pyRoCS: A Python package to evaluate the resilience of complex systems

Wachtel, Amanda; Gunda, Thushara; Caskey, Susan; Cooper, Ryan; Womack, Thomas; Bonney, Kirk; Kliesner, Kenneth

doi:10.1016/j.softx.2024.101977

Title: pyRoCS: A Python package to evaluate the resilience of complex systems

Journal Article · 01 February 2025 · SoftwareX

DOI: https://doi.org/10.1016/j.softx.2024.101977 · OSTI ID:2478287

Wachtel, Amanda;

;

; Cooper, Ryan; Womack, Thomas;

;

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Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA)

Grant/Contract Number:: NA0003525

OSTI ID:: 2478287

Journal Information:: SoftwareX, Journal Name: SoftwareX Journal Issue: C Vol. 29; ISSN 2352-7110

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

References (13)

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Measuring ecological complexity Parrott, Lael Ecological Indicators, Vol. 10, Issue 6 https://doi.org/10.1016/j.ecolind.2010.03.014	journal	November 2010
A review of definitions and measures of system resilience Hosseini, Seyedmohsen; Barker, Kash; Ramirez-Marquez, Jose E. Reliability Engineering & System Safety, Vol. 145 https://doi.org/10.1016/j.ress.2015.08.006	journal	January 2016
Individuals, institutions, and innovation in the debates of the French Revolution Barron, Alexander T. J.; Huang, Jenny; Spang, Rebecca L. Proceedings of the National Academy of Sciences, Vol. 115, Issue 18 https://doi.org/10.1073/pnas.1717729115	journal	April 2018
Feedback density and causal complexity of simulation model structure Naugle, Asmeret; Verzi, Stephen; Lakkaraju, Kiran Journal of Simulation, Vol. 17, Issue 3 https://doi.org/10.1080/17477778.2021.1982653	journal	October 2021
Cyclomatic Complexity Ebert, Christof; Cain, James; Antoniol, Giuliano IEEE Software, Vol. 33, Issue 6 https://doi.org/10.1109/MS.2016.147	journal	November 2016
Measuring the functional redundancy of biological communities: a quantitative guide Ricotta, Carlo; de Bello, Francesco; Moretti, Marco Methods in Ecology and Evolution, Vol. 7, Issue 11 https://doi.org/10.1111/2041-210X.12604	journal	July 2016
A conceptual guide to measuring species diversity Roswell, Michael; Dushoff, Jonathan; Winfree, Rachael Oikos, Vol. 130, Issue 3 https://doi.org/10.1111/oik.07202	journal	February 2021
A better index for analysis of co-occurrence and similarity Mainali, Kumar P.; Slud, Eric; Singer, Michael C. Science Advances, Vol. 8, Issue 4 https://doi.org/10.1126/sciadv.abj9204	journal	January 2022
Hierarchy Measure for Complex Networks Mones, Enys; Vicsek, Lilla; Vicsek, Tamás PLoS ONE, Vol. 7, Issue 3 https://doi.org/10.1371/journal.pone.0033799	journal	March 2012
Information Theory and Consciousness Jost, Jürgen Frontiers in Applied Mathematics and Statistics, Vol. 7 https://doi.org/10.3389/fams.2021.641239	journal	August 2021
Frontiers in Complex Systems San Miguel, Maxi Frontiers in Complex Systems, Vol. 1 https://doi.org/10.3389/fcpxs.2022.1080801	journal	February 2023

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