Biodiv Sci ›› 2023, Vol. 31 ›› Issue (2): 22352. DOI: 10.17520/biods.2022352
Special Issue: 土壤生物与土壤健康
• Original Papers: Ecosystem Diversity • Previous Articles Next Articles
Jiaqi Li1,2,3, Yili Guo1,2,*(), Dongxing Li1,2, Bin Wang1,2, Wusheng Xiang1,2, Fuzhao Huang1,2, Fang Lu1,2, Shujun Wen1,2, Jianxing Li1,2, Shuhua Lu1,2, Xiankun Li1,2
Received:
2022-06-28
Accepted:
2023-01-03
Online:
2023-02-20
Published:
2023-02-22
Contact:
*Yili Guo, E-mail: yiliguo810414@163.com
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.
矿质元素 Mineral element | 最优模型 Optimum model | 块金值 Nugget (C0) | 基台值 Sill (C0 + C) | 块基比 C0/(C0 + C) (%) | 变程 Rang (α) (km) | R2 | 残差 Residual |
---|---|---|---|---|---|---|---|
K | Gaussian模型 Gaussian model | 0.113 | 2.236 | 5.050 | 0.215 | 0.935 | 0.255 |
Ca | 指数模型 Exponential model | 0.172 | 0.69 | 24.930 | 0.366 | 0.638 | 0.041 |
Mg | Gaussian模型 Gaussian model | 0.431 | 2.235 | 19.280 | 0.273 | 0.921 | 0.112 |
Table 1 Semi-variance function model and related parameters of soil K, Ca, Mg in the 15 ha northern tropical karst seasonal rainforest dynamics plot in Nonggang
矿质元素 Mineral element | 最优模型 Optimum model | 块金值 Nugget (C0) | 基台值 Sill (C0 + C) | 块基比 C0/(C0 + C) (%) | 变程 Rang (α) (km) | R2 | 残差 Residual |
---|---|---|---|---|---|---|---|
K | Gaussian模型 Gaussian model | 0.113 | 2.236 | 5.050 | 0.215 | 0.935 | 0.255 |
Ca | 指数模型 Exponential model | 0.172 | 0.69 | 24.930 | 0.366 | 0.638 | 0.041 |
Mg | Gaussian模型 Gaussian model | 0.431 | 2.235 | 19.280 | 0.273 | 0.921 | 0.112 |
矿质元素 Mineral element | 拉格朗日乘数 Lagrange multiplier (LM) | df | t | P |
---|---|---|---|---|
K | 拉格朗日空间滞后 Lagrange multiplier lag (LM-lag) | 1 | 51.536 | 0.000 |
稳健拉格朗日空间滞后 Robust LM-lag* | 1 | 23.686 | 0.000 | |
拉格朗日空间误差 Lagrange multiplier error (LM-error) | 1 | 29.516 | 0.000 | |
稳健拉格朗日空间误差 Robust LM-error | 1 | 1.667 | 0.197 | |
Ca | 拉格朗日空间滞后 Lagrange multiplier lag | 1 | 2.164 | 0.141 |
稳健拉格朗日空间滞后 Robust LM-lag | 1 | 0.433 | 0.511 | |
拉格朗日空间误差 Lagrange multiplier error* | 1 | 3.305 | 0.069 | |
稳健拉格朗日空间误差 Robust LM-error | 1 | 1.574 | 0.210 | |
Mg | 拉格朗日空间滞后 Lagrange multiplier lag | 1 | 24.816 | 0.000 |
稳健拉格朗日空间滞后 Robust LM-lag* | 1 | 2.977 | 0.085 | |
拉格朗日空间误差 Lagrange multiplier error | 1 | 22.103 | 0.000 | |
稳健拉格朗日空间误差 Robust LM-error | 1 | 0.265 | 0.607 |
Table 2 Ordinary least squares linear regression analysis results of soil K, Ca, Mg and ecological factors in the 15 ha northern tropical karst seasonal rainforest dynamics plot in Nonggang
矿质元素 Mineral element | 拉格朗日乘数 Lagrange multiplier (LM) | df | t | P |
