Species abundance distribution models of Toona ciliata communities in Hubei Province, China

Abstract

The study of plant species abundance distribution (SAD) in natural communities is of considerable importance to understand the processes and ecological rules of community assembly. With the distribution of tree, shrub and herb layers of eight natural communities of Toona ciliata as research targets, three different ecological niche models were used: broken stick model, overlapping niche model and niche preemption model, as well as three statistical models: log-series distribution model, log-normal distribution model and Weibull distribution model, to fit SAD of the different vegetation layers based on data collected. Goodness-of-fit was compared with Chi square test, Kolmogorov–Smirnov (K–S) test and Akaike Information Criterion (AIC). The results show: (1) based on the criteria of the lowest AIC value, Chi square value and K–S value with no significant difference (p > 0.05) between theoretic and observed SADs. The suitability and goodness-of-fit of the broken stick model was the best of three ecological niche models. The log-series distribution model did not accept the fitted results of most vegetation layers and had the lowest goodness-of-fit. The Weibull distribution model had the best goodness-of-fit for SADs. Overall, the statistical SADs performed better than the ecological ones. (2) T. ciliata was the dominant species in all the communities; species richness and diversity of herbs were the highest of the vegetation layers, while the diversities of the tree layers were slightly higher than the shrub layers; there were fewer common species and more rare species in the eight communities. The herb layers had the highest community evenness, followed by the shrub and the tree layers. Due to the complexity and habitat diversity of the different T. ciliata communities, comprehensive analyses of a variety of SADs and tests for optimal models together with management, are practical steps to enhance understanding of ecological processes and mechanisms of T. ciliata communities, to detect disturbances, and to facilitate biodiversity and species conservation.

Keywords

Toona ciliata community / Tree-shrub-herb layers / Niche models / Statistical models / Species abundance distribution (SAD) / Model fit

References

[1] Ali A, Lin SL, He JK, Kong FM, Yu JH, Jiang HS. Climate and soils determine aboveground biomass indirectly via species diversity and stand structural complexity in tropical forests. For Ecol Manag, 2019, 432: 823-831.

[2] Alroy J. The shape of terrestrial abundance distributions. Sci Adv, 2015, 1: e1500082.

[3] Bispo PDC, Balzter H, Malhi Y, Slik JWF, dos Santos JR, Rennoâ CD, Espírito-Santo FD, Aragão LEOC, Ximenes AC, Bispo BDC. Drivers of metacommunity structure diverge for common and rare Amazonian tree species. PLoS ONE, 2017 12 11 e0188300

[4] Borda-de-Água L, Borges PAV, Hubbell SP, Pereira HM. Spatial scaling of species abundance distributions. Ecography, 2012, 35: 549-556.

[5] Campos PV, Villa PM, Nunes JA, Schaefer CEGR, Poremsbki S, Neri AV. Plant diversity and community structure of Brazilian Páramos. J Mt Sci, 2018, 15(6): 1186-1198.

[6] Chazdon RL. Landscape restoration, natural regeneration, and the forests of the future. Ann Missouri Bot Garden, 2017, 102(2): 251-257.

[7] Cheng JJ, Mi XC, Ma KP, Zhang JT. Responses of species–abundance distribution to varying sampling scales in a subtropical broad-leaved forest. Biodivers Sci, 2011, 19(2): 168-177.

[8] Fang XF, Yang QS, Liu HM, Ma ZP, Dong S, Cao Y, Yuan MJ, Fei XY, Sun XY, Wang XH. Distribution of species abundance of evergreen and deciduous woody plants in the evergreen broad-leaved forests at Tiantong, Zhejiang. Biodivers Sci, 2016, 24(6): 629-638.

[9] Fattorini S, Rigal F, Cardoso P, Borges PAV. Using species abundance distribution models and diversity indices for biogeographical analyses. Acta Oecol, 2016, 70: 21-28.

