生态环境学报 ›› 2026, Vol. 35 ›› Issue (9): 1469-1482.DOI: 10.16258/j.cnki.1674-5906.2026.09.013
收稿日期:2025-11-27
修回日期:2026-05-17
接受日期:2026-07-29
出版日期:2026-09-18
发布日期:2026-09-16
通讯作者:
张超, E-mail: 作者简介:刘颖志(2002年生),男,硕士研究生,研究方向为重金属土壤修复。E-mail: 1764248082@qq.com
基金资助:
LIU Yingzhi(
), ZHANG Chao*(
), LI Yin, HE Feng, GUO Junkang
Received:2025-11-27
Revised:2026-05-17
Accepted:2026-07-29
Online:2026-09-18
Published:2026-09-16
摘要:
【目的】探究陕西省洛南县某矿山废弃地土壤的植物修复潜力,筛选出土壤改良与重金属修复潜力较高的先锋植物,为矿山生态恢复提供科学依据。【方法】以陕西省洛南县某矿山废弃地为研究区,采集17种土著先锋植物及其根际土壤样品,分析土壤理化性质、酶活性差异以及对重金属的富集能力,并联合随机森林分析与Mantel检验揭示影响重金属有效性的关键环境因子。【结果】所有植物根际土壤pH均呈弱碱性(7-8)且低于裸地,土壤养分与酶活性较裸地显著提升。败酱(Patrinia scabiosifolia)根际土壤有机碳(TOC,19.25 g·kg−1)和蔗糖酶活性(3.83 mg·g−1·h−1)最高;早开堇菜(Viola prionantha)根际土壤全氮(TN,6.11 g·kg−1)、有效氮(AN,6.32 mg·kg−1)及脲酶活性(1.47 mg·g−1·h−1)也处于较高水平。矿山土壤中Pb、Zn、Mo、Cr、Ni、As含量均高于陕西省背景值,其中Pb、Zn和Mo污染较严重。不同植物对重金属富集特征差异明显,唐松(Thalictrum aquilegiifolium var. Sibiricum)与早开堇菜对6种重金属的整体富集能力较强。随机森林分析结果显示,pH对Pb和Mo的有效性起主导作用;TN显著影响Pb、Zn、Mo、Ni、As的有效性。Mantel检验表明,土壤TOC与TN(p≤0.001)、蔗糖酶活性(p≤0.05)呈显著正相关;脲酶与TN呈正相关(p≤0.05);土壤有效态重金属与植物地上部重金属积累整体呈正相关。【结论】早开堇菜与败酱在协同提升矿山土壤养分水平与植物富集重金属方面优势明显,可作为研究区矿山生态修复的优先推荐物种。
中图分类号:
刘颖志, 张超, 李茵, 贺峰, 郭军康. 金属矿山废弃地不同先锋植物根际土壤理化性质、酶活性及植物重金属积累特征[J]. 生态环境学报, 2026, 35(9): 1469-1482.
LIU Yingzhi, ZHANG Chao, LI Yin, HE Feng, GUO Junkang. Differences in Rhizosphere Soil Microenvironments and Heavy-Metal Accumulation Characteristics Among Pioneer Plants at Abandoned Metal Mine Sites[J]. Ecology and Environmental Sciences, 2026, 35(9): 1469-1482.
| 植物种类 | pH | w(TOC)/(g·kg−1) | w(TN)/(g·kg−1) | w(TP)/(g·kg−1) | w(TK)/(g·kg−1) | w(AN)/(mg·kg−1) | w(AP)/(mg·kg−1) | w(AK)/(mg·kg−1) |
|---|---|---|---|---|---|---|---|---|
| 野棉花 A. vitifolia | 7.52±0.01fg | 7.04±0.02e | 2.08±0.21fgh | 0.75±0.01d | 4.75±0.02g | 5.53±0.13cde | 12.39±0.57fg | 69.6±2.78c |
| 莓叶委陵菜 P. fragarioides | 7.00±0.12i | 4.93±0.05fgh | 3.56±0.30cde | 0.17±0.00f | 14.21±2.27a | 3.41±0.62g | 12.28±0.08fg | 94.44±0.99a |
| 菲黄竹 P. viridistriatus | 7.71±0.06e | 4.50±0.03hi | 1.60±0.11gh | 0.46±0.01def | 10.56±1.58bc | 5.19±0.43def | 14.34±0.73cd | 50.28±0.01f |
| 芒草 M. sinensis | 8.31±0.01bcd | 4.26±0.11ij | 2.06±0.16fgh | 0.65±0.14de | 12.03±1.80abc | 5.50±1.16cde | 12.28±0.08fg | 53.22±0.04f |
| 艾蒿 A. argyi | 7.45±0.06g | 4.90±0.20gh | 2.63±1.16efg | 0.74±0.00d | 7.00±2.16bfg | 4.81±0.16defg | 17.44±0.57a | 75.12±0.28b |
| 委陵菜 P. chinensis | 7.71±0.01e | 7.03±0.13e | 4.30±0.22bc | 0.37±0.00ef | 7.82±0.67def | 10.64±0.05efg | 11.99±0.16g | 59.04±0.06e |
