IDEAS home Printed from https://ideas.repec.org/r/nat/nature/v461y2009i7260d10.1038_nature08227.html
   My bibliography  Save this item

Early-warning signals for critical transitions

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as


Cited by:

  1. Øistein Harsem & Alf Hoel, 2013. "Climate change and adaptive capacity in fisheries management: the case of Norway," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 13(1), pages 49-63, March.
  2. Samir Suweis & Paolo D'Odorico, 2014. "Early Warning Signs in Social-Ecological Networks," PLOS ONE, Public Library of Science, vol. 9(7), pages 1-6, July.
  3. Sen, A.K. & Litak, G. & Edwards, K.D. & Finney, C.E.A. & Daw, C.S. & Wagner, R.M., 2011. "Characteristics of cyclic heat release variability in the transition from spark ignition to HCCI in a gasoline engine," Applied Energy, Elsevier, vol. 88(5), pages 1649-1655, May.
  4. Ren, Bijie & Polasky, Stephen, 2014. "The optimal management of renewable resources under the risk of potential regime shift," Journal of Economic Dynamics and Control, Elsevier, vol. 40(C), pages 195-212.
  5. Jørgen Vitting Andersen & Andrzej Nowak, 2020. "Symmetry and financial Markets," Post-Print halshs-03048686, HAL.
  6. Richter, Andries & Dakos, Vasilis, 2015. "Profit fluctuations signal eroding resilience of natural resources," Ecological Economics, Elsevier, vol. 117(C), pages 12-21.
  7. Anders Levermann & Jonathan Bamber & Sybren Drijfhout & Andrey Ganopolski & Winfried Haeberli & Neil Harris & Matthias Huss & Kirstin Krüger & Timothy Lenton & Ronald Lindsay & Dirk Notz & Peter Wadha, 2012. "Potential climatic transitions with profound impact on Europe," Climatic Change, Springer, vol. 110(3), pages 845-878, February.
  8. John P DeLong & Oskar Burger, 2015. "Socio-Economic Instability and the Scaling of Energy Use with Population Size," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-12, June.
  9. Kathrin Viol & Helmut Schöller & Andreas Kaiser & Clemens Fartacek & Wolfgang Aichhorn & Günter Schiepek, 2022. "Detecting pattern transitions in psychological time series – A validation study on the Pattern Transition Detection Algorithm (PTDA)," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-22, March.
  10. Maya Ben-Yami & Vanessa Skiba & Sebastian Bathiany & Niklas Boers, 2023. "Uncertainties in critical slowing down indicators of observation-based fingerprints of the Atlantic Overturning Circulation," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  11. Thomas M. Bury & Daniel Dylewsky & Chris T. Bauch & Madhur Anand & Leon Glass & Alvin Shrier & Gil Bub, 2023. "Predicting discrete-time bifurcations with deep learning," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
  12. Christian Meisel & Christian Kuehn, 2012. "Scaling Effects and Spatio-Temporal Multilevel Dynamics in Epileptic Seizures," PLOS ONE, Public Library of Science, vol. 7(2), pages 1-11, February.
  13. Li, Yuzhao & Liu, Yong & Zhao, Lei & Hastings, Alan & Guo, Huaicheng, 2015. "Exploring change of internal nutrients cycling in a shallow lake: A dynamic nutrient driven phytoplankton model," Ecological Modelling, Elsevier, vol. 313(C), pages 137-148.
  14. Dmitry Gromov & Thorsten Upmann, 2021. "Dynamics and Economics of Shallow Lakes: A Survey," Sustainability, MDPI, vol. 13(24), pages 1-16, December.
  15. Tu, Chengyi & Luo, Jianhong & Fan, Ying & Pan, Xuwei, 2023. "Dimensionality reduction in stochastic complex dynamical networks," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).
  16. Manfred Lenzen & Mengyu Li & Arunima Malik & Francesco Pomponi & Ya-Yen Sun & Thomas Wiedmann & Futu Faturay & Jacob Fry & Blanca Gallego & Arne Geschke & Jorge Gómez-Paredes & Keiichiro Kanemoto & St, 2020. "Global socio-economic losses and environmental gains from the Coronavirus pandemic," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-13, July.
  17. Andreas Sundelöf & Valerio Bartolino & Mats Ulmestrand & Massimiliano Cardinale, 2013. "Multi-Annual Fluctuations in Reconstructed Historical Time-Series of a European Lobster (Homarus gammarus) Population Disappear at Increased Exploitation Levels," PLOS ONE, Public Library of Science, vol. 8(4), pages 1-10, April.
  18. Perz, Stephen G. & Muñoz-Carpena, Rafael & Kiker, Gregory & Holt, Robert D., 2013. "Evaluating ecological resilience with global sensitivity and uncertainty analysis," Ecological Modelling, Elsevier, vol. 263(C), pages 174-186.
  19. Jan Kakes & Jan Willem van den End, 2023. "Identifying financial fragmentation: do sovereign spreads in the EMU reflect differences in fundamentals?," Working Papers 778, DNB.
  20. Hayette Gatfaoui & Isabelle Nagot & Philippe de Peretti, 2016. "Are critical slowing down indicators useful to detect financial crises?," Post-Print halshs-01339815, HAL.
  21. Andrea Taramelli & Emiliana Valentini & Laura Piedelobo & Margherita Righini & Sergio Cappucci, 2021. "Assessment of State Transition Dynamics of Coastal Wetlands in Northern Venice Lagoon, Italy," Sustainability, MDPI, vol. 13(8), pages 1-24, April.
  22. Huang, Suo & Arain, M. Altaf & Arora, Vivek K. & Yuan, Fengming & Brodeur, Jason & Peichl, Matthias, 2011. "Analysis of nitrogen controls on carbon and water exchanges in a conifer forest using the CLASS-CTEMN+ model," Ecological Modelling, Elsevier, vol. 222(20), pages 3743-3760.
