Abstract
This study aims to verify the concept of niches at multiple spatial scales in plant communities. To this end, we analyzed the niche characteristic of Rhododendron dauricum plant communities in Northeast China at three spatial scales. At the local scale, we calculated the Importance Value (IV) of species in five communities in the north of the Da Hinggan Mountains. At the intermediate scale, we examined five communities in their entirety, calculated the niche breadth of the species, and integrated niche overlap and interspecific association to analyze interspecific relationships. Further, the generalized additive model (GAM) was used to analyze the impact of topography and soil factors on niche characteristics. At the regional scale, we analyzed the geographical distribution of dominant species of R. dauricum plant communities in Northeast China and used principal component analysis (PCA) to analyze the impact of geographical and climate factors on species distribution. The results show that at the local scale, the IV of the species in each community varies widely. At the intermediate scale, species with a wide niche breadth tend to have a high value for IV. Larix gmelinii, Betula platyphylla, R. dauricum, Ledum palustre, and Vaccinium vitis-idaea had a relatively wide niche breadth and a high niche overlap, and the interspecific associations were almost all positive. Elevation and soil nutrients were the most dominant environmental factors. At the regional scale, species with a wide niche breadth tend to have a wide range of distribution, and temperature and precipitation were the most dominant environmental factors. This study suggests that the niche characteristics at three scales are both related and different. Niche characteristics at the local scale were various and labile, and niche characteristics at the intermediate and regional scales were relatively regular. These results show some degree of consistency with previous studies from an evolutionary perspective. The action mechanisms of these communities are related to differences in the dominant environmental factors. In addition, the integration of niche overlap and interspecific association determine interspecific relationships more accurately.
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References
Adler P B, Ellner S P, Levine J M, 2010. Coexistence of perennial plants: an embarrassment of niches. Ecology Letters, 13(8): 1019–1029. doi: https://doi.org/10.1111/j.1461-0248.2010.01496.x
Anthwal S, Bhatt A B, Nautiyal B P et al., 2008. Vegetation structure, niche width, niche overlap and types of competition in temperate grazingland of Garhwal Himalaya, India. The Environmentalist, 28(3): 261–273. doi: https://doi.org/10.1007/s10669-007-9137-1
Arroyo-Rodríguez V, Mandujano S, 2006. The importance of tropical rain forest fragments to the conservation of plant species diversity in Los Tuxtlas, Mexico. Biodiversity & Conservation, 15(13): 4159–4179. doi: https://doi.org/10.1007/s10531-005-3374-8
Babbel G R, Selander R K, 1974. Genetic variability in edaphically restricted and widespread plant species. Evolution, 28(4): 619–630. doi: https://doi.org/10.1111/j.1558-5646.1974.tb00794.x
Boulangeat I, Lavergne S, Van Es J et al., 2012. Niche breadth, rarity and ecological characteristics within a regional flora spanning large environmental gradients. Journal of Biogeography, 39(1): 204–214. doi: https://doi.org/10.1111/j.1365-2699.2011.02581.x
Brooker R W, Maestre F T, Callaway R M et al., 2008. Facilitation in plant communities: the past, the present, and the future. Journal of Ecology, 96(1): 18–34. doi: https://doi.org/10.1111/j.1365-2745.2007.01295.x
Bulleri F, Bruno J F, Silliman B R et al., 2016. Facilitation and the niche: implications for coexistence, range shifts and ecosystem functioning. Functional Ecology, 30(1): 70–78. doi: https://doi.org/10.1111/1365-2435.12528
Callaway R M, Brooker R W, Choler P et al., 2002. Positive interactions among alpine plants increase with stress. Nature, 417(6891): 844–848. doi: https://doi.org/10.1038/nature00812
Chai Zongzheng, Wang Dexiang, Zhang Linan et al., 2012. Niche characteristics of main plant populations in natural Pinus tabulaeformis communities in Qinling Mountains, Northwest China. Chinese Journal of Ecology, 31(8): 1917–1923. (in Chinese)
Chen Hongwei, Hu Yuanman, Chang Yu et al., 2011. Simulating impact of larch caterpillar (Dendrolimus superans) on fire regime and forest landscape in Da Hinggan Mountains, Northeast China. Chinese Geographical Science, 21(5): 575. doi: https://doi.org/10.1007/s11769-011-0494-9
Estes L, Elsen P R, Treuer T et al., 2018. The spatial and temporal domains of modern ecology. Nature Ecology Evolution, 2: 819–826. doi:https://doi.org/10.1038/s41559-018-0524-4