[10] Feng Y, Ma KM, Zhang YX, Qi J, Zhang JY. Species abundance distribution of Quercus liaotungensis forest along altitudinal gradient in Dongling Mountain, Beijing. Acta Ecol Sin, 2007, 27(11): 4743-4750.

[11] Fisher RA, Corbet AS, Williams CB. The relation between the number of species and the number of individuals in a random sample of animal population. J Anim Ecol, 1943, 12(1): 42-58.

[12] Gao LX, Bi RC, Yan M. Species abundance distribution patterns of Pinus tabulaeformis forest in Huoshan Mountain of Shanxi Province, China. Chin J Plant Ecol, 2011, 35(12): 1256-1270.

[13] Guariguata MR, Ostertag R. Neotropical secondary forest succession: changes in structural and functional characteristics. For Ecol Manag, 2001, 148: 185-206.

[14] Guo XY, Zhang JT, Gong HL, Zhang GL, Dong Z. Species abundance patterns of artificial vegetation in Antaibao Open Mine. Sci Silvae Sin, 2007, 43(3): 118-121.

[15] Holl KD. Research directions in tropical forest restoration. Ann Missouri Bot Garden, 2017, 102(2): 237-250.

[16] Hubbell SP. Silvertown J, Amtonovics J. The unified neutral theory of biodiversity and biogeography. Princeton monographs in population biology, 2001, Princeton: Princeton University Press p375

[17] Jiang MX, Jin YX, He JS, Chen WL, Shen ZH. The effects of man-made disturbance on woody species of second growth of masson pine forest in Three-gorge region. Resour Environ Yangtze Valley, 1995, 4(4): 356-361.

[18] Kaspari M. Taxonomic level, trophic biology and the regulation of local abundance. Glob Ecol Biogeogr, 2001, 10(3): 229-244.

[19] Kempton RA. Structure of species abundance and measurement of diversity. Biometrics, 1979, 35: 307-322.

[20] Kempton RA, Taylor LR. The Q-statistic and the diversity of floras. Nature, 1974, 275: 252-253.

[21] Kempton RA, Taylor LR. Log-series and log-normal parameters as diversity discriminants for the Lepidoptera. J Anim Ecol, 1974, 43: 381-399.

[22] Kraft NJB, Adler PB, Godoy O, James EC, Fuller S, Levine JM. Community assembly, coexistence and the environmental filtering metaphor. Funct Ecol, 2015, 29: 592-599.

[23] Ma KP (1994) The measurement of biotic community diversity. In: Qian YQ, Ma KP (eds) Principles and methods

[24] Ma KM. Advances on the study on species abundance pattern. Acta Phytoecol Sin, 2003, 27(3): 412-426.

[25] Ma KP, Liu CR, Yu SL, Wang W. Plant community diversity in Dongling Mountain, Beijing, China III. Species-abundance relations of several types of forestry communities. Acta Phytoecol Sin, 1997, 17(6): 573-583.

[26] MacArthur RH. On the relative abundance of bird species. Proc Natl Acad Sci USA, 1957, 43: 293-295.

[27] Magurran AE. Ecological diversity and its measurement, 1988, New Jersey: Princeton University Press 1 79

[28] Magurran AE. Measuring biological diversity, 2004 1 Oxford: Blackwell Science.

[29] Magurran AE, Henderson PA. Explaining the excess of rare species in natural species abundance distribution. Nature, 2003, 422: 714-716.

[30] Matthews TJ, Whittaker RJ. On the species abundance distribution in applied ecology and biodiversity Management. J Appl Ecol, 2015, 52(2): 443-454.

[31] May RM. Coddy ML, Diamona JM. Patterns of species abundance and diversity. Ecology and evolution of communities, 1975, Cambridge: Belknap Press of Harvard University 81 120

[32] McGill BJ. Magurran AE, McGill BJ. Species abundance distributions. Biological diversity: frontiers in measurement and assessment, 2010, New York: Oxford University Press.