| 败酱 P. scabiosifolia | 8.17±0.01d | 19.25±0.64a | 6.58±1.26a | 2.60±0.07a | 9.58±0.96cdef | 7.35±1.52ab | 14.69±0.24bc | 67.34±0.28cd |
| 倒提壶 C. amabile | 7.39±0.05g | 6.65±0.24e | 3.75±0.18cd | 0.56±0.02de | 9.83±0.18cdef | 4.77±0.16defg | 12.62±0.08efg | 65.07±2.06d |
| 甘菊 C. lavandulifolium | 7.52±0.11fg | 5.28±0.43fg | 2.85±0.13def | 0.65±0.01de | 12.86±0.97ab | 4.25±0.23defg | 12.97±0.57efg | 69.87±1.80c |
| 早开堇菜 V. prionantha | 7.40±0.06g | 12.42±0.36b | 6.11±0.56a | 0.46±0.13def | 7.35±0.68efg | 6.32±0.97cde | 13.83±0.16cd | 75.70±4.40b |
| 香青 A. sinica | 8.51±0.01a | 3.89±0.04jk | 1.60±0.53gh | 0.55±0.00de | 7.65±0.13def | 3.42±0.24g | 12.51±0.08efg | 45.28±0.56g |
| 唐松 T. aquilegiifolium var. Sibiricum | 7.63±0.10ef | 8.54±0.13d | 4.88±0.23b | 0.46±0.13def | 10.1±0.13bcde | 5.14±0.48de | 12.45±0.49fg | 64.50±0.08d |
| 紫菀 A. tataricus | 7.21±0.13h | 3.97±0.01j | 2.58±0.08efg | 0.65±0.13de | 11.83±0.28abc | 5.54±0.28cd | 12.62±0.41efg | 44.21±0.29g |
| 白莲蒿 A. sacrorum | 8.39±0.03abc | 5.43±0.03f | 2.64±0.01ef | 1.63±0.38b | 7.95±0.79def | 5.68±0.02fg | 13.54±0.08def | 39.77±0.16h |
| 绒背蓟 C. vlassovianum | 8.31±0.06bcd | 3.43±0.16k | 2.14±0.05f | 0.46±0.14def | 10.1±1.04cde | 9.50±0.52a | 13.54±0.08def | 43.43±2.58g |
| 毛莲草 C. divaricatum | 8.25±0.06cd | 10.46±0.18c | 3.28±0.29cde | 1.13±0.06c | 8.26±0.54def | 9.38±0.31bcd | 15.89±0.81b | 57.40±0.26e |
| 石竹 D. chinensis | 8.52±0.01a | 4.65±0.14hi | 2.59±0.10efg | 0.65±0.13de | 9.24±2.30cdef | 7.73±1.48abc | 14.92±1.70bc | 52.17±2.92f |
| 裸地 | 8.44±0.04ab | 1.81±0.00l | 1.22±0.11h | 0.46±0.13def | 8.01±1.00def | 3.40±0.18g | 12.39±0.24fg | 27.53±0.38i |
表1 植物根际土壤的理化性质
Table 1 Physicochemical properties of rhizosphere soil
| 植物种类 | pH | w(TOC)/(g·kg−1) | w(TN)/(g·kg−1) | w(TP)/(g·kg−1) | w(TK)/(g·kg−1) | w(AN)/(mg·kg−1) | w(AP)/(mg·kg−1) | w(AK)/(mg·kg−1) |
|---|---|---|---|---|---|---|---|---|
| 野棉花 A. vitifolia | 7.52±0.01fg | 7.04±0.02e | 2.08±0.21fgh | 0.75±0.01d | 4.75±0.02g | 5.53±0.13cde | 12.39±0.57fg | 69.6±2.78c |
| 莓叶委陵菜 P. fragarioides | 7.00±0.12i | 4.93±0.05fgh | 3.56±0.30cde | 0.17±0.00f | 14.21±2.27a | 3.41±0.62g | 12.28±0.08fg | 94.44±0.99a |
| 菲黄竹 P. viridistriatus | 7.71±0.06e | 4.50±0.03hi | 1.60±0.11gh | 0.46±0.01def | 10.56±1.58bc | 5.19±0.43def | 14.34±0.73cd | 50.28±0.01f |
| 芒草 M. sinensis | 8.31±0.01bcd | 4.26±0.11ij | 2.06±0.16fgh | 0.65±0.14de | 12.03±1.80abc | 5.50±1.16cde | 12.28±0.08fg | 53.22±0.04f |
| 艾蒿 A. argyi | 7.45±0.06g | 4.90±0.20gh | 2.63±1.16efg | 0.74±0.00d | 7.00±2.16bfg | 4.81±0.16defg | 17.44±0.57a | 75.12±0.28b |
