ORIGINAL RESEARCH
Prediction of Potential Geographic Distribution of Endangered Relict Tree Species Dipteronia sinensis in China Based on MaxEnt and GIS
,
 
,
 
,
 
,
 
 
 
More details
Hide details
1
Ecological Security and Protection Key Laboratory of Sichuan Province, Mianyang Normal University, Mianyang 621000, Sichuan, China
 
2
Sichuan Academy of Environmental policy and planning, Chengdu 610093, Sichuan, China
 
3
School of Economics and Management, Southwest University of Science and Technology, Mianyang 621010, Sichuan, China
 
 
Submission date: 2021-11-02
 
 
Final revision date: 2022-01-24
 
 
Acceptance date: 2022-02-24
 
 
Online publication date: 2022-05-05
 
 
Publication date: 2022-07-12
 
 
Corresponding author
Jingtian Yang   

Mianyang Normal University, China
 
 
Pol. J. Environ. Stud. 2022;31(4):3597-3609
 
KEYWORDS
TOPICS
ABSTRACT
Dipteronia sinensis is an endangered relict tree species in the endemic north temperate flora of China, which has important reference values for studying paleoclimate and species variation as well as geographic zonation changes. Based on 96 occurrence points of D. sinensis and 9 environmental factors, the potential geographic distribution of D. sinensis in China under climate change was predicted using MaxEnt model and ArcGIS software, the Jackknife test was used to assess the important factors governing its potential geographic distribution. In addition, response curves were selected to determine the suitable values of environmental factors and further quantitatively predicted the potential geographic distribution of D. sinensis under the climate changet. The results showed that: (1) the prediction accuracy of the MaxEnt model was extremely high, with an area under receiver operating characteristic curve (AUC training value) of 0.959. The potential suitable habitat area of D. sinensis under current climate condition was 103.9 × 104 km2, mainly located in the central and northwestern regions of China; (2) the main environmental factors affecting the potential geographic distribution of D. sinensis were the temperature factor (min temperature of coldest month) and the precipitation factor (annual precipitation); (3) the area of low, high and total suitable habitats showed a decreasing trend under SSP1-2.6 and SSP5-8.5 scenarios in 2070s, and the area of moderately suitable habitats showed an increasing trend under the three scenarios in 2050s and 2070s, and the center of gravity of the potential suitable habitats of D. sinensis would shift to the northwest. Our results can provide a theoretical basis for the scientific management and resource conservation of D. sinensis.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
 
CITATIONS (20):
1.
Climate Change Will Lead to a Significant Reduction in the Global Cultivation of Panicum milliaceum
Pan Jiang, Junyi Jiang, Cong Yang, Xinchen Gu, Yi Huang, Liang Liu
Atmosphere
 
2.
Modeling the potential distribution of the energy tree species Triadica sebifera in response to climate change in China
Mei Liu, Liyong Yang, Miaomiao Su, Wei Gong, Yibo Liu, Jingxuan Yang, Yi Huang, Cong Zhao
Scientific Reports
 
3.
Modeling habitat suitability for saffron (Crocus sativus L.) using AI-based approaches to support sustainable industrial cultivation
Ghazal Shafiee Sarvestani, Mohsen Edalat, Emran Dastres, Rouhollah Naderi, Hamid Reza Pourghasemi
Industrial Crops and Products
 
4.
Changes in potential distribution and cultivation areas of Allium victorialis L. under climate change
Yi Huang, Jian Yang, Guanghua Zhao, Yang Yang, Wuzhi Jiaba, Jialin Li, Tingyong Yang, Jianmin Yao
Frontiers in Plant Science
 
5.
Optimized MaxEnt Model Predicts Future Suitable Habitats for Chinese Caterpillar Fungus Under Climate Change
Yaqin Peng, Zhihang Zhuo, Qianqian Qian, Danping Xu
Agriculture
 
6.
Distribution and cultivation area dynamics of Aralia Elata (Miq.) Seem. In the upper reaches of the Dadu-Minjiang river under climate change
Yi Huang, Guanghua Zhao, Yang Yang, Jian Yang, Jia Ba Wu Zhi
BMC Plant Biology
 