  23. Hong-Jia Chen & Chien-Chih Chen, 2016. "Testing the correlations between anomalies of statistical indexes of the geoelectric system and earthquakes," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(2), pages 877-895, November.
  24. Calsina, Àngel & Cuadrado, Sílvia & Vidiella, Blai & Sardanyés, Josep, 2023. "About ghost transients in spatial continuous media," Chaos, Solitons & Fractals, Elsevier, vol. 166(C).
  25. Karimi Rahjerdi, Bahareh & Ramamoorthy, Ramesh & Nazarimehr, Fahimeh & Rajagopal, Karthikeyan & Jafari, Sajad, 2022. "Indicating the synchronization bifurcation points using the early warning signals in two case studies: Continuous and explosive synchronization," Chaos, Solitons & Fractals, Elsevier, vol. 164(C).
  26. de Zeeuw, Aart, 2017. "Integrating Economics and the Environment," Other publications TiSEM 8c8f2f81-5797-4429-9066-e, Tilburg University, School of Economics and Management.
  27. Colon, C. & Claessen, D. & Ghil, M., 2015. "Bifurcation analysis of an agent-based model for predator–prey interactions," Ecological Modelling, Elsevier, vol. 317(C), pages 93-106.
  28. John M Drake & Tobias S Brett & Shiyang Chen & Bogdan I Epureanu & Matthew J Ferrari & Éric Marty & Paige B Miller & Eamon B O’Dea & Suzanne M O’Regan & Andrew W Park & Pejman Rohani, 2019. "The statistics of epidemic transitions," PLOS Computational Biology, Public Library of Science, vol. 15(5), pages 1-14, May.
  29. Qun Zhang & Qunzhi Zhang & Didier Sornette, 2016. "Early Warning Signals of Financial Crises with Multi-Scale Quantile Regressions of Log-Periodic Power Law Singularities," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-43, November.
  30. Meng, Jia-Nan & Fang, Hongwei & Huang, Lei & He, Guojian & Liu, Xiaobo & Xu, Changyi & Wu, Xinghua & Scavia, Donald, 2022. "Multidimensional ecosystem assessment of Poyang Lake under anthropogenic influences," Ecological Modelling, Elsevier, vol. 473(C).
  31. Steven J. Lade & Alessandro Tavoni & Simon A. Levin & Maja Schl�ter, 2013. "Regime shifts in a social-ecological system," GRI Working Papers 105, Grantham Research Institute on Climate Change and the Environment.
  32. Simon Gluzman, 2023. "Market Crashes and Time-Translation Invariance," FinTech, MDPI, vol. 2(2), pages 1-27, March.
  33. James J Elser & Timothy J Elser & Stephen R Carpenter & William A Brock, 2014. "Regime Shift in Fertilizer Commodities Indicates More Turbulence Ahead for Food Security," PLOS ONE, Public Library of Science, vol. 9(5), pages 1-7, May.
  34. Joël Berger, 2021. "Social Tipping Interventions Can Promote the Diffusion or Decay of Sustainable Consumption Norms in the Field. Evidence from a Quasi-Experimental Intervention Study," Sustainability, MDPI, vol. 13(6), pages 1-13, March.
  35. Roland Clift & Sarah Sim & Henry King & Jonathan L. Chenoweth & Ian Christie & Julie Clavreul & Carina Mueller & Leo Posthuma & Anne-Marie Boulay & Rebecca Chaplin-Kramer & Julia Chatterton & Fabrice , 2017. "The Challenges of Applying Planetary Boundaries as a Basis for Strategic Decision-Making in Companies with Global Supply Chains," Sustainability, MDPI, vol. 9(2), pages 1-23, February.
  36. Gregory S. Fivash & Stijn Temmerman & Maarten G. Kleinhans & Maike Heuner & Tjisse Heide & Tjeerd J. Bouma, 2023. "Early indicators of tidal ecosystem shifts in estuaries," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  37. Yang, Anji & Wang, Hao & Yuan, Sanling, 2023. "Tipping time in a stochastic Leslie predator–prey model," Chaos, Solitons & Fractals, Elsevier, vol. 171(C).
  38. Yu, Xiao & Li, Weimin & Yang, Bing & Li, Xiaorong & Chen, Jie & Fu, Guohua, 2023. "Deviation distance entropy: A method for quantifying the dynamic features of biomedical time series," Chaos, Solitons & Fractals, Elsevier, vol. 168(C).
  39. Boon Kin Teh & Siew Ann Cheong, 2016. "The Asian Correction Can Be Quantitatively Forecasted Using a Statistical Model of Fusion-Fission Processes," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-13, October.
  40. Bolt, W. & Demertzis, D. & Diks, C.G.H. & Van der Leij, M.J., 2011. "Complex Methods in Economics: An Example of Behavioral Heterogeneity in House Prices," CeNDEF Working Papers 11-12, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
  41. Harsem, Øistein & Eide, Arne & Heen, Knut, 2011. "Factors influencing future oil and gas prospects in the Arctic," Energy Policy, Elsevier, vol. 39(12), pages 8037-8045.
  42. Julienne Stroeve & Mark Serreze & Marika Holland & Jennifer Kay & James Malanik & Andrew Barrett, 2012. "The Arctic’s rapidly shrinking sea ice cover: a research synthesis," Climatic Change, Springer, vol. 110(3), pages 1005-1027, February.
  43. William A. Brock & Steven N. Durlauf, 2015. "On Sturdy Policy Evaluation," The Journal of Legal Studies, University of Chicago Press, vol. 44(S2), pages 447-473.