Fajardo A, McIntire E J B, 2011. Under strong niche overlap conspecifics do not compete but help each other to survive: facilitation at the intraspecific level. Journal of Ecology, 99(2): 642–650. doi: https://doi.org/10.1111/j.1365-2745.2010.01771.x
Fajardo A, Siefert A, 2019. The interplay among intraspecific leaf trait variation, niche breadth and species abundance along light and soil nutrient gradients. Oikos, 128(6): 881–891. doi: https://doi.org/10.1111/oik.05849
Gainsbury A, Meiri S, 2017. The latitudinal diversity gradient and interspecific competition: no global relationship between lizard dietary niche breadth and species richness. Global Ecology and Biogeography, 26(5): 563–572. doi: https://doi.org/10.1111/geb.12560
Geange S W, Pledger S, Burns K C et al., 2011. A unified analysis of niche overlap incorporating data of different types. Methods in Ecology and Evolution, 2(2): 175–184. doi: https://doi.org/10.1111/j.2041-210X.2010.00070.X
Gotelli N J, McCabe D J, 2002. Species co-occurrence: a meta-analysis of J. M. Diamond’s assembly rules model. Ecology, 83(8): 2091–2096. doi: https://doi.org/10.1890/0012-9658(2002)083[2091:SCOAMA]2.0.CO;2
Gouveia S F, Hortal J, Tejedo M et al., 2014. Climatic niche at physiological and macroecological scales: the thermal tolerance-geographical range interface and niche dimensionality. Global Ecology and Biogeography, 23(4): 446–456. doi: https://doi.org/10.1111/geb.12114
Gómez-Aparicio L, Zamora R, Gómez J M et al., 2004. Applying plant facilitation to forest restoration: a meta-analysis of the use of shrubs as nurse plants. Ecological Applications, 14(4): 1128–1138. doi: https://doi.org/10.1890/03-5084
Han Dayong, Li Haiyan, Yang Yunfei, 2009. β-diversity patterns of plant community in fragmented habitat in a degenerated meadow in Songnen Plain, China. Chinese Geographical Science, 19(4): 375–381. Doi: https://doi.org/10.1007/S11769-009-0375-7
Herrera C M, Pozo M I, Bazaga P, 2012. Jack of all nectars, master of most: DNA methylation and the epigenetic basis of niche width in a flower-living yeast. Molecular Ecology, 21(11): 2602–2616. doi: https://doi.org/10.1111/j.1365-294X.2011.05402.x
Hirst M J, Griffin P C, Sexton J P et al., 2017. Testing the niche-breadth-range-size hypothesis: habitat specialization vs. performance in Australian alpine daisies. Ecology, 98(10): 2708–2724. doi: https://doi.org/10.1002/ecy.1964
Hurlbert S H, 1969. A coefficient of interspecific assciation. Ecology, 50(1): 1–9. doi: https://doi.org/10.2307/1934657
Hurlbert S H, 1978. The measurement of niche overlap and some relatives. Ecology, 59(1): 67–77. doi: https://doi.org/10.2307/1936632
Jiang N, Man L, Zhang W et al., 2016. Chloroplast view of the population genetics and phylogeography of a widely distributed shrub species, Rhododendron dauricum (Ericaceae). Systematic Botany, 41(3): 626–633. doi: https://doi.org/10.1600/036364416X692343
Kambach S, Lenoir J, Decocq G et al., 2019. Of niches and distributions: range size increases with niche breadth both globally and regionally but regional estimates poorly relate to global estimates. Ecography, 42(3): 467–477. doi: https://doi.org/10.1111/ecog.03495
Kotta J, Möller T, Orav-Kotta H et al., 2014. Realized niche width of a brackish water submerged aquatic vegetation under current environmental conditions and projected influences of climate change. Marine Environmental Research, 102: 88–101. doi: https://doi.org/10.1016/j.marenvres.2014.05.002
Kylafis G, Loreau M, 2008. Ecological and evolutionary consequences of niche construction for its agent. Ecology Letters, 11(10): 1072–1081. doi: https://doi.org/10.1111/j.1461-0248.2008.01220.x
Laliberté E, Zemunik G, Turner B L, 2014. Environmental filtering explains variation in plant diversity along resource gradients. Science, 345(6204): 1602–1605. doi: https://doi.org/10.1126/science.1256330
Lamanna C, Blonder B, Violle C et al., 2014. Functional trait space and the latitudinal diversity gradient. Proceedings of the National Academy of Sciences of the United States of America, 111(38): 13745–13750. doi: https://doi.org/10.1073/pnas.1317722111
Lawesson J E, Oksanen J, 2002. Niche characteristics of Danish woody species as derived from coenoclines. Journal of Vegetation Science, 13(2): 279–290. doi: https://doi.org/10.1111/j.1654-1103.2002.tb02048.x
Levin S A, 1992. The problem of pattern and scale in ecology: the Robert H. MacArthur award lecture. Ecology, 73(6): 1943–1967. doi: https://doi.org/10.2307/1941447
Levins R, 1968. Evolution in Changing Environments: Some Theoretical Explorations. Princeton: Princeton University Press.