7.
Potential global distribution of Setaria italica, an important species for dryland agriculture in the context of climate change
Jingtian Yang, Xue Jiang, Yunlong Ma, Mei Liu, Zixi Shama, Jiayi Li, Yi Huang, Jiban Shrestha
PLOS ONE
 
8.
Climate change impacts the distribution of Quercus section Cyclobalanopsis (Fagaceae), a keystone lineage in East Asian evergreen broadleaved forests
Lin Lin, Xiao-Long Jiang, Kai-Qi Guo, Amy Byrne, Min Deng
Plant Diversity
 
9.
Modeling the Future of a Wild Edible Fern Under Climate Change: Distribution and Cultivation Zones of Pteridium aquilinum var. latiusculum in the Dadu–Min River Region
Yi Huang, Jingtian Yang, Guanghua Zhao, Zixi Shama, Qingsong Ge, Yang Yang, Jian Yang
Plants
 
10.
Simulation of the Potential Impact of Land Use Change on Ecological Networks in the Context of Rapid Urbanization
Jialong Xu, Yun Ling, Yiyan Sun, Yuhang Jiang, Rui Shen, Yuan Wang
Polish Journal of Environmental Studies
 
11.
Prediction of Potential Suitable Habitats of Cupressus duclouxiana Under Climate Change Based on Biomod2 Ensemble Models
Jialin Li, Yi Huang, Yunxi Pan, Cong Zhao, Yulian Yang, Jingtian Yang
Biology
 
12.
Regional Analysis of the Potential Distribution of Heptacodium miconioides and Its Competitor Species in China
Le Li, Minxia Liu, Lanxiang Ji, Fei Wang
Sustainability
 
13.
Impact of climate change on the distribution of Ligustrum leucanthum using MaxEnt modeling
Guiquan Song, Shufang Liu, Xijian Song, Xuelian Jiang, Shuai Gong, Wenya Hao, Ying Cui, Yueling Zhao
Scientific Reports
 
14.
Dynamics of Potential Distribution and Cultivation Areas of Plantago asiatica L. Under Climate Change: A Case Study of the Uppers of Dadu River—Minjiang River Basin
Yi Huang, Guanghua Zhao, Yang Yang, Jian Yang, Wu Zhi Jia Ba, Jia Lin Li
Ecology and Evolution
 
15.
Predicting the potential geographical distribution of Osyris quadripartita Decn. (Santalaceae) in Ethiopia under climate change scenarios
Zeleke Assefa Getaneh, Sebsebe Demissew, Zerihun Woldu, Ermias Aynekulu
Brazilian Journal of Botany
 
16.
Distributional Response of Paeonia Decomposita to Climate Change and Conservation Strategies
Mei Liu, Miao-Miao Su, Kai Cai, Pei-Sen Qi, Wei Gong, De-Chao Chen, Li He, Hua-Wei Wu, Dong-Zhou Deng, Yi Huang
Polish Journal of Environmental Studies
 
17.
Ecological risk assessment of future suitable areas for Piper kadsura under the background of climate change
Shimeng Li, Yuanxin Li, Mingli Hu, Yankun Li, Mingrong Yang, Shi Wang, Wei Yu, Chunsong Cheng, Qiqing Cheng
Frontiers in Plant Science
 
18.
Prediction of potentially suitable distribution areas of Thesium chinense Turcz. in China against the background of climate change
Peng Gao, He Si, Qian Zhao, Gang Li, Xinfei Zhang, Minghao Guo, Shiqiang Wang, Junfeng Niu, Zhezhi Wang
Plant Ecology
 
19.
Climate Change Enhances the Cultivation Potential of Ficus tikoua Bur. in China: Insights from Ensemble Modeling and Niche Analysis
Mei Liu, Yutong Qin, Jian Yang, Xiaoyu Li, Fengli Zhu, Zhiliang Ma, Cong Zhao, Ruijun Su, Yan Chen
Biology
 
20.
Spatial Distribution Patterns of the Key Afforestation Species Cupressus funebris: Insights from an Ensemble Model under Climate Change Scenarios
Jingtian Yang, Yi Huang, Miaomiao Su, Mei Liu, Jingxuan Yang, Qinggui Wu
Forests
 
eISSN:2083-5906
ISSN:1230-1485
Journals System - logo
Scroll to top