  44. Kozłowska, M. & Denys, M. & Wiliński, M. & Link, G. & Gubiec, T. & Werner, T.R. & Kutner, R. & Struzik, Z.R., 2016. "Dynamic bifurcations on financial markets," Chaos, Solitons & Fractals, Elsevier, vol. 88(C), pages 126-142.
  45. Hamzi, Boumediene & Owhadi, Houman & Paillet, Léo, 2023. "A note on microlocal kernel design for some slow–fast stochastic differential equations with critical transitions and application to EEG signals," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 616(C).
  46. Maarten Blaauw & J. Andrés Christen & Marco Antonio Aquino-López, 2020. "A Review of Statistics in Palaeoenvironmental Research," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 25(1), pages 17-31, March.
  47. Beatriz Arellano-Nava & Paul R. Halloran & Chris A. Boulton & James Scourse & Paul G. Butler & David J. Reynolds & Timothy M. Lenton, 2022. "Destabilisation of the Subpolar North Atlantic prior to the Little Ice Age," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
  48. Spelta, A. & Flori, A. & Pecora, N. & Pammolli, F., 2021. "Financial crises: Uncovering self-organized patterns and predicting stock markets instability," Journal of Business Research, Elsevier, vol. 129(C), pages 736-756.
  49. M., Krishnadas & Harikrishnan, K.P. & Ambika, G., 2022. "Recurrence measures and transitions in stock market dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 608(P1).
  50. Darrell Jiajie Tay & Chung-I Chou & Sai-Ping Li & Shang You Tee & Siew Ann Cheong, 2016. "Bubbles Are Departures from Equilibrium Housing Markets: Evidence from Singapore and Taiwan," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-13, November.
  51. James Tan & Siew Ann Cheong, 2016. "The Regime Shift Associated with the 2004–2008 US Housing Market Bubble," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-8, September.
  52. Feliu Serra-Burriel & Pedro Delicado & Fernando M. Cucchietti, 2021. "Wildfires Vegetation Recovery through Satellite Remote Sensing and Functional Data Analysis," Mathematics, MDPI, vol. 9(11), pages 1-22, June.
  53. Lumi, Neeme & Laas, Katrin & Mankin, Romi, 2015. "Rising relative fluctuation as a warning indicator of discontinuous transitions in symbiotic metapopulations," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 437(C), pages 109-118.
  54. Fushing, Hsieh & Jordà, Òscar & Beisner, Brianne & McCowan, Brenda, 2014. "Computing systemic risk using multiple behavioral and keystone networks: The emergence of a crisis in primate societies and banks," International Journal of Forecasting, Elsevier, vol. 30(3), pages 797-806.
  55. Dur, Gaël & Won, Eun-Ji & Han, Jeonghoon & Lee, Jae-Seong & Souissi, Sami, 2021. "An individual-based model for evaluating post-exposure effects of UV-B radiation on zooplankton reproduction," Ecological Modelling, Elsevier, vol. 441(C).
  56. Martin Lindegren & Vasilis Dakos & Joachim P Gröger & Anna Gårdmark & Georgs Kornilovs & Saskia A Otto & Christian Möllmann, 2012. "Early Detection of Ecosystem Regime Shifts: A Multiple Method Evaluation for Management Application," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-9, July.
  57. Simon DeDeo, 2016. "Conflict and Computation on Wikipedia: A Finite-State Machine Analysis of Editor Interactions," Future Internet, MDPI, vol. 8(3), pages 1-23, July.
  58. Quentin Remy & Julius Hohlfeld & Maxime Vergès & Yann Le Guen & Jon Gorchon & Grégory Malinowski & Stéphane Mangin & Michel Hehn, 2023. "Accelerating ultrafast magnetization reversal by non-local spin transfer," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
  59. Marian Gidea, 2017. "Topology data analysis of critical transitions in financial networks," Papers 1701.06081, arXiv.org.
  60. Hu, Jiang-Hong & Xue, Ya-Kui & Sun, Gui-Quan & Jin, Zhen & Zhang, Juan, 2016. "Global dynamics of a predator–prey system modeling by metaphysiological approach," Applied Mathematics and Computation, Elsevier, vol. 283(C), pages 369-384.
  61. Navid Moghadam, Nastaran & Nazarimehr, Fahimeh & Jafari, Sajad & Sprott, Julien C., 2020. "Studying the performance of critical slowing down indicators in a biological system with a period-doubling route to chaos," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 544(C).
  62. Jason Alexandra, 2022. "Designer Ecosystems for the Anthropocene—Deliberately Creating Novel Ecosystems in Cultural Landscapes," Sustainability, MDPI, vol. 14(7), pages 1-12, March.
  63. Cees Diks & Cars Hommes & Juanxi Wang, 2019. "Critical slowing down as an early warning signal for financial crises?," Empirical Economics, Springer, vol. 57(4), pages 1201-1228, October.
  64. Ferdinando Villa & Kenneth J Bagstad & Brian Voigt & Gary W Johnson & Rosimeiry Portela & Miroslav Honzák & David Batker, 2014. "A Methodology for Adaptable and Robust Ecosystem Services Assessment," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-18, March.
  65. Rob Roggema & Tim Vermeend & Andy Van den Dobbelsteen, 2012. "Incremental Change, Transition or Transformation? Optimising Change Pathways for Climate Adaptation in Spatial Planning," Sustainability, MDPI, vol. 4(10), pages 1-25, October.
  66. Chong Zhang & Xiaofei Liu & Guang Xu & Xiaoran Wang, 2017. "Effects of Loading Rate on Gas Seepage and Temperature in Coal and Its Potential for Coal-Gas Disaster Early-Warning," Energies, MDPI, vol. 10(9), pages 1-14, August.
