• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

环境有色噪声对单物种种群动态的影响。

Impact of environmental colored noise in single-species population dynamics.

机构信息

Instituto Carlos I de Física Teórica y Computacional and Departamento Electromagnetismo y Física de la Materia, Universidad de Granada, 18071 Granada, Spain.

Dipartimento di Fisica "G. Galilei" and CNISM, INFN, Università di Padova, Via Marzolo 8, 35131 Padova, Italy.

出版信息

Phys Rev E. 2017 Oct;96(4-1):042301. doi: 10.1103/PhysRevE.96.042301. Epub 2017 Oct 2.

DOI:10.1103/PhysRevE.96.042301
PMID:29347568
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7217512/
Abstract

Variability on external conditions has important consequences for the dynamics and the organization of biological systems. In many cases, the characteristic timescale of environmental changes as well as their correlations play a fundamental role in the way living systems adapt and respond to it. A proper mathematical approach to understand population dynamics, thus, requires approaches more refined than, e.g., simple white-noise approximations. To shed further light onto this problem, in this paper we propose a unifying framework based on different analytical and numerical tools available to deal with "colored" environmental noise. In particular, we employ a "unified colored noise approximation" to map the original problem into an effective one with white noise, and then we apply a standard path integral approach to gain analytical understanding. For the sake of specificity, we present our approach using as a guideline a variation of the contact process-which can also be seen as a birth-death process of the Malthus-Verhulst class-where the propagation or birth rate varies stochastically in time. Our approach allows us to tackle in a systematic manner some of the relevant questions concerning population dynamics under environmental variability, such as determining the stationary population density, establishing the conditions under which a population may become extinct, and estimating extinction times. We focus on the emerging phase diagram and its possible phase transitions, underlying how these are affected by the presence of environmental noise time-correlations.

摘要

外部条件的可变性对生物系统的动力学和组织有重要影响。在许多情况下,环境变化的特征时间尺度及其相关性在生物系统适应和响应环境变化的方式中起着至关重要的作用。因此,要理解种群动态,需要采用比简单的白噪声近似等更为精细的数学方法。为了进一步阐明这个问题,本文提出了一个基于不同分析和数值工具的统一框架,以处理“有色”环境噪声。具体来说,我们采用“统一的有色噪声近似”将原始问题映射到具有白噪声的有效问题,然后应用标准路径积分方法获得解析理解。为了具体说明,我们以接触过程的一种变体为例,提出了我们的方法-它也可以被看作是马尔萨斯-范赫尔斯特类的出生-死亡过程-其中传播或出生率随时间随机变化。我们的方法允许我们系统地解决一些有关环境变化下种群动态的相关问题,例如确定静态种群密度、确定种群可能灭绝的条件以及估计灭绝时间。我们关注新兴的相图及其可能的相变,以及环境噪声时间相关性如何影响这些相变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed62/7217512/9667cd1b3427/e042301_3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed62/7217512/953b93180b5e/e042301_1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed62/7217512/28cff7a7b6ec/e042301_2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed62/7217512/9667cd1b3427/e042301_3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed62/7217512/953b93180b5e/e042301_1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed62/7217512/28cff7a7b6ec/e042301_2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed62/7217512/9667cd1b3427/e042301_3.jpg

相似文献

1
Impact of environmental colored noise in single-species population dynamics.环境有色噪声对单物种种群动态的影响。
Phys Rev E. 2017 Oct;96(4-1):042301. doi: 10.1103/PhysRevE.96.042301. Epub 2017 Oct 2.
2
Analysis and control of pre-extinction dynamics in stochastic populations.随机种群灭绝前动态的分析与控制
Bull Math Biol. 2014 Dec;76(12):3122-37. doi: 10.1007/s11538-014-0047-3. Epub 2014 Nov 26.
3
How colored environmental noise affects population extinction.有色环境噪声如何影响种群灭绝。
Phys Rev Lett. 2008 Dec 31;101(26):268103. doi: 10.1103/PhysRevLett.101.268103.
4
Persistence and extinction of a stochastic single-species model under regime switching in a polluted environment II.污染环境下随机单物种模型在制度转换下的持久性和灭绝性 II.
J Theor Biol. 2010 Dec 7;267(3):283-91. doi: 10.1016/j.jtbi.2010.08.030. Epub 2010 Sep 8.
5
Stochastic Sensitivity Analysis of Noise-Induced Extinction in the Ricker Model with Delay and Allee Effect.随机延迟和阿利效应下的里克尔模型中噪声诱导灭绝的敏感性分析。
Bull Math Biol. 2018 Jun;80(6):1596-1614. doi: 10.1007/s11538-018-0422-6. Epub 2018 Apr 2.
6
Addendum to "Colored-noise-induced discontinuous transitions in symbiotic ecosystems".《共生生态系统中有色噪声诱导的不连续转变》附录
Phys Rev E Stat Nonlin Soft Matter Phys. 2005 Jun;71(6 Pt 1):062103. doi: 10.1103/PhysRevE.71.062103. Epub 2005 Jun 29.
7
Invasion probabilities, hitting times, and some fluctuation theory for the stochastic logistic process.随机逻辑斯蒂过程的入侵概率、首次击中时间及一些波动理论。
J Math Biol. 2018 Oct;77(4):1193-1231. doi: 10.1007/s00285-018-1250-x. Epub 2018 Jun 9.
8
Persistence and extinction of a stochastic single-specie model under regime switching in a polluted environment.污染环境下具有状态转换的随机单物种模型的持久性和灭绝性。
J Theor Biol. 2010 Jun 7;264(3):934-44. doi: 10.1016/j.jtbi.2010.03.008. Epub 2010 Mar 7.
9
Transient and stationary characteristics of the Malthus-Verhulst-Bernoulli model with non-Gaussian fluctuating parameters.具有非高斯波动参数的马尔萨斯 - 韦尔胡尔斯 - 伯努利模型的瞬态和稳态特性
Phys Rev E Stat Nonlin Soft Matter Phys. 2014 May;89(5):052146. doi: 10.1103/PhysRevE.89.052146. Epub 2014 May 30.
10
Neutral dynamics with environmental noise: Age-size statistics and species lifetimes.具有环境噪声的中性动力学:年龄-大小统计与物种寿命
Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Aug;92(2):022722. doi: 10.1103/PhysRevE.92.022722. Epub 2015 Aug 31.