Li Yuehui, Wu Wen, Xiong Zaiping et al. 2014. Effects of forest roads on habitat pattern for sables in Da Hinggan Mountains, northeasten China. Chinese Geographical Science, 24(5), 587–598. doi:https://doi.org/10.1007/s11769-014-0674-5
Liang L, Li L, Liu Q, 2011a. Precipitation variability in Northeast China from 1961 to 2008. Journal of Hydrology, 404(1–2), 67–76. doi:https://doi.org/10.1016/j.jhydrol.2011.04.020
Liang Yu, He Hong S, Lewis Bernard L, 2011b. Responses of tree species to climate warming at different spatial scales. Chinese Geographical Science, 21(4), 427. doi:https://doi.org/10.1007/s11769-011-0484-y
Marinšek A, Čarni A, Šilc U et al., 2015. What makes a plant species specialist in mixed broad-leaved deciduous forests? Plant Ecology, 216(10): 1469–1479. doi: https://doi.org/10.1007/s11258-015-0527-z
Mason N W H, de Bello F, Doležal J et al., 2011. Niche overlap reveals the effects of competition, disturbance and contrasting assembly processes in experimental grassland communities. Journal of Ecology, 99(3): 788–796. doi: https://doi.org/10.1111/j.1365-2745.2011.01801.x
Mittal A K, Kaler A, Banerjee U C, 2012. Free radical scavenging and antioxidant activity of silver nanoparticles synthesized from flower extract of Rhododendron dauricum. Nano Biomedicine and Engineering, 4(3): 118–124. doi: https://doi.org/10.5101/nbe.v4i3.p118-124
Mori A S, Shiono T, Koide D et al., 2013. Community assembly processes shape an altitudinal gradient of forest biodiversity. Global Ecology and Biogeography, 22(7): 878–888. doi: https://doi.org/10.1111/geb.12058
Morin X, Lechowicz M J, 2013. Niche breadth and range area in North American trees. Ecography, 36(3): 300–312. doi: https://doi.org/10.1111/j.1600-0587.2012.07340.x
Mouillot D, Stubbs W, Faure M et al., 2005. Niche overlap estimates based on quantitative functional traits: a new family of non-parametric indices. Oecologia, 145(3): 345–353. doi: https://doi.org/10.1007/s00442-005-0151-z
Murphy S J, Audino L D, Whitacre J et al., 2015. Species associations structured by environment and land-use history promote beta - diversity in a temperate forest. Ecology, 96(3): 705–715. doi: https://doi.org/10.1890/14-0695.1
Nguyen H H, Uria-Diez J, Wiegand K et al., 2016. Spatial distribution and association patterns in a tropical evergreen broad-leaved forest of north-central Vietnam. Journal of Vegetation Science, 27(2): 318–327. doi: https://doi.org/10.1111/jvs.12361
Niklaus P A, Baruffol M, He J S et al., 2017. Can niche plasticity promote biodiversity-productivity relationships through increased complementarity? Ecology, 98(4): 1104–1116. doi: https://doi.org/10.1002/ecy.1748
Olennikov D N, Tankhaeva L M, 2010. Phenolic compounds from Rhododendron dauricum from the Baikal region. Chemistry of Natural Compounds, 46(3): 471–473. doi: https://doi.org/10.1007/s10600-010-9649-7
Padilla F M, Pugnaire F I, 2006. The role of nurse plants in the restoration of degraded environments. Frontiers in Ecology and the Environment, 4(4): 196–202. doi: https://doi.org/10.1890/1540-9295(2006)004[0196:TRONPI]2.0.CO;2
Pianka E R, 1973. The structure of lizard communities. Annual Review of Ecology and Systematics, 4: 53–74. doi: https://doi.org/10.1146/annurev.es.04.110173.000413
Piedallu C, Gégout J C, Lebourgeois F et al., 2016. Soil aeration, water deficit, nitrogen availability, acidity and temperature all contribute to shaping tree species distribution in temperate forests. Journal of Vegetation Science, 27(2): 387–399. doi: https://doi.org/10.1111/jvs.12370
Pielou E C, 1974. Population and Community Ecology: Principles and Methods. Boca Raton: CRC Press.
