生物多样性 ›› 2023, Vol. 31 ›› Issue (11): 23251. DOI: 10.17520/biods.2023251
刘文聪1, 田希1, 杨涛1, 饶杰生1, 王晓凤1, 钱恒君1, 涂梦灵1, 单子铭1, 欧晓昆1, 沈泽昊2,1,*()
收稿日期:
2023-07-11
接受日期:
2023-11-19
出版日期:
2023-11-20
发布日期:
2023-12-29
通讯作者:
* E-mail: 基金资助:
Wencong Liu1, Xi Tian1, Tao Yang1, Jiesheng Rao1, Xiaofeng Wang1, Hengjun Qian1, Mengling Tu1, Ziming Shan1, Xiaokun Ou1, Zehao Shen2,1,*()
Received:
2023-07-11
Accepted:
2023-11-19
Online:
2023-11-20
Published:
2023-12-29
Contact:
* E-mail: 摘要:
亚热带半湿润常绿阔叶林是中国西南地区独特的森林类型, 研究群落优势种更新的时空格局和策略对理解其动态特征和驱动机制具有重要意义。基于云南鸡足山半湿润常绿阔叶林动态监测样地第一次群落调查数据, 我们对5个优势树种的幼苗、幼树数量特征进行统计, 比较其种群结构, 用概率密度函数g(r)分析了更新种群与成树种群的多尺度空间格局, 运用普通最小二乘回归模型和多尺度地理加权回归模型评估了优势树种更新密度的影响因素。结果表明: (1)阔叶树种元江栲(Castanopsis orthacantha)、高山栲(C. delavayi)、银木荷(Schima argentea)以及白穗石栎(Lithocarpus craibianus)具有增长型种群的径级结构; 而针叶树种云南松(Pinus yunnanensis)种群具有衰退型种群结构。(2) 5个优势树种的更新种群与成树种群格局在小尺度(0-50 m)上均呈聚集分布, 随着尺度增大聚集强度下降, 转为随机分布或均匀分布。其中4个阔叶树种更新种群和成树种群的分布在小尺度上显著正关联, 而云南松的更新种群与成树种群分布呈显著负关联。(3)对于种群更新密度变化, 多尺度地理加权回归模型对幼苗和幼树的解释量(R2)比普通最小二乘回归模型分别提升了58.7%和26.9%, 显示了空间自相关的影响。模型结果表明, 幼苗密度格局受生境因子的限制较弱, 而受种子扩散等随机过程的影响更大; 相对地, 幼树密度格局受生境因子的限制更强。研究结果为理解这一植物群落类型的动态和构建机制提供了科学证据。
刘文聪, 田希, 杨涛, 饶杰生, 王晓凤, 钱恒君, 涂梦灵, 单子铭, 欧晓昆, 沈泽昊 (2023) 云南鸡足山半湿润常绿阔叶林优势树种的种群结构与更新特征. 生物多样性, 31, 23251. DOI: 10.17520/biods.2023251.
Wencong Liu, Xi Tian, Tao Yang, Jiesheng Rao, Xiaofeng Wang, Hengjun Qian, Mengling Tu, Ziming Shan, Xiaokun Ou, Zehao Shen (2023) Population structure and regeneration characteristics of dominant tree species in a semi-humid evergreen broad-leaved forest in the Jizu Mountains, Yunnan. Biodiversity Science, 31, 23251. DOI: 10.17520/biods.2023251.
阶段 Stage | 龄级 Age class | 径级 DBH class | 胸径 DBH (cm) |
---|---|---|---|
更新 Regeneration | 幼苗 Seedling | 〇 | DBH < 1 |
幼树 Sapling | Ⅰ | 1 ≤ DBH < 7.5 | |
成树 Adult tree | 中龄 Mid-aged | Ⅱ | 7.5 ≤ DBH < 22.5 |
大龄 Old-aged | Ⅲ | 22.5 ≤ DBH < 47.5 | |
老龄 Over-aged | Ⅳ | DBH ≥ 47.5 |
表1 鸡足山半湿润常绿阔叶林动态监测样地群落优势树种龄级和径级划分表
Table 1 Age class and diameter at breast height (DBH) class division of dominant tree species in the communities of the forest dynamics plot in a semi-humid evergreen broad-leaved forest in the Jizhu Mountains
阶段 Stage | 龄级 Age class | 径级 DBH class | 胸径 DBH (cm) |
---|---|---|---|
更新 Regeneration | 幼苗 Seedling | 〇 | DBH < 1 |
幼树 Sapling | Ⅰ | 1 ≤ DBH < 7.5 | |
成树 Adult tree | 中龄 Mid-aged | Ⅱ | 7.5 ≤ DBH < 22.5 |
大龄 Old-aged | Ⅲ | 22.5 ≤ DBH < 47.5 | |
老龄 Over-aged | Ⅳ | DBH ≥ 47.5 |
图1 5个优势树种在鸡足山半湿润常绿阔叶林动态监测样地中和3个群落类型中的径级结构图。C.d.: 高山栲; C.o.: 元江栲; P.y.: 云南松; S.a.: 银木荷; L.c.: 白穗石栎。
Fig. 1 The DBH class structure of the five dominant tree species in three communities and the forest dynamics plot in a semi-humid evergreen broad-leaved forest in the Jizhu Mountains Plot. C.d., Castanopsis delavayi; C.o., C. orthacantha; P.y., Pinus yunnanensis; S.a., Shima argentea; L.c., Lithocarpus craibianus.
