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基于优化MaxEnt模型的黑籽重楼潜在适生区预测OA

Prediction of potential suitable areas for Paris thibetica based on the optimized MaxEnt model

中文摘要英文摘要

[目的]预测黑籽重楼的潜在适生区,探讨影响黑籽重楼 Paris thibetica 分布的主要环境因子,分析潜在适生区空间分布格局及质心迁移趋势.[方法]利用优化的 MaxEnt 模型基于 19 个环境因子和 143 个分布点数据预测当前和未来 4 个时期(2030s、2050s、2070s、2090s)不同气候条件下的潜在分布区.[结果]最优化的MaxEnt 模型参数组合为正则化乘数=0.5、特征组合=LQ,模型预测精度较高,曲线下面积为 0.930.温度季节性变化、最冷月最低温、年温变化范围和年平均降水量是影响黑籽重楼的主要环境因子,累计贡献率达 68.9%.当前气候背景下,黑籽重楼的总适生区面积为 235.14×104 km2,占中国陆地总面积的 24.49%,集中于云贵川藏交界及湘鄂闽等区域.未来适生区呈"西缩东退"格局.SSP5-8.5 情景下 2090s 面积仅为当前 48.34%,高适生区向高山峡谷收缩.适生区质心沿横断山脉向西北(SSP1-2.6)或藏东南(SSP5-8.5)迁移.[结论]黑籽重楼生态位受温湿协同调控,未来气候变暖将加剧适生区破碎化,横断山脉可能成为重要气候避难所.研究结果为黑籽重楼就地保护、迁地保育及种质资源库建设提供了科学依据.

[Objective]To predict the potential suitable area of Paris thibetica,explore the main environmental factors influencing its distribution,and analyze the spatial distribution pattern of the potential suitable area and the trend of the centroid transfer.[Method]The optimized MaxEnt model was used to predict the potential distribution areas under different climate conditions in the current and future four periods(2030s,2050s,2070s,2090s)based on 19 environmental factors and data of 143 distribution sites.[Result]The optimal parameter combination of MaxEnt model was regularization multiplier=0.5 and feature combination=LQ.The prediction accuracy was relatively high,with area under curve being 0.930.The temperature seasonal variation,the minimum temperature of the coldest month,the annual temperature range and the annual mean precipitation were the main environmental factors affecting the distribution of P.thibetica,with a cumulative contribution rate of 68.9%.Under the current climate background,the total suitable areas acreage of P.thibetica was 235.14×104 km2,accounting for 24.49%of China's total land area,and these areas were concentrated in the border areas of Yunnan,Guizhou,Sichuan and Tibet,as well as in Hunan,Hubei,Fujian and other regions.In the future,the suitable areas showed a pattern of"shrinking westward and retreating eastward".Under the SSP5-8.5 scenario,the acreage of suitable areas in the 2090s was only 48.34%of the current level,and the high-suitable area contracted toward alpine valleys.The centroid of suitable areas migrated northwestward along the Hengduan Mountains under the SSP1-2.6 scenario,and toward southeastern Tibet under the SSP5-8.5 scenario.[Conclusion]The ecological niche of P.thibetica is synergistically regulated by temperature and humidity variables.Projected climate warming will exacerbate suitable area fragmentation,with the Hengduan Mountains potentially functioning as a critical climatic refugium.These findings provide a robust scientific basis for P.thibetica's in-situ conservation,ex-situ conservation and germplasm resource bank establishment.

王巧乐;刘玉萍;苏旭;咸文佩;张羽新

青海师范大学 生命科学学院/青海省青藏高原生物多样性形成机制与综合利用重点实验室,青海 西宁 810008青海师范大学 生命科学学院/青海省青藏高原生物多样性形成机制与综合利用重点实验室,青海 西宁 810008||青海师范大学 高原科学与可持续发展研究院,青海 西宁 810016青海师范大学 生命科学学院/青海省青藏高原生物多样性形成机制与综合利用重点实验室,青海 西宁 810008||青海师范大学 高原科学与可持续发展研究院,青海 西宁 810016青海师范大学 生命科学学院/青海省青藏高原生物多样性形成机制与综合利用重点实验室,青海 西宁 810008青海师范大学 生命科学学院/青海省青藏高原生物多样性形成机制与综合利用重点实验室,青海 西宁 810008

农业科技

黑籽重楼MaxEnt模型环境因子潜在适生区质心迁移

Paris thibeticaMaxEnt modelEnvironmental factorPotential suitable areaCentroid shift

《华南农业大学学报》 2026 (5)

804-813,10

青海省重大科技专项(2023-SF-A5)

10.7671/j.issn.1001-411X.202511038

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