蒙古扁桃潜在地理分布对气候变化的响应

贺晓慧, 高健, 朱丽, 郝瑞敏, 黄磊, 朱晋, 程莉, 周洁

PDF(5314 KB)
PDF(5314 KB)
植物研究 ›› 2024, Vol. 44 ›› Issue (2) : 180-191. DOI: 10.7525/j.issn.1673-5102.2024.02.003
系统与进化

蒙古扁桃潜在地理分布对气候变化的响应

  • 贺晓慧1,2, 高健1(), 朱丽1, 郝瑞敏1, 黄磊1, 朱晋1, 程莉1, 周洁1
作者信息 +

Response of Potential Geographic Distribution of Amygdalus mongolica to Climate Change

  • Xiaohui HE1,2, Jian GAO1(), Li ZHU1, Ruimin HAO1, Lei HUANG1, jin ZHU1, Li CHENG1, Jie ZHOU1
Author information +
History +

摘要

为了解蒙古高原第三纪孑遗珍稀濒危物种蒙古扁桃(Amygdalus mongolica)潜在分布特征及其对未来气候变化的响应,利用121个蒙古扁桃种群分布点数据,选取气候和土壤变量,通过在R软件Biomod2建模平台构建物种综合适宜生境模型(CHS),模拟当前气候条件和预测未来两个时期(2050S和2090S)共3种不同气候情景下(SSP1-2.6、SSP3-7.0和SSP5-8.5)蒙古扁桃的潜在分布、时空演变特征及适宜生境迁移。结果显示:气候适宜性模型(EM)的TSS>0.75,分布限制模型(Li )的受试者工作特征曲线(ROC)>0.90,表明选择综合适宜生境模型能精确地模拟不同气候情景蒙古扁桃潜在地理分布特征。当前气候条件下蒙古扁桃的适宜生境面积为64.00万km2,占全国总面积的6.67%,主要分布于蒙甘宁等地,少量分布于青海、新疆、陕西、山西、河北等地。未来(2050S、2090S)SSP1-2.6、SSP3-7.0、SSP5-8.5三种气候情景下,蒙古扁桃的适宜生境面积均呈现出减少趋势,且2090S不同气候情景下适宜生境面积均小于2050S。蒙古扁桃适宜生境质心整体上有逐步向西和向高纬度地区迁移的趋势。

Abstract

To understand the distribution characteristics of Amygdalus mongolica, a rare and endangered Tertiary in the Mongolian Plateau, and its response to future climatic change, climate and soil variables with 121 population distribution points of A. mongolica were selected, and the comprehensive habitat suitability model(CHS) in the R software Biomod2 modeling platform was constructed, which was used to simulate and predict suitable habitat under the current climatic condition and three different future climate scenarios(SSP1-2.6、SSP3-7.0 and SSP5-8.5) in the future(2050S and 2090S), and the spatial and temporal evolution characteristics was analyzed, and the migration pattern of suitable habitat was explored. The results showed that the TSS of the climate suitability model (ensemble model) was >0.75, the ROC of the distribution limitation model was >0.90, which indicated that the comprehensive habitat suitability model selected in this study might accurately simulate the potential geographical distribution characteristics of A. mongolica under different climate scenarios. The suitable habitat area of A. mongolica at present was 64.00×104 km2, mainly distributed in Inner Mongolia, Gansu and Ningxia, a small number distribution in Qinghai, Xinjiang, Shaanxi, Shanxi, Hebei and other places. The suitable habitat area of A. mongolica showed a decreasing trend under three climate change scenarios(SSP1-2.6, SSP3-7.0, SSP5-8.5) in the future, and the suitable habitat area under different climate scenarios in 2090S was smaller than that in 2050S. Its suitable distribution area extended to the west and higher latitudes as a whole.

