Biodiv Sci ›› 2024, Vol. 32 ›› Issue (12): 24285. DOI: 10.17520/biods.2024285 cstr: 32101.14.biods.2024285
• Original Papers • Previous Articles Next Articles
Guoshan Shi1(), Feng Liu2, Guanghong Cao3, Dian Chen3, Shangwen Xia1(
), Yun Deng1,4(
), Bin Wang5(
), Xiaodong Yang1(
), Luxiang Lin1,4,*(
)(
)
Received:
2024-07-01
Accepted:
2024-10-15
Online:
2024-12-20
Published:
2024-12-20
Contact:
E-mail: Supported by:
Guoshan Shi, Feng Liu, Guanghong Cao, Dian Chen, Shangwen Xia, Yun Deng, Bin Wang, Xiaodong Yang, Luxiang Lin. Beta diversity of woody plants in a tropical seasonal rainforest at Xishuangbanna: Roles of space, environment, and forest stand structure[J]. Biodiv Sci, 2024, 32(12): 24285.
Fig. 1 Diagrammatic (A) and topographic map (B) of the 20 ha tropical seasonal rainforest dynamics plot in Nabanhe, Yunnan. In figure A, 000_000, 400_000, 000_500 and 400_500 represent the coordinates of the four vertices of the sample, and in figure B, the curves represent the contour lines, and X and Y represent the projection distance of the sample, respectively.
Fig. 2 Triangular plots of beta diversity and its two components at different sampling scales. Each small black dot represents a pair of sites. Their positions were determined by a triplet of values from the species composition similarity (1-Btotal), species turnover component (Repl), species richness difference component (AbDiff). Each triplet sums to 1. The large red dot in each graph is the centroid of all the black points. The larger black dots represent the mean values of the 1-Btotal, Repl, and AbDiff components. A, B, and C represent 20 m × 20 m, 50 m × 50 m, and 100 m × 100 m sampling scales, respectively.
Fig. 4 The explanation values of environmental distance and spatial distance on the beta diversity, species turnover component, and species richness difference component at different sampling scales (values < 0 are not shown)
Fig. 5 The explanation of environmental distance, spatial distance and forest stand structure distance on the species beta diversity, species turnover component and species richness difference component at different sampling scales (values < 0 not shown). A‒C, D‒F, and G‒I represent the variation partitioning of beta diversity, species turnover component, and species richness difference component at different sampling scales, respectively.
[1] | Aber JD, Pastor J, Melillo JM (1982) Changes in forest canopy structure along a site quality gradient in southern Wisconsin. American Midland Naturalist, 108, 256-265. |
[2] | Administration Bureau of Naban River Watershed National Nature Reserve, Bureau of Environmental Protection of Yunnan (2006) Naban River Watershed National Nature Reserve of Xishuangbanna. Yunnan Science and Technology Press, Kunming. (in Chinese) |
[西双版纳纳板河流域国家级自然保护区管理所, 云南省环境保护局 (2006) 西双版纳纳板河流域国家级自然保护区. 云南科技出版社, 昆明.] | |
[3] | Ali A, Lin SL, He JK, Kong FM, Yu JH, Jiang HS (2019) Climate and soils determine aboveground biomass indirectly via species diversity and stand structural complexity in tropical forests. Forest Ecology and Management, 432, 823-831. |
[4] | Ali A, Yan ER, Chen HYH, Chang SX, Zhao YT, Yang XD, Xu MS (2016) Stand structural diversity rather than species diversity enhances aboveground carbon storage in secondary subtropical forests in Eastern China. Biogeosciences, 13, 4627-4635. |
[5] | Almeida DRA, Broadbent EN, Zambrano AMA, Wilkinson BE, Ferreira ME, Chazdon R, Meli P, Gorgens EB, Silva CA, Stark SC, Valbuena R, Papa DA, Brancalion PHS (2019) Monitoring the structure of forest restoration plantations with a drone-lidar system. International Journal of Applied Earth Observation and Geoinformation, 79, 192-198. |
[6] |
Anderson MJ, Crist TO, Chase JM, Vellend M, Inouye BD, Freestone AL, Sanders NJ, Cornell HV, Comita LS, Davies KF, Harrison SP, Kraft NJB, Stegen JC, Swenson NG (2011) Navigating the multiple meanings of β diversity: A roadmap for the practicing ecologist. Ecology Letters, 14, 19-28.
