OVER 9 BILLION GLOBAL GHG EMISSIONS FACTORS, UPDATED TO 2023 - BETA VERSION AVAILABLE

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About Us

The TASA Backstory

The data products and services made available through TASA are the result of over a decade of academic research led by Drs. Yi Yang and Timothy Smith. Yi and Tim met at the University of Minnesota in 2009, where Tim is a professor of Sustainable Systems Management and Yi was pursuing a master’s degree. Yi eventually moved on to the University of California, Santa Barbara to complete his Ph.D., under the direction of Dr. Sangwon Suh, and later worked with Dr. Wes Ingwersen to lead the development of the US EPA’s USEEIO model. Meanwhile, Dr. Smith and his lab continued to advance spatial-temporal life-cycle inventory methods and streamlined LCA approaches. Tim and Yi reunited in 2015 at the University of Minnesota, where they continued collaborations in the broad area of hybrid-LCA.  


In 2020, Tim and Yi embarked on their current trajectory to make high-quality, actionable, and accessible carbon accounting resources available commercially through TASA. While not originally setting out to develop a new global EEIO data resource, they quickly realized the need for consistently constructed, high-resolution emissions data, expanded for corporate and supply chain carbon management applications. In only a short time, these data have been used by some of the largest companies in the world to inform supplier engagement programs, hybrid- and facility-level emissions estimates for high-emitting inputs, identification and sizing of project-level interventions, and implementation of carbon-free electricity programs in upstream supply chains – among others. 


Over time, the TASA team has grown into a small but mighty force of leading scholars, researchers, and practitioners.



Key Personnel

Craig Arnold, MS

Ann Cunningham-Smith, PhD/MA

Marissa Beste, MBA

Craig has over a decade of sustainability experience, with a background in life cycle assessment and sustainable design, and has worked as an Environmental Design Engineer at Apple and a Carbon Expert at Watershed. He is currently a Fellow and Adjunct Professor at Northwestern University. 

Marissa Beste, MBA

Ann Cunningham-Smith, PhD/MA

Marissa Beste, MBA

Marissa is an experienced leader bringing a passion for customer experience, operational excellence, and project/program management. She obtained her MBA specializing in business strategy and sustainability.

Ann Cunningham-Smith, PhD/MA

Ann Cunningham-Smith, PhD/MA

Ann Cunningham-Smith, PhD/MA

With training and experience in organizational leadership, policy and development, Dr. Cunningham-Smith brings critical insights for sustainable transformations within highly diverse organizational settings. She is also an Educational Specialist at University of Minnesota.

Madeline Faubion

Anne Miner Hilborn, MBA

Ann Cunningham-Smith, PhD/MA

A chemical engineer and PhD candidate, Madeline is passionate about integrating sustainability into commercial product development using life cycle thinking, modeling, and problem-solving skills.  

Anne Miner Hilborn, MBA

Anne Miner Hilborn, MBA

Anne Miner Hilborn, MBA

Anne brings expertise in ESG integration, program/project management, external relations, and international education. She is dedicated to inclusive leadership and has an MBA specialized in sustainability and corporate responsibility. 

Shea Issendorf

Anne Miner Hilborn, MBA

Anne Miner Hilborn, MBA

An environmental scientist, Shea is passionate about research and data driven practices for climate action. She is eager to continue applying my background in ecology and natural resource conservation to innovative organizations seeking to make a net positive impact on the environment. 

Brian Krohn, PhD/MS

Brian Krohn, PhD/MS

Brian Krohn, PhD/MS

Dr. Krohn is a passionate innovator and experienced entrepreneur within the spaces of renewable technologies, environmental science, and mobile development. He is the founder and managing director of the Radian Institute.

Chris Lambe

Brian Krohn, PhD/MS

Brian Krohn, PhD/MS

A global executive and strategic advisor focused on sustainable systems and ESG strategy, Chris has extensive expertise within decarbonization, agricultural value chains, nature based solutions, impact investment, and stakeholder engagement with corporate, academic and multilateral organizations.

Elizabeth Smith, MS

Brian Krohn, PhD/MS

Elizabeth Smith, MS

An industrial and systems engineer, Elizabeth leads our data quality work and is passionate about using data and analytics to solve complex problems and help companies and people make better decisions.

Tim Smith, PhD/MBA

Tim Smith, PhD/MBA

Elizabeth Smith, MS

TASA's Founder and CEO, Dr. Smith is a leading scholar of sustainable systems performance measurement and decision-making.  He is also Professor of Sustainable Systems Management and International Business at the University of Minnesota.

Yi Yang, PhD/MS

Tim Smith, PhD/MBA

Yi Yang, PhD/MS

Dr. Yang is TASA's Chief Science Officer. He is a leading scholar of environmentally-extended input-output analysis, life cycle assessment, and circular economy. Dr Yang is also Professor of Environmental and Ecological Engineering at Chongquing University, China. 



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