  67. Jinxiao Duan & Guanwen Zeng & Nimrod Serok & Daqing Li & Efrat Blumenfeld Lieberthal & Hai-Jun Huang & Shlomo Havlin, 2023. "Spatiotemporal dynamics of traffic bottlenecks yields an early signal of heavy congestions," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  68. Zuo, Zhili & Cheng, Jinhua & Guo, Haixiang & McLellan, Benjamin Craig, 2021. "Catastrophe progression method - path (CPM-PATH) early warning analysis of Chinese rare earths industry security," Resources Policy, Elsevier, vol. 73(C).
  69. Martinez-Garcia, Ricardo & Cabal, Ciro & Calabrese, Justin M. & Hernández-García, Emilio & Tarnita, Corina E. & López, Cristóbal & Bonachela, Juan A., 2023. "Integrating theory and experiments to link local mechanisms and ecosystem-level consequences of vegetation patterns in drylands," Chaos, Solitons & Fractals, Elsevier, vol. 166(C).
  70. Krishnadas M. & K. P. Harikrishnan & G. Ambika, 2022. "Recurrence measures and transitions in stock market dynamics," Papers 2208.03456, arXiv.org.
  71. Peerlings, Jack H.M. & Polman, Nico B.P. & Dries, Liesbeth & Slangen, Louis H.G., 2012. "Resilience of European farms with and without the CAP," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126696, International Association of Agricultural Economists.
  72. Andrew R. Tilman & Elisabeth H. Krueger & Lisa C. McManus & James R. Watson, 2023. "Maintaining human wellbeing as socio-environmental systems undergo regime shifts," Papers 2309.04578, arXiv.org.
  73. Vasilis Dakos & Stephen R Carpenter & William A Brock & Aaron M Ellison & Vishwesha Guttal & Anthony R Ives & Sonia Kéfi & Valerie Livina & David A Seekell & Egbert H van Nes & Marten Scheffer, 2012. "Methods for Detecting Early Warnings of Critical Transitions in Time Series Illustrated Using Simulated Ecological Data," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-20, July.
  74. Wang, Gang-Jin & Xie, Chi, 2013. "Cross-correlations between Renminbi and four major currencies in the Renminbi currency basket," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(6), pages 1418-1428.
  75. Georg Jäger & Manfred Füllsack, 2019. "Systematically false positives in early warning signal analysis," PLOS ONE, Public Library of Science, vol. 14(2), pages 1-14, February.
  76. Juan Bernabé-Moreno & Álvaro Tejeda-Lorente & Carlos Porcel-Gallego & Enrique Herrera-Viedma, 2018. "Leveraging Localized Social Media Insights for Industry Early Warning Systems," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 357-385, January.
  77. Huang, Yan & Kou, Gang & Peng, Yi, 2017. "Nonlinear manifold learning for early warnings in financial markets," European Journal of Operational Research, Elsevier, vol. 258(2), pages 692-702.
  78. Fu, Lintao & Bo, Tianli & Du, Guozhen & Zheng, Xiaojing, 2012. "Modeling the responses of grassland vegetation coverage to grazing disturbance in an alpine meadow," Ecological Modelling, Elsevier, vol. 247(C), pages 221-232.
  79. Seip, Knut L. & McNown, Robert, 2013. "Monetary policy and stability during six periods in US economic history: 1959–2008: a novel, nonlinear monetary policy rule," Journal of Policy Modeling, Elsevier, vol. 35(2), pages 307-325.
  80. Jacopo Rocchi & Enoch Yan Lok Tsui & David Saad, 2017. "Emerging interdependence between stock values during financial crashes," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-15, May.
  81. An, Sufang & An, Feng & Gao, Xiangyun & Wang, Anjian, 2023. "Early warning of critical transitions in crude oil price," Energy, Elsevier, vol. 280(C).
  82. Dekker, M.M. & van Lieshout, R.N. & Ball, R.C. & Bouman, P.C. & Dekker, S.C. & Dijkstra, H.A. & Goverde, R.M.P. & Huisman, D. & Panja, D. & Schaafsma, A.M. & van den Akker, M., 2018. "A Next Step in Disruption Management: Combining Operations Research and Complexity Science," Econometric Institute Research Papers EI2018-25, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
  83. Domenico Di Gangi & Fabrizio Lillo & Davide Pirino, 2015. "Assessing systemic risk due to fire sales spillover through maximum entropy network reconstruction," Papers 1509.00607, arXiv.org, revised Jul 2018.
  84. Woods, David D., 2015. "Four concepts for resilience and the implications for the future of resilience engineering," Reliability Engineering and System Safety, Elsevier, vol. 141(C), pages 5-9.
  85. Baggio, Rodolfo, 2015. "Looking into the future of complex dynamic systems," MPRA Paper 65549, University Library of Munich, Germany.
  86. Nils Bertschinger & Oliver Pfante, 2020. "Early Warning Signs of Financial Market Turmoils," JRFM, MDPI, vol. 13(12), pages 1-24, November.
  87. Florian Wagener, 2013. "Shallow lake economics run deep: nonlinear aspects of an economic-ecological interest conflict," Computational Management Science, Springer, vol. 10(4), pages 423-450, December.
  88. Zhang, Hongxia & Xu, Wei & Han, Ping & Qiao, Yan, 2020. "Stochastic dynamic balance of a bi-stable vegetation model with pulse control," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 556(C).
  89. Serguei Saavedra & Jordi Duch & Brian Uzzi, 2011. "Tracking Traders' Understanding of the Market Using e-Communication Data," PLOS ONE, Public Library of Science, vol. 6(10), pages 1-7, October.
  90. Ismail, Mohd Sabri & Noorani, Mohd Salmi Md & Ismail, Munira & Razak, Fatimah Abdul & Alias, Mohd Almie, 2022. "Early warning signals of financial crises using persistent homology," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 586(C).