DOI PMID |
[7] | Aponte C, Kasel S, Nitschke CR, Tanase MA, Vickers H, Parker L, Fedrigo M, Kohout M, Ruiz-Benito P, Zavala MA, Bennett LT (2020) Structural diversity underpins carbon storage in Australian temperate forests. Global Ecology and Biogeography, 29, 789-802. |
[8] | Ashton P (2015) On the Forests of Tropical Asia: Lest the Memory Fade. Royal Botanic Gardens, Kew, London. |
[9] | Atkins JW, Fahey RT, Hardiman BS, Gough CM (2018) Forest canopy structural complexity and light absorption relationships at the subcontinental scale. Journal of Geophysical Research: Biogeosciences, 123, 1387-1405. |
[10] | Bin Y, Wang ZG, Wang ZM, Ye WH, Cao HL, Lian JY (2010) The effects of dispersal limitation and topographic heterogeneity on beta diversity and phylobetadiversity in a subtropical forest. Plant Ecology, 209, 237-256. |
[11] | Bohn FJ, Huth A (2017) The importance of forest structure to biodiversity-productivity relationships. Royal Society Open Science, 4, 160521. |
[12] | Brenning A, Bangs D, Becker M, Schratz P, Polakowski F (2018) SAGA Geoprocessing and Terrain Analysis. https://github.com/r-spatial/RSAGA. (accessed on 2021-11-28) |
[13] | Carvalho JC, Cardoso P, Gomes P (2012) Determining the relative roles of species replacement and species richness differences in generating beta-diversity patterns. Global Ecology and Biogeography, 21, 760-771. |
[14] |
Catano CP, Dickson TL, Myers JA (2017) Dispersal and neutral sampling mediate contingent effects of disturbance on plant beta-diversity: A meta-analysis. Ecology Letters, 20, 347-356.
DOI PMID |
[15] |
Chang LW, Zeleny D, Li CF, Chiu ST, Hsieh CF (2013) Better environmental data may reverse conclusions about niche- and dispersal-based processes in community assembly. Ecology, 94, 2145-2151.
PMID |
[16] |
Chen SB, Ouyang ZY, Xu WH, Xiao Y (2010) A review of beta diversity studies. Biodiversity Science, 18, 323-335. (in Chinese with English abstract)
DOI |
[陈圣宾, 欧阳志云, 徐卫华, 肖燚 (2010) Beta多样性研究进展. 生物多样性, 18, 323-335.]
DOI |
|
[17] | Chen SB, Ouyang ZY, Zheng H, Xiao Y, Xu WH (2011) Latitudinal gradient in beta diversity of forest communities in America. Acta Ecologica Sinica, 31, 1334-1340. (in Chinese with English abstract) |
[陈圣宾, 欧阳志云, 郑华, 肖燚, 徐卫华 (2011) 美洲森林群落beta多样性的纬度梯度性. 生态学报, 31, 1334-1340.] | |
[18] | Cheng XQ, Han HR, Kang FF, Song YL, Liu K (2014) Point pattern analysis of different life stages of Quercus liaotungensis in Lingkong Mountain, Shanxi Province, China. Journal of Plant Interactions, 9, 233-240. |
[19] |
Chu CJ, Lutz JA, Král K, Vrška T, Yin X, Myers JA, Abiem I, Alonso A, Bourg N, Burslem DFRP, Cao M, Chapman H, Condit R, Fang SQ, Fischer GA, Gao LM, Hao ZQ, Hau BCH, He Q, Hector A, Hubbell SP, Jiang MX, Jin GZ, Kenfack D, Lai JS, Li BH, Li XK, Li YD, Lian JY, Lin LX, Liu YK, Liu Y, Luo YH, Ma KP, McShea W, Memiaghe H, Mi XC, Ni M, O’Brien MJ, de Oliveira AA, Orwig DA, Parker GG, Qiao XJ, Ren HB, Reynolds G, Sang WG, Shen GC, Su ZY, Sui XH, Sun IF, Tian SY, Wang B, Wang XH, Wang XG, Wang YS, Weiblen GD, Wen SJ, Xi NX, Xiang WS, Xu H, Xu K, Ye WH, Zhang BW, Zhang JX, Zhang XT, Zhang YM, Zhu K, Zimmerman J, Storch D, Baltzer JL, Anderson-Teixeira KJ, Mittelbach GG, He FL (2019) Direct and indirect effects of climate on richness drive the latitudinal diversity gradient in forest trees. Ecology Letters, 22, 245-255.