Pinheiro T, Ferrari S F, Lopes M A, 2011. Polyspecific associations between squirrel monkeys (Saimiri sciureus) and other primates in eastern Amazonia. American Journal of Primatology, 73(11): 1145–1151. doi: https://doi.org/10.1002/ajp.20981
Ratcliffe N, Crofts S, Brown R et al., 2014. Love thy neighbour or opposites attract? Patterns of spatial segregation and association among crested penguin populations during winter. Journal of Biogeography, 41(6): 1183–1192. doi: https://doi.org/10.1111/jbi.12279
Saeki H, Hara R, Takahashi H et al., 2018. An aromatic farnesyltransferase functions in biosynthesis of the Anti-HIV meroterpenoid daurichromenic acid. Plant Physiology, 178(2): 535–551. doi:https://doi.org/10.1104/pp.18.00655
Schellenberger Costa D, Gerschlauer F, Kiese R et al., 2018. Plant niche breadths along environmental gradients and their relationship to plant functional traits. Diversity and Distributions, 24(12): 1869–1882. doi: https://doi.org/10.1111/ddi.12815
Schluter D, 1984. A variance test for detecting species associations, with some example applications. Ecology, 65(3): 998–1005. doi: https://doi.org/10.2307/1938071
Schmid B, 1984. Niche width and variation within and between populations in colonizing species (Carex flava group). Oecologia, 63(1): 1–5. doi: https://doi.org/10.1007/BF00379777
Sfenthourakis S, Tzanatos E, Giokas S, 2006. Species co-occurrence: the case of congeneric species and a causal approach to patterns of species association. Global Ecology and Biogeography, 15(1): 39–49. doi: https://doi.org/10.1111/j.1466-822X.2005.00192.x
Silvertown J, 2004. Plant coexistence and the niche. Trends in Ecology & Evolution, 19(11): 605–611. doi: https://doi.org/10.1016/j.tree.2004.09.003
Silvertown J, Dodd M, Gowing D et al. 2006a. Phylogeny and the hierarchical organization of plant diversity. Ecology, 87(sp7): S39–S49. doi: https://doi.org/10.1890/0012-9658(2006)87[39:PATHOO]2.0.CO;2
Silvertown J, McConway K, Gowing D et al. 2006b. Absence of phylogenetic signal in the niche structure of meadow plant communities. Proceedings of the Royal Society B: Biological Sciences, 273(1582): 39–44. doi: https://doi.org/10.1098/rspb.2005.3288
Slatyer R A, Hirst M, Sexton J P, 2013. Niche breadth predicts geographical range size: a general ecological pattern. Ecology Letters, 16(8): 1104–1114. doi: https://doi.org/10.1111/ele.12140
Song Chuangye, Huang Chong, Liu Huiming, 2013. Predictive vegetation mapping approach based on spectral data, DEM and generalized additive models. Chinese Geographical Science, 23(3): 331–343. doi: https://doi.org/10.1007/s11769-013-0590-0
Su S J, Liu J F, He Z S et al., 2015. Ecological species groups and interspecific association of dominant tree species in Daiyun Mountain National Nature Reserve. Journal of Mountain Science, 12(3): 637–646. doi: https://doi.org/10.1007/s11629-013-2935-7
Tanentzap A J, Brandt A J, Smissen R D et al., 2015. When do plant radiations influence community assembly? The importance of historical contingency in the race for niche space. New Phytologist, 207(2): 468–479. doi: https://doi.org/10.1111/nph.13362
Tatsumi S, Cadotte M W, Mori A S, 2018. Individual-based models of community assembly: neighbourhood competition drives phylogenetic community structure. Journal of Ecology, 107(2): 735–746. doi:https://doi.org/10.1111/1365-2745.13074
Tanentzap A J, Brandt A J, Smissen R D et al., 2015. When do plant radiations influence community assembly? The importance of historical contingency in the race for niche space. New Phytologist, 207(2): 468–479. doi: https://doi.org/10.1111/nph.13362
