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生态学杂志 ›› 2025, Vol. 44 ›› Issue (6): 2096-2104.doi: 10.13292/j.1000-4890.202506.019

• 技术与方法 • 上一篇    下一篇

基于MaxEnt模型预测枸杞负泥虫潜在适生区

李发毅,段国珍,樊光辉,李建领*   

  1. (青海大学农林科学院, 青海大学农牧学院, 青海省高原林木遗传育种重点实验室, 青藏高原种质资源研究与利用实验室, 西宁 810016)

  • 出版日期:2025-06-10 发布日期:2025-06-11

Predicting geographical distribution of Lema decempunctata with MaxEnt modeling.

LI Fayi, DUAN Guozhen, FAN Guanghui, LI Jianling*   

  1. (Academy of Agricultural and Forestry Sciences, College of Agriculture and Animal Husbandry, Qinghai Plateau Key Laboratory of Forest Genetic Breeding, Laboratory for Research and Utilization of Qinghai Tibet Plateau Germplasm Resources, Qinghai University, Xining 810016, China).

  • Online:2025-06-10 Published:2025-06-11

摘要: 负泥虫(Lema decempunctata Gebler)是宁夏枸杞(Lycium barbarum L.)有机生产中的一种成灾性食叶害虫,确定其在气候变暖背景下的适生区,对开展监测预报和科学防控具有重要意义。本研究基于枸杞负泥虫当前分布点,结合气候和土壤环境数据,利用MaxEnt模型对枸杞负泥虫当前和未来的适生区进行预测,探讨气候变化对其适生区分布的影响。结果表明:(1)影响负泥虫分布的关键环境变量是最干季度平均温度(bio9),适宜的分布区间为-15.49~10.60 ℃。(2)当前和未来气候情景下,负泥虫适生区主要集中于除蒙古以外的东亚国家,中国的适生区面积最大,占全球适生面积的比例超过70%,其次是日本、韩国和朝鲜;负泥虫在中国的适生区遍布各个省份,中高适生区主要集中于长江以北地区;未来2050s和2070s,全球负泥虫总适生区面积分别在RCP 2.6和6.0达到最大,较当前增加1.94%、10.55%。(3)未来2050s与当前相比、未来2070s与2050s相比,分别有81.92%、92.34%的适生区保持不变;2050s新增和缩减适生区均高于2070s。

关键词: 枸杞, 负泥虫, MaxEnt模型, 适生区, 预测

Abstract: Lema decempunctata Gebler is a catastrophic leaf-feeding pest of organic production of goji berry, Lycium barbarum L. Identifying its distribution under climate warming is of significance for the pest monitoring, forecasting, as well as scientific prevention and control. We used the MaxEnt model to predict the current and future potential distribution based on the distribution information of L. decempunctata and environmental factors (climate and soil). The impact of climate change on the distribution of its suitable areas was examined. The results showed that: (1) The average temperature of the driest quarter (bio9) was the dominant environmental factor affecting the distribution of L. decempunctata, and the suitable distribution range was from -15.49 ℃ to 10.60 ℃. (2) Under the current and future climate scenarios, the suitable habitats of the pest were concentrated in East Asian countries, except Mongolia. The suitable area in China was the largest, accounting for more than 70% of global suitable area, followed by Japan, South Korea, and North Korea. In China, the suitable habitats were distributed in almost all provinces, with the moderately and highly suitable areas being concentrated in the north of the Yangtze River. In the 2050s and 2070s, the global total suitable area reached the maximum under RCP 2.6 and 6.0, respectively, and increased by 1.94% and 10.55% compared with the current ones. (3) In the 2050s, 81.92% of the suitable habitats remained unchanged compared with the current condition. In the 2070s, 92.34% of the suitable habitats remained unchanged compared with the 2050s. The expansion and contraction area in the 2050s was higher than that in the 2070s.


Key words: goji berry, Lema decempunctata, MaxEnt model, suitable habitat, prediction