关键词

蒙古扁桃 / 气候变化 / 综合适宜生境模型 / 适宜生境

Key words

Amygdalus mongolica / climate change / comprehensive habitat suitability model / suitable habitat

中图分类号

S601.9

引用本文

导出引用
贺晓慧, 高健, 朱丽, 郝瑞敏, 黄磊, 朱晋, 程莉, 周洁. 蒙古扁桃潜在地理分布对气候变化的响应. 植物研究. 2024, 44(2): 180-191 https://doi.org/10.7525/j.issn.1673-5102.2024.02.003
Xiaohui HE, Jian GAO, Li ZHU, Ruimin HAO, Lei HUANG, jin ZHU, Li CHENG, Jie ZHOU. Response of Potential Geographic Distribution of Amygdalus mongolica to Climate Change[J]. Bulletin of Botanical Research. 2024, 44(2): 180-191 https://doi.org/10.7525/j.issn.1673-5102.2024.02.003

参考文献

1 DAWSON T P, JACKSON S T, HOUSE J I,et al.Beyond predictions:biodiversity conservation in a changing climate[J].Science2011332(6025):53-58.
2 秦大河, STOCKER T.IPCC第五次评估报告第一工作组报告的亮点结论[J].气候变化研究进展201410(1):1-6.
2 QIN D H, STOCKER T.Highlights of the IPCC Working Group Ⅰ Fifth assessment report[J].Climate Change Research201410(1):1-6.
3 PARMESAN C, YOHE G.A globally coherent fingerprint of climate change impacts across natural systems[J].Nature2003421(6918):37-42.
4 PEREIRA H M, LEADLEY P W, PROEN?A V,et al.Scenarios for global biodiversity in the 21st century[J].Science2010330(6010):1496-1501.
5 郭彦龙.气候变化对丝绸之路沿线荒漠植物地理分布以及物种多样性的影响[D].兰州:中国科学院大学,2018.
5 GUO Y L.Prediction of the influence of climate change on potential geographic distribution and species diversity of desert species along the Silk Road[D].Lanzhou:University of Chinese Academy of Sciences,2018.
6 FEELEY K J, BRAVO-AVILA C, FADRIQUE B,et al.Climate-driven changes in the composition of New World plant communities[J].Nature Climate Change202010(10):965-970.
7 ZHAO Z F, GUO Y L, ZHU F X,et al.Prediction of the impact of climate change on fast-growing timber trees in China[J].Forest Ecology and Management2021501(2):119653.
8 LENOIR J, BERTRAND R, COMTE L,et al.Species better track climate warming in the oceans than on land[J].Nature Ecology & Evolution20204:1044-1059.
9 FANG Y Q, ZHANG X H, WEI H Y,et al.Predicting the invasive trend of exotic plants in China based on the ensemble model under climate change:A case for three invasive plants of Asteraceae[J].Science of The Total Environment2021756:143841.
10 郭彦龙,赵泽芳,乔慧捷,等.物种分布模型面临的挑战与发展趋势[J].地球科学进展202035(12):1292-1305.
10 GUO Y L, ZHAO Z F, QIAO H J,et al.Challenges and development trend of species distribution model[J].Advances in Earth Science202035(12):1292-1305.
11 高健,赵辉.基于MaxEnt模型评估槭属鸡爪槭组物种的空间分布[J].西北林学院学报202136(1):163-167.
11 GAO J, ZHAO H.Prediction of potentially suitable distribution of section PalmataAcer) in East Asia Based on MaxEnt[J].Journal of Northwest Forestry University202136(1):163-167.
12 TESSAROLO G, LOBO J M, RANGEL T F,et al.High uncertainty in the effects of data characteristics on the performance of species distribution models[J].Ecological Indicators2021121:107147.
13 GUISAN A, THUILLER W, ZIMMERMANN N E.Habitat suitability and distribution models:with applications in R[M].Cambridge:Cambridge University Press,2017.
14 赵一之.蒙古扁桃的植物区系地理分布研究[J].内蒙古大学学报(自然科学版)199526(6):713-715.
14 ZHAO Y Z.Study on floristic geographical distribution of Amygdalus mongolica [J].Journal of Inner Mongolia University(Natural Science Edition)199526(6):713-715.
15 张杰,王佳,李浩宇,等.濒危植物蒙古扁桃不同地理种群遗传多样性的ISSR分析[J].生态学报201232(14):4443-4452.