  91. Christian Meisel & Andreas Klaus & Christian Kuehn & Dietmar Plenz, 2015. "Critical Slowing Down Governs the Transition to Neuron Spiking," PLOS Computational Biology, Public Library of Science, vol. 11(2), pages 1-20, February.
  92. Ricciardi, Gianmarco & Montagna, Guido & Caldarelli, Guido & Cimini, Giulio, 2023. "Dimensional reduction of solvency contagion dynamics on financial networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 630(C).
  93. Zimo Yang & Tao Zhou & Pak Ming Hui & Jian-Hong Ke, 2012. "Instability in Evolutionary Games," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-9, November.
  94. Zeng, Chunhua & Wang, Hua, 2012. "Noise and large time delay: Accelerated catastrophic regime shifts in ecosystems," Ecological Modelling, Elsevier, vol. 233(C), pages 52-58.
  95. Mathilde Maîtrot & Geof Wood & Joe Devine, 2021. "Understanding resilience: Lessons from lived experiences of extreme poverty in Bangladesh," Development Policy Review, Overseas Development Institute, vol. 39(6), pages 894-910, November.
  96. Schippers, Peter & Stienen, Eric W.M. & Schotman, Alex G.M. & Snep, Robbert P.H. & Slim, Pieter A., 2011. "The consequences of being colonial: Allee effects in metapopulations of seabirds," Ecological Modelling, Elsevier, vol. 222(17), pages 3061-3070.
  97. Xing, Kai & Yang, Xiaoguang, 2020. "Predicting default rates by capturing critical transitions in the macroeconomic system," Finance Research Letters, Elsevier, vol. 32(C).
  98. Rick Quax & Gregor Chliamovitch & Alexandre Dupuis & Jean-Luc Falcone & Bastien Chopard & Alfons G. Hoekstra & Peter M. A. Sloot, 2018. "Information Processing Features Can Detect Behavioral Regimes of Dynamical Systems," Complexity, Hindawi, vol. 2018, pages 1-16, April.
  99. Shana M. Sundstrom & David G. Angeler & Ahjond S. Garmestani & Jorge H. García & Craig R. Allen, 2014. "Transdisciplinary Application of Cross-Scale Resilience," Sustainability, MDPI, vol. 6(10), pages 1-24, October.
  100. Keith R. Skene, 2021. "No goal is an island: the implications of systems theory for the Sustainable Development Goals," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(7), pages 9993-10012, July.
  101. Yuguang Yang & Katharine Z. Coyte & Kevin R. Foster & Aming Li, 2023. "Reactivity of complex communities can be more important than stability," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  102. Safarzyńska, Karolina & van den Bergh, Jeroen C.J.M., 2017. "Integrated crisis-energy policy: Macro-evolutionary modelling of technology, finance and energy interactions," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 119-137.
  103. Dercole, Fabio & Della Rossa, Fabio, 2017. "A deterministic eco-genetic model for the short-term evolution of exploited fish stocks," Ecological Modelling, Elsevier, vol. 343(C), pages 80-100.
  104. Jan Willem van den End, 2019. "Applying Complexity Theory to Interest Rates: Evidence of Critical Transitions in the Euro Area," Credit and Capital Markets, Credit and Capital Markets, vol. 52(1), pages 1-33.
  105. Corsi, Fulvio & Lillo, Fabrizio & Pirino, Davide & Trapin, Luca, 2018. "Measuring the propagation of financial distress with Granger-causality tail risk networks," Journal of Financial Stability, Elsevier, vol. 38(C), pages 18-36.
  106. Tobias Brett & Marco Ajelli & Quan-Hui Liu & Mary G Krauland & John J Grefenstette & Willem G van Panhuis & Alessandro Vespignani & John M Drake & Pejman Rohani, 2020. "Detecting critical slowing down in high-dimensional epidemiological systems," PLOS Computational Biology, Public Library of Science, vol. 16(3), pages 1-19, March.
  107. Silver, Steven D. & Raseta, Marko & Bazarova, Alina, 2023. "Stochastic resonance in the recovery of signal from agent price expectations," Chaos, Solitons & Fractals, Elsevier, vol. 174(C).
  108. Vishwesha Guttal & Srinivas Raghavendra & Nikunj Goel & Quentin Hoarau, 2016. "Lack of Critical Slowing Down Suggests that Financial Meltdowns Are Not Critical Transitions, yet Rising Variability Could Signal Systemic Risk," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-20, January.
  109. Crépin, Anne-Sophie & Biggs, Reinette & Polasky, Stephen & Troell, Max & de Zeeuw, Aart, 2012. "Regime shifts and management," Ecological Economics, Elsevier, vol. 84(C), pages 15-22.
  110. Masiliūnas, Aidas, 2019. "Overcoming inefficient lock-in in coordination games with sophisticated and myopic players," Mathematical Social Sciences, Elsevier, vol. 100(C), pages 1-12.
  111. Xue Pan & Lei Hou & Mutua Stephen & Huijie Yang & Chenping Zhu, 2014. "Evaluation of Scaling Invariance Embedded in Short Time Series," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-27, December.
  112. Bolt, W. & Demertzis, D. & Diks, C.G.H. & Van der Leij, M.J., 2011. "Complex Methods in Economics: An Example of Behavioral Heterogeneity in House Prices," CeNDEF Working Papers 11-12, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
  113. Thomas A. Davidson & Carl D. Sayer & Erik Jeppesen & Martin Søndergaard & Torben L. Lauridsen & Liselotte S. Johansson & Ambroise Baker & Daniel Graeber, 2023. "Bimodality and alternative equilibria do not help explain long-term patterns in shallow lake chlorophyll-a," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  114. Katz, Yuri A. & Biem, Alain, 2021. "Time-resolved topological data analysis of market instabilities," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 571(C).