图2 5个优势树种更新种群和成树种群的聚集强度及更新种群-成树种群联结度随尺度变化的格局。(a)更新种群(含径级O和I); (b)成树种群(含径级II, III, IV); (c)更新种群和成树种群的空间关联。
Fig. 2 The scaling patterns of aggregation intensity for regeneration and adult populations, and the offspring-adult linkage of five dominant tree species in the forest plot. (a) Regeneration populations (including DBH classes O and I); (b) Adult populations (including DBH class II, III, IV); (c) Spatial associations of regeneration and adult populations.
对象 Objects | 变量 Variable | OLS | MGWR | ||||
---|---|---|---|---|---|---|---|
系数 Estimate | P | 系数范围 Value range | 带宽 Bandwidth | ENPj/∑ENPj | |||
幼苗 Seedlings | 截距 Intercept | (-1.100, 2.500) | 48 | 23.0% | |||
乔木胸高断面积之和 Sum of basal area of trees (TSBA) | 0.320 | * | (-0.044, 1.350) | 46 | 33.0% | ||
乔木种种丰富度 Tree species richness (TSR) | -0.109 | * | (-1.40, 1.890) | 217 | 30.0% | ||
pH | -0.280 | * | (-0.06, -0.400) | 504 | 4.0% | ||
Adj. R2 | 0.136 | 0.723 | |||||
幼树 Saplings | 截距 Intercept | (-0.50, 1.400) | 48 | 34.0% | |||
TSBA | 0.588 | * | (0.240, 2.960) | 60 | 31.0% | ||
地形湿度指数 Topographic wetness index (TWI) | 0.179 | * | (-0.200, 0.270) | 504 | 4.0% | ||
全氮 Total nitrogen (TotN) | 0.037 | * | (-0.08, 0.100) | 89 | 17.0% | ||
粉粒含量 Silt content (Sc) | 0.390 | * | (0.340, 0.410) | 115 | 14.0% | ||
Adj. R2 | 0.507 | 0.776 |
表2 基于普通最小二乘(OLS)回归模型与多尺度地理加权回归(MGWR)模型的更新幼苗和幼树密度格局解释
Table 2 Comparison between ordinary least squares (OLS) regression model and multi-scale geographical weighting regression (MGWR) model interpreting the spatial patterns of tree regeneration density, including seedlings and samplings
对象 Objects | 变量 Variable | OLS | MGWR | ||||
---|---|---|---|---|---|---|---|
系数 Estimate | P | 系数范围 Value range | 带宽 Bandwidth | ENPj/∑ENPj | |||
幼苗 Seedlings | 截距 Intercept | (-1.100, 2.500) | 48 | 23.0% | |||
乔木胸高断面积之和 Sum of basal area of trees (TSBA) | 0.320 | * | (-0.044, 1.350) | 46 | 33.0% | ||
乔木种种丰富度 Tree species richness (TSR) | -0.109 | * | (-1.40, 1.890) | 217 | 30.0% | ||
pH | -0.280 | * | (-0.06, -0.400) | 504 | 4.0% | ||
Adj. R2 | 0.136 | 0.723 | |||||
幼树 Saplings | 截距 Intercept | (-0.50, 1.400) | 48 | 34.0% | |||
TSBA | 0.588 | * | (0.240, 2.960) | 60 | 31.0% | ||
地形湿度指数 Topographic wetness index (TWI) | 0.179 | * | (-0.200, 0.270) | 504 | 4.0% | ||
全氮 Total nitrogen (TotN) | 0.037 | * | (-0.08, 0.100) | 89 | 17.0% | ||
粉粒含量 Silt content (Sc) | 0.390 | * | (0.340, 0.410) | 115 | 14.0% | ||
Adj. R2 | 0.507 | 0.776 |
[1] |
Carrer M, Castagneri D, Popa I, Pividori M, Lingua E (2018) Tree spatial patterns and stand attributes in temperate forests: The importance of plot size, sampling design, and null model. Forest Ecology and Management, 407, 125-134.