DOI PMID |
[20] | Condit R (1998) Tropical Forest Census Olots Methods and Results from Barro Colorado Island, Panama and a Comparison with Other Plots. Springer-Verlag, Berlin. |
[21] |
Condit R, Ashton PS, Baker P, Bunyavejchewin S, Gunatilleke S, Gunatilleke N, Hubbell SP, Foster RB, Itoh A, LaFrankie JV, Lee HS, Losos E, Manokaran N, Sukumar R, Yamakura T (2000) Spatial patterns in the distribution of tropical tree species. Science, 288, 1414-1418.
DOI PMID |
[22] |
Condit R, Pitman N, Leigh E, Chave J, Terborgh J, Foster RB, Núñez P, Aguilar S, Valencia R, Villa G, Muller-Landau HC, Losos E, Hubbell SP (2002) Beta-diversity in tropical forest trees. Science, 295, 666-669.
DOI PMID |
[23] | De Cáceres M, Legendre P, Valencia R, Cao M, Chang LW, Chuyong G, Condit R, Hao ZQ, Hsieh CF, Hubbell S, Kenfack D, Ma KP, Mi XC, Supardi Noor MN, Kassim AR, Ren HB, Su SH, Sun IF, Thomas D, Ye WH, He FL (2012) The variation of tree beta diversity across a global network of forest plots. Global Ecology and Biogeography, 21, 1191-1202. |
[24] | Dray S, Blanchet FG, Borcard D, Clappe S, Guénard G, Jombart T, Larocque G, Legendre P, Madi N, Wagner H (2018) adespatial: Multivariate multiscale spatial analysis. https://cran.r-project.org/web/packages/adespatial/. (accessed on 2024-08-27) |
[25] | Dray S, Pélissier R, Couteron P, Fortin MJ, Legendre P, Peres-Neto PR, Bellier E, Bivand R, Blanchet FG, De Cáceres M, Dufour AB, Heegaard E, Jombart T, Munoz F, Oksanen J, Thioulouse J, Wagner HH (2012) Community ecology in the age of multivariate multiscale spatial analysis. Ecological Monographs, 82, 257-275. |
[26] | Duivenvoorden JF, Svenning JC, Wright SJ (2002) Beta diversity in tropical forests. Science, 295, 636-637. |
[27] | Ehbrecht M, Schall P, Ammer C, Seidel D (2017) Quantifying stand structural complexity and its relationship with forest management, tree species diversity and microclimate. Agricultural and Forest Meteorology, 242, 1-9. |
[28] |
Fahey RT, Atkins JW, Gough CM, Hardiman BS, Nave LE, Tallant JM, Nadehoffer KJ, Vogel C, Scheuermann CM, Stuart-Haëntjens E, Haber LT, Fotis AT, Ricart R, Curtis PS (2019) Defining a spectrum of integrative trait-based vegetation canopy structural types. Ecology Letters, 22, 2049-2059.