  115. Palola, Pirta & Bailey, Richard & Wedding, Lisa, 2022. "A novel framework to operationalise value-pluralism in environmental valuation: Environmental value functions," Ecological Economics, Elsevier, vol. 193(C).
  116. Irina Alchinova & Mikhail Karganov, 2021. "Physiological Balance of the Body: Theory, Algorithms, and Results," Mathematics, MDPI, vol. 9(3), pages 1-8, January.
  117. Ryan D Batt & Tarsha Eason & Ahjond Garmestani, 2019. "Time scale of resilience loss: Implications for managing critical transitions in water quality," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-19, October.
  118. Georg Jäger & Christian Hofer & Marie Kapeller & Manfred Füllsack, 2017. "Hidden early-warning signals in scale-free networks," PLOS ONE, Public Library of Science, vol. 12(12), pages 1-14, December.
  119. Alan Randall, 2021. "Resource Scarcity and Sustainability—The Shapes Have Shifted but the Stakes Keep Rising," Sustainability, MDPI, vol. 13(10), pages 1-16, May.
  120. Haoyu Wen & Massimo Pica Ciamarra & Siew Ann Cheong, 2018. "How one might miss early warning signals of critical transitions in time series data: A systematic study of two major currency pairs," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-22, March.
  121. Charakopoulos, Avraam & Karakasidis, Theodoros, 2022. "Backward Degree a new index for online and offline change point detection based on complex network analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 604(C).
  122. Maeno, Yoshiharu, 2011. "Discovery of a missing disease spreader," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(20), pages 3412-3426.
  123. Zhang, Hongxia & Xu, Wei & Guo, Qin & Han, Ping & Qiao, Yan, 2020. "First escape probability and mean first exit time for a time-delayed ecosystem driven by non-Gaussian colored noise," Chaos, Solitons & Fractals, Elsevier, vol. 135(C).
  124. Mahdiyasa, Adilan W. & Large, David J. & Muljadi, Bagus P. & Icardi, Matteo, 2023. "Modelling the influence of mechanical-ecohydrological feedback on the nonlinear dynamics of peatlands," Ecological Modelling, Elsevier, vol. 478(C).
  125. Dion Harmon & Marco Lagi & Marcus A M de Aguiar & David D Chinellato & Dan Braha & Irving R Epstein & Yaneer Bar-Yam, 2015. "Anticipating Economic Market Crises Using Measures of Collective Panic," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-27, July.
  126. William A Brock & Stephen R Carpenter, 2012. "Early Warnings of Regime Shift When the Ecosystem Structure Is Unknown," PLOS ONE, Public Library of Science, vol. 7(9), pages 1-10, September.
  127. Wildemeersch, Matthias & Franklin, Oskar & Seidl, Rupert & Rogelj, Joeri & Moorthy, Inian & Thurner, Stefan, 2019. "Modelling the multi-scaled nature of pest outbreaks," Ecological Modelling, Elsevier, vol. 409(C), pages 1-1.
  128. Angélique O J Cramer & Claudia D van Borkulo & Erik J Giltay & Han L J van der Maas & Kenneth S Kendler & Marten Scheffer & Denny Borsboom, 2016. "Major Depression as a Complex Dynamic System," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-20, December.
  129. José V. Matos & Rui J. Lopes, 2021. "Food System Sustainability Metrics: Policies, Quantification, and the Role of Complexity Sciences," Sustainability, MDPI, vol. 13(22), pages 1-38, November.
  130. Simon Willcock & Gregory S. Cooper & John Addy & John A. Dearing, 2023. "Earlier collapse of Anthropocene ecosystems driven by multiple faster and noisier drivers," Nature Sustainability, Nature, vol. 6(11), pages 1331-1342, November.
  131. Leopoldo S'anchez-Cant'u & Carlos Arturo Soto-Campos & Andriy Kryvko, 2016. "Evidence of Self-Organization in Time Series of Capital Markets," Papers 1604.03996, arXiv.org, revised Mar 2017.
  132. Ted L Gragson & Michael R. Coughlan & David S. Leigh, 2020. "Contingency and Agency in the Mountain Landscapes of the Western Pyrenees: A Place-Based Approach to the Long Anthropocene," Sustainability, MDPI, vol. 12(9), pages 1-22, May.
  133. Naoki Masuda & Kazuyuki Aihara & Neil G. MacLaren, 2024. "Anticipating regime shifts by mixing early warning signals from different nodes," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
  134. Tousheng Huang & Huayong Zhang & Zhao Liu & Ge Pan & Xiumin Zhang & Zichun Gao, 2019. "Theoretical Study on Self-Organization of Vegetation Patterns Triggered by Water Resource in Deposited Sediment Layer," Complexity, Hindawi, vol. 2019, pages 1-11, July.
  135. Faranda, Davide & Lucarini, Valerio & Manneville, Paul & Wouters, Jeroen, 2014. "On using extreme values to detect global stability thresholds in multi-stable systems: The case of transitional plane Couette flow," Chaos, Solitons & Fractals, Elsevier, vol. 64(C), pages 26-35.
  136. Das, Saureesh, 2022. "Recurrence quantification and bifurcation analysis of electrical activity in resistive/memristive synapse coupled Fitzhugh–Nagumo type neurons," Chaos, Solitons & Fractals, Elsevier, vol. 165(P1).
  137. Maite Gartzia & Federico Fillat & Fernando Pérez-Cabello & Concepción L Alados, 2016. "Influence of Agropastoral System Components on Mountain Grassland Vulnerability Estimated by Connectivity Loss," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-21, May.