15 ZHANG J, WANG J, LI H Y,et al.Genetic diversity of different eco-geographical populations in endangered plant Prunus mongolica by ISSR Markers[J].Acta Ecologica Sinica201232(14):4443-4452.
16 周亮,杨君珑,杨虎,等.宁夏蒙古扁桃群落特征与分类[J].植物生态学报202246(2):243-248.
16 ZHOU L, YANG J L, YANG H,et al.Community characteristics and classification of Amygdalus mongolian in Ningxia,China[J].Chinese Journal of Plant Ecology202246(2):243-248.
17 李倩,百万富,周红兵,等.蒙古扁桃油对肺纤维化大鼠的保护作用研究[J].中药药理与临床202137(4):90-96.
17 LI Q, BAI W F, ZHOU H B,et al.Protective effect of Amygdalus mongolica oil against pulmonary fibrosis in rats[J].Pharmacology and Clinics of Chinese Materia Medica202137(4):90-96.
18 马松梅,聂迎彬,耿庆龙,等.气候变化对蒙古扁桃适宜分布范围和空间格局的影响[J].植物生态学报201438(3):262-269.
18 MA S M, NIE Y B, GENG Q L,et al.Impact of climate change on suitable distribution range and spatial pattern in Amygdalus mongolica [J].Chinese Journal of Plant Ecology201438(3):262-269.
19 马松梅,聂迎彬,段霞,等.蒙古扁桃植物的潜在地理分布及居群保护优先性[J].生态学报201535(9):2960-2966.
19 MA S M, NIE Y B, DUAN X,et al.The potential distribution and population protection priority of Amygdalus mongolica [J].Acta Ecologica Sinica201535(9):2960-2966.
20 段义忠,王佳豪,王驰,等.未来气候变化下西北干旱区4种扁桃亚属植物潜在适生区分析[J].生态学杂志202039(7):2193-2204.
20 DUAN Y Z, WANG J H, WANG C,et al.Analysis on the potential suitable areas of four species of the subgen.Amygdalus in arid Northwest China under future climate change[J].Chinese Journal of Ecology202039(7):2193-2204.
21 FICK S E, HIJMANS R J.Worldclim 2:new 1-km spatial resolution climate surfaces for global land areas[J].International Journal of Climatology201737(12):4302-4315.
22 BATTINI N, FARíAS N, GIACHETTI C B,et al.Staying ahead of invaders:using species distribution modeling to predict alien species’ potential niche shifts[J].Marine Ecology Progress Series2019612:127-140.
23 张欣雨,朱泽群,袁雅欣,等.基于组合物种分布模型的黄河源区鹅绒委陵菜适宜生境及其对气候变化的响应[J].草业科学202239(2):254-267.
23 ZHANG X Y, ZHU Z Q, YUAN Y X,et al.Assessment of suitable Potentilla anserina habitat and its response to climate change in the source region of the Yellow River based on ensemble species distribution modeling[J].Pratacultural Science202239(2):254-267.
24 FERNáNDEZ M, HAMILTON H, ALVAREZ O,et al.Does adding multi-scale climatic variability improve our capacity to explain niche transferability in invasive species?[J].Ecological Modelling2012246:60-67.
25 LI B G, PAN R L, OXNARD C E.Extinction of Snub-Nosed monkeys in china during the past 400 years[J].International Journal of Primatology200223:1227-1244.
26 HOF A R, JANSSON R, NILSSON C.The usefulness of elevation as a predictor variable in species distribution modelling[J].Ecological Modelling2012246:86-90.
27 邱晓萍,张懿,张咏梅.全球气候变化对丹参潜在适宜区分布影响[J].中国中医药信息杂志202229(9):1-10.
27 QIU X P, ZHANG Y, ZHANG Y M.Effects of global climate change on the potential suitable habitats of Salvia miltiorrhiza Bunge[J].Chinese Journal of Information on Traditional Chinese Medicine202229(9):1-10.
28 张爱平,王毅,熊勤犁,等.末次间冰期以来3种云杉属植物的历史分布变迁及避难所[J].应用生态学报201829(7):2411-2421.
28 ZHANG A P, WANG Y, XIONG Q L,et al.Distribution changes and refugia of three spruce taxa since the last interglacial[J].Chinese Journal of Applied Ecology201829(7):2411-2421.
29 段义忠,王海涛,王驰,等.气候变化下濒危植物半日花在中国的潜在分布[J].植物资源与环境学报202029(2):55-68.