DOI PMID |
[29] | Fang JY, Yu GR, Liu LL, Hu SJ, Chapin F (2018) Climate change, human impacts, and carbon sequestration in China. Proceedings of the National Academy of Sciences, USA, 115, 4015-4020. |
[30] | Fotis AT, Morin TH, Fahey RT, Hardiman BS, Bohrer G, Curtis PS (2018) Forest structure in space and time: Biotic and abiotic determinants of canopy complexity and their effects on net primary productivity. Agricultural and Forest Meteorology, 250, 181-191. |
[31] | Goslee S, Urban D (2020) Dissimilarity-based Functions for Ecological Analysis. https://CRAN.R-project.org/package= ecodist. (accessed on 2024-04-14) |
[32] | Gray AN, Spies TA, Pabst RJ (2012) Canopy gaps affect long-term patterns of tree growth and mortality in mature and old-growth forests in the Pacific Northwest. Forest Ecology and Management, 281, 111-120. |
[33] | Hall P (2006) The CTFS Large Plot Forest Dynamics Analyses. https://github.com/forestgeo/ctfs/. (accessed on 2021-11-20) |
[34] | Harms KE, Condit R, Hubbell SP, Foster RB (2001) Habitat associations of trees and shrubs in a 50-ha neotropical forest plot. Journal of Ecology, 89, 947-959. |
[35] | Harrison S, Ross SJ, Lawton JH (1992) Beta diversity on geographic gradients in Britain. The Journal of Animal Ecology, 61, 151-158. |
[36] | Heino J, Nokela T, Soininen J, Tolkkinen M, Virtanen L, Virtanen R (2015) Elements of metacommunity structure and community-environment relationships in stream organisms. Freshwater Biology, 60, 973-988. |
[37] | HilleRisLambers J, Adler PB, Harpole WS, Levine JM, Mayfield MM (2012) Rethinking community assembly through the lens of coexistence theory. Annual Review of Ecology, Evolution, and Systematics, 43, 227-248. |
[38] |
Hubbell SP, Foster RB, O’Brien ST, Harms KE, Condit R, Wechsler B, Wright SJ, de Lao SL (1999) Light-gap disturbances, recruitment limitation, and tree diversity in a neotropical forest. Science, 283, 554-557.
DOI PMID |
[39] | Jackson DA (1993) Stopping rules in principal components analysis: A comparison of heuristical and statistical approaches. Ecology, 74, 2204-2214. |
[40] | Jones MM, Tuomisto H, Borcard D, Legendre P, Clark DB, Olivas PC (2008) Explaining variation in tropical plant community composition: Influence of environmental and spatial data quality. Oecologia, 155, 593-604. |
[41] | Kumar P, Chen HYH, Thomas SC, Shahi C (2018) Linking resource availability and heterogeneity to understorey species diversity through succession in boreal forest of Canada. Journal of Ecology, 106, 1266-1276. |
[42] | Legendre P (2014) Interpreting the replacement and richness difference components of beta diversity. Global Ecology and Biogeography, 23, 1324-1334. |
[43] | Legendre P, Borcard D, Peres-Neto PR (2005) Analyzing beta diversity: Partitioning the spatial variation of community composition data. Ecological Monographs, 75, 435-450. |
[44] |
Legendre P, Mi XC, Ren HB, Ma KP, Yu MJ, Sun IF, He FL (2009) Partitioning beta diversity in a subtropical broad- leaved forest of China. Ecology, 90, 663-674.
DOI PMID |
[45] | Lennon JJ, Koleff P, GreenwooD JJD, Gaston KJ (2001) The geographical structure of British bird distributions: Diversity, spatial turnover and scale. Journal of Animal Ecology, 70, 966-979. |
[46] | Levine JM, Murrell DJ (2003) The community-level consequences of seed dispersal patterns. Annual Review of Ecology, Evolution, and Systematics, 34, 549-574. |
[47] | Liang JC, Ding ZF, Li CL, Hu YM, Zhou ZX, Lie GW, Niu XN, Huang WB, Hu HJ, Si XF (2024) Patterns and drivers of avian taxonomic and phylogenetic beta diversity in China vary across geographical backgrounds and dispersal abilities. Zoological Research, 45, 125-135. |
[48] | Lichstein JW (2007) Multiple regression on distance matrices: A multivariate spatial analysis tool. Plant Ecology, 188, 117-131. |
[49] | Liu F, Yang SH (2015) A Comprehensive Scientific Investigation of the Naban River Watershed National Nature Reserve. Yunnan Science and Technology Press, Kunming. (in Chinese) |
[刘峰, 杨树华 (2015) 纳板河流域国家级自然保护区综合考察报告. 云南科技出版社, 昆明.] | |
[50] |
Matsuo T, Martínez-Ramos M, Bongers F, van der Sande MT, Poorter L (2021) Forest structure drives changes in light heterogeneity during tropical secondary forest succession. Journal of Ecology, 109, 2871-2884.
