Chin J Plant Ecol ›› 2025, Vol. 49 ›› Issue (5): 732-747.DOI: 10.17521/cjpe.2024.0157 cstr: 32100.14.cjpe.2024.0157
Special Issue: 草原与草业
• Research Articles • Previous Articles Next Articles
MA Fu-Long1,2, WANG Yu-Qing3, HAO Yu3, DUAN Ji-Chao4, LIU Fei-Fei4, XI Lin-Qiao4, HAN Lu1,2,*()
Received:
2024-05-13
Accepted:
2024-11-12
Online:
2025-05-20
Published:
2024-11-14
Contact:
HAN Lu
Supported by:
MA Fu-Long, WANG Yu-Qing, HAO Yu, DUAN Ji-Chao, LIU Fei-Fei, XI Lin-Qiao, HAN Lu. Effects of altitude gradient on plant and soil microbial community structure and diversity in the middle part of the northern slope of the Kunlun Mountains, China[J]. Chin J Plant Ecol, 2025, 49(5): 732-747.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2024.0157
环境因子 Environmental factor | 温性荒漠草原 Ds (2 200-2 600 m) | 温性典型草原 Ws (2 800-3 200 m) | 高寒草原 As (3 400-3 800 m) | r |
---|---|---|---|---|
土壤水分含量 Soil moisture (%) | 8.22 ± 0.53c | 13.31 ± 0.68b | 17.89 ± 0.66a | 0.992** |
土壤密度 Soil density (g·cm-3) | 1.45 ± 0.01a | 1.35 ± 0.04b | 1.22 ± 0.02c | 0.984** |
土壤pH pH value of soil | 7.72 ± 0.02a | 7.73 ± 0.08a | 7.75 ± 0.04a | 0.185 |
总盐含量 Total salt content (g·kg-1) | 137.33 ± 12.32a | 94.19 ± 11.26b | 132.46 ± 6.54a | -0.247 |
有机质含量 Organic matter content (g·kg-1) | 2.52 ± 0.63c | 9.14 ± 0.34b | 24.20 ± 0.49a | 0.736* |
全氮含量 Total nitrogen content (mg·kg-1) | 0.21 ± 0.00c | 3.93 ± 0.00b | 5.03 ± 0.00a | 0.768* |
速效磷含量 Available phosphorus content (mg·kg-1) | 0.09 ± 0.01c | 0.55 ± 0.02b | 0.85 ± 0.05a | 0.673 |
速效钾含量 Available potassium content (mg·kg-1) | 106.74 ± 1.55c | 155.38 ± 2.62b | 180.94 ± 5.18a | 0.765* |
年平均气温 Mean annual air temperature (℃) | 7.97 ± 0.60a | 4.09 ± 0.20b | 1.13 ± 0.76c | -0.994** |
年降水量 Mean annual precipitation (mm) | 29 ± 0.0a | 33 ± 0.0b | 34 ± 0.1c | 0.999** |
风速 Wind speed (m·s-1) | 1.63 ± 0.06b | 1.93 ± 0.02b | 2.11 ± 0.19a | 0.969** |
水蒸气压 Water vapor pressure (kPa) | 0.50 ± 0.01a | 0.35 ± 0.01b | 0.28 ± 0.02c | -0.992** |
Table 1 Major environmental factors and their relationship with altitude in the middle section of the northern slope of the Kunlun Mountains (mean ± SD)
环境因子 Environmental factor | 温性荒漠草原 Ds (2 200-2 600 m) | 温性典型草原 Ws (2 800-3 200 m) | 高寒草原 As (3 400-3 800 m) | r |
---|---|---|---|---|
土壤水分含量 Soil moisture (%) | 8.22 ± 0.53c | 13.31 ± 0.68b | 17.89 ± 0.66a | 0.992** |
土壤密度 Soil density (g·cm-3) | 1.45 ± 0.01a | 1.35 ± 0.04b | 1.22 ± 0.02c | 0.984** |
土壤pH pH value of soil | 7.72 ± 0.02a | 7.73 ± 0.08a | 7.75 ± 0.04a | 0.185 |
