基于MaxEnt模型的小粒种咖啡广西适宜性区划和种植空间潜力预测OA
MaxEnt-based Ecological Suitability Regionalization and Cultivation Spatial Potential Prediction of Coffea arabica in Guangxi,China
小粒种咖啡(Coffea arabica)广西生态适宜性区划研究对于精准有效利用生态环境资源,指导科学选址种植和合理生产布局规划具有重要参考意义.基于 MaxEnt 模型和 ArcGIS 软件对广西 58 个小粒种咖啡样本点分布数据和15 个环境变量建模,筛选影响小粒种咖啡在广西分布的主要环境因素,预测当前和未来气候条件下广西小粒种咖啡的潜在适宜性区划和种植空间潜力.结果表明:模型预测结果具有较高一致性与可靠性,受试者工作特征曲线下面积(AUC)为 0.937,Kappa系数为 61.6%,真正技能统计量(TSS)为 0.738.气候限制因子(降水季节性变异系数、等温性、最冷季度的降水量、最冷季度的平均温度、最冷月份的最低温度)对广西小粒种咖啡生态适宜性区划起决定性作用.当前时期,桂西南是广西小粒种咖啡高适宜区的核心集中地,也是中适宜区、低适宜区的重要分布区域.地(市)级水平适宜区总面积排序前五的是百色(占 46.20%)、崇左(占 21.97%)、防城港(占 8.26%)、南宁(占 7.33%)和玉林(占 6.46%),县(区)级水平高适宜区面积排序前五的是靖西(149.58 km2)、西林(109.77 km2)、那坡(62.94 km2)、德保(50.78 km2)和上思(47.31 km2).未来不同气候条件下,随着时间推移,总适生区面积呈逐渐增加趋势,适生环境从西南优势区向东北潜力区逐步扩增,适生区质心从广西西南部(百色、崇左、防城港等地)向东北部方向(南宁及桂中、桂东区域)转移.
The study on the ecological suitability regionalization for Coffea arabica in Guangxi is of great reference significance for accurate and effective utilization of ecological and environmental resources,guiding scientific site se-lection for planting and rational production layout planning.The MaxEnt model and ArcGIS software were used for the modeling of 58 distribution points of C.arabica in Guangxi and 15 environmental factors,and for the prediction of the ecological suitability regionalization and spatial potential prediction in current and future climate scenario.The model's prediction results had high consistency and reliability,with the AUC of 0.937,the Kappa coefficient of 61.6%,and TSS of 0.738.Climatic limiting factors(coefficient of variation of precipitation seasonality,isothermality,precipitation of coldest quarter,mean temperature of coldest quarter,min temperature of coldest month)played a decisive role in the ecological suitability regionalization of C.arabica in Guangxi.The southwest of Guangxi was the core concentration area for highly suitable area,and important distribution area for moderately and lowly suitable area in current.The top five of total suitable areas,in descending order,were Baise(46.20%),Chongzuo(21.97%),Fangchenggang(8.26%),Nanning(7.33%)and Yulin(6.46%)in the prefecture-level scale.The top five of highly suitable areas,in descending order,were Jingxi(149.58 km2),Xilin(109.77 km2),Napo(62.94 km2),Debao(50.78 km2)and Shangsi(47.31 km2)in the county scale.In the future climate scenario,the total suitable area showed an increasing trend,particularly suitable habitat expanding gradually from the southwest dominant suitable area toward the northeast potential area,with the core distribution areas shifting from the southwest area of Guangxi(Baise,Chongzuo,Fangchenggang and other regions)to-ward the northeast(Nanning area together with the central and eastern area of Guangxi).
郝小玲;覃剑峰;陈赶林;宾振钧;宾哲源;岑庆静;石兰蓉;宁诗琪;陆祖正;杨贵兵;李锆
广西壮族自治区亚热带作物研究所,广西 南宁 530001广西壮族自治区亚热带作物研究所,广西 南宁 530001广西壮族自治区亚热带作物研究所,广西 南宁 530001||农业农村部亚热带果品蔬菜质量安全控制重点实验室,广西 南宁 530001||广西亚热带特色水果质量安全控制重点实验室,广西 南宁 530001广西壮族自治区亚热带作物研究所,广西 南宁 530001广西壮族自治区水果技术指导站,广西 南宁 530022广西壮族自治区亚热带作物研究所,广西 南宁 530001广西壮族自治区亚热带作物研究所,广西 南宁 530001广西壮族自治区亚热带作物研究所,广西 南宁 530001广西壮族自治区亚热带作物研究所,广西 南宁 530001广西壮族自治区亚热带作物研究所,广西 南宁 530001广西鲜友食品科技有限公司,广西 百色 531508
农业科技
广西小粒种咖啡MaxEnt适宜性区划
GuangxiCoffea arabicaMaxEntsuitable habitat
《热带作物学报》 2026 (3)
801-813,13
广西重点研发计划项目(桂科农AB2506910046)广西壮族自治区农业科学院基本科研业务费与科技发展基金项目(No.2025YP131,No.2026YT018).
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