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Recurrent Neural Networks for Partially Observed Dynamical Systems

• Authors : Bhat, Uttam; Munch, Stephan B.

Subjects: Computer Science - Machine Learning; Nonlinear Sciences - Chaotic Dynamics

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Accounting for observation noise in equation‐free forecasting: The hidden‐Markov S‐map

• Authors : Esguerra, Dylan; Munch, Stephan B.

• Source: Methods in Ecology and Evolution ; ISSN 2041-210X 2041-210X

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Empirical dynamic programming for model‐free ecosystem‐based management

• Authors : Munch, Stephan B.; Brias, Antoine

• Source: Methods in Ecology and Evolution ; volume 15, issue 4, page 769-778 ; ISSN 2041-210X 2041-210X

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Fast behavioral feedbacks make ecosystems sensitive to pace and not just magnitude of anthropogenic environmental change

• Authors : Gil, Michael A; Baskett, Marissa L; Munch, Stephan B

Subjects: Behavioral and Social Science; Animals; Anthozoa

• Source: Proceedings of the National Academy of Sciences of the United States of America. 117(41)

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Trophic control changes with season and nutrient loading in lakes.

• Authors : Rogers, Tanya L; Munch, Stephan B; Stewart, Simon D

Subjects: Animals; Zooplankton; Phytoplankton

• Source: Ecology letters. 23(8)

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Circularity in fisheries data weakens real world prediction.

• Authors : Giron-Nava, Alfredo; Munch, Stephan B; Johnson, Andrew F

• Source: Scientific reports. 10(1)

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Constraining nonlinear time series modeling with the metabolic theory of ecology

• Authors : Munch, Stephan B; Rogers, Tanya L; Symons, Celia C

Subjects: Institute of Evolutionary Biology and Environmental Studies; 570 Life sciences; biology

• Source: Munch, Stephan B; Rogers, Tanya L; Symons, Celia C; Anderson, David; Pennekamp, Frank (2023). Constraining

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Environmental variability and fishing effects on the Pacific sardine fisheries in the Gulf of California

• Authors : Giron-Nava, Alfredo; Ezcurra, Exequiel; Brias, Antoine

Subjects: Ecology; Zoology; Fisheries sciences

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Intermittent instability is widespread in plankton communities

• Authors : Rogers, Tanya L.; Munch, Stephan B.; Matsuzaki, Shin‐ichiro S. ...

• Source: Ecology Letters ; volume 26, issue 3, page 470-481 ; ISSN 1461-023X 1461-0248

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Age structure augments the predictive power of time series for fisheries and conservation

• Authors : Dolan, Tara E.; Palkovacs, Eric P.; Rogers, Tanya L.

• Source: Canadian Journal of Fisheries and Aquatic Sciences ; volume 80, issue 5, page 795-807 ; ISSN 0706-652X 1205-7533

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