| 委陵菜 P. chinensis | 7.71±0.01e | 7.03±0.13e | 4.30±0.22bc | 0.37±0.00ef | 7.82±0.67def | 10.64±0.05efg | 11.99±0.16g | 59.04±0.06e |
| 败酱 P. scabiosifolia | 8.17±0.01d | 19.25±0.64a | 6.58±1.26a | 2.60±0.07a | 9.58±0.96cdef | 7.35±1.52ab | 14.69±0.24bc | 67.34±0.28cd |
| 倒提壶 C. amabile | 7.39±0.05g | 6.65±0.24e | 3.75±0.18cd | 0.56±0.02de | 9.83±0.18cdef | 4.77±0.16defg | 12.62±0.08efg | 65.07±2.06d |
| 甘菊 C. lavandulifolium | 7.52±0.11fg | 5.28±0.43fg | 2.85±0.13def | 0.65±0.01de | 12.86±0.97ab | 4.25±0.23defg | 12.97±0.57efg | 69.87±1.80c |
| 早开堇菜 V. prionantha | 7.40±0.06g | 12.42±0.36b | 6.11±0.56a | 0.46±0.13def | 7.35±0.68efg | 6.32±0.97cde | 13.83±0.16cd | 75.70±4.40b |
| 香青 A. sinica | 8.51±0.01a | 3.89±0.04jk | 1.60±0.53gh | 0.55±0.00de | 7.65±0.13def | 3.42±0.24g | 12.51±0.08efg | 45.28±0.56g |
| 唐松 T. aquilegiifolium var. Sibiricum | 7.63±0.10ef | 8.54±0.13d | 4.88±0.23b | 0.46±0.13def | 10.1±0.13bcde | 5.14±0.48de | 12.45±0.49fg | 64.50±0.08d |
| 紫菀 A. tataricus | 7.21±0.13h | 3.97±0.01j | 2.58±0.08efg | 0.65±0.13de | 11.83±0.28abc | 5.54±0.28cd | 12.62±0.41efg | 44.21±0.29g |
| 白莲蒿 A. sacrorum | 8.39±0.03abc | 5.43±0.03f | 2.64±0.01ef | 1.63±0.38b | 7.95±0.79def | 5.68±0.02fg | 13.54±0.08def | 39.77±0.16h |
| 绒背蓟 C. vlassovianum | 8.31±0.06bcd | 3.43±0.16k | 2.14±0.05f | 0.46±0.14def | 10.1±1.04cde | 9.50±0.52a | 13.54±0.08def | 43.43±2.58g |
| 毛莲草 C. divaricatum | 8.25±0.06cd | 10.46±0.18c | 3.28±0.29cde | 1.13±0.06c | 8.26±0.54def | 9.38±0.31bcd | 15.89±0.81b | 57.40±0.26e |
| 石竹 D. chinensis | 8.52±0.01a | 4.65±0.14hi | 2.59±0.10efg | 0.65±0.13de | 9.24±2.30cdef | 7.73±1.48abc | 14.92±1.70bc | 52.17±2.92f |
| 裸地 | 8.44±0.04ab | 1.81±0.00l | 1.22±0.11h | 0.46±0.13def | 8.01±1.00def | 3.40±0.18g | 12.39±0.24fg | 27.53±0.38i |
| 植物种类 | w(Pb)/(mg·kg−1) | w(Zn)/(mg·kg−1) | w(Mo)/(mg·kg−1) | w(Cr)/(mg·kg−1) | w(Ni)/(mg·kg−1) | w(As)/(mg·kg−1) | |
|---|---|---|---|---|---|---|---|
| 野棉花 A. vitifolia | 全量 | 4598.33±395.06b | 944.47±41.23cde | 1056.03±27.56de | 36.81±6.93cd | 15.77±3.07efg | 23.09±2.11ab |
| 有效态 | 521.99±6.72D | 47.77±1.10D | 67.37±0.74E | 0.08±0.0GH | 0.21±0.01L | 0.45±0.02GH | |
| 莓叶委陵菜 P. fragarioides | 全量 | 792.98±68.31i | 552.92±20.33i | 80.17±52.23j | 77.98±10.01a | 24.33±4.11cdef | 18.12±1.77ab |
| 有效态 | 134.51±1.55L | 18.43±0.55L | 12.57±0.14L | 0.05±0.01HI | 0.23±0.02L | 0.48±0.04G | |
| 菲黄竹 P. viridistriatus | 全量 | 3232.65±9.28ef | 885.37±2.67def | 835.98±8.21efg | 54.07±2.68abc | 21.39±1.25cdefg | 23.88±4.83ab |
| 有效态 | 453.95±0.86FG | 101.24±0.68A | 76.40±0.14D | 0.07±0.01GH | 0.86±0.0JK | 0.73±0.05F | |