总盐含量 Total salt content (g·kg-1) | 137.33 ± 12.32a | 94.19 ± 11.26b | 132.46 ± 6.54a | -0.247 |
有机质含量 Organic matter content (g·kg-1) | 2.52 ± 0.63c | 9.14 ± 0.34b | 24.20 ± 0.49a | 0.736* |
全氮含量 Total nitrogen content (mg·kg-1) | 0.21 ± 0.00c | 3.93 ± 0.00b | 5.03 ± 0.00a | 0.768* |
速效磷含量 Available phosphorus content (mg·kg-1) | 0.09 ± 0.01c | 0.55 ± 0.02b | 0.85 ± 0.05a | 0.673 |
速效钾含量 Available potassium content (mg·kg-1) | 106.74 ± 1.55c | 155.38 ± 2.62b | 180.94 ± 5.18a | 0.765* |
年平均气温 Mean annual air temperature (℃) | 7.97 ± 0.60a | 4.09 ± 0.20b | 1.13 ± 0.76c | -0.994** |
年降水量 Mean annual precipitation (mm) | 29 ± 0.0a | 33 ± 0.0b | 34 ± 0.1c | 0.999** |
风速 Wind speed (m·s-1) | 1.63 ± 0.06b | 1.93 ± 0.02b | 2.11 ± 0.19a | 0.969** |
水蒸气压 Water vapor pressure (kPa) | 0.50 ± 0.01a | 0.35 ± 0.01b | 0.28 ± 0.02c | -0.992** |
功能群 Functional group | 温性荒漠草原 Ds | 温性典型草原 Ws | 高寒草原 As | |||
---|---|---|---|---|---|---|
物种 Species | 重要值 IV | 物种 Species | 重要值 IV | 物种 Species | 重要值 IV | |
新疆绢蒿 Seriphidium rhodanthum | 0.452 | 寒生羊茅 Festuca kryloviana | 0.357 | 西山银穗草 Leucopoa olgae | 0.352 | |
驼绒藜 Krascheninnikovia ceratoides | 0.389 | 昆仑针茅 Stipa roborowskyi | 0.198 | 紫花针茅 Stipa purpurea | 0.236 | |
内蒙古旱蒿 Artemisia xerophytica | 0.058 | 藏新黄耆 Astragalus tibetanus | 0.160 | ![]() | 0.195 | |
合头草 Sympegma regelii | 0.030 | 新疆绢蒿 Seriphidium rhodanthum | 0.149 | 珠芽蓼 Polygonum viviparum | 0.122 | |
昆仑针茅 Stipa roborowskyi | 0.022 | 密穗早熟禾 Poa spiciformis | 0.018 | 寒生羊茅 Festuca kryloviana | 0.069 | |
骆驼蓬 Peganum harmala | 0.012 | 野葱 Allium chrysanthum | 0.050 | 二裂委陵菜 Potentilla bifurca | 0.064 | |
雾冰藜 Grubovia dasyphylla | 0.008 | 紫花针茅 Stipa purpurea | 0.037 | 车前 Plantago asiatica | 0.060 | |
倒披针叶虫实 Corispermum lehmannianum | 0.005 | 劲直鹤虱 Lappula stricta | 0.032 | 垂穗披碱草 Elymus nutans | 0.060 | |
垂穗披碱草 Elymus nutans | 0.019 | 高原委陵菜 Potentilla pamiroalaica | 0.052 | |||
半卧狗娃花 Aster semiprostratus | 0.008 | 矮火绒草 Leontopodium nanum | 0.046 | |||
车前 Plantago asiatica | 0.009 | 丘陵老鹳草 Geranium collinum | 0.037 | |||
蒲公英 Taraxacum mongolicum | 0.033 | |||||
新疆龙胆 Gentiana karelinii | 0.017 | |||||
肋柱花 Lomatogonium carinthiacum | 0.014 | |||||
一年生 Annual | 2 | 1 | 2 | |||
二年生、多年生 Biennial, perennial | 6 | 10 | 12 |
Table 2 Distribution of alpine meadow plant communities in the middle section of the northern slope of the Kunlun Mountains along an elevation gradient
功能群 Functional group | 温性荒漠草原 Ds | 温性典型草原 Ws | 高寒草原 As | |||
---|---|---|---|---|---|---|
物种 Species | 重要值 IV | 物种 Species | 重要值 IV | 物种 Species | 重要值 IV | |