---|---|---|---|---|
K | 拉格朗日空间滞后 Lagrange multiplier lag (LM-lag) | 1 | 51.536 | 0.000 |
稳健拉格朗日空间滞后 Robust LM-lag* | 1 | 23.686 | 0.000 | |
拉格朗日空间误差 Lagrange multiplier error (LM-error) | 1 | 29.516 | 0.000 | |
稳健拉格朗日空间误差 Robust LM-error | 1 | 1.667 | 0.197 | |
Ca | 拉格朗日空间滞后 Lagrange multiplier lag | 1 | 2.164 | 0.141 |
稳健拉格朗日空间滞后 Robust LM-lag | 1 | 0.433 | 0.511 | |
拉格朗日空间误差 Lagrange multiplier error* | 1 | 3.305 | 0.069 | |
稳健拉格朗日空间误差 Robust LM-error | 1 | 1.574 | 0.210 | |
Mg | 拉格朗日空间滞后 Lagrange multiplier lag | 1 | 24.816 | 0.000 |
稳健拉格朗日空间滞后 Robust LM-lag* | 1 | 2.977 | 0.085 | |
拉格朗日空间误差 Lagrange multiplier error | 1 | 22.103 | 0.000 | |
稳健拉格朗日空间误差 Robust LM-error | 1 | 0.265 | 0.607 |
矿质元素 Mineral elements | 变量 Variable | 回归系数 Coefficient of regression | 标准差 Standard deviation | z | P |
---|---|---|---|---|---|
K | 海拔 Elevation | -0.197 | 0.002 | -2.542 | 0.011 |
凹凸度 Convexity | -0.076 | 0.068 | -1.117 | 0.264 | |
地形湿润度指数 Topographic wetness index | 0.133 | 0.053 | 2.514 | 0.012 | |
干旱度指数 Altitude above channel | -0.053 | 0.030 | -1.784 | 0.075 | |
物种丰富度 Species richness | -0.008 | 0.015 | -0.560 | 0.576 | |
物种多度 Abundance | -0.003 | 0.006 | -0.510 | 0.610 | |
胸高断面积之和 Total basal area | 0.000 | 0.000 | -0.181 | 0.856 | |
Ca | 海拔 Elevation | 0.237 | 0.011 | 1.582 | 0.018 |
凹凸度 Convexity | 1.223 | 0.380 | 3.221 | 0.001 | |
地形湿润度指数 Topographic wetness index | -0.305 | 0.323 | -0.361 | 0.002 | |
干旱度指数 Altitude above channel | 0.049 | 0.169 | 0.885 | 0.376 | |
物种丰富度 Species richness | 0.078 | 0.079 | 0.989 | 0.323 | |
物种多度 Abundance | -0.008 | 0.032 | -0.238 | 0.812 | |
胸高断面积之和 Total basal area | 0.000 | 0.000 | 1.405 | 0.160 | |
Mg | 海拔 Elevation | -0.002 | 0.004 | -0.458 | 0.647 |
凹凸度 Convexity | -0.164 | 0.162 | -1.009 | 0.313 | |
地形湿润度指数 Topographic wetness index | -0.120 | 0.124 | -0.971 | 0.332 | |
干旱度指数 Altitude above channel | -0.004 | 0.070 | -0.056 | 0.955 | |
物种丰富度 Species richness | 0.115 | 0.035 | 2.132 | 0.033 | |
物种多度 Abundance | -0.014 | 0.013 | -1.056 | 0.291 | |
胸高断面积之和 Total basal area | 0.000 | 0.000 | -0.652 | 0.514 |
Table 3 The results of spatial regression analysis of soil K, Ca, Mg and ecological factors in the 15 ha northern tropical karst seasonal rainforest dynamics plot in Nonggang
矿质元素 Mineral elements | 变量 Variable | 回归系数 Coefficient of regression | 标准差 Standard deviation | z | P |
---|---|---|---|---|---|
K | 海拔 Elevation | -0.197 | 0.002 | -2.542 | 0.011 |
凹凸度 Convexity | -0.076 | 0.068 | -1.117 | 0.264 | |
地形湿润度指数 Topographic wetness index | 0.133 | 0.053 | 2.514 | 0.012 | |