DOI PMID |
[51] | McElhinny C, Gibbons P, Brack C, Bauhus J (2005) Forest and woodland stand structural complexity: Its definition and measurement. Forest Ecology and Management, 218, 1-24. |
[52] | Mouquet N, Loreau M (2003) Community patterns in source- sink metacommunities. The American Naturalist, 162, 544-557. |
[53] | Myers JA, Chase JM, Jiménez I, Jørgensen PM, Araujo- Murakami A, Paniagua-Zambrana N, Seidel R (2013) Beta- diversity in temperate and tropical forests reflects dissimilar mechanisms of community assembly. Ecology Letters, 16, 151-157. |
[54] | Nielsen SE, Munro RHM, Bainbridge EL, Stenhouse GB, Boyce MS (2004) Grizzly bears and forestry: II. Distribution of grizzly bear foods in clearcuts of west-central Alberta, Canada. Forest Ecology and Management, 199, 67-82. |
[55] | 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 (2020) Community Ecology Package. https://github.com/vegandevs/vegan. (accessed on 2024-04-25) |
[56] | Onoda Y, Saluñga JB, Akutsu K, Aiba SI, Yahara T, Anten NPR (2014) Trade-off between light interception efficiency and light use efficiency: Implications for species coexistence in one-sided light competition. Journal of Ecology, 102, 167-175. |
[57] | Page NV, Shanker K (2018) Environment and dispersal influence changes in species composition at different scales in woody plants of the Western Ghats, India. Journal of Vegetation Science, 29, 74-83. |
[58] | Pebesma E, Graeler B (2020) Spatial and Spatio-temporal Geostatistical Modelling, Prediction and Simulation. https://github.com/r-spatial/gstat. (accessed on 2021-11-14) |
[59] | Podani J, Schmera D (2011) A new conceptual and methodological framework for exploring and explaining pattern in presence-absence data. Oikos, 120, 1625-1638. |
[60] | Qian H (2009) Beta diversity in relation to dispersal ability for vascular plants in North America. Global Ecology and Biogeography, 18, 327-332. |
[61] |
Qu MJ, Ababaike NEYL, Zou XG, Zhao H, Zhu WL, Wang JM, Li JW (2022) Influence of geographic distance and environmental factors on beta diversity of plants in the Alxa gobi region in northern China. Biodiversity Science, 30, 22029. (in Chinese with English abstract)
DOI |
[曲梦君, 努尔依拉·阿巴拜克, 邹旭阁, 赵航, 朱威霖, 王健铭, 李景文(2022) 地理距离和环境因子对阿拉善戈壁植物群落β多样性的影响. 生物多样性, 30, 22029.]