DOI URL |
[2] |
Chen Y, Wang T, Li PK, Yao CL, Yuan ZL, Ye YZ (2016) Community characteristics and spatial distribution of dominant tree species in a deciduous broad-leaved forest of Muzhaling, Henan, China. Chinese Journal of Plant Ecology, 40, 1179-1188. (in Chinese with English abstract)
DOI |
[陈云, 王婷, 李培坤, 姚成亮, 袁志良, 叶永忠 (2016) 河南木札岭温带落叶阔叶林群落特征及主要乔木空间分布格局. 植物生态学报, 40, 1179-1188.]
DOI |
|
[3] |
Cheng J, Kao HX, Dong SB (2020) Population genetic structure and gene flow of rare and endangered Tetraena mongolica Maxim. revealed by reduced representation sequencing. BMC Plant Biology, 20, 391.
DOI PMID |
[4] | Correia CMB, Dias ATC, Scarano FR (2010) Plant-plant associations and population structure of four woody plant species in a patchy coastal vegetation of Southeastern Brazil. Brazilian Journal of Botany, 33, 607-613. |
[5] | Da LJ, Yang YC, Song YC (2004) Population structure and regeneration types of dominant species in an evergreen broad-leaved forest in Tiantong National Forest Park Zhejiang province, eastern China. Acta Phytoecologica Sinica, 28, 376-384. (in Chinese with English abstract) |
[达良俊, 杨永川, 宋永昌 (2004) 浙江天童国家森林公园常绿阔叶林主要组成种的种群结构及更新类型. 植物生态学报, 28, 376-384.]
DOI |
|
[6] |
David FN, Moore PG (1954) Notes on contagious distributions in plant populations. Annals of Botany, 18, 47-53.
DOI URL |
[7] |
Fotheringham AS, Yang WB, Kang W (2017) Multiscale geographically weighted regression (MGWR). Annals of the American Association of Geographers, 107, 1247-1265.
DOI URL |
[8] |
Fotheringham AS, Yue H, Li ZQ (2019) Examining the influences of air quality in China’s cities using multi-scale geographically weighted regression. Transactions in GIS, 23, 1444-1464.
DOI URL |
[9] |
Guo YL, Wang B, Xiang WS, Ding T, Lu SH, Huang YS, Huang FZ, Li DX, Li XK (2015) Spatial distribution of tree species in a tropical karst seasonal rainforest in Nonggang, Guangxi, southern China. Biodiversity Science, 23, 183-191. (in Chinese with English abstract)
DOI |
[郭屹立, 王斌, 向悟生, 丁涛, 陆树华, 黄俞淞, 黄甫昭, 李冬兴, 李先琨 (2015) 广西弄岗北热带喀斯特季节性雨林监测样地种群空间点格局分析. 生物多样性, 23, 183-191.]
DOI |
|
[10] |
Ingle NMR (2003) Seed dispersal by wind, birds, and bats between Philippine montane rainforest and successional vegetation. Oecologia, 134, 251-261.
PMID |
[11] | Janzen DH (1975) Ecology of Plants in the Tropics. Edward Arnold Publishers Ltd., London. |
[12] |
Kang HB, Chang MJ, Liu ST, Chao Z, Zhang XP, Wang DX (2020) Rodent-mediated plant community competition: What happens to the seeds after entering the adjacent stands? Forest Ecosystems, 7, 56.
DOI |
[13] | Lara-Romero C, García-Fernández A, Robledo-Arnuncio JJ, Roumet M, Morente-López J, López-Gil A, Iriondo JM (2016) Individual spatial aggregation correlates with between-population variation in fine-scale genetic structure of Silene ciliata (Caryophyllaceae). Heredity, 116, 417-423. |
[14] |
Larios E, Búrquez A, Becerra JX, Lawrence Venable D (2014) Natural selection on seed size through the life cycle of a desert annual plant. Ecology, 95, 3213-3220.