| 芒草 M. sinensis | 全量 | 3568.01±343.53de | 1089.79±9.27b | 637.13±187.9gh | 67.35±2.05ab | 19.52±3.83cdefg | 21.15±1.19ab |
| 有效态 | 617.31±8.64A | 61.70±0.07B | 56.04±0.04G | 0.31±0.03A | 1.31±0.06I | 0.99±0.04DE | |
| 艾蒿 A. argyi | 全量 | 4630.90±894.95b | 790.68±170.34fg | 1035.9±166.3de | 40.22±9.94cd | 20.22±5.35cdefg | 24.82±0.11a |
| 有效态 | 548.50±2.16C | 24.34±0.14K | 67.78±1.11E | 0.13±0.02CD | 3.77±0.18CE | 1.06±0.04BCD | |
| 委陵菜 P. chinensis | 全量 | 5404.90±23.11a | 718.22±27.57gh | 1612.32±64.9a | 57.4±12.37abc | 10.6±5.04g | 19.29±8.18ab |
| 有效态 | 437.22±2.84GH | 32.69±0.09GH | 66.32±0.65E | 0.10±0.0DEG | 3.36±0.12D | 0.99±0.08DE | |
| 败酱 P. scabiosifolia | 全量 | 4506.05±191.33bc | 897.28±1.03def | 1339.68±118.74bc | 55.53±5.21abc | 12.91±6.36fg | 16.73±4.2bc |
| 有效态 | 345.02±2.64J | 41.29±0.42E | 50.56±0.66H | 0.14±0.01C | 4.33±0.27B | 1.14±0.01AB | |
| 倒提壶 C. amabile | 全量 | 3739.3±0.07de | 881.95±5.98def | 645.72±10.43gh | 24.84±29.27d | 15.76±11.72efg | 16.15±4.39bc |
| 有效态 | 420.16±11.62H | 36.24±2.77F | 45.23±0.63I | 0.14±0.01BC | 5.18±0.06A | 1.07±0.06ABCD | |
| 甘菊 C. lavandulifolium | 全量 | 1798.52±127.99h | 652.73±87.85hi | 266.14±14.06ij | 58.77±6.46abc | 14.67±0.47fg | 19.96±6.09ab |
| 有效态 | 434.15±10.62GH | 33.73±0.74G | 41.87±0.65J | 0.15±0.01BC | 5.28±0.15A | 1.04±0.04CD | |
| 早开堇菜 V. prionantha | 全量 | 3849.15±314.97cde | 984.96±31.13bcde | 1004.4±133.39de | 43.45±6.32bcd | 30.80±4.51c | 6.84±0.73d |
| 有效态 | 463.83±1.02F | 31.47±0.46GHI | 40.59±1.42J | 0.12±0.02CDE | 3.84±0.29C | 1.15±0.02A | |
| 香青 A. sinica | 全量 | 3553.14±233.75de | 1044.01±28.58bc | 984.73±146.59def | 50.23±4.06bc | 28.52±1.75cde | 10.04±0.96cd |
| 有效态 | 529.94±9.95CD | 40.64±0.90E | 79.69±2.21C | 0.18±0.02B | 3.52±0.09DE | 1.04±0.03CD | |
| 唐松 T. aquilegiifolium var. Sibiricum | 全量 | 2672.9±47.94fg | 862.63±5.79ef | 425.35±9.18hi | 36.87±6.84cd | 17.27±0.42defg | 3.98±3.38d |
| 有效态 | 449.79±8.14FG | 29.75±0.44IJ | 43.78±1.76IJ | 0.15±0.01BC | 2.23±0.29G | 1.11±0.02ABC | |
| 紫苑 A. tataricus | 全量 | 2021.8±71.56gh | 903.54±46.48def | 402.2±31.28i | 77.55±11.65a | 19.84±4.6cdefg | 7.79±0.68d |
| 有效态 | 253.05±0.78K | 17.25±0.12L | 26.32±0K | 0.15±0BC | 3.06±0.04F | 0.92±0.02E | |
| 白莲蒿 A. sacrorum | 全量 | 3572.06±290.36de | 1011.29±8.07bcd | 749.7±104.84fg | 54.78±3.32abc | 29.20±1.82cd | 6.67±0.37d |
| 有效态 | 492.44±3.88E | 31.73±0.05GHI | 61.76±0.36F | 0.13±0.03C | 1.78±0.01H | 0.50±0.05G | |
| 绒背蓟 C. vlassovianum | 全量 | 3826.63±66.41cde | 925.63±17.89cde | 1150.28±52.99cd | 67.51±0.77ab | 44.97±14.45b | 8.50±2.60d |