[33] McGill BJ, Etienne RS, Gray JS, Alonso D, Anderson MJ, Benecha HK, Dornelas M, Enquist BJ, Green JL, He F, Hurlbert AH, Magurran AE, Marquet PA, Maurer BA, Ostling A, Soykan CU, Ugland KI, White EP. Species abundance distributions: moving beyond single prediction theories to integration within an ecological framework. Ecol Lett, 2007, 10(1): 995-1015.

[34] Meiners SJ, Cadotte MW, Fridley JD, Pickett STA, Walker LR. Is successional research nearing its climax? New approaches for understanding dynamic communities. Funct Ecol, 2015, 29(2): 154-164.

[35] Motonura I. On the statistical treatment of communities. Zool Mag (Tokyo), 1932, 44: 379-383.

[36] Oksanen J, Blanchet FG, Friendly M, Kindt R, Legendre P, McGlinn D, Minchin PR, O’Hara RB, Simpson GL, Solymos P, Stevens MHH, Szoecs E, Wagner H. Vegan: community ecology package: ordination methods, diversity analysis and other functions for community and vegetation ecologists. R Package Version, 2019, 2: 5-6.

[37] Peng SL, Yin ZY, Reng H, Guo QF. Advances in research on the species-abundance relationship models in multi-species collection. Acta Ecol Sin, 2003, 23(8): 1590-1605.

[38] Pielou EC. Ecological diversity, 1975, New York: Wiley 21 23

[39] Poorter L, van der Sande M, Arets AJMM, Ascarrunz N, Enquist B, Finegan B, Licona JC, Martínez-Ramos M, Lucas Mazzei L, Meave JA, Mũnoz R, Nytch CJ, de Oliveira NAA, Perez-García EA, Prado-Junior J, Rodríguez-Velazques J, Ademir Roberto Ruschel AR, Salgado-Negret B, Schiavini I, Swenson NG, Tenorio EA, Thompson J, Toledo M, Uriarte M, der Hout PV, Zimmerman JK, Peña-Claros M. Biodiversity and climate determine the functioning of Neotropical forests. Glob Ecol Biogeogr, 2017, 26(12): 1423-1434.

[40] Preston FW. The commonness, and rarity, of species. Ecology, 1948, 29(3): 254-283.

[41] Qin L. Statistical ecology, 2009, Beijing: China Forestry Press 71 72

[42] Qin L, Wen YG, Luo YH, Tan L. Weibull model of species abundance distribution of Huodendron biaristatum community in Damingshan Nature Reserve. Guihaia, 2009, 29(1): 116-119.

[43] Reng P, Wang X, Guo H. Species abundance distribution pattern of forestry communities on loess plateau. Chin J Ecol, 2009, 28(8): 1449-1455.

[44] Spitale D. A comparative study of common and rare species in spring habitats. Ecoscience, 2012, 19(1): 80-88.

[45] Tabarelli M, Aguiar AV, Girão LC, Peres CA, Lopes AV. Effects of pioneer tree species hyper-abundance on forest fragments in Northeastern Brazil. Conserv Biol, 2010, 24(6): 1654-1663.

[46] Tokeshi M. Species abundance patterns and community structure. Adv Ecol Res, 1993, 24: 112-186.

[47] Ulrich W, Soliveresb S, Thomas AD, Dougilld AJ, Maestre FT. Environmental correlates of species rank-abundance distributions in global drylands. Perspect Plant Ecol Evol Syst, 2016, 20: 56-64.

[48] Villa PM, Cardinelli LDS, Magnago LF, Heringer G, Martins SV, Campos PV, Rodrigues AC, Neri AV, Meira-Neto JAA. Relación especie-área y distribución de la abundancia de especies en una comunidad vegetal de un inselberg tropical: efecto del tamaño de los parches. Rev Biol Trop, 2018, 66(2): 937-951.