DOI |
|
[62] | R Core Team (2021) R: A Language and Environment for Statistical Computing. https://www.R-project.org/. (accessed on 2021-11-09) |
[63] | Schnitzer SA, Carson WP (2001) Treefall gaps and the maintenance of species diversity in a tropical forest. Ecology, 82, 913-919. |
[64] | Shi GS, Liu F, Chen D, Deng Y, Lin LX (2021) Species composition and community classification of the 20-ha tropical seasonal rainforest dynamics monitoring plot in the Naban River, Yunnan. Biodiversity Science, 29, 10-20. (in Chinese with English abstract) |
[施国杉, 刘峰, 陈典, 邓云, 林露湘 (2021) 云南纳板河热带季节雨林20 ha动态监测样地的树种组成与群落分类. 生物多样性, 29, 10-20.] | |
[65] |
Si XF, Zhao YH, Chen CW, Ren P, Zeng D, Wu LB, Ding P (2017) Beta-diversity partitioning: Methods, applications and perspectives. Biodiversity Science, 25, 464-480. (in Chinese with English abstract)
DOI |
[斯幸峰, 赵郁豪, 陈传武, 任鹏, 曾頔, 吴玲兵, 丁平 (2017) Beta多样性分解: 方法、应用与展望. 生物多样性, 25, 464-480.]
DOI |
|
[66] | Soininen J, Heino J, Wang JJ (2018) A meta-analysis of nestedness and turnover components of beta diversity across organisms and ecosystems. Global Ecology and Biogeography, 27, 96-109. |
[67] | Sørensen R, Zinko U, Seibert J (2006) On the calculation of the topographic wetness index: Evaluation of different methods based on field observations. Hydrology and Earth System Sciences, 10, 101-112. |
[68] |
Staniczenko PPA, Kopp JC, Allesina S (2013) The ghost of nestedness in ecological networks. Nature Communications, 4, 1391.
DOI PMID |
[69] | Tarboton DG (1997) A new method for the determination of flow directions and upslope areas in grid digital elevation models. Water Resources Research, 33, 309-319. |
[70] |
Tuomisto H, Ruokolainen K, Yli-Halla M (2003) Dispersal, environment, and floristic variation of western Amazonian forests. Science, 299, 241-244.
DOI PMID |
[71] | Valencia R, Foster RB, Villa G, Condit R, Svenning JC, Hernández C, Romoleroux K, Losos E, Magård E, Balslev H (2004) Tree species distributions and local habitat variation in the Amazon: Large forest plot in eastern Ecuador. Journal of Ecology, 92, 214-229. |
[72] | Wang XG, Wiegand T, Anderson-Teixeira KJ, Bourg NA, Hao ZQ, Howe R, Jin GZ, Orwig DA, Spasojevic MJ, Wang SZ, Wolf A, Myers JA (2018) Ecological drivers of spatial community dissimilarity, species replacement and species nestedness across temperate forests. Global Ecology and Biogeography, 27, 581-592. |
[73] | Wang YP, Bao YX, Yu MJ, Xu GF, Ding P (2010) Biodiversity research: Nestedness for different reasons: The distributions of birds, lizards and small mammals on islands of an inundated lake. Diversity and Distributions, 16, 862-873. |
[74] | Whittaker RH (1960) Vegetation of the Siskiyou Mountains, Oregon and California. Ecological Monographs, 30, 279-338. |
[75] | Whittaker RJ, Willis KJ, Field R (2001) Scale and species richness: Towards a general, hierarchical theory of species diversity. Journal of Biogeography, 28, 453-470. |
[76] | Williams PH (1996) Mapping variations in the strength and breadth of biogeographic transition zones using species turnover. Proceedings of the Royal Society B: Biological Sciences, 263, 579-588. |
[77] |
Yang X, Yao ZL, Wang B, Wen HD, Deng Y, Cao M, Zhang ZM, Tan ZH, Lin LX (2023) Driving effects of forest stand structure of a subtropical evergreen broad-leaved forest on species composition variation: From local to regional scales. Biodiversity Science, 31, 22139. (in Chinese with English abstract)
DOI |
[杨欣, 姚志良, 王彬, 温韩东, 邓云, 曹敏, 张志明, 谭正洪, 林露湘 (2023) 亚热带常绿阔叶林林分结构对物种组成变异的驱动作用: 从局域到区域尺度. 生物多样性, 31, 22139.]