| 有效态 | 380.89±26.78I | 30.80±2.56HIJ | 67.48±4.59E | 0.09±0EG | 0.27±0.06L | 1.04±0.01CD | |
| 毛莲草 C. divaricatum | 全量 | 3180.33±2.73ef | 970.07±73.15bcde | 851.76±19.79efg | 40.76±9.11cd | 46.95±0.36b | 8.64±0.61d |
| 有效态 | 434.38±2.33GH | 29.42±0IJ | 55.32±0.26G | 0.05±0HI | 0.57±0.01K | 0.40±0H | |
| 石竹 D. chinensis | 全量 | 4048.46±185.46bcd | 971.64±50.87bcde | 1044.68±73.03de | 56.93±11.98abc | 53.42±3.12ab | 7.33±1.25d |
| 有效态 | 532.95±15.93CD | 29.04±0.90J | 95.32±2.08B | 0.06±0HI | 1.10±0.13IJ | 0.43±0.02GH | |
| 裸地 | 全量 | 4566.98±578.14b | 1388.28±50.24a | 1497.62±220.72ab | 54.93±3.50abc | 64.89±2.47a | 6.67±2.33d |
| 有效态 | 586.98±5.54B | 55.91±0.49C | 123.67±0A | 0.03±0I | 0.17±0.03L | 0.22±0I | |
表2 不同植物根际土壤重金属全量与有效态重金属质量分数
Table 2 Heavy metal content and effective state content in rhizosphere soil of plants
| 植物种类 | w(Pb)/(mg·kg−1) | w(Zn)/(mg·kg−1) | w(Mo)/(mg·kg−1) | w(Cr)/(mg·kg−1) | w(Ni)/(mg·kg−1) | w(As)/(mg·kg−1) | |
|---|---|---|---|---|---|---|---|
| 野棉花 A. vitifolia | 全量 | 4598.33±395.06b | 944.47±41.23cde | 1056.03±27.56de | 36.81±6.93cd | 15.77±3.07efg | 23.09±2.11ab |
| 有效态 | 521.99±6.72D | 47.77±1.10D | 67.37±0.74E | 0.08±0.0GH | 0.21±0.01L | 0.45±0.02GH | |
| 莓叶委陵菜 P. fragarioides | 全量 | 792.98±68.31i | 552.92±20.33i | 80.17±52.23j | 77.98±10.01a | 24.33±4.11cdef | 18.12±1.77ab |
| 有效态 | 134.51±1.55L | 18.43±0.55L | 12.57±0.14L | 0.05±0.01HI | 0.23±0.02L | 0.48±0.04G | |
| 菲黄竹 P. viridistriatus | 全量 | 3232.65±9.28ef | 885.37±2.67def | 835.98±8.21efg | 54.07±2.68abc | 21.39±1.25cdefg | 23.88±4.83ab |
| 有效态 | 453.95±0.86FG | 101.24±0.68A | 76.40±0.14D | 0.07±0.01GH | 0.86±0.0JK | 0.73±0.05F | |
| 芒草 M. sinensis | 全量 | 3568.01±343.53de | 1089.79±9.27b | 637.13±187.9gh | 67.35±2.05ab | 19.52±3.83cdefg | 21.15±1.19ab |
| 有效态 | 617.31±8.64A | 61.70±0.07B | 56.04±0.04G | 0.31±0.03A | 1.31±0.06I | 0.99±0.04DE | |
| 艾蒿 A. argyi | 全量 | 4630.90±894.95b | 790.68±170.34fg | 1035.9±166.3de | 40.22±9.94cd | 20.22±5.35cdefg | 24.82±0.11a |
| 有效态 | 548.50±2.16C | 24.34±0.14K | 67.78±1.11E | 0.13±0.02CD | 3.77±0.18CE | 1.06±0.04BCD | |
| 委陵菜 P. chinensis | 全量 | 5404.90±23.11a | 718.22±27.57gh | 1612.32±64.9a | 57.4±12.37abc | 10.6±5.04g | 19.29±8.18ab |
| 有效态 | 437.22±2.84GH | 32.69±0.09GH | 66.32±0.65E | 0.10±0.0DEG | 3.36±0.12D | 0.99±0.08DE | |
| 败酱 P. scabiosifolia | 全量 | 4506.05±191.33bc | 897.28±1.03def | 1339.68±118.74bc | 55.53±5.21abc | 12.91±6.36fg | 16.73±4.2bc |
| 有效态 | 345.02±2.64J | 41.29±0.42E | 50.56±0.66H | 0.14±0.01C | 4.33±0.27B | 1.14±0.01AB | |
| 倒提壶 C. amabile | 全量 | 3739.3±0.07de | 881.95±5.98def | 645.72±10.43gh | 24.84±29.27d | 15.76±11.72efg | 16.15±4.39bc |
