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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 26 / No. 1: Twenty-Sixth AAAI Conference on Artificial Intelligence

Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks

March 8, 2023

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Abstract:

Understanding ecological complexity has stymied scientists for decades. Recent elucidation of the famously coined "devious strategies for stability in enduring natural systems" has opened up a new field of computational analyses of complex ecological networks where the nonlinear dynamics of many interacting species can be more realistically modeled and understood. Here, we describe the first extension of this field to include coupled human-natural systems. This extension elucidates new strategies for sustaining extraction of biomass (e.g., fish, forests, fiber) from ecosystems that account for ecological complexity and can pursue multiple goals such as maximizing economic profit, employment and carbon sequestration by ecosystems. Our more realistic modeling of ecosystems helps explain why simpler "maximum sustainable yield" bioeconomic models underpinning much natural resource extraction policy leads to less profit, biomass, and biodiversity than predicted by those simple models. Current research directions of this integrated natural and social science include applying artificial intelligence, cloud computing, and multiplayer online games.

Authors

Neo Martinez

Pacific Ecoinformatics and Computational Ecology Lab


Perrine Tonnin

Center for Applied Math, Ecole Polytechnique, CNRS


Barbara Bauer

Helmholtz Centre for Ocean Research Kiel (GEOMAR)


Rosalyn Rael

Pacific Ecoinformatics and Computational Ecology Lab


Rahul Singh

San Francisco State University


Sangyuk Yoon

Pacific Ecoinformatics and Computational Ecology Lab


Ilmi Yoon

San Francisco State University


Jennifer Dunne

Santa Fe Institute


DOI:

10.1609/aaai.v26i1.8174


Topics: AAAI

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HOW TO CITE:

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks Proceedings of the AAAI Conference on Artificial Intelligence, 26 (2012) 326.

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks AAAI 2012, 326.

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne (2012). Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks. Proceedings of the AAAI Conference on Artificial Intelligence, 26, 326.

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne. Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks. Proceedings of the AAAI Conference on Artificial Intelligence, 26 2012 p.326.

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne. 2012. Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks. "Proceedings of the AAAI Conference on Artificial Intelligence, 26". 326.

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne. (2012) "Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks", Proceedings of the AAAI Conference on Artificial Intelligence, 26, p.326

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne, "Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks", AAAI, p.326, 2012.

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne. "Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks". Proceedings of the AAAI Conference on Artificial Intelligence, 26, 2012, p.326.

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne. "Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks". Proceedings of the AAAI Conference on Artificial Intelligence, 26, (2012): 326.

Neo Martinez|| Perrine Tonnin|| Barbara Bauer|| Rosalyn Rael|| Rahul Singh|| Sangyuk Yoon|| Ilmi Yoon|| Jennifer Dunne. Sustaining Economic Exploitation of Complex Ecosystems in Computational Models of Coupled Human-Natural Networks. AAAI[Internet]. 2012[cited 2023]; 326.


ISSN: 2374-3468


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