DOI URL |
[15] | Lei Y, He XN, Wang JM, Liu JT, Tan XW, Zhao B, Liu JC (2022) Population structure and dynamic characteristics of Phoebe zhennan S. Lee in karst areas of Chongqing. Acta Ecologica Sinica, 42, 4903-4911. (in Chinese with English abstract) |
[雷颖, 何雪娜, 王佳敏, 刘俊婷, 谭兴旺, 赵彬, 刘锦春 (2022) 重庆喀斯特生境中桢楠种群结构与动态特征. 生态学报, 42, 4903-4911.] | |
[16] | Li L, Chen JH, Ren HB, Mi XC, Yu MJ, Yang B (2010) Spatial patterns of Castanopsis eyrei and Schima superba in mid-subtropical broad-leaved evergreen forest in Gutianshan National Reserve, China. Chinese Journal of Plant Ecology, 34, 241-252. (in Chinese with English abstract) |
[李立, 陈建华, 任海保, 米湘成, 于明坚, 杨波 (2010) 古田山常绿阔叶林优势树种甜槠和木荷的空间格局分析. 植物生态学报, 34, 241-252.]
DOI |
|
[17] |
Lin YC, Chang LW, Yang KC, Wang HH, Sun IF (2011) Point patterns of tree distribution determined by habitat heterogeneity and dispersal limitation. Oecologia, 165, 175-184.
DOI URL |
[18] | Liu BS, Fu DG, Wu XN, Wang HJ, Wang Q, Duan CQ (2013) Spatial patterns of dominant species in secondary evergreen broad-leaved forest in central Yunnan, Southwest China. Chinese Journal of Ecology, 32, 551-557. (in Chinese with English abstract) |
[刘保双, 付登高, 吴晓妮, 王洪娇, 王琪, 段昌群 (2013) 滇中次生常绿阔叶林优势树种的空间格局. 生态学杂志, 32, 551-557.] | |
[19] |
Liu S, Liao JX, Xiao C, Fan XH (2016) Effects of biotic neighbors and habitat heterogeneity on tree seedling survival in a secondary mixed conifer and broad-leaved forest in Changbai Mountain. Chinese Journal of Plant Ecology, 40, 711-722. (in Chinese with English abstract)
DOI |
[刘帅, 廖嘉星, 肖翠, 范秀华 (2016) 长白山次生针阔混交林乔木幼苗存活的影响因素分析. 植物生态学报, 40, 711-722.]
DOI |
|
[20] |
Ma KP (2017) Forest dynamics plot is a crosscutting research platform for biodiversity science. Biodiversity Science, 25, 227-228. (in Chinese)
DOI |
[马克平 (2017) 森林动态大样地是生物多样性科学综合研究平台. 生物多样性, 25, 227-228.]
DOI |
|
[21] |
Martínez I, González Taboada F, Wiegand T, Obeso JR (2013) Spatial patterns of seedling-adult associations in a temperate forest community. Forest Ecology and Management, 296, 74-80.
DOI URL |
[22] |
Masaki T, Ota T, Sugita H, Oohara H, Otani T, Nagaike T, Nakamura S (2004) Structure and dynamics of tree populations within unsuccessful conifer plantations near the Shirakami Mountains, a snowy region of Japan. Forest Ecology and Management, 194, 389-401.
DOI URL |
[23] |
Mencuccini M, Martínez Vilalta J, Vanderklein D, Hamid HA, Korakaki E, Lee S, Michiels B (2005) Size-mediated ageing reduces vigour in trees. Ecology Letters, 8, 1183-1190.
DOI PMID |
[24] |
Metz MR, Sousa WP, Valencia R (2010) Widespread density-dependent seedling mortality promotes species coexistence in a highly diverse Amazonian rain forest. Ecology, 91, 3675-3685.
PMID |
[25] |
Morales-Díaz SP, Alvarez-Añorve MY, Zamora-Espinoza ME, Dirzo R, Oyama K, Avila-Cabadilla LD (2019) Rodent community responses to vegetation and landscape changes in early successional stages of tropical dry forest. Forest Ecology and Management, 433, 633-644.
DOI |
[26] |
Oshan TM, Li ZQ, Kang W, Wolf LJ, Fotheringham AS (2019) mgwr: A python implementation of multiscale geographically weighted regression for investigating process spatial heterogeneity and scale. ISPRS International Journal of Geo-Information, 8, 269.