  138. Alessandro Spelta, 2016. "Stock prices prediction via tensor decomposition and links forecast," DISCE - Working Papers del Dipartimento di Economia e Finanza def041, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  139. Bhowmick, Amiya Ranjan & Saha, Bapi & Chattopadhyay, Joydev & Ray, Santanu & Bhattacharya, Sabyasachi, 2015. "Cooperation in species: Interplay of population regulation and extinction through global population dynamics database," Ecological Modelling, Elsevier, vol. 312(C), pages 150-165.
  140. Annika Hagemann & Jens Wilting & Bita Samimizad & Florian Mormann & Viola Priesemann, 2021. "Assessing criticality in pre-seizure single-neuron activity of human epileptic cortex," PLOS Computational Biology, Public Library of Science, vol. 17(3), pages 1-18, March.
  141. Mark M. Dekker & Rolf N. Lieshout & Robin C. Ball & Paul C. Bouman & Stefan C. Dekker & Henk A. Dijkstra & Rob M. P. Goverde & Dennis Huisman & Debabrata Panja & Alfons A. M. Schaafsma & Marjan Akker, 2022. "A next step in disruption management: combining operations research and complexity science," Public Transport, Springer, vol. 14(1), pages 5-26, March.
  142. Tatiana Baumuratova & Simona Dobre & Thierry Bastogne & Thomas Sauter, 2013. "Switch of Sensitivity Dynamics Revealed with DyGloSA Toolbox for Dynamical Global Sensitivity Analysis as an Early Warning for System's Critical Transition," PLOS ONE, Public Library of Science, vol. 8(12), pages 1-12, December.
  143. Stefanos Leonardos & Iosif Sakos & Costas Courcoubetis & Georgios Piliouras, 2020. "Catastrophe by Design in Population Games: Destabilizing Wasteful Locked-in Technologies," Papers 2007.12877, arXiv.org.
  144. Biermann, Frank, 2012. "Planetary boundaries and earth system governance: Exploring the links," Ecological Economics, Elsevier, vol. 81(C), pages 4-9.
  145. Tobias S Brett & Pejman Rohani, 2020. "Dynamical footprints enable detection of disease emergence," PLOS Biology, Public Library of Science, vol. 18(5), pages 1-20, May.
  146. Amin Khiali-Miab & Maarten J van Strien & Kay W Axhausen & Adrienne Grêt-Regamey, 2019. "Combining urban scaling and polycentricity to explain socio-economic status of urban regions," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-23, June.
  147. Lin, Aijing & Shang, Pengjian & Zhong, Bo, 2014. "Hidden cross-correlation patterns in stock markets based on permutation cross-sample entropy and PCA," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 416(C), pages 259-272.
  148. Heikkurinen, Pasi & Ruuska, Toni & Wilén, Kristoffer & Ulvila, Marko, 2019. "The Anthropocene exit: Reconciling discursive tensions on the new geological epoch," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
  149. Di Gangi, Domenico & Lillo, Fabrizio & Pirino, Davide, 2018. "Assessing systemic risk due to fire sales spillover through maximum entropy network reconstruction," Journal of Economic Dynamics and Control, Elsevier, vol. 94(C), pages 117-141.
  150. Xiangyang Guan & Cynthia Chen & Dan Work, 2016. "Tracking the Evolution of Infrastructure Systems and Mass Responses Using Publically Available Data," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-17, December.
  151. Tobias S Brett & Eamon B O’Dea & Éric Marty & Paige B Miller & Andrew W Park & John M Drake & Pejman Rohani, 2018. "Anticipating epidemic transitions with imperfect data," PLOS Computational Biology, Public Library of Science, vol. 14(6), pages 1-18, June.
  152. Michael E. Weber & Nicholas R. Golledge & Chris J. Fogwill & Chris S. M. Turney & Zoë A. Thomas, 2021. "Decadal-scale onset and termination of Antarctic ice-mass loss during the last deglaciation," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
  153. Zhao, Jingyuan & Feng, Xuning & Wang, Junbin & Lian, Yubo & Ouyang, Minggao & Burke, Andrew F., 2023. "Battery fault diagnosis and failure prognosis for electric vehicles using spatio-temporal transformer networks," Applied Energy, Elsevier, vol. 352(C).
  154. Konstantin Avchaciov & Marina P. Antoch & Ekaterina L. Andrianova & Andrei E. Tarkhov & Leonid I. Menshikov & Olga Burmistrova & Andrei V. Gudkov & Peter O. Fedichev, 2022. "Unsupervised learning of aging principles from longitudinal data," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  155. Philippa J Karoly & Levin Kuhlmann & Daniel Soudry & David B Grayden & Mark J Cook & Dean R Freestone, 2018. "Seizure pathways: A model-based investigation," PLOS Computational Biology, Public Library of Science, vol. 14(10), pages 1-24, October.
  156. Tan, James P.L., 2018. "An algorithm for engineering regime shifts in one-dimensional dynamical systems," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 490(C), pages 721-731.
  157. Phoebe Koundouri & Barbara Zanuttigh & Osiel Gonzalez Davila & Jean Paul Vanderlinden & Susan Hanson & Robert Nicholls & Simon Hoggart & Richard C. Thompson & Wout de Vries & Edmund Penning-Rowsell, 2015. "Toward Sustainable Decision Making," DEOS Working Papers 1524, Athens University of Economics and Business.
  158. Mohammed, M.M.A. & Landi, P. & Minoarivelo, H.O. & Hui, C., 2018. "Frugivory and seed dispersal: Extended bi-stable persistence and reduced clustering of plants," Ecological Modelling, Elsevier, vol. 380(C), pages 31-39.
  159. Jennifer M Fraterrigo & Aaron B Langille & James A Rusak, 2020. "Stochastic disturbance regimes alter patterns of ecosystem variability and recovery," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-20, March.
