Frequently asked questions about nonlinear dynamics and empirical dynamic modelling
Frequently asked questions about nonlinear dynamics and empirical dynamic modelling
复制标题
DOI：
10.1093/icesjms/fsz209
复制
发表时间：
2020-07-01
影响因子：
3.3
通讯作者：
Rogers, Tanya L.
中科院分区：
文献类型：
--
作者：
Munch, Stephan B.;Brias, Antoine;Rogers, Tanya L.
复杂的非线性动力学在海洋生态学中普遍存在。经验动力学模型可以用来推断生态系统动力学和物种相互作用，同时做出最小的假设。尽管人们对应用这些方法的热情与日俱增，但理解这些方法所需的背景通常不是当代海洋生态学课程的一部分，导致许多问题和潜在的误解。在这项研究中，我们提供了经验动力学模型的简要概述，然后回答了关于非线性动力学和非线性预测的十个最常见的问题。
Complex nonlinear dynamics are ubiquitous in marine ecology. Empirical dynamic modelling can be used to infer ecosystem dynamics and species interactions while making minimal assumptions. Although there is growing enthusiasm for applying these methods, the background required to understand them is not typically part of contemporary marine ecology curricula, leading to numerous questions and potential misunderstanding. In this study, we provide a brief overview of empirical dynamic modelling, followed by answers to the ten most frequently asked questions about nonlinear dynamics and nonlinear forecasting.