DOI URL |
[27] |
Parker WC, Pitt DG, Morneault AE (2010) Influence of woody and herbaceous vegetation control on leaf gas exchange, water status, and nutrient relations of eastern white pine (Pinus strobus L.) seedlings planted in a central Ontario clearcut. Forest Ecology and Management, 260, 2012-2022.
DOI URL |
[28] | Peng H, Wu ZY (2001) The floristic characteristics and its significance in conservation of semi-humid evergreen broad-leaved forests in Mt. Wuliangshan. Acta Botanica Yunnanica, 23, 278-286. (in Chinese with English abstract) |
[彭华, 吴征镒 (2001) 无量山半湿润常绿阔叶林的区系特征及保护生物学意义. 云南植物研究, 23, 278-286.] | |
[29] | Peng MC, Dang CL (1999) The study on community diversity of both Castanopsis orthacantha and C. delavayi communities in Jizu Mountain, Yunnan. Journal of Yunnan University (Natural Science Edition), 21, 156-159. (in Chinese with English abstract) |
[彭明春, 党承林 (1999) 云南鸡足山元江栲群落和高山栲群落的群落多样性研究. 云南大学学报(自然科学版), 21, 156-159.] | |
[30] |
Peng YQ, Fan LL, Mao FY, Zhao YS, Xu R, Yin YJ, Chen X, Wan DG, Zhang XH (2018) Genetic diversity and population structure of a protected species: Polygala tenuifolia Willd. Comptes Rendus Biologies, 341, 152-159.
DOI PMID |
[31] | Rao JS, Yang T, Tian X, Liu WC, Wang XF, Qian HJ, Shen ZH (2023) Vertical structural characteristics of a semi-humid evergreen broad-leaved forest and common tree species based on a portable backpack LiDAR. Biodiversity Science, 31, 23216. (in Chinese with English abstract) |
[饶杰生, 杨涛, 田希, 刘文聪, 王晓凤, 钱恒君 (2023) 基于背包LiDAR的半湿润常绿阔叶林及其常见树种的垂直结构特征. 生物多样性, 31, 23216.]
DOI |
|
[32] | Shen ZH, Jin YX, Zhao ZE, Wu JQ, Huang HD (2000) A study on the quantitative classification of forest communities of Dalaoling region at the Three Gorges. Journal of Wuhan Botanical Research, 18, 99-107. (in Chinese with English abstract) |
[沈泽昊, 金义兴, 赵子恩, 吴金清, 黄汉东 (2000) 三峡大老岭地区森林群落的数量分类研究. 武汉植物学研究, 18, 99-107.] | |
[33] | Shi LL, Luo ZR, Xia JT, Zhao WJ, Wu YG, Ding BY (2014) Woody seedling dynamics and the correlation between habitat and regeneration/mortality in a subtropical evergreen broad-leaved forest in China. Acta Ecologica Sinica, 34, 6510-6518. (in Chinese with English abstract) |
[施璐璐, 骆争荣, 夏家天, 赵文娟, 吴友贵, 丁炳扬 (2014) 亚热带中山常绿阔叶林木本植物幼苗数量动态及其与生境的相关性. 生态学报, 34, 6510-6518.] | |
[34] | Song YY, Li YY, Zhang WH (2010) Analysis of spatial pattern and spatial association of Haloxylon ammodendron population in different developmental stages. Acta Ecologica Sinica, 30, 4317-4327. (in Chinese with English abstract) |
[宋于洋, 李园园, 张文辉 (2010) 梭梭种群不同发育阶段的空间格局与关联性分析. 生态学报, 30, 4317-4327.] | |
[35] |
Su W, Chen P, Wu T, Liu Y, Song YT, Liu XJ, Liu JX (2023) Effects of nitrogen addition and extended dry season on non-structural carbohydrates, nutrients and biomass of Dalbergia odorifera seedlings. Chinese Journal of Plant Ecology, 47, 1094-1104. (in Chinese with English abstract)
DOI URL |
[苏炜, 陈平, 吴婷, 刘岳, 宋雨婷, 刘旭军, 刘菊秀(2023) 氮添加与干季延长对降香黄檀幼苗非结构性碳水化合物、养分与生物量的影响. 植物生态学报, 47, 1094-1104.]
DOI |
|
[36] |
Svensson JS, Jeglum JK (2001) Structure and dynamics of an undisturbed old-growth Norway spruce forest on the rising Bothnian coastline. Forest Ecology and Management, 151, 67-79.