| 有效态 | 420.16±11.62H | 36.24±2.77F | 45.23±0.63I | 0.14±0.01BC | 5.18±0.06A | 1.07±0.06ABCD | |
| 甘菊 C. lavandulifolium | 全量 | 1798.52±127.99h | 652.73±87.85hi | 266.14±14.06ij | 58.77±6.46abc | 14.67±0.47fg | 19.96±6.09ab |
| 有效态 | 434.15±10.62GH | 33.73±0.74G | 41.87±0.65J | 0.15±0.01BC | 5.28±0.15A | 1.04±0.04CD | |
| 早开堇菜 V. prionantha | 全量 | 3849.15±314.97cde | 984.96±31.13bcde | 1004.4±133.39de | 43.45±6.32bcd | 30.80±4.51c | 6.84±0.73d |
| 有效态 | 463.83±1.02F | 31.47±0.46GHI | 40.59±1.42J | 0.12±0.02CDE | 3.84±0.29C | 1.15±0.02A | |
| 香青 A. sinica | 全量 | 3553.14±233.75de | 1044.01±28.58bc | 984.73±146.59def | 50.23±4.06bc | 28.52±1.75cde | 10.04±0.96cd |
| 有效态 | 529.94±9.95CD | 40.64±0.90E | 79.69±2.21C | 0.18±0.02B | 3.52±0.09DE | 1.04±0.03CD | |
| 唐松 T. aquilegiifolium var. Sibiricum | 全量 | 2672.9±47.94fg | 862.63±5.79ef | 425.35±9.18hi | 36.87±6.84cd | 17.27±0.42defg | 3.98±3.38d |
| 有效态 | 449.79±8.14FG | 29.75±0.44IJ | 43.78±1.76IJ | 0.15±0.01BC | 2.23±0.29G | 1.11±0.02ABC | |
| 紫苑 A. tataricus | 全量 | 2021.8±71.56gh | 903.54±46.48def | 402.2±31.28i | 77.55±11.65a | 19.84±4.6cdefg | 7.79±0.68d |
| 有效态 | 253.05±0.78K | 17.25±0.12L | 26.32±0K | 0.15±0BC | 3.06±0.04F | 0.92±0.02E | |
| 白莲蒿 A. sacrorum | 全量 | 3572.06±290.36de | 1011.29±8.07bcd | 749.7±104.84fg | 54.78±3.32abc | 29.20±1.82cd | 6.67±0.37d |
| 有效态 | 492.44±3.88E | 31.73±0.05GHI | 61.76±0.36F | 0.13±0.03C | 1.78±0.01H | 0.50±0.05G | |
| 绒背蓟 C. vlassovianum | 全量 | 3826.63±66.41cde | 925.63±17.89cde | 1150.28±52.99cd | 67.51±0.77ab | 44.97±14.45b | 8.50±2.60d |
| 有效态 | 380.89±26.78I | 30.80±2.56HIJ | 67.48±4.59E | 0.09±0EG | 0.27±0.06L | 1.04±0.01CD | |
| 毛莲草 C. divaricatum | 全量 | 3180.33±2.73ef | 970.07±73.15bcde | 851.76±19.79efg | 40.76±9.11cd | 46.95±0.36b | 8.64±0.61d |
| 有效态 | 434.38±2.33GH | 29.42±0IJ | 55.32±0.26G | 0.05±0HI | 0.57±0.01K | 0.40±0H | |
| 石竹 D. chinensis | 全量 | 4048.46±185.46bcd | 971.64±50.87bcde | 1044.68±73.03de | 56.93±11.98abc | 53.42±3.12ab | 7.33±1.25d |
| 有效态 | 532.95±15.93CD | 29.04±0.90J | 95.32±2.08B | 0.06±0HI | 1.10±0.13IJ | 0.43±0.02GH | |
| 裸地 | 全量 | 4566.98±578.14b | 1388.28±50.24a | 1497.62±220.72ab | 54.93±3.50abc | 64.89±2.47a | 6.67±2.33d |
| 有效态 | 586.98±5.54B | 55.91±0.49C | 123.67±0A | 0.03±0I | 0.17±0.03L | 0.22±0I | |
| 植物种类 | 部位 | w(Zn)/(mg·kg−1) | w(Pb)/(mg·kg−1) | w(Ni)/(mg·kg−1) | w(Mo)/(mg·kg−1) | w(Cr)/(mg·kg−1) | w(As)/(mg·kg−1) |
|---|---|---|---|---|---|---|---|
| 野棉花 A. vitifolia | 地上 | 105.89±11.49ef | 94.59±5.46bc | 8.06±2.95bc | 57.91±1.06bcde | 15.38±2.78bc | 1.87±0.89ab |