[49] Villa PM, Martins SV, Oliveira Neto SN, Rodrigues AC, Martorano L, Delgado L, Cancio NM, Gastauer M. Intensification of shifting cultivation reduces forest resilience in the northern Amazon. For Ecol Manag, 2018, 430: 312-320.

[50] Villa PM, Martins SV, Rodrigues AC, Safar NVH, Bonilla MAC, Ali A. Testing species abundance distribution models in tropical forest successions: implications for fine-scale passive restoration. Ecol Eng, 2019, 135: 28-35.

[51] Wang Y, Leng YZ, Su CJ, Song CW, Cheng DH, Cao YN, Zhang M, Fu CL. Spatial structure and distribution pattern of natural Toona ciliata populations in the Enshi Region. J Zhejiang A&F Univ, 2016, 33(1): 17-25.

[52] Wang Y, Yan KX, Teng JX, Chen WX, Wang LB, Chen S. Analysis on natural population dynamics of endangered species Toona ciliata in northwestern Hubei. J Plant Resour Environ, 2016, 25(3): 96-102.

[53] Whittaker RH. Evolution and measurement of species diversity. Taxon, 1972, 21: 213-251.

[54] Wu CZ, Hong W. Study on Weibull MODEL FOR SPECIES ABUNDANCE DISTRIBUTION Of Tsoongiodendron odorum forest. J Fujian Coll For, 1997, 17(1): 20-24.

[55] Wu CZ, Hong W, Zheng QR. Application of various patterns to the study on species relative abundance of Tsoongiodendron odorum community. J Trop Subtrop Bot, 2001, 9(3): 235-242.

[56] Wu CZ, Hong W, Yan SJ, Yan LR, Wu JL. Study on species abundance distribution model of the rare and endangered plant Tsuga longibracteata community. Chin J Eco-Agric, 2004, 12(4): 167-169.

[57] Xie JY, Chen LZ. The studies of some aspects of biodiversity on scrubs in the warm temperate zone in China. Acta PhytoEcol Sin, 1997, 21(3): 197-207.

[58] Xu GJ, Lin KM, Xu N, Wu PP, Zhu H, Li M. Species connection of main tree species at tree layer of old-growth Chinese fir forest with near natural management. Journal of Forest and Environment, 2018, 38(4): 385-392. in Chinese with English abstract

[59] Yin ZY, Liao WB. Studies on log-normal distribution patterns of species abundance of south subtropical forest community, China. Guihaia, 1999, 19(3): 221-224.

[60] Yu YF. The milestone of China’s wild plants conservation-the issue of national key protected wild plants (Directory One). Plants, 1999, 4: 3-11.

[61] Zermeño-Hernández I, Méndez-Toribio M, Siebe C, Benítez-Malvido J, Martínez-Ramos M. Ecological disturbance regimes caused by agricultural land uses and their effects on tropical forest regeneration. Appl Veg Sci, 2015, 18(3): 443-455.

[62] Zhang JT. Quantitative vegetation ecology, 1995, Beijing: Beijing Science and Technology Press p44 p76

[63] Zhang JT. Species abundance patterns in some broad-leaved deciduous forests in New York, USA. Acta Phytoecol Sin, 1999, 23(6): 481-489.

[64] Zhang S, Lin F, Yuan ZQ, Kuang X, Jia SH, Wang YY, Suo YY, Fang S, Wang XG, Ye J, Hao ZQ. Herb layer species abundance distribution patterns in different seasons in an old-growth temperate forest in Changbai Mountain, China. Biodivers Sci, 2015, 23(5): 641-648.

[65] Zheng DG, Liu LP, Gao WY, Cai JY, Chen WX. Research on α diversity of natural Toona ciliata community of Northwest Hubei. J Hunan Ecol Sci, 2019, 6(1): 21-25.

[66] Zhong X, Zhang M, Yin X, Cai JY, Wang Y. Species abundance distribution of natural Toona ciliata community in Yesanguan of Badong County. For Inven Plann, 2018, 43(3): 63-67.