测绘通报 ›› 2026, Vol. 0 ›› Issue (9): 49-54.doi: 10.13474/j.cnki.11-2246.2026.0907

• 城市遥感与空间数据分析 • 上一篇    下一篇

耦合MSPA技术和最大熵模型的苏州市水鸟生态网络构建

陈伊1, 瞿珺1, 宋润泽2, 陈超1,3, 杨朝辉1,3   

  1. 1. 苏州科技大学地理科学与测绘工程学院, 江苏 苏州 215009;
    2. 山东农业大学资源与环境学院, 山东 泰安 271000;
    3. 江苏省现代测绘仪器技术研究工程中心, 江苏 苏州 215009
  • 收稿日期:2025-12-15 发布日期:2026-10-09
  • 通讯作者: 杨朝辉。E-mail:yzhac@163.com
  • 作者简介:陈伊(2001—),女,硕士生,主要研究方向为生物多样性保护、生态安全与修复。E-mail:1303798836@qq.com
  • 基金资助:
    国家自然科学基金(42171311);江苏省研究生科研与实践创新计划(SJCX24_1887)

Construction of waterfowl ecological network in Suzhou city by coupling MSPA technology and maximum entropy model

Chen Yi1, Qu Jun1, Song Runze2, Chen Chao1,3, Yang Zhaohui1,3   

  1. 1. School of Geography Science and Surveying Engineering, Soochow University of Science and Technology, Suzhou 215009, China;
    2. Shandong Agricultural University College of Resources and Environment, Taian 271000, China;
    3. Jiangsu Provincial Engineering Research Center for Modern Surveying and Mapping Instrument Technology, Suzhou 215009, China
  • Received:2025-12-15 Published:2026-10-09

摘要: [目的]本文旨在精准评价苏州水鸟生态网络,揭示其对城市水鸟生态保护的重要性。[方法]基于形态学空间格局分析(MSPA)技术、最大熵(MaxEnt)模型与LinkageMapper工具构建水鸟生态网络,并评估其网络结构与稳健性。[结果]结果表明:①生态源地集中分布于西南部水网密集区,生态廊道呈现西部-中部密集网状、其他片区稀疏或无的空间分布特征。②网络平均聚类系数为0.22,平均最短路径长度为3.21,全局效率为0.40,整体连通性较好而聚集性较弱,关键节点对结构控制作用显著。③恶意攻击下网络稳健性下降明显,单个节点攻击可导致10%的网络失效,反映出关键节点的脆弱性与重要性。[结论]本文构建的水鸟生态网络在保持全局连通性的基础上实现局部稳定性,为水鸟生态保护研究提供借鉴,从复杂网络理论视角为水鸟保护的空间决策支持和可持续性提供了科学依据。

关键词: 水鸟, 最大熵, MSPA, 生态廊道, POI

Abstract: [Purposes]Accurately assessing the ecological network of waterbirds in Suzhou is of great significance for urban waterbird ecological conservation.[Methods]Based on MSPA technology,the maximum entropy(MaxEnt)model,and the Linkage Mapper tool,a waterbird ecological network was constructed,and its network structure and robustness were assessed.[Findings]The results indicate: ①Ecological sources are predominantly distributed in the densely water-networked areas of the southwest,while ecological corridors exhibit a spatial pattern of dense in the west-central area,sparse or absent in other regions.②The average clustering coefficient of the network is 0.22,the average shortest path length is 3.21,and the global efficiency is 0.40,indicating good overall connectivity but weak clustering,with key nodes playing a significant role in structural control.③Under malicious attacks,network robustness declines significantly; an attack on a single node can cause a 10% network failure,reflecting the vulnerability and importance of key nodes.[Conclusions]The waterbird ecological network constructed in this study achieves local stability while maintaining global connectivity,providing a reference for waterbird ecological conservation research and offering scientific support for spatial decision-making and sustainability in waterbird protection from the perspective of complex network theory.

Key words: waterfowl, MaxEnt, MSPA, ecological corridor, POI

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