DOI |
|
[78] |
Yao ZL, Wen HD, Deng Y, Cao M, Lin LX (2020) Driving forces underlying the beta diversity of tree species in subtropical mid-mountain moist evergreen broad-leaved forests in Ailao Mountains. Biodiversity Science, 28, 445-454. (in Chinese with English abstract)
DOI |
[姚志良, 温韩东, 邓云, 曹敏, 林露湘 (2020) 哀牢山亚热带中山湿性常绿阔叶林树种beta多样性格局形成的驱动力. 生物多样性, 28, 445-454.]
DOI |
|
[79] | Yao ZL, Yang X, Wang B, Shao XN, Wen HD, Deng Y, Zhang ZM, Cao M, Lin LX (2023) Multidimensional beta-diversity across local and regional scales in a Chinese subtropical forest: The role of forest structure. Ecology and Evolution, 13, e10607. |
[80] | Yi XX, Wang NN, Ren HB, Yu JP, Hu TY, Su YJ, Mi XC, Guo QH, Ma KP (2022) From canopy complementarity to asymmetric competition: The negative relationship between structural diversity and productivity during succession. Journal of Ecology, 110, 457-465. |
[81] | Zhang J, Hu JB, Lian JY, Fan ZJ, Ouyang XJ, Ye WH (2016a) Seeing the forest from drones: Testing the potential of lightweight drones as a tool for long-term forest monitoring. Biological Conservation, 198, 60-69. |
[82] | Zhang J, Nielsen SE, Mao LF, Chen SB, Svenning JC (2016b) Regional and historical factors supplement current climate in shaping global forest canopy height. Journal of Ecology, 104, 469-478. |
[83] | Zhang J, Zhang ZC, Lutz JA, Chu CJ, Hu JB, Shen GC, Li BH, Yang QS, Lian JY, Zhang MH, Wang XH, Ye WH, He FL (2022) Drone-acquired data reveal the importance of forest canopy structure in predicting tree diversity. Forest Ecology and Management, 505, 119945. |
[84] | Zhao XQ, Guo QH, Su YJ, Xue BL (2016) Improved progressive TIN densification filtering algorithm for airborne LiDAR data in forested areas. ISPRS Journal of Photogrammetry and Remote Sensing, 117, 79-91. |
[85] |
Zhou CY, Wang B, Deng Y, Wu JJ, Cao M, Lin LX (2020) Canopy structure is an important factor driving local-scale woody plant functional beta diversity. Biodiversity Science, 28, 1546-1557. (in Chinese with English abstract)
DOI |
[周昌艳, 王彬, 邓云, 乌俊杰, 曹敏, 林露湘 (2020) 林冠结构是局域尺度木本植物功能性状beta多样性形成的重要驱动力. 生物多样性, 28, 1546-1557.]
DOI |
|
[86] | Ziadi N, Tran TS (2007) Mehlich 3 extractable elements. In:Soil Sampling and Methods of Analysis, 2nd edn. (eds Carter MR, Gregorich EG), pp. 81-88. CRC Press, Boca Raton. |
[1] | Jiaqi Li, Yili Guo, Dongxing Li, Bin Wang, Wusheng Xiang, Fuzhao Huang, Fang Lu, Shujun Wen, Jianxing Li, Shuhua Lu, Xiankun Li. Spatial distribution characteristics of soil potassium, calcium, and magnesium and their influencing factors in a northern tropical karst seasonal rainforest in southwestern Guangxi [J]. Biodiv Sci, 2023, 31(2): 22352-. |
[2] | Shengxian Chen, Xiting Zhang, Danqi She, Zhonghua Zhang, Zhiqiang Zhou, Huimei Wang, Wenjie Wang. Effects of plant species diversity, dominant species importance, and soil properties on glomalin-related soil protein [J]. Biodiv Sci, 2022, 30(2): 21115-. |
[3] | Mengjun Qu, Nueryila·Ababaike , Xuge Zou, Hang Zhao, Weilin Zhu, Jianming Wang, Jingwen Li. Influence of geographic distance and environmental factors on beta diversity of plants in the Alxa gobi region in northern China [J]. Biodiv Sci, 2022, 30(11): 22029-. |