Thompson K, Gaston K J, Band S R, 1999. Range size, dispersal and niche breadth in the herbaceous flora of central England. Journal of Ecology, 87(1): 150–155. doi: https://doi.org/10.1046/j.1365-2745.1999.00334.x
Treier U A, Broennimann O, Normand S et al., 2009. Shift in cytotype frequency and niche space in the invasive plant Centaurea maculosa. Ecology, 90(5): 1366–1377. doi: https://doi.org/10.1890/08-0420.1
Wang X G, Wiegand T, Hao Z Q et al., 2010. Species associations in an old-growth temperate forest in north-eastern China. Journal of Ecology, 98(3): 674–686. doi: https://doi.org/10.1111/j.1365-2745.2010.01644.x
Webb C O, Ackerly D D, McPeek M A et al., 2002. Phylogenies and community ecology. Annual Review of Ecology and Systematics, 33: 475–505. doi: https://doi.org/10.1146/annurev.ecolsys.33.010802.150448
Wei Wei, Chen Liding, Yang Lei et al., 2012. Spatial scale effects of water erosion dynamics: complexities, variabilities, and uncertainties. Chinese Geographical Science, 22(2): 127–143. doi: https://doi.org/10.1007/s11769-012-0524-2
Wilson J B, Lee W G, 1994. Niche overlap of congeners: a test using plant altitudinal distribution. Oikos, 69(3): 469–475. doi: https://doi.org/10.2307/3545859
Wright A, Schnitzer S A, Reich P B et al., 2015. Daily environmental conditions determine the competition-facilitation balance for plant water status. Journal of Ecology, 103(3): 648–656. doi: https://doi.org/10.1111/1365-2745.12397
Xu Wenduo, He Xingyuan, Chen Wei et al., 2008. Ecological division of vegetations in Northeast China. Chinese Journal of Ecology, 27(11): 1853–1860. (in Chinese)
Yang Q W, Liu S J, Hu C H et al., 2016. Ecological species groups and interspecific association of vegetation in natural recovery process at Xiejiadian landslide after 2008 Wenchuan earthquak. Journal of Mountain Science, 13(9): 1609–1620. doi: https://doi.org/10.1007/s11629-016-3807-8
Zhang X W, Liu X H, Zhang Q L et al., 2018. Species-specific tree growth and intrinsic water-use efficiency of Dahurian larch (Larix gmelinii) and Mongolian pine (Pinus sylvestris var. mongolica) growing in a boreal permafrost region of the Greater Hinggan Mountains, northeastern China. Agricultural and Forest Meteorology, 248: 145–155. doi: https://doi.org/10.1016/j.agrformet.2017.09.013
Zhang X Z, Wang W C, Fang X Q et al., 2011. Vegetation of Northeast China during the late seventeenth to early twentieth century as revealed by historical documents. Regional Environmental Change, 11(4): 869–882. doi: https://doi.org/10.1007/s10113-011-0224-y
Zhu Yuan, Kang Muyi, 2005. Application of ordination and GLM/GAM in the research of the relationship between plant species and environment. Chinese Journal of Ecology, 24(7): 807–811. (in Chinese)
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We thank Zhao Daqing, Sun Weidong, and Hu Changhe for their assistance in the field survey, Yu Jinghua for data collection, and Tao Dali and Wei Hongxu for revision of this manuscript.
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Foundation item: Under the auspices of National Key Research and Development Program of China (No. 2016YFC0500306)
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Lu, Y., Chen, W., Yao, J. et al. Multiple Spatial Scale Analysis of the Niche Characteristics of the Rhododendron dauricum Plant Communities in Northeast China. Chin. Geogr. Sci. 30, 614–630 (2020). https://doi.org/10.1007/s11769-020-1138-8
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DOI: https://doi.org/10.1007/s11769-020-1138-8