干旱度指数 Altitude above channel | -0.053 | 0.030 | -1.784 | 0.075 | |
物种丰富度 Species richness | -0.008 | 0.015 | -0.560 | 0.576 | |
物种多度 Abundance | -0.003 | 0.006 | -0.510 | 0.610 | |
胸高断面积之和 Total basal area | 0.000 | 0.000 | -0.181 | 0.856 | |
Ca | 海拔 Elevation | 0.237 | 0.011 | 1.582 | 0.018 |
凹凸度 Convexity | 1.223 | 0.380 | 3.221 | 0.001 | |
地形湿润度指数 Topographic wetness index | -0.305 | 0.323 | -0.361 | 0.002 | |
干旱度指数 Altitude above channel | 0.049 | 0.169 | 0.885 | 0.376 | |
物种丰富度 Species richness | 0.078 | 0.079 | 0.989 | 0.323 | |
物种多度 Abundance | -0.008 | 0.032 | -0.238 | 0.812 | |
胸高断面积之和 Total basal area | 0.000 | 0.000 | 1.405 | 0.160 | |
Mg | 海拔 Elevation | -0.002 | 0.004 | -0.458 | 0.647 |
凹凸度 Convexity | -0.164 | 0.162 | -1.009 | 0.313 | |
地形湿润度指数 Topographic wetness index | -0.120 | 0.124 | -0.971 | 0.332 | |
干旱度指数 Altitude above channel | -0.004 | 0.070 | -0.056 | 0.955 | |
物种丰富度 Species richness | 0.115 | 0.035 | 2.132 | 0.033 | |
物种多度 Abundance | -0.014 | 0.013 | -1.056 | 0.291 | |
胸高断面积之和 Total basal area | 0.000 | 0.000 | -0.652 | 0.514 |
Fig. 3 Variation partitioning analysis of the spatial distribution of soil K, Ca and Mg with ecological factors and spatial structure from the 15 ha northern tropical karst seasonal rainforest dynamics plot in Nonggang
生态因子 Ecological factors | 独自效应 Unique effect (%) | 单独效应 Individual effect (%) |
---|---|---|
海拔 Elevation | 6.990 | 14.360 |
凹凸度 Convexity | 1.860 | 5.960 |
地形湿润度指数 Topographic wetness index | 0 | 6.870 |
干旱度指数 Altitude above channel | 0 | 4.910 |
物种丰富度 Species richness | 0.390 | 1.040 |
物种多度 Species abundance | 0 | 0.790 |
胸高断面积之和 Total basal area | 0.500 | 1.030 |
Table 4 Variation partitioning analysis of the spatial distribution of soil K, Ca, Mg with ecological factors from the 15 ha northern tropical karst seasonal rainforest dynamics plot in Nonggang
生态因子 Ecological factors | 独自效应 Unique effect (%) | 单独效应 Individual effect (%) |
---|---|---|
海拔 Elevation | 6.990 | 14.360 |
凹凸度 Convexity | 1.860 | 5.960 |
地形湿润度指数 Topographic wetness index | 0 | 6.870 |
干旱度指数 Altitude above channel | 0 | 4.910 |
物种丰富度 Species richness | 0.390 | 1.040 |
物种多度 Species abundance | 0 | 0.790 |
胸高断面积之和 Total basal area | 0.500 | 1.030 |
[1] |
Anselin L (1984) Specification tests and model selection for aggregate spatial interaction: An empirical comparison. Journal of Regional Science, 24, 1-15.
DOI URL |
[2] |
Blanchet FG, Legendre P, Borcard D (2008) Forward selection of explanatory variables. Ecology, 89, 2623-2632.