引用本文的文献

1
Analogue information processing in NF-κB gene regulatory system.核因子κB基因调控系统中的模拟信息处理
R Soc Open Sci. 2025 Jun 4;12(6):241487. doi: 10.1098/rsos.241487. eCollection 2025 Jun.
2
Resonant noise amplification in a predator-prey model with quasi-discrete generations.具有准离散世代的捕食者 - 猎物模型中的共振噪声放大
Sci Rep. 2024 Jul 22;14(1):16783. doi: 10.1038/s41598-024-67098-3.
3
The effects of food level and social density on reproduction in the Least Killifish, .食物水平和社会密度对细纹鳉鱼繁殖的影响。

本文引用的文献

1
Bet Hedging against Demographic Fluctuations.针对人口结构波动的风险规避。
Phys Rev Lett. 2017 Sep 8;119(10):108103. doi: 10.1103/PhysRevLett.119.108103.
2
Species coexistence in a neutral dynamics with environmental noise.具有环境噪声的中性动力学中的物种共存
J Theor Biol. 2017 Jan 21;413:1-10. doi: 10.1016/j.jtbi.2016.11.002. Epub 2016 Nov 11.
3
Contact process with temporal disorder.伴有时间紊乱的接触过程。
Ecol Evol. 2018 Dec 14;9(1):100-110. doi: 10.1002/ece3.4634. eCollection 2019 Jan.
Phys Rev E. 2016 Aug;94(2-1):022111. doi: 10.1103/PhysRevE.94.022111. Epub 2016 Aug 9.
4
The effect of environmental stochasticity on species richness in neutral communities.环境随机性对中性群落物种丰富度的影响。
J Theor Biol. 2016 Nov 21;409:155-164. doi: 10.1016/j.jtbi.2016.08.029. Epub 2016 Aug 24.
5
Demographic noise can reverse the direction of deterministic selection.人口统计学噪声可以逆转确定性选择的方向。
Proc Natl Acad Sci U S A. 2016 Aug 9;113(32):E4745-54. doi: 10.1073/pnas.1603693113. Epub 2016 Jul 22.
6
Intrinsic noise in systems with switching environments.具有切换环境的系统中的固有噪声。
Phys Rev E. 2016 May;93(5):052119. doi: 10.1103/PhysRevE.93.052119. Epub 2016 May 10.
7
The Impact of Environmental Fluctuations on Evolutionary Fitness Functions.环境波动对进化适应度函数的影响。
Sci Rep. 2015 Oct 19;5:15211. doi: 10.1038/srep15211.
8
A neutral theory with environmental stochasticity explains static and dynamic properties of ecological communities.一个带有环境随机性的中性理论可以解释生态群落的静态和动态特性。
Ecol Lett. 2015 Jun;18(6):572-80. doi: 10.1111/ele.12439. Epub 2015 Apr 23.
9
Stochasticity enhances the gaining of bet-hedging strategies in contact-process-like dynamics.随机性增强了类似接触过程动力学中避险策略的获得。
Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Mar;91(3):032114. doi: 10.1103/PhysRevE.91.032114. Epub 2015 Mar 10.
10
Enhanced Moran effect by spatial variation in environmental autocorrelation.环境自相关性的空间变异增强了 Moran 效应。
Nat Commun. 2015 Jan 9;6:5993. doi: 10.1038/ncomms6993.