DOI URL |
[37] |
Tang CQ, He LY, Su WH, Zhang GF, Wang HC, Peng MC, Wu ZL, Wang CY (2013) Regeneration, recovery and succession of a Pinus yunnanensis community five years after a mega-fire in central Yunnan, China. Forest Ecology and Management, 294, 188-196.
DOI URL |
[38] |
Wiegand T, Moloney KA (2004) Rings, circles, and null- models for point pattern analysis in ecology. Oikos, 104, 209-229.
DOI URL |
[39] |
Wang GH, Fang JY, Guo K, Xie ZQ, Tang ZY, Shen ZH, Wang RQ, Wang XP, Wang DL, Qiang S, Yu D, Peng SL, Da LJ, Liu Q, Liang CZ (2020) Contents and protocols for the classification and description of Vegetation Formations, Alliances and Associations of vegetation of China. Chinese Journal of Plant Ecology, 44, 128-178. (in Chinese with English abstract)
DOI |
[王国宏, 方精云, 郭柯, 谢宗强, 唐志尧, 沈泽昊, 王仁卿, 王襄平, 王德利, 强胜, 于丹, 彭少麟, 达良俊, 刘庆, 梁存柱 (2020) 《中国植被志》研编内容与规范. 植物生态学报, 44, 128-178.]
DOI |
|
[40] | Wang MH, Chen ZQ, Li SF, Huang XB, Lang XD, Hu ZH, Shang RG, Liu WD (2023) Spatial pattern of dominant species with different seed dispersal modes in a monsoon evergreen broad-leaved forest in Pu’er, Yunnan Province. Biodiversity Science, 31 23147. (in Chinese with English abstract) |
[王明慧, 陈昭铨, 李帅锋, 黄小波, 郎学东, 胡子涵, 尚瑞广, 刘万德 (2023) 云南普洱季风常绿阔叶林不同种子扩散方式的优势种空间点格局分析. 生物多样性, 31, 23147.] | |
[41] | Wang XF, Rao JS, Yang T, Liu WC, Tian X, Chen X, Liu QM, Xu YX, Zhang QY, Zhang HQ, Zhang X, Ou XK, Shen ZH (2023) Spatial variation and determinants of woody plant species diversity in a semi-humid evergreen broad-leaved forest in the Jizu Mountains, Yunnan. Biodiversity Science, 31, 23217. (in Chinese with English abstract) |
[王晓凤, 饶杰生, 杨涛, 刘文聪, 田希, 陈稀, 刘其明, 徐衍潇, 张秋雨, 张洪强, 张旭, 欧晓昆, 沈泽昊 (2023) 云南鸡足山半湿润常绿阔叶林群落木本植物多样性格局与环境解释. 生物多样性, 31, 23217.] | |
[42] | Wu ZY, Zhu YC (1987) Vegetation of Yunnan. Science Press, Beijing. (in Chinese) |
[吴征镒, 朱彦丞 (1987) 云南植被. 科学出版社, 北京.] | |
[43] |
Xu J, Gu HB, Meng QM, Cheng JH, Liu YH, Jiang P, Sheng JD, Deng J, Bai X (2019) Spatial pattern analysis of Haloxylon ammodendron using UAV imagery—A case study in the Gurbantunggut Desert. International Journal of Applied Earth Observation and Geoinformation, 83, 101891.
DOI URL |
[44] | Xu ZB, Dai LM, Chen JQ, Wang Z, Dai HC, Li X (2001) Natural regeneration condition in Pinus koraiensis broad-leaved mixed forest. Acta Ecologica Sinica, 21, 1413-1420. (in Chinese with English abstract) |
[徐振邦, 代力民, 陈吉泉, 王战, 戴洪才, 李昕 (2001) 长白山红松阔叶混交林森林天然更新条件的研究. 生态学报, 21, 1413-1420.] | |
[45] |
Yang T, Shen ZH, Wang XF, Rao JS, Liu WC, Tian X, Chen X, Zhang QY, Liu Q, Qian HJ, Xie YY, Liu QM, Xu YX, Tu ML, Shan ZM, Zhang YK, Hou B, Li JB, Ou XK (2023) Characteristics of plant community diversity in a subtropical semi-humid evergreen broad-leaved forest in the Central Yunnan Plateau. Biodiversity Science, 31, 23238. (in Chinese with English abstract)
DOI |
[杨涛, 沈泽昊, 王晓凤, 饶杰生, 刘文聪, 田希, 陈稀, 张秋雨, 刘倩, 钱恒君, 解宇阳, 刘其明, 徐衍潇, 涂梦灵, 单子铭, 张玉坤, 侯波, 李建斌, 欧晓昆 (2023) 滇中高原亚热带半湿润常绿阔叶林植物群落多样性特征. 生物多样性, 31, 23238.]
