欢迎访问《生态学杂志》官方网站,今天是 分享到:

生态学杂志 ›› 2023, Vol. 42 ›› Issue (1): 237-247.doi: 10.13292/j.1000-4890.202301.002

• 技术与方法 • 上一篇    下一篇

湿地生态系统网络模型鲁棒性分析

胡子轩,华静*,李医民   

  1. (江苏大学数学科学学院, 江苏镇江 212013)
  • 出版日期:2023-01-10 发布日期:2023-02-01

Robustness analysis of wetland ecosystem network models.

HU Zi-xuan, HUA Jing*, LI Yi-min   

  1. (School of Mathematical Sciences, Jiangsu University, Zhenjiang 212013, Jiangsu, China).
  • Online:2023-01-10 Published:2023-02-01

摘要: 近年来随着人类活动的加剧,湿地生态系统的结构和功能都受到强烈干扰和破坏,研究遭受干扰后的湿地生态系统结构的演化过程,对湿地生态系统的保护、管理、恢复都有重要意义。本文根据复杂网络相关理论和生态系统特征构建湿地生态系统的网络模型,同时基于生物的谢尔福德耐受性和生态系统的自我调节能力,提出了一种考虑过载和欠载状态的湿地生态网络结构的演化模型。从初始负载、负载容量、负载冗余范围和负载重分配四个方面对遭受攻击的生态网络结构的演化过程进行刻画,同时利用鲁棒性指标揭示物种遭受干扰消亡后对湿地生态系统鲁棒性的影响。针对Teacapan湿地生态系统数值仿真,发现不同营养级的关键物种消亡对生态系统结构和鲁棒性的影响程度不同。初级生产者中的关键物种(红树林的碎屑和水中物质)消亡会导致Teacapan湿地生态网络结构迅速崩溃,生态系统鲁棒性指标迅速下降为0;而消费者中的关键物种消亡对生态网络结构波动和系统鲁棒性的影响较小,生态系统能够在一定时间内达到二次平衡,此时湿地生态系统仍具有一定的抵抗外界干扰的能力。这一结果体现了红树林中的碎屑作为支撑食物链的主要食物来源对湿地生态系统的重要性,为湿地生态系统的动植物资源保护和生态重建提供一定的科学参考。


关键词: 湿地生态系统, 复杂网络, 鲁棒性, 演化模型

Abstract: With the intensification of human activities in recent years, the structure and function of wetlands have been strongly disturbed and damaged. Understanding the changes of structure of wetland ecosystems after disturbance is of great significance to the conservation, management, and restoration of wetlands. We construct a network model of wetland ecosystem based on complex network related theory and ecosystem characteristics, and propose an evolutionary model of wetland ecological network structure considering overload and underload states based on the Shelford’s law of tolerance of organisms and the self-regulation ability of the ecosystem. The evolutionary process of an attacked ecological network structure is described in terms of initial load, load capacity, load redundancy range, and load redistribution, while robustness indicators are used to reveal the impacts of species on the robustness of wetland ecosystem after disturbance. For the Teacapan wetland ecosystem, numerical simulations revealed that the extinction of keystone species at different trophic levels had different degrees of impacts on ecosystem structure and robustness. The loss of key species in the primary producers (mangrove debris and material in the water) led to a rapid collapse of the Teacapan wetland ecosystem network structure and a rapid decline in ecosystem robustness index to zero, while the loss of key species in the consumers had less impacts on the fluctuation of ecosystem network structure and system robustness, and the ecosystem could reach a secondary equilibrium within a certain period of time. At this time, wetland ecosystem still has some ability to resist external disturbances. The results demonstrate the importance of mangrove detritus as a major food source supporting food chain, and provide a scientific reference for the conservation and ecological reconstruction of wetland ecosystems.


Key words: wetland ecosystem, complex network, robustness, evolutionary model.