| 地下 | 27.80±2.40D | 54.82±7.81G | 21.95±4.77BC | 15.78±0.70E | 26.12±4.51CDEF | 6.42±1.80AB | |
| 莓叶委陵菜 P. fragarioides | 地上 | 81.19±5.64g | 10.80±1.11c | 4.48±0.40cd | 14.67±1.83e | 15.68±3.73bc | 0.67±0.00b |
| 地下 | 83.04±1.43D | 78.95±7.32FG | 17.78±7.45BCD | 9.17±7.13E | 20.20±1.38EF | 2.74±2.37DE | |
| 菲黄竹 P. viridistriatus | 地上 | 210.49±7.62b | 240.26±5.38bc | 12.44±2.05ad | 96.32±6.68bc | 23.30±1.08a | 1.07±0.21b |
| 地下 | 450.36±2.26AB | 1049.49±4.49AB | 24.05±0.48BC | 193.60±12.74AB | 37.61±1.6ABC | 6.76±1.08A | |
| 芒草 M. sinensis | 地上 | 151.25±14.96cd | 425.30±4.61b | 6.62±0.53bcd | 62.99±4.88bcde | 17.97±1.94ab | 1.37±0.90ab |
| 地下 | 360.34±1.95BC | 849.28±7.04BC | 20.48±1.82BC | 172.12±2.55BC | 34.89±2.75BCD | 5.80±1.47ABC | |
| 艾蒿 A. argyi | 地上 | 163.07±23.19c | 98.70±14.25bc | 9.73±1.26ab | 118.88±4.03b | 18.42±6.36ab | 1.21±0.00b |
| 地下 | 102.70±3.60D | 516.78±3.90CDE | 23.08±0.08BC | 88.63±2.38CDE | 24.16±1.92CDEF | 3.66±0.24BCDE | |
| 委陵菜 P. chinensis | 地上 | 147.09±12.55cd | 72.29±6.33c | 6.82±0.09bcd | 73.36±13.25bcd | 13.31±1.02bc | 1.44±0.42ab |
| 地下 | 123.42±2.98D | 163.54±10.79DE | 18.08±1.37BCD | 79.07±4.74DE | 22.38±0.47DEF | 1.52±0.30DE | |
| 败酱 P. scabiosifolia | 地上 | 161.94±2.41c | 60.69±6.73c | 5.74±0.46cd | 57.45±1.54bcde | 12.87±1.99bc | 1.80±0.89ab |
| 地下 | 184.73±3.18CD | 355.40±10.80DE | 15.44±2.50BCDE | 125.83±3.12BCD | 24.12±2.65CDEF | 2.17±0.62DE | |
| 倒提壶 C. amabile | 地上 | 163.88±13.25c | 226.70±7.08bc | 6.53±1.50bcd | 43.38±4.10bcde | 15.79±0.40bc | 1.67±0.90ab |
| 地下 | 97.31±17.65D | 167.18±28.48DE | 15.09±0.58CDE | 34.55±3.73E | 28.54±2.25BCDE | 1.85±0.57DE | |
| 甘菊 C. lavandulifolium | 地上 | 123.96±9.27de | 78.91±6.86bc | 5.28±0.03cd | 15.95±3.02de | 13.89±2.28bc | 1.07±0.24b |
| 地下 | 224.40±7.45CD | 563.23±11.08CD | 17.81±1.20BCD | 136.27±23.94BC | 36.93±7.84BC | 3.21±1.96CDE | |
| 早开堇菜 V. prionantha | 地上 | 437.68±1.45a | 780.71±4.41a | 9.81±2.14ab | 266.54±1.98a | 22.94±4.23a | 2.95±0.38a |
| 地下 | 344.02±1.51BC | 576.65±2.93CD | 20.38±4.45BC | 200.11±9.44AB | 26.17±4.49CDEF | 1.96±0.11DE | |
| 香青 A. sinica | 地上 | 146.9±2.41cd | 173.89±57.97bc | 4.62±1.42cd | 93.41±3.21bcd | 13.13±2.93bc | 1.28±0.20b |
| 地下 | 39.58±1.08D | 117.66±4.45EFG | 8.62±2.11DE | 46.6±6.35DE | 13.99±4.07F | 1.57±0.74DE | |
| 唐松 T. aquilegiifolium var. Sibiricum | 地上 | 107.18±4.42efg | 108.73±9.46bc | 3.75±0.36d | 40.37±4.72cde | 13.41±1.49bc | 0.49±0.30b |
| 地下 | 549.72±0.51A | 1249.64±9.67A | 25.18±2.78AB | 265.15±8.41A | 50.55±0.62A | 4.19±0.68ABCD | |