DOI PMID |
[3] | Cai DS, Wang K, Huang JX, Zeng FP (2010) Spatial heterogeneity of mineral elements in primeval forest soil in karst peak-cluster depression area. Soil and Water Conservation in China, 30(5), 33-36. (in Chinese with English abstract) |
[蔡德所, 王魁, 黄景新, 曾馥平 (2010) 喀斯特峰丛洼地原生林区土壤矿质元素空间异质性研究. 中国水土保持, 30(5), 33-36.] | |
[4] | Cao J, Chen YP, Jiang Y, Wu JH, Wang H (2021) Spatial and temporal variation of soil available potassium and its influencing factors in Shaanxi Province. Journal of Soil and Water Consevation, 35, 296-302. (in Chinese with English abstract) |
[曹婧, 陈怡平, 江瑶, 毋俊华, 王洪 (2021) 陕西省农田土壤速效钾时空变化及其影响因素. 水土保持学报, 35, 296-302.] | |
[5] |
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 |
[6] |
Cousin I, Nicoullaud B, Coutadeur C (2003) Influence of rock fragments on the water retention and water percolation in a calcareous soil. Catena, 53, 97-114.
DOI URL |
[7] | Dogo A, Dikko A, Ojanuga A, Noma S, Sharu M (2017) Distribution of soil micronutrients of Bakalori Irrigation Project, Zamfara State, Nigeria. Asian Research Journal of Agriculture, 4, 1-10. |
[8] |
Dormann CF, McPherson JM, Araújo MB, Bivand R, Bolliger J, Carl G, Davies RG, Hirzel A, Jetz W, Daniel Kissling W, Kühn I, Ohlemüller R, Peres-Neto PR, Reineking B, Schröder B, Schurr FM, Wilson R (2007) Methods to account for spatial autocorrelation in the analysis of species distributional data: A review. Ecography, 30, 609-628.
DOI URL |
[9] |
Du YJ, Mi XC, Liu XJ, Chen L, Ma KP (2009) Seed dispersal phenology and dispersal syndromes in a subtropical broad-leaved forest of China. Forest Ecology and Management, 258, 1147-1152.
DOI URL |
[10] |
Engelbrecht B, Kursar TA, Tyree MT (2005) Drought effects on seedling survival in a tropical moist forest. Trees, 19, 312-321.
DOI URL |
[11] |
Falkengren-Grerup U, Brunet J, Quist ME, Tyler G (1995) Is the Ca : Al ratio superior to pH, Ca or Al concentrations of soils in accounting for the distribution of plants in deciduous forest. Plant and Soil, 177, 21-31.
DOI URL |
[12] |
Fan MF (2021) Spatial distribution characteristics and influencing factors of exchangeable magnesium content in cultivated land of Sanming City. Chinese Agricultural Science Bulletin, 37(29), 71-77. (in Chinese with English abstract)
DOI |
[范铭丰 (2021) 三明市耕地土壤交换性镁含量空间分布特征及影响因素分析. 中国农学通报, 37(29), 71-77.]
DOI |
|
[13] | Feng Y, Yang XC, Liu JY, Li L, Liu FD, Li DS (2022) Distribution and migration characteristics of mineral elements in different coastal plants of Tianjin. Shandong Forestry Science and Technology, 52(4), 26-30. (in Chinese with English abstract) |
[丰玥, 杨雪纯, 刘嘉元, 李琳, 刘福德, 李德生 (2022) 天津滨海湿地不同植物矿质元素的分布及迁移特征分析. 山东林业科技, 52(4), 26-30.] | |
[14] | Ge JP, Guo HY, Zhong LN (1995) Geostatistics in ecology (I)—Basic theory and methods. Journal of Northeast Forestry University, 23(2), 88-94. (in Chinese with English abstract) |
[葛剑平, 郭海燕, 仲莉娜 (1995) 地统计学在生态学中的应用(I)——基本理论和方法. 东北林业大学学报, 23(2), 88-94.] | |
[15] |
Guo YL, Chen HYC, Mallik AU, Wang B, Li DX, Xiang WS, Li XK (2019) Predominance of abiotic drivers in the relationship between species diversity and litterfall production in a tropical karst seasonal rainforest. Forest Ecology and Management, 449, 117452.