新疆绢蒿 Seriphidium rhodanthum | 0.452 | 寒生羊茅 Festuca kryloviana | 0.357 | 西山银穗草 Leucopoa olgae | 0.352 | |
驼绒藜 Krascheninnikovia ceratoides | 0.389 | 昆仑针茅 Stipa roborowskyi | 0.198 | 紫花针茅 Stipa purpurea | 0.236 | |
内蒙古旱蒿 Artemisia xerophytica | 0.058 | 藏新黄耆 Astragalus tibetanus | 0.160 | ![]() | 0.195 | |
合头草 Sympegma regelii | 0.030 | 新疆绢蒿 Seriphidium rhodanthum | 0.149 | 珠芽蓼 Polygonum viviparum | 0.122 | |
昆仑针茅 Stipa roborowskyi | 0.022 | 密穗早熟禾 Poa spiciformis | 0.018 | 寒生羊茅 Festuca kryloviana | 0.069 | |
骆驼蓬 Peganum harmala | 0.012 | 野葱 Allium chrysanthum | 0.050 | 二裂委陵菜 Potentilla bifurca | 0.064 | |
雾冰藜 Grubovia dasyphylla | 0.008 | 紫花针茅 Stipa purpurea | 0.037 | 车前 Plantago asiatica | 0.060 | |
倒披针叶虫实 Corispermum lehmannianum | 0.005 | 劲直鹤虱 Lappula stricta | 0.032 | 垂穗披碱草 Elymus nutans | 0.060 | |
垂穗披碱草 Elymus nutans | 0.019 | 高原委陵菜 Potentilla pamiroalaica | 0.052 | |||
半卧狗娃花 Aster semiprostratus | 0.008 | 矮火绒草 Leontopodium nanum | 0.046 | |||
车前 Plantago asiatica | 0.009 | 丘陵老鹳草 Geranium collinum | 0.037 | |||
蒲公英 Taraxacum mongolicum | 0.033 | |||||
新疆龙胆 Gentiana karelinii | 0.017 | |||||
肋柱花 Lomatogonium carinthiacum | 0.014 | |||||
一年生 Annual | 2 | 1 | 2 | |||
二年生、多年生 Biennial, perennial | 6 | 10 | 12 |
指标 Index | 温性荒漠草原 Ds (2 200-2 600 m) | 温性典型草原 Ws (2 800-3 200 m) | 高寒草原 As (3 400-3 800 m) |
---|---|---|---|
地上生物量 Aboveground biomass (kg·hm-2) | 1 133.36 ± 47.21b | 5 896.99 ± 256.07a | 7 293.66 ± 312.29a |
盖度 Coverage (%) | 46.33 ± 13.05b | 81.67 ± 7.77a | 96.00 ± 2.65a |
Patrick指数 Patrick index | 6.00 ± 0.58b | 8.00 ± 1.00b | 11.00 ± 1.00a |
Margalef指数 Margalef index | 1.80 ± 0.14b | 2.46 ± 0.15a | 2.59 ± 0.30a |
Shannon-Wiener指数 Shannon-Wiener index | 0.74 ± 0.03b | 0.88 ± 0.01a | 0.78 ± 0.06b |
Simpson指数 Simpson index | 0.67 ± 0.04b | 0.75 ± 0.03a | 0.76 ± 0.03a |
Pielou指数 Pielou index | 0.88 ± 0.20a | 0.89 ± 0.12a | 1.12 ± 0.12a |
Table 3 Effect of altitude on species diversity of plant community in the mountain steppe on the northern slope of the Kunlun Mountains (mean ± SD)
指标 Index | 温性荒漠草原 Ds (2 200-2 600 m) | 温性典型草原 Ws (2 800-3 200 m) | 高寒草原 As (3 400-3 800 m) |
---|---|---|---|
地上生物量 Aboveground biomass (kg·hm-2) | 1 133.36 ± 47.21b | 5 896.99 ± 256.07a | 7 293.66 ± 312.29a |
盖度 Coverage (%) | 46.33 ± 13.05b | 81.67 ± 7.77a | 96.00 ± 2.65a |
Patrick指数 Patrick index | 6.00 ± 0.58b | 8.00 ± 1.00b | 11.00 ± 1.00a |
Margalef指数 Margalef index | 1.80 ± 0.14b | 2.46 ± 0.15a | 2.59 ± 0.30a |
Shannon-Wiener指数 Shannon-Wiener index | 0.74 ± 0.03b | 0.88 ± 0.01a | 0.78 ± 0.06b |
Simpson指数 Simpson index | 0.67 ± 0.04b | 0.75 ± 0.03a | 0.76 ± 0.03a |