  160. Sean W. Kelley & Claire M. Gillan, 2022. "Using language in social media posts to study the network dynamics of depression longitudinally," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
  161. Braha, Dan & de Aguiar, Marcus A. M., 2018. "Voting contagion: Modeling and analysis of a century of U.S. presidential elections," SocArXiv mzxnr, Center for Open Science.
  162. Kiran D’Souza & Bogdan I Epureanu & Mercedes Pascual, 2015. "Forecasting Bifurcations from Large Perturbation Recoveries in Feedback Ecosystems," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-19, September.
  163. Kevin Thellmann & Marc Cotter & Sabine Baumgartner & Anna Treydte & Georg Cadisch & Folkard Asch, 2018. "Tipping Points in the Supply of Ecosystem Services of a Mountainous Watershed in Southeast Asia," Sustainability, MDPI, vol. 10(7), pages 1-15, July.
  164. Maarten C Boerlijst & Thomas Oudman & André M de Roos, 2013. "Catastrophic Collapse Can Occur without Early Warning: Examples of Silent Catastrophes in Structured Ecological Models," PLOS ONE, Public Library of Science, vol. 8(4), pages 1-6, April.
  165. Winnink, J.J. & Tijssen, Robert J.W. & van Raan, A.F.J., 2019. "Searching for new breakthroughs in science: How effective are computerised detection algorithms?," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 673-686.
  166. Stephen R. Carpenter & Kenneth J. Arrow & Scott Barrett & Reinette Biggs & William A. Brock & Anne-Sophie Crépin & Gustav Engström & Carl Folke & Terry P. Hughes & Nils Kautsky & Chuan-Zhong Li & Geof, 2012. "General Resilience to Cope with Extreme Events," Sustainability, MDPI, vol. 4(12), pages 1-12, November.
  167. Bichler, Shimshon & Nitzan, Jonathan, 2010. "Systemic Fear, Modern Finance and the Future of Capitalism," EconStor Preprints 157830, ZBW - Leibniz Information Centre for Economics.
  168. Robert H. Lampe & Tyler H. Coale & Kiefer O. Forsch & Loay J. Jabre & Samuel Kekuewa & Erin M. Bertrand & Aleš Horák & Miroslav Oborník & Ariel J. Rabines & Elden Rowland & Hong Zheng & Andreas J. And, 2023. "Short-term acidification promotes diverse iron acquisition and conservation mechanisms in upwelling-associated phytoplankton," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
  169. Acosta-Arreola, Jaime & Domínguez-Hüttinger, Elisa & Aguirre, Pablo & González, Nicolás & Meave, Jorge A., 2023. "Predicting dynamic trajectories of a protected plant community under contrasting conservation regimes: Insights from data-based modelling," Ecological Modelling, Elsevier, vol. 484(C).
  170. Katherine A Spielmann & Matthew A Peeples & Donna M Glowacki & Andrew Dugmore, 2016. "Early Warning Signals of Social Transformation: A Case Study from the US Southwest," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-18, October.
  171. Manfred Füllsack & Daniel Reisinger & Marie Kapeller & Georg Jäger, 2022. "Early warning signals from the periphery," Journal of Computational Social Science, Springer, vol. 5(1), pages 665-685, May.
  172. Timothy M. Lenton & Jesse F. Abrams & Annett Bartsch & Sebastian Bathiany & Chris A. Boulton & Joshua E. Buxton & Alessandra Conversi & Andrew M. Cunliffe & Sophie Hebden & Thomas Lavergne & Benjamin , 2024. "Remotely sensing potential climate change tipping points across scales," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
  173. Alan Randall, 2022. "How Strong Sustainability Became Safety," Sustainability, MDPI, vol. 14(8), pages 1-17, April.
  174. Piva, G.G. & Colombo, E.H. & Anteneodo, C., 2021. "Interplay between scales in the nonlocal FKPP equation," Chaos, Solitons & Fractals, Elsevier, vol. 153(P2).
  175. Orozco-Fuentes, S. & Griffiths, G. & Holmes, M.J. & Ettelaie, R. & Smith, J. & Baggaley, A.W. & Parker, N.G., 2019. "Early warning signals in plant disease outbreaks," Ecological Modelling, Elsevier, vol. 393(C), pages 12-19.
  176. Marcin Jurgilewicz & Krzysztof Michalski & Andrzej Misiuk & Jozefína Drotarova, 2020. "Internal Whistleblowing Systems – New Standards for Active Security Management and Protection Against Systemic Risks," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 3), pages 339-359.
  177. Zejie Zhou & Boleslaw K Szymanski & Jianxi Gao, 2020. "Modeling competitive evolution of multiple languages," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-16, May.
  178. Barrett, Scott, 2013. "Climate treaties and approaching catastrophes," Journal of Environmental Economics and Management, Elsevier, vol. 66(2), pages 235-250.
  179. van de Koppel, Johan & Gupta, Rohit & Vuik, Cornelis, 2011. "Scaling-up spatially-explicit ecological models using graphics processors," Ecological Modelling, Elsevier, vol. 222(17), pages 3011-3019.
  180. Yuval Hart & Maryam Vaziri-Pashkam & L Mahadevan, 2020. "Early warning signals in motion inference," PLOS Computational Biology, Public Library of Science, vol. 16(5), pages 1-16, May.
  181. Craig W. Hutton & Robert J. Nicholls & Attila N. Lázár & Alex Chapman & Marije Schaafsma & Mashfiqus Salehin, 2018. "Potential Trade-Offs between the Sustainable Development Goals in Coastal Bangladesh," Sustainability, MDPI, vol. 10(4), pages 1-14, April.
  182. Scott D. Ling & John P. Keane, 2024. "Climate-driven invasion and incipient warnings of kelp ecosystem collapse," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.