DOI URL |
[16] |
Guo YL, Li DX, Wang B, He YL, Xiang WS, Jiang YL, Li XK (2017) Composition and spatio-temporal dynamics of litter fall in a northern tropical karst seasonal rainforest in Nonggang, Guangxi, southern China. Biodiversity Science, 25, 265-274. (in Chinese with English abstract)
DOI |
[郭屹立, 李冬兴, 王斌, 何运林, 向悟生, 蒋裕良, 李先琨 (2017) 北热带喀斯特季节性雨林凋落物组分构成及时空动态特征. 生物多样性, 25, 265-274.]
DOI |
|
[17] |
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 |
|
[18] | Huang FZ, Ding T, Li XK, Guo YL, Wang B, Xiang WS, Wen SJ, Li DX, He YL (2016) Species diversity for various associations along an altitudinal gradient in the karst seasonal rainforest in Nonggang. Acta Ecologica Sinica, 36, 4509-4517. (in Chinese with English abstract) |
[黄甫昭, 丁涛, 李先琨, 郭屹立, 王斌, 向悟生, 文淑均, 李冬兴, 何运林 (2016) 弄岗喀斯特季节性雨林不同群丛物种多样性随海拔的变化. 生态学报, 36, 4509-4517.] | |
[19] | Huang LY, Cao JH, Zhou L, Xu XM, Mo B, Zhang P (2007) Seasonal change and the influence factors of soil dissolved organic carbon at different geological background. Ecology and Environment, 15, 1282-1288. (in Chinese with English abstract) |
[黄黎英, 曹建华, 周莉, 徐祥明, 莫彬, 张佩 (2007) 不同地质背景下土壤溶解有机碳含量的季节动态及其影响因子. 生态环境, 15, 1282-1288.] | |
[20] | Ji FT, Li N, Deng X (2009) Calcium contents and high calcium adaptation of plants in karst areas of China. Chinese Journal of Plant Ecology, 33, 926-935. (in Chinese with English abstract) |
[姬飞腾, 李楠, 邓馨 (2009) 喀斯特地区植物钙含量特征与高钙适应方式分析. 植物生态学报, 33, 926-935.]
DOI |
|
[21] |
Jia MK, Guo YL, Li DX, Wang B, Xiang WS, Wang AL, Liu SY, Ding T, Huang FZ, Wen SJ, Lu SH, Li XK (2020) Spatio-temporal dynamics of leaf litter in a karst seasonal rainforest in southwest Guangxi. Biodiversity Science, 28, 455-462. (in Chinese with English abstract)
DOI |
[贾梦可, 郭屹立, 李冬兴, 王斌, 向悟生, 王爱龙, 刘晟源, 丁涛, 黄甫昭, 文淑均, 陆树华, 李先琨 (2020) 桂西南喀斯特季节性雨林叶凋落量的时空动态. 生物多样性, 28, 455-462.]
DOI |
|
[22] | Jiang XJ, Geng CN, Han JQ, Zhou YM (2016) Effects of warming onmineral element contents in leaves of dominant species and in soils in Changbai Mountain tundra. Acta Ecologica Sinica, 36, 1928-1935. (in Chinese with English abstract) |
[江肖洁, 耿春女, 韩建秋, 周玉梅 (2016) 增温对长白山苔原植物叶片和土壤矿质元素含量的影响. 生态学报, 36, 1928-1935.] | |
[23] |
Jiang ZC (1999) Element migration of karst dynamic system. Acta Geographica Sinica, 54, 438-444. (in Chinese with English abstract)
DOI |
[蒋忠诚 (1999) 岩溶动力系统中的元素迁移. 地理学报, 54, 438-444.]
DOI |
|
[24] | Joimel S, Cortet J, Jolivet C, Jolivet CC, Saby N, Chenot ED, Branchu P (2016) Physico-chemical characteristics of topsoil for contrasted forest, agricultural, urban and industrial land uses in France. Science of the Total Environment, 545, 40-47. |
[25] |
Kanagaraj R, Wiegand T, Comita LS, Huth A (2011) Tropical tree species assemblages in topographical habitats change in time and with life stage. Journal of Ecology, 99, 1441-1452.
