Range Dynamics of Striped Field Mouse (Apodemus agrarius) in Northern Eurasia under Global Climate Change Based on Ensemble Species Distribution Models

被引:10
|
作者
Petrosyan, Varos [1 ]
Dinets, Vladimir [2 ]
Osipov, Fedor [1 ]
Dergunova, Natalia [1 ]
Khlyap, Lyudmila [1 ]
机构
[1] Russian Acad Sci, AN Severtsov Inst Ecol & Evolut, Moscow 119071, Russia
[2] Univ Tennessee, Psychol Dept, Knoxville, TN 37996 USA
来源
BIOLOGY-BASEL | 2023年 / 12卷 / 07期
基金
俄罗斯科学基金会;
关键词
Apodemus agrarius; rodent; climate change; global circulation models; invasive species; species distribution models; eSDM; zoonotic pathogens; EARTH SYSTEM MODEL; INFECTIOUS-DISEASES; CONSEQUENCES; PREVALENCE; COMPLEXITY; GENOTYPES; ABSENCES; IMPACT; PLANT;
D O I
10.3390/biology12071034
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Simple Summary Global climate change may expand the regions suitable for alien species beyond their historical range. The striped field mouse (Apodemus agrarius) is a widespread species in Northern Eurasia. Its current and future range expansion under climate change may negatively influence public health and the economy. We studied the potential distribution of the striped field mouse and assessed vulnerability of Northern Eurasia to A. agrarius invasion. We created an ensemble of species distribution models to predict suitable niches across current and future climate changes. We found that the range changes depended on both the sensitivity and scenario of climate change models. The main trends included range expansion to the northeast, partial habitat loss in the steppe, and formation of a continuous range from Central Europe to East Asia. The results are important for minimizing new invasions of the striped field mouse and their negative consequences. The striped field mouse (Apodemus agrarius Pallas, 1771) is a widespread species in Northern Eurasia. It damages crops and carries zoonotic pathogens. Its current and future range expansion under climate change may negatively affect public health and the economy, warranting further research to understand the ecological and invasive characteristics of the species. In our study, we used seven algorithms (GLM, GAM, GBS, FDA, RF, ANN, and MaxEnt) to develop robust ensemble species distribution models (eSDMs) under current (1970-2000) and future climate conditions derived from global circulation models (GCMs) for 2021-2040, 2041-2060, 2061-2080, and 2081-2100. Simulation of climate change included high-, medium-, and low-sensitivity GCMs under four scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5). We analyzed the habitat suitability across GCMs and scenarios by constructing geographical ranges and calculating their centroids. The results showed that the range changes depended on both the sensitivity of GCMs and scenario. The main trends were range expansion to the northeast and partial loss of habitat in the steppe area. The striped field mouse may form a continuous range from Central Europe to East Asia, closing the range gap that has existed for 12 thousand years. We present 49 eSDMs for the current and future distribution of A. agrarius (for 2000-2100) with quantitative metrics (gain, loss, change) of the range dynamics under global climate change. The most important predictor variables determining eSDMs are mean annual temperature, mean diurnal range of temperatures, the highest temperature of the warmest month, annual precipitation, and precipitation in the coldest month. These findings could help limit the population of the striped field mouse and predict distribution of the species under global climate change.
引用
收藏
页数:30
相关论文
共 25 条
  • [21] Species distribution models and a 60-year-old transplant experiment reveal inhibited forest plant range shifts under climate change
    Sanczuk, Pieter
    De Lombaerde, Emiel
    Haesen, Stef
    Van Meerbeek, Koenraad
    van der Veken, Bas
    Hermy, Martin
    Verheyen, Kris
    Vangansbeke, Pieter
    De Frenne, Pieter
    JOURNAL OF BIOGEOGRAPHY, 2022, 49 (03) : 537 - 550
  • [22] Estimating global geographical distribution and ecological niche dynamics of Ammannia coccinea under climate change based on Biomod2
    Zhang, Yanjing
    Hu, Jie
    Wang, Chenbin
    Wang, Yaqiong
    Ji, Mulan
    Ma, Fangzhou
    Lu, Yiqing
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [23] The Global Potential Distribution of Invasive Plants: Anredera cordifolia under Climate Change and Human Activity Based on Random Forest Models
    Zhang, Xuhui
    Wei, Haiyan
    Zhao, Zefang
    Liu, Jing
    Zhang, Quanzhong
    Zhang, Xiaoyan
    Gu, Wei
    SUSTAINABILITY, 2020, 12 (04)
  • [24] Microclimate-based species distribution models in complex forested terrain indicate widespread cryptic refugia under climate change
    Stark, Jordan R.
    Fridley, Jason D.
    GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2022, 31 (03): : 562 - 575
  • [25] Estimating global geographical distribution and ecological niche dynamics of Ammannia coccinea under climate change based on Biomod2 (vol 14, 30579, 2024)
    Zhang, Yanjing
    Hu, Jie
    Wang, Chenbin
    Wan, Yaqiong
    Ji, Mulan
    Ma, Fangzhou
    Lu, Yiqing
    SCIENTIFIC REPORTS, 2025, 15 (01):