文献类型：期刊文献

中文题名：Mapping the potential distribution suitability of 16 tree species under climate change in northeastern China using Maxent modelling

作者：Dan Liu[1] Xiangdong Lei[1] Wenqiang Gao[1] Hong Guo[1] Yangsheng Xie[1] Liyong Fu[1] Yuancai Lei[1] Yutang Li[2] Zhuoli Zhang[1] Shouzheng Tang[1]

第一作者：刘丹

机构：[1]Key Laboratory of Forest Management and Growth Modelling,National Forestry and Grassland Administration,Institute of Forest Resource Information Techniques,Chinese Academy of Forestry,Beijing 100091,People’s Republic of China;[2]Academy of Forest Inventory and Planning of Jilin Province,Changchun 130022,People’s Republic of China

年份：2022

卷号：33

期号：6

起止页码：1739-1750

中文期刊名：林业研究：英文版

外文期刊名：Journal of Forestry Research

收录：CSTPCD;;Scopus;CSCD:【CSCD2021_2022】；PubMed;

基金：supported by the forestry public welfare scientific research project(Grant No.201504303)。

语种：英文

中文关键词：Species distribution model;National forest inventory data;Natural forest;Climate change;Site suitability mapping;Maxent modelling

分类号：S718.5

摘要：Knowledge on the potential suitability of tree species to the site is very important for forest management planning.Natural forest distribution provides a good reference for afforestation and forest restoration.In this study,we developed species distribution model(SDM)for 16 major tree species with 2,825 permanent sample plots with natural origin from Chinese National Forest Inventory data collected in Jilin Province using the Maxent model.Three types of environmental factors including bioclimate,soil and topography with a total of 33 variables were tested as the input.The values of area under the curve(AUC,one of the receiver operating characteristics of the Maxent model)in the training and test datasets were between 0.784 and 0.968,indicating that the prediction results were quite reliable.The environmental factors affecting the distribution of species were ranked in terms of their importance to the species distribution.Generally,the climatic factors had the greatest contribution,which included mean diurnal range,annual mean temperature,temperature annual range,and iosthermality.But the main environmental factors varied with tree species.Distribution suitability maps under current(1950-2000)and future climate scenarios(CCSM4-RCP 2.6 and RCP 6.0 during 2050)were produced for 16 major tree species in Jilin Province using the model developed.The predicted current and future ranges of habitat suitability of the 16 tree species are likely to be positively and negatively affected by future climate.Seven tree species were found to benefit from future climate including B etula costata,Fraxinus mandshurica,Juglans mandshurica,Phellodendron amurense,Populus ussuriensis,Quercus mongolica and Ulmus pumila;five tree species will experience decline in their suitable habitat including B.platyphylla,Tilia mongolica,Picea asperata,Pinus sylvestris,Pinus koraiensis;and four(Salix koreensis,Abies fabri,Pinus densiflora and Larix olgensis)showed the inconsistency under RCP 2.6 and RCP 6.0 scenarios.The maps of the habitat suitability can be used as a basis for afforestation and forest restoration in northeastern China.The SDMs could be a potential tool for forest management planning.