DOI URL |
[26] |
Lai JS, Zou Y, Zhang JL, Peres-Neto PR (2022) Generalizing hierarchical and variation partitioning in multiple regression and canonical analyses using the rdacca.hp R package. Methods in Ecology and Evolution, 13, 782-788.
DOI URL |
[27] |
Lalley JS, Viles HA, Copeman N, Cowley C (2006) The influence of multiscale environmental variables on the distribution of terricolous lichens in a fog desert. Journal of Vegetation Science, 17, 831-838.
DOI URL |
[28] | Li EX, Jiang ZC, Cao JH, Jiang GH, Deng Y (2004) The comparison of properties of karst soil and karst erosion ratio under different successional stages of karst vegetation in Nongla, Guangxi. Acta Ecologica Sinica, 23, 1131-1139. (in Chinese with English abstract) |
[李恩香, 蒋忠诚, 曹建华, 姜光辉, 邓艳 (2004) 广西弄拉岩溶植被不同演替阶段的主要土壤因子及溶蚀率对比研究. 生态学报, 23, 1131-1139.] | |
[29] | Li XK, Su ZM, Lü SH, Ou ZL, Xiang WS, Ou Z, Lu SH (2003) The spatial pattern of natural vegetation in the karst regions of Guangxi and the ecological signality for ecosystem rehabilitation and reconstruction. Journal of Mountain Science, 21, 129-139. (in Chinese with English abstract) |
[30] | [李先琨, 苏宗明, 吕仕洪, 欧祖兰, 向悟生, 区智, 陆树华 (2003) 广西岩溶植被自然分布规律及对岩溶生态恢复重建的意义. 山地学报, 21, 129-139.] |
[31] | Li YF, Guo YL, Li XK, Li DX, Wang B, Chen T, Lu F, Xiang WS, Huang FZ, Liu SY, Li JX, Wen SJ, Lu SH (2022) Analysis of the leaf litter decomposition rate and nutrient content in a karst seasonal rainforest in Southwest Guangxi. Acta Geoscientica Sinica, 43, 483-490. (in Chinese with English abstract) |
[李雨菲, 郭屹立, 李先坤, 李冬兴, 王斌, 陈婷, 陆芳, 向悟生, 黄甫昭, 刘晟源, 李健星, 文淑均, 陆淑华 (2022) 桂西南喀斯特季节性雨林凋落叶分解速率和养分含量特征分析. 地球学报, 43, 483-490.] | |
[32] | Li ZC, Luo W, Chen YF, Hong XJ, Han WT, Li XC (2015) The relationships between microhabitat heterogeneity and the spatial distribution of Dacrydium pectinatum in Bawangling, Hainan Island. Acta Ecologica Sinica, 35, 2545-2554. (in Chinese with English abstract) |
[李肇晨, 罗微, 陈永富, 洪小江, 韩文涛, 李小成 (2015) 海南霸王岭陆均松空间分布格局及其与微生境异质性的关系. 生态学报, 35, 2545-2554.] | |
[33] | Liu J, Long J, Li J, Li H (2021) Differentiation characteristics of calcium bioabsorption capacity of dominant tree species with altitude in typical karst mountain area. Ecology and Environmental Sciences, 30, 1589-1598. (in Chinese with English abstract) |
[刘进, 龙健, 李娟, 李红 (2021) 典型喀斯特山区优势树种钙吸收能力的海拔分异特征研究. 生态环境学报, 30, 1589-1598.] | |
[34] |
Liu L, Zeng FP, Song TQ, Peng WX, Wang KL, Qin WG, Qin WN (2010) Spatial heterogeneity of soil nutrients in Karst area’s Mulun National Nature Reserve. Chinese Journal of Applied Ecology, 21, 1667-1637. (in Chinese with English abstract)
PMID |
[刘璐, 曾馥平, 宋同清, 彭晚霞, 王克林, 覃文更, 谭卫宁 (2010) 喀斯特木论自然保护区土壤养分的空间变异特征. 应用生态学报, 21, 1667-1673.]