Pielou指数 Pielou index | 0.88 ± 0.20a | 0.89 ± 0.12a | 1.12 ± 0.12a |
Fig. 2 Effect of altitude gradient on bacterial (A, C) and fungal (B, D) community composition in steppe soil on the northern slope of the Kunlun Mountains. In A, B, 1, 2 and 3 represent different soil layers, which is 0-5, 5-10, and 10-20 cm, respectively. As, alpine steppe; Ds, temperate desert steppe; NMDS, non-metric multidimensional scaling; Ws, temperate typical steppe.
海拔梯度 Altitude gradient | 细菌 Bacteria | 真菌 Fungi | ||||
---|---|---|---|---|---|---|
温性荒漠草原 Ds (2 200-2 600 m) | 温性典型草原 Ws (2 800-3 200 m) | 高寒草原 As (3 400-3 800 m) | 温性荒漠草原 Ds (2 200-2 600 m) | 温性典型草原 Ws (2 800-3 200 m) | 高寒草原 As (3 400-3 800 m) | |
OTUs | 1 290.50 ± 187.00c | 1 614.01 ± 63.81b | 1 943.72 ± 100.30a | 120.17 ± 14.51b | 264.67 ± 91.04b | 632.83 ± 416.39a |
ACE指数 ACE index | 1 301.92 ± 183.32c | 1 648.84 ± 56.51b | 2 005.83 ± 93.50a | 214.86 ± 102.59a | 286.46 ± 92.67a | 675.77 ± 419.56a |
Chao1指数 Chao1 index | 1 303.00 ± 187.16c | 1 641.54 ± 58.84b | 1 990.32 ± 98.93a | 144.10 ± 29.61b | 278.51 ± 93.90ab | 673.64 ± 421.20a |
Simpson指数 Simpson index | 0.996 ± 0.000a | 0.996 ± 0.001a | 0.996 ± 0.001a | 0.98 ± 0.001a | 0.93 ± 0.011ab | 0.84 ± 0.110b |
Shannon-Wiener指数 Shannon-Wiener index | 9.552 ± 0.174a | 9.495 ± 0.082a | 9.477 ± 0.204a | 5.343 ± 1.780a | 5.594 ± 0.256a | 6.130 ± 0.033a |
PD指数 PD index | 126.85 ± 15.41b | 142.62 ± 7.70b | 177.10 ± 4.45a | 30.18 ± 2.71c | 113.75 ± 56.06b | 226.39 ± 36.44a |
Table 4 Effect of the altitude gradient on soil microbial diversity in mountain steppes on the northern slope of the Kunlun Mountains (mean ± SD)
海拔梯度 Altitude gradient | 细菌 Bacteria | 真菌 Fungi | ||||
---|---|---|---|---|---|---|
温性荒漠草原 Ds (2 200-2 600 m) | 温性典型草原 Ws (2 800-3 200 m) | 高寒草原 As (3 400-3 800 m) | 温性荒漠草原 Ds (2 200-2 600 m) | 温性典型草原 Ws (2 800-3 200 m) | 高寒草原 As (3 400-3 800 m) | |
OTUs | 1 290.50 ± 187.00c | 1 614.01 ± 63.81b | 1 943.72 ± 100.30a | 120.17 ± 14.51b | 264.67 ± 91.04b | 632.83 ± 416.39a |
ACE指数 ACE index | 1 301.92 ± 183.32c | 1 648.84 ± 56.51b | 2 005.83 ± 93.50a | 214.86 ± 102.59a | 286.46 ± 92.67a | 675.77 ± 419.56a |
Chao1指数 Chao1 index | 1 303.00 ± 187.16c | 1 641.54 ± 58.84b | 1 990.32 ± 98.93a | 144.10 ± 29.61b | 278.51 ± 93.90ab | 673.64 ± 421.20a |
Simpson指数 Simpson index | 0.996 ± 0.000a | 0.996 ± 0.001a | 0.996 ± 0.001a | 0.98 ± 0.001a | 0.93 ± 0.011ab | 0.84 ± 0.110b |
Shannon-Wiener指数 Shannon-Wiener index | 9.552 ± 0.174a | 9.495 ± 0.082a | 9.477 ± 0.204a | 5.343 ± 1.780a | 5.594 ± 0.256a | 6.130 ± 0.033a |
