both of whom have played pivotal roles in advancing the application of synthetic controls in carbon markets. They share insights from their work on the Family Forest Carbon Program, which aims to engage small family landowners in sustainable forest management practices. Through their collaboration, they have developed methodologies that not only improve the accuracy of carbon accounting but also empower landowners to adapt their practices based on real-time feedback. Throughout the episode, we examine the challenges of establishing effective baselines in diverse contexts, particularly in the United States. We highlight the significance of the Forest Inventory and Analysis (FIA) data, which provides a rich source of information for modeling deforestation risk and assessing the impact of various interventions. The conversation also touches on the importance of addressing confounding variables and ensuring that methodologies are applicable across different forest types and ownership structures. As we wrap up, we reflect on the broader implications of dynamic baselines for climate finance and the potential for these innovative approaches to drive meaningful change in forest management. By fostering a more responsive and data-driven framework, we can better understand the impacts of our actions and work towards a more sustainable future. Join us for this engaging episode as we bridge the worlds of sports and environmental science, uncovering the lessons that can be learned from both fields in our quest to navigate the Anthropocene. Timestamps 00:00:00 - Introduction to Bionic Planet and Episode Overview 00:01:03 - Justin Fields and the NFL Draft Dynamics 00:02:14 - Caleb Williams vs. Justin Fields: A Season Comparison 00:04:27 - Troy Aikman on Rookie Quarterback Struggles 00:05:53 - Sam Darnold's Journey Through the NFL 00:06:58 - Kurt Warner's Unlikely Rise to Success 00:07:48 - Connecting Sports Performance to Climate Impact Assessment 00:08:31 - Challenges in Measuring Success in Climate Finance 00:09:12 - Dynamic Baselines vs. Traditional Baselines 00:10:32 - Introduction of Guests: Lynn Riley and David Schoch 00:11:18 - Overview of the Family Forest Carbon Program 00:11:59 - The Green Municipalities Program in Brazil 00:12:53 - Evaluating the Impact of the Green Municipalities Program 00:13:58 - Synthetic Control Method Explained 00:15:30 - Causal Inference and Its Importance 00:16:52 - Fantasy Football as an Analogy for Synthetic Controls 00:19:00 - Comparison of Real and Synthetic Outcomes 00:20:58 - The Role of Data in Impact Assessment 00:21:31 - Discussion on the Synthetic Control Method Paper 00:22:30 - David Schoch's Contributions to the Research 00:25:05 - Weighting in Synthetic Control Methodology 00:26:32 - Eliminating Uncertainty in Climate Finance 00:28:13 - Linking Methodologies to Improved Forest Management 00:30:59 - Data Sufficiency and Methodology Applicability 00:31:39 - Engaging Small Landowners in Carbon Markets 00:33:43 - The Role of the U.S. Forest Service Data 00:35:41 - Public Consultation and Me