PMID |
|
[35] | Liu XB, Cheng DQ, Liu PF, Song X, Chen J (2013) Study on predicated mapping of soil property based on spatial regression analysis. Soils, 45, 533-539. (in Chinese with English abstract) |
[刘晓冰, 程道全, 刘鹏飞, 宋轩, 陈杰 (2013) 空间回归分析在土壤属性预测制图中的应用. 土壤, 45, 533-539.] | |
[36] |
Lundholm JT, Larson DW (2003) Relationships between spatial environmental heterogeneity and plant species diversity on a limestone pavement. Ecography, 26, 715-722.
DOI URL |
[37] | Luo XQ, Zhang GL, Du XL, Wang SJ, Yang HY, Huang TZ (2014) Characteristics of element contents and ecological stoichiometry in leaves of common calcicole species in Maolan karst forest. Ecology and Environmental Sciences, 23, 1121-1129. (in Chinese with English abstract) |
[罗绪强, 张桂玲, 杜雪莲, 王世杰, 杨鸿雁, 黄天志 (2014) 茂兰喀斯特森林常见钙生植物叶片元素含量及其化学计量学特征. 生态环境学报, 23, 1121-1129.] | |
[38] | Mao QG, Lu XK, Chen H, Mo JM (2015) Responses of terrestrial plant diversity to elevated mineral element inputs. Acta Ecologica Sinica, 35, 5884-5897. (in Chinese with English abstract) |
[毛庆功, 鲁显楷, 陈浩, 莫江明 (2015) 陆地生态系统植物多样性对矿质元素输入的响应. 生态学报, 35, 5884-5897.] | |
[39] | 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) vegan: Community Ecology Package. R packages version: 2.5-7. https://CRAN.R-project.org/package=vegan/. (acces-sed on 2022-11-22) |
[40] | Pan JH, Zhao XR (2018) Spatial difference simulation of China’s carbon emissions using spatial regression models. Acta Scientiae Circumstantiae, 38, 2894-2901. (in Chinese with English abstract) |
[潘竟虎, 赵轩茹 (2018) 基于空间回归模型的中国碳排放空间差异模拟. 环境科学学报, 38, 2894-2901.] | |
[41] |
Patiño J, Vanderpooten A (2018) Bryophyte biogeography. Critical Reviews in Plant Sciences, 37, 175-209.
DOI URL |
[42] |
Punchi-Manage R, Getzin S, Wiegand T, Kanagaraj R, Guna-tilleke CVS, Gunatilleke IAUN, Wiegand K, Huth A (2013) Effects of topography on structuring local species assemblages in a Sri Lankan mixed dipterocarp forest. Journal of Ecology, 101, 149-160.
DOI URL |
[43] |
Qin J, Shi A, Mou B, Grusak MA, Weng Y, Ravelombola W (2017) Genetic diversity and association mapping of mineral element concentrations in spinach leaves. BMC Genomics, 18, 941.
DOI PMID |
[44] |
Raghubanshi AS (1992) Effect of topography on selected soil properties and nitrogen mineralization in a dry tropical forest. Soil Biology and Biochemistry, 24, 145-150.
DOI URL |
[45] | Ruan BQ, Xu FR, Jiang RF (2008) Analysis on spatial and temporal variability of groundwater level based on spherical sampling model. Journal of Hydraulic Engineering, 39, 573-579. |
[46] |
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.
DOI URL |
[47] |
Tateno R, Takeda H (2003) Forest structure and tree species distribution in relation to topography-mediated heterogeneity of soil nitrogen and light at the forest floor. Ecological Research, 18, 559-571.
DOI URL |
[48] |
Tilman D (1994) Competition and biodiversity in spatially structured habitats. Ecology, 75, 2-16.
