Literature DB >> 29790295

From noise to knowledge: how randomness generates novel phenomena and reveals information.

Carl Boettiger1.   

Abstract

Noise, as the term itself suggests, is most often seen a nuisance to ecological insight, a inconvenient reality that must be acknowledged, a haystack that must be stripped away to reveal the processes of interest underneath. Yet despite this well-earned reputation, noise is often interesting in its own right: noise can induce novel phenomena that could not be understood from some underlying deterministic model alone. Nor is all noise the same, and close examination of differences in frequency, colour or magnitude can reveal insights that would otherwise be inaccessible. Yet with each aspect of stochasticity leading to some new or unexpected behaviour, the time is right to move beyond the familiar refrain of "everything is important" (Bjørnstad & Grenfell ). Stochastic phenomena can suggest new ways of inferring process from pattern, and thus spark more dialog between theory and empirical perspectives that best advances the field as a whole. I highlight a few compelling examples, while observing that the study of stochastic phenomena are only beginning to make this translation into empirical inference. There are rich opportunities at this interface in the years ahead.
© 2018 John Wiley & Sons Ltd/CNRS.

Entities:  

Keywords:  Coloured noise; demographic noise; environmental noise; quasi-cycles; stochasticity; tipping points

Mesh:

Year:  2018        PMID: 29790295     DOI: 10.1111/ele.13085

Source DB:  PubMed          Journal:  Ecol Lett        ISSN: 1461-023X            Impact factor:   9.492


  15 in total

1.  Rebuilding global fisheries under uncertainty.

Authors:  Milad Memarzadeh; Gregory L Britten; Boris Worm; Carl Boettiger
Journal:  Proc Natl Acad Sci U S A       Date:  2019-07-22       Impact factor: 11.205

2.  Noise-induced effects in collective dynamics and inferring local interactions from data.

Authors:  Jitesh Jhawar; Vishwesha Guttal
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2020-07-27       Impact factor: 6.237

3.  Net effect of environmental fluctuations in multiple global-change drivers across the tree of life.

Authors:  Marco J Cabrerizo; Emilio Marañón
Journal:  Proc Natl Acad Sci U S A       Date:  2022-08-01       Impact factor: 12.779

4.  Teaching machines to anticipate catastrophes.

Authors:  Marcus Lapeyrolerie; Carl Boettiger
Journal:  Proc Natl Acad Sci U S A       Date:  2021-10-05       Impact factor: 11.205

5.  Effects of stochasticity on the length and behaviour of ecological transients.

Authors:  Alan Hastings; Karen C Abbott; Kim Cuddington; Tessa B Francis; Ying-Cheng Lai; Andrew Morozov; Sergei Petrovskii; Mary Lou Zeeman
Journal:  J R Soc Interface       Date:  2021-07-07       Impact factor: 4.293

6.  A case for environmental statistics of early-life effects.

Authors:  Willem E Frankenhuis; Daniel Nettle; Sasha R X Dall
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2019-04-15       Impact factor: 6.237

Review 7.  Generating randomness: making the most out of disordering a false order into a real one.

Authors:  Yaron Ilan
Journal:  J Transl Med       Date:  2019-02-18       Impact factor: 5.531

8.  Integrating the underlying structure of stochasticity into community ecology.

Authors:  Lauren G Shoemaker; Lauren L Sullivan; Ian Donohue; Juliano S Cabral; Ryan J Williams; Margaret M Mayfield; Jonathan M Chase; Chengjin Chu; W Stanley Harpole; Andreas Huth; Janneke HilleRisLambers; Aubrie R M James; Nathan J B Kraft; Felix May; Ranjan Muthukrishnan; Sean Satterlee; Franziska Taubert; Xugao Wang; Thorsten Wiegand; Qiang Yang; Karen C Abbott
Journal:  Ecology       Date:  2019-12-26       Impact factor: 5.499

Review 9.  Understanding evolutionary and ecological dynamics using a continuum limit.

Authors:  Peter Czuppon; Arne Traulsen
Journal:  Ecol Evol       Date:  2021-05-01       Impact factor: 2.912

10.  The Dynamic Shift Detector: An algorithm to identify changes in parameter values governing populations.

Authors:  Christie A Bahlai; Elise F Zipkin
Journal:  PLoS Comput Biol       Date:  2020-01-15       Impact factor: 4.475

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.