DOI |
|
[46] | Ye WH, Cao HL, Huang ZL, Lian JY, Wang ZG, Li L, Wei SG, Wang ZM (2008) Community structure of a 20-ha lower subtropical evergreen broad-leaved forest plot in Dinghushan, China. Journal of Plant Ecology (Chinese Version), 32, 274-286. (in Chinese with English abstract) |
[叶万辉, 曹洪麟, 黄忠良, 练琚愉, 王志高, 李林, 魏识广, 王章明 (2008) 鼎湖山南亚热带常绿阔叶林20公顷样地群落特征研究. 植物生态学报, 32, 274-286.]
DOI |
|
[47] |
Zhang J, Li BH, Bai XJ, Yuan ZQ, Wang XG, Ye J, Hao ZQ (2009) Composition and interannual dynamics of tree seedlings in broad-leaved Korean pine (Pinus koraiensis) mixed forest in Changbai Mountain. Biodiversity Science, 17, 385-396. (in Chinese with English abstract)
DOI URL |
[张健, 李步杭, 白雪娇, 原作强, 王绪高, 叶吉, 郝占庆 (2009) 长白山阔叶红松林乔木树种幼苗组成及其年际动态. 生物多样性, 17, 385-396.]
DOI |
|
[48] | Zhang JF, Ge SS, Liang JH, Li JQ (2022) Population structure and dynamic characteristics of Tilia amurensis in the broad-leaved Korean pine mixed forest of Changbai Mountain. Acta Ecologica Sinica, 42, 5381-5390. (in Chinese with English abstract) |
[张金峰, 葛树森, 梁金花, 李俊清 (2022) 长白山阔叶红松林紫椴种群结构与动态特征. 生态学报, 42, 5381-5390.] | |
[49] | Zhang JT (1998) Point pattern analysis of spatial distribution of plant population. Acta Phytoecologica Sinica, 22, 57-62. (in Chinese with English abstract) |
[张金屯 (1998) 植物种群空间分布的点格局分析. 植物生态学报, 22, 57-62.] | |
[50] |
Zhang MT, Wang J, Kang XG (2022) Spatial distribution pattern of dominant tree species in different disturbance plots in the Changbai Mountain. Scientific Reports, 12, 14161.
DOI PMID |
[51] |
Zhang SW, Wang L, Lu F (2019) Exploring housing rent by mixed geographically weighted regression: A case study in Nanjing. ISPRS International Journal of Geo-Information, 8, 431.
DOI URL |
[52] |
Zhang WH, Wang YP, Kang YX, Liu XJ (2004) Age structure and time sequence prediction of populations of an endangered plant, Larix potaninii var. chinensis. Biodiversity Science, 12, 361-369. (in Chinese with English abstract)
DOI URL |
[张文辉, 王延平, 康永祥, 刘祥君 (2004) 濒危植物太白红杉种群年龄结构及其时间序列预测分析. 生物多样性, 12, 361-369.]
DOI |
|
[53] | Zhang X, Jia KL, Wei HM, Li XY (2023) Spatial differentiation and influencing factors of soil salinity in Yinchuan Plain based on MGWR model. Journal of Yunnan University (Natural Science Edition), 45, 949-960. (in Chinese with English abstract) |
[张旭, 贾科利, 魏慧敏, 李小雨 (2023) 银川平原土壤盐分空间分异及影响因子研究. 云南大学学报(自然科学版), 45, 949-960.] | |
[54] |
Zhu Y, Mi XC, Ma KP (2009) A mechanism of plant species coexistence: The negative density-dependent hypothesis. Biodiversity Science, 17, 594-604. (in Chinese with English abstract)
DOI |
[祝燕, 米湘成, 马克平 (2009) 植物群落物种共存机制: 负密度制约假说. 生物多样性, 17, 594-604.]