PD指数 PD index | 126.85 ± 15.41b | 142.62 ± 7.70b | 177.10 ± 4.45a | 30.18 ± 2.71c | 113.75 ± 56.06b | 226.39 ± 36.44a |
Fig. 3 Relationships between environmental factors and the diversity of grassland plants (A), bacteria (B), and fungi (C) on the northern slope of the Kunlun Mountains. AB, aboveground biomass; ACE, ACE index; AK, soil available potassium content; Alt, altitude; AP, soil available phosphorus content; Avt, annual average air temperature; Chao1, Chao1 index; D, Simpson index; D1, Margalef index; E, Pielou index; H', Shannon-Wiener index; OM, soil organic matter content; OTU, number of operational taxonomic units; PD, phylogenetic diversity index; Pre, annual precipitation; S, Patrick index; TDS, total soil salt content; TN, soil total nitrogen content; Wap, water vapor pressure; Wis, wind speed.
Fig. 4 Relationships between plants and bacterial (A, C) and fungal (B, D) diversity in the mountain steppe on the northern slope of the Kunlun Mountains. See Fig. 3 for details of each index. *, p < 0.05; **, p < 0.01.
Fig. 5 Redundancy analysis of environmental and biological factors on steppe plants (A), bacterial (B) and fungal (C) communities on the northern slope of the Kunlun Mountains. AB, aboveground biomass; ACE, ACE index; AK, soil available potassium content; Alt, altitude; AP, soil available phosphorus content; Avt, mean annual air temperature; Chao1, Chao1 index; E, Pielou index; D, Simpson index; D1, Margalef index; H', Shannon-Wiener index; OM, soil organic matter content; OTU, number of operational taxonomic units; PD, phylogenetic diversity index; Pre, mean annual precipitation; S, species richness (Patrick index); TDS, soil total salt content; TN, soil total nitrogen content; Wap, water vapor pressure; Wis, wind speed.
Fig. 6 Relative contribution of environmental factors on plant (A), bacteria (B) and fungi (C) diversity with variance decomposition analysis in north slope of the Kunlun Mountains.
Fig. 7 Relative importance of environmental factors on steppe plants (A), bacterial (B) and fungal (C) diversity using random forest analysis on the northern slope of the Kunlun Mountains. AK, soil available potassium content; Alt, altitude; AP, soil available phosphorus content; Avt, mean annual air temperature; Pre, mean annual precipitation; OM, soil organic matter content; pH, soil pH; TDS, soil total salt content; TN, soil total nitrogen content; Wap, water vapor pressure; Wis, wind speed.
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