[4] | Xiangcheng Mi, Xugao Wang, Guochun Shen, Xubin Liu, Xiaoyang Song, Xiujuan Qiao, Gang Feng, Jie Yang, Zikun Mao, Xuehong Xu, Keping Ma. Chinese Forest Biodiversity Monitoring Network (CForBio): Twenty years of exploring community assembly mechanisms and prospects for future research [J]. Biodiv Sci, 2022, 30(10): 22504-. |
[5] | Zhiliang Yao,Handong Wen,Yun Deng,Min Cao,Luxiang Lin. Driving forces underlying the beta diversity of tree species in subtropical mid-mountain moist evergreen broad-leaved forests in Ailao Mountains [J]. Biodiv Sci, 2020, 28(4): 445-454. |
[6] | Mingjia Li, Kaiyuan Wu, Fanfan Meng, Ji Shen, Yongqin Liu, Nengwen Xiao, Jianjun Wang. Beta diversity of stream bacteria in Hengduan Mountains: The effects of climatic and environmental variables [J]. Biodiv Sci, 2020, 28(12): 1570-1580. |
[7] | Xiangyu Liu, Ciliang Zhao, Mingshan Xu, Qiming Liang, Xiaotong Zhu, Liang Li, Enrong Yan. Beta diversity of vascular plants and its drivers in sea-islands of eastern China [J]. Biodiv Sci, 2019, 27(4): 380-387. |
[8] | Meixiang Gao, Lin Lin, Liang Chang, Xin Sun, Dong Liu, Donghui Wu. Spatial patterns and assembly rules in soil fauna communities: A review [J]. Biodiv Sci, 2018, 26(10): 1034-1050. |
[9] | Yang Meng, Yue Qiu, Liang Zhang, Cuiling Wang, Zhenhua Zang, Xueyao Zhang, Guozhen Shen, Caifeng Yan, Quansheng Chen. Effects of geographical distance and differences in climate and altitude on species dissimilarity of vascular plant communities in the Dulongjiang River Watershed Area [J]. Biodiv Sci, 2017, 25(12): 1313-1320. |
[10] | Mingfei Zhao, Guoyi Wang, Kaixiong Xing, Yuhang Wang, Feng Xue, Muyi Kang, Kai Luo. Patterns and determinants of species similarity decay of forest communities in the western Qinling Mountains [J]. Biodiv Sci, 2017, 25(1): 3-10. |
[11] | Ye Liu,Yue Xu,Songlin Shi,Peihao Peng,Zehao Shen. Quantitative classification and environmental interpretations for the structural differentiation of the plant communities in the dry valley of Jinshajiang River [J]. Biodiv Sci, 2016, 24(4): 407-420. |
[12] | Xinhui Li,Yanhong Liu,Ye Liu,Yue Xu,Yang Yang,Zehao Shen. Impacts of geographical distances and environmental differences on the beta diversity of plant communities in the dry-hot valley of the Yuanjiang River [J]. Biodiv Sci, 2016, 24(4): 399-406. |
[13] | Bei Yao, Jianping Yu, Xiaojuan Liu, Xiangcheng Mi, Keping Ma. Effect of seed traits on spatial aggregation of trees in a subtropical evergreen broad-leaved forest [J]. Biodiv Sci, 2015, 23(2): 157-166. |
[14] | Jiangshan Lai. Canoco 5: a new version of an ecological multivariate data ordination program [J]. Biodiv Sci, 2013, 21(6): 765-768. |
[15] | Yan Zhu, Fan Bai, Haifeng Liu, Wenchao Li, Liang Li, Guangqi Li, Shunzhong Wang, Weiguo Sang. Population distribution patterns and interspecific spatial associations in warm temperate secondary forests, Beijing [J]. Biodiv Sci, 2011, 19(2): 252-259. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
Copyright © 2022 Biodiversity Science
Editorial Office of Biodiversity Science, 20 Nanxincun, Xiangshan, Beijing 100093, China
Tel: 010-62836137, 62836665 E-mail: biodiversity@ibcas.ac.cn