DOI |
[1] | 王丽媛, 胡慧建, 姜杰, 胡一鸣. 南岭哺乳类和鸟类物种丰富度空间分布格局及其影响因子[J]. 生物多样性, 2024, 32(1): 23026-. |
[2] | 张楚然, 李生发, 李逢昌, 唐志忠, 刘辉燕, 王丽红, 顾荣, 邓云, 张志明, 林露湘. 云南鸡足山亚热带半湿润常绿阔叶林20 ha动态监测样地木本植物生境关联与群落数量分类[J]. 生物多样性, 2024, 32(1): 23393-. |
[3] | 马瑞霞, 郭屹立, 李冬兴, 王斌, 向悟生, 黄甫昭, 陆芳, 文淑均, 李健星, 陆树华, 李先琨. 桂西南喀斯特季节性雨林幼树更新的空间分布格局及机制[J]. 生物多样性, 2023, 31(2): 22251-. |
[4] | 左艳洁, 彭明春, 王崇云, 沈泽昊, 李永萍, 周新茂, 周杰, 周光信, 任佳昕, 刘忠安. 滇中高原半湿润常绿阔叶林的岛屿化与物种多样性[J]. 生物多样性, 2023, 31(11): 23252-. |
[5] | 田希, 刘文聪, 饶杰生, 王晓凤, 杨涛, 陈稀, 张秋雨, 刘其明, 徐衍潇, 张旭, 沈泽昊. 云南鸡足山半湿润常绿阔叶林的林隙干扰格局与成因[J]. 生物多样性, 2023, 31(11): 23219-. |
[6] | 杨涛, 沈泽昊, 王晓凤, 饶杰生, 刘文聪, 田希, 陈稀, 张秋雨, 刘倩, 钱恒君, 解宇阳, 刘其明, 徐衍潇, 涂梦灵, 单子铭, 张玉坤, 侯波, 李建斌, 欧晓昆. 滇中高原亚热带半湿润常绿阔叶林植物群落多样性特征[J]. 生物多样性, 2023, 31(11): 23238-. |
[7] | 罗彩访, 杨涛, 张秋雨, 王馨培, 沈泽昊. 滇中半湿润常绿阔叶林木本植物的功能特征和功能多样性及其影响因子[J]. 生物多样性, 2023, 31(11): 23215-. |
[8] | 饶杰生, 杨涛, 田希, 刘文聪, 王晓凤, 钱恒君, 沈泽昊. 基于背包LiDAR的半湿润常绿阔叶林及其常见树种的垂直结构特征[J]. 生物多样性, 2023, 31(11): 23216-. |
[9] | 鲁梦珍, 曾馥平, 宋同清, 彭晚霞, 张浩, 苏樑, 刘坤平, 谭卫宁, 杜虎. 喀斯特常绿落叶阔叶林死亡个体空间分布格局及生境关联[J]. 生物多样性, 2022, 30(4): 21340-. |
[10] | 王世彤, 吴浩, 刘梦婷, 张佳鑫, 刘检明, 孟红杰, 徐耀粘, 乔秀娟, 魏新增, 卢志军, 江明喜. 极小种群野生植物黄梅秤锤树群落结构与动态[J]. 生物多样性, 2018, 26(7): 749-759. |
[11] | 陈龙, 秦帅, 旭日, 杨柳, 赵利清. 阴山山脉天然侧柏林的基本特征[J]. 生物多样性, 2018, 26(1): 66-74. |
[12] | 姚良锦, 姚兰, 易咏梅, 艾训儒, 冯广, 刘峻城, 林勇, 黄伟, 丁易, 臧润国. 湖北七姊妹山亚热带常绿落叶阔叶混交林的 物种组成和群落结构[J]. 生物多样性, 2017, 25(3): 275-284. |
[13] | 黄华, 陈智发, 刘德团, 和国星, 和荣华, 李德铢, 许琨. 玉龙雪山寒温性云冷杉林动态监测样地的物种组成及群落结构[J]. 生物多样性, 2017, 25(3): 255-264. |
[14] | 金毅, 陈建华, 米湘成, 任海保, 马克平, 于明坚. 古田山24 ha森林动态监测样地常绿阔叶林群落结构和组成动态: 探讨2008年冰雪灾害的影响[J]. 生物多样性, 2015, 23(5): 610-618. |
[15] | 仲磊, 张杨家豪, 卢品, 顾雪萍, 雷祖培, 蔡延奔, 郑方东, 孙义方, 于明坚. 次生常绿阔叶林的群落结构与物种组成:基于浙江乌岩岭9 ha森林动态样地[J]. 生物多样性, 2015, 23(5): 619-629. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||
备案号:京ICP备16067583号-7
Copyright © 2022 版权所有 《生物多样性》编辑部
地址: 北京香山南辛村20号, 邮编:100093
电话: 010-62836137, 62836665 E-mail: biodiversity@ibcas.ac.cn