29 DUAN Y Z, WANG H T, WANG C,et al.Potential distribution of endangered plant Helianthemum songaricum in China under climate change[J].Journal of Plant Resources and Environment202029(2):55-68.
30 LOBO J M, JIMéNEZ-VALVERDE A, REAL R.AUC:a misleading measure of the performance of predictive distribution models[J].Global Ecology and Biogeography200817(2):145-151.
31 QIU Y X, FU C X, COMES H P.Plant molecular phylogeography in China and adjacent regions:Tracing the genetic imprints of Quaternary climate and environmental change in the world’s most diverse temperate flora[J].Molecular Phylogenetics and Evolution201159(1):225-244.
32 ALSOS I G, EHRICH D, THUILLER W,et al.Genetic consequences of climate change for northern plants[J].Proceedings of the Royal Society B:Biological Sciences2012279(1735):2042-2051.
33 CARROLL C, LAWLER J J, ROBERTS D R,et al.Biotic and climatic velocity identify contrasting areas of vulnerability to climate change[J].PLoS One201510(10):e0142024.
34 鲁客,贺一鸣,毛伟,等.未来气候变化下黑沙蒿在中国的潜在地理分布及变迁[J].应用生态学报202031(11):3758-3766.
34 LU K, HE Y M, MAO W,et al.Potential geographical distribution and changes of Artemisia ordosica in China under future climate change[J].Chinese Journal of Applied Ecology202031(11):3758-3766.
35 段义忠,鱼慧,王海涛,等.孑遗濒危植物四合木(Tetraena mongolica)的地理分布与潜在适生区预测[J].植物科学学报201937(3):337-347.
35 DUAN Y Z, YU H, WANG H T,et al.Geographical distribution and prediction of potentially suitable regions of endangered relict plant Tetraena mongolica [J].Plant Science Journal201937(3):337-347.
36 秦媛媛,鲁客,杜忠毓,等.气候变化情景下孑遗植物绵刺在中国的潜在地理分布[J].生态学报202242(11):4473-4484.
36 QIN Y Y, LU K, DU Z Y,et al.Potential changes in the geographical distribution of the relict plant Potaninia mongolica Maxim. in China under climate change scenarios[J].Acta Ecologica Sinica202242(11):4473-4484.
37 陈亚宁,李玉朋,李稚,等.全球气候变化对干旱区影响分析[J].地球科学进展202237(2):111-119.
37 CHEN Y N, LI Y P, LI Z,et al.Analysis of the impact of global climate change on dryland areas[J].Advances in Earth Science202237(2):111-119.
38 LOARIE S R, DUFFY P B, HAMILTON H,et al.The velocity of climate change[J].Nature2009462:1052-1055.
39 段义忠,朱国旭,杜忠毓,等.西北干旱区白刺属植物适生环境的模拟分析[J].干旱区资源与环境202135(2):124-129.
39 DUAN Y Z, ZHU G X, DU Z Y,et al.Simulation and analysis of the suitable environment for Nitraria L. in the arid area of northwest China[J].Journal of Arid Land Resources and Environment202135(2):124-129.
40 张华,赵浩翔,徐存刚.气候变化背景下孑遗植物桫椤在中国的潜在地理分布[J].生态学杂志202140(4):968-979.
40 ZHANG H, ZHAO H X, XU C G.The potential geographical distribution of Alsophila spinulosain under climate change in China[J].Chinese Journal of Ecology202140(4):968-979.
41 LIOUBIMTSEVA E, HENEBRY G M.Climate and environmental change in arid Central Asia:impacts,vulnerability,and adaptations[J].Journal of Arid Environments200973(11):963-977.
42 ZHANG L, SUN F F, MA S M,et al.Phylogeography of Amygdalus mongolica in relation to Quaternary climatic aridification and oscillations in northwestern China[J].PeerJ202210:e13345.
43 严子柱,李爱德,李得禄,等.珍稀濒危保护植物蒙古扁桃的生长特性研究[J].西北植物学报200727(3):625-628.
43 YAN Z Z, LI A D, LI D L,et al.Growth characteristics of endangered Amygdalus mongolica [J].Acta Botanica Boreali-Occidentalia Sinica200727(3):625-628.

基金

国家自然科学基金项目(41901063);内蒙古自然科学基金项目(2023QN04014);包头师范学院黄河流域生态保护和高质量发展研究院科研项目(BSYHY202208);包头市科技计划项目(2019C3003-2-1-8)

评论

PDF(5314 KB)

Accesses

Citation

Detail

段落导航
相关文章

/