DOI URL |
[49] | Tu YL (1995) An analysis of flora and ecological characteristics of karst scrubs in Guizhou Province. Journal of Guizhou Normal University (Natural Sciences), 13(3), 1-8. (in Chinese with English abstract) |
[屠玉麟 (1995) 贵州喀斯特灌丛区系与生态特征分析. 贵州师范大学学报(自然科学版), 13(3), 1-8.] | |
[50] |
Wang B, Huang YS, Li XK, Xiang WS, Ding T, Huang FZ, Lu SH, Han WH, Wen SJ, He LJ (2014) Species composition and spatial distribution of the 15 ha northern tropical karst seasonal rain forest dynamic plot in Nonggang of Guangxi, southern China. Biodiversity Science, 22, 141-156. (in Chinese with English abstract)
DOI |
[王斌, 黄俞淞, 李先琨, 向悟生, 丁涛, 黄甫昭, 陆树华, 韩文衡, 文淑均, 何兰军 (2014) 弄岗北热带喀斯特季节性雨林15 ha监测样地的树种组成与空间分布. 生物多样性, 22, 141-156.]
DOI |
|
[51] | Xiao YP, Yin R, Shen SY, Chen YC, Xing Z, Chen XM (2010) Roles of arbuscular mycorrhizal in plant remediation of arsenic-contaminated soil. Soils, 42, 171-177. (in Chinese with English abstract) |
[肖艳平, 尹睿, 沈生元, 陈玉成, 邢赜, 陈雪民 (2010) 丛枝菌根真菌在植物修复砷污染土壤中的作用. 土壤, 42, 171-177.] | |
[52] | Xie LP, Wang SJ, Xiao DA (2007) Ca content in plant chemical forms of Ca plant succession covariant relationship karst catchment. Earth and Environment, 35(1), 26-32. (in Chinese with English abstract) |
[谢丽萍, 王世杰, 肖德安 (2007) 喀斯特小流域植被-土壤系统钙的协变关系研究. 地球与环境, 35(1), 26-32.] | |
[53] | 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 on a subtropical evergreen broad-leaved forest on species composition variation: From local to regional scales. Biodiversity Science, 31, 22139. (in Chinese with English abstract) |
[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 |
|
[54] | Yu YH, Cheng W, Yang DL (2019) Features of soil mineral elements in man-made forest of Guizhou karst mountain area, Guihaia, 39, 108-116. (in Chinese with English abstract) |
[喻阳华, 程雯, 杨丹丽 (2019) 贵州喀斯特山区典型人工林土壤矿质元素特征. 广西植物, 39, 108-116.] | |
[55] |
Zhang PF, Xu C, Wang HP, Xu ZP, Yang Y, Wu YJ, Wang Q (2018) Relationships of mineral elements in rice plant based on collinear double pulses laser-induced breakdown spectroscopy. Optik, 218, 164979.
DOI URL |
[56] | Zhang SL, Zhang XY, Liu XB, Ning YC, Zhang ZQ (2014) Spatial distribution of rapid available potassium (RAK) in soils on typical slopes of black soil of northeastern China. Soils, 46, 218-224. (in Chinese with English abstract) |
[张少良, 张兴义, 刘晓冰, 宁玉翠, 张志强 (2014) 典型黑土区不同坡位剖面土壤速效钾空间分布规律研究. 土壤, 46, 218-224.] | |
[57] | Zhou XP, Tang LY, He ZJ, Wang SL, Huang D, Li DH, Deng XY, Hou MD, Yang SL, Peng T (2022) Deviation in the composition of bryophytes geographic elements in relation to environmental and spatial factors among 27 national nature neserves in China. Ecology and Environmental Sciences, 31, 1959-1970. (in Chinese with English abstract) |
[周徐平, 唐录艳, 何卓冀, 王顺莉, 黄丹, 李大华, 邓欣妍, 侯梦丹, 杨书林, 彭涛 (2022) 中国27个国家级自然保护区苔藓植物地理成分构成差异与环境和空间因素的关系. 生态环境学报, 31, 1959-1970.] |
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