| 紫苑 A. tataricus | 地上 | 115.15±7.97ef | 16.23±1.16c | 2.97±0.60d | 8.66±0.65e | 10.70±0.60c | 0.31±0.10b |
| 地下 | 333.00±2.37BC | 482.78±7.72CDE | 15.20±5.21CDE | 67.89±4.18DE | 40.62±1.79AB | 2.30±0.39DE | |
| 白莲蒿 A. sacrorum | 地上 | 129.25±2.27de | 33.82±2.04c | 4.00±1.71d | 19.20±0.53cde | 12.16±2.70bc | 0.35±0.02b |
| 地下 | 115.58±2.05D | 312.56±33.33DE | 9.22±0.42DE | 97.53±8.24CDE | 16.87±1.67EF | 1.33±0.09DE | |
| 绒背蓟 C. vlassovianum | 地上 | 91.50±5.96fg | 27.62±1.32c | 3.01±0.12d | 26.13±2.56cde | 17.55±3.26ab | 0.65±0.32b |
| 地下 | 55.84±9.43D | 59.53±11.08G | 7.10±0.65E | 88.47±4.24cdE | 14.98±0.34EF | 0.90±0.75E | |
| 毛莲草 C. divaricatum | 地上 | 104.31±4.4efg | 38.94±5.18c | 3.87±1.35d | 51.13±3.21bcde | 10.93±0.23c | 0.56±0.36b |
| 地下 | 218.04±9.10CD | 550.91±12.62CD | 10.14±3.63DE | 189.32±8.09AB | 19.99±2.14EF | 2.35±0.80D | |
| 石竹 D. chinensis | 地上 | 84.71±6.35g | 42.08±6.39c | 3.95±1.11d | 20.09±3.83cde | 10.45±1.03c | 0.81±0.00b |
| 地下 | 209.06±1.92CD | 209.29±8.37DE | 33.56±1.46A | 33.56±1.46E | 14.99±1.39EF | 1.08±0.08E |
表3 不同先锋植物对重金属的积累量
Table 3 Heavy metal content of pioneer plants
| 植物种类 | 部位 | w(Zn)/(mg·kg−1) | w(Pb)/(mg·kg−1) | w(Ni)/(mg·kg−1) | w(Mo)/(mg·kg−1) | w(Cr)/(mg·kg−1) | w(As)/(mg·kg−1) |
|---|---|---|---|---|---|---|---|
| 野棉花 A. vitifolia | 地上 | 105.89±11.49ef | 94.59±5.46bc | 8.06±2.95bc | 57.91±1.06bcde | 15.38±2.78bc | 1.87±0.89ab |
| 地下 | 27.80±2.40D | 54.82±7.81G | 21.95±4.77BC | 15.78±0.70E | 26.12±4.51CDEF | 6.42±1.80AB | |
| 莓叶委陵菜 P. fragarioides | 地上 | 81.19±5.64g | 10.80±1.11c | 4.48±0.40cd | 14.67±1.83e | 15.68±3.73bc | 0.67±0.00b |
| 地下 | 83.04±1.43D | 78.95±7.32FG | 17.78±7.45BCD | 9.17±7.13E | 20.20±1.38EF | 2.74±2.37DE | |
| 菲黄竹 P. viridistriatus | 地上 | 210.49±7.62b | 240.26±5.38bc | 12.44±2.05ad | 96.32±6.68bc | 23.30±1.08a | 1.07±0.21b |
| 地下 | 450.36±2.26AB | 1049.49±4.49AB | 24.05±0.48BC | 193.60±12.74AB | 37.61±1.6ABC | 6.76±1.08A | |
| 芒草 M. sinensis | 地上 | 151.25±14.96cd | 425.30±4.61b | 6.62±0.53bcd | 62.99±4.88bcde | 17.97±1.94ab | 1.37±0.90ab |
| 地下 | 360.34±1.95BC | 849.28±7.04BC | 20.48±1.82BC | 172.12±2.55BC | 34.89±2.75BCD | 5.80±1.47ABC | |
| 艾蒿 A. argyi | 地上 | 163.07±23.19c | 98.70±14.25bc | 9.73±1.26ab | 118.88±4.03b | 18.42±6.36ab | 1.21±0.00b |
| 地下 | 102.70±3.60D | 516.78±3.90CDE | 23.08±0.08BC | 88.63±2.38CDE | 24.16±1.92CDEF | 3.66±0.24BCDE | |
| 委陵菜 P. chinensis | 地上 | 147.09±12.55cd | 72.29±6.33c | 6.82±0.09bcd | 73.36±13.25bcd | 13.31±1.02bc | 1.44±0.42ab |
| 地下 | 123.42±2.98D | 163.54±10.79DE | 18.08±1.37BCD | 79.07±4.74DE | 22.38±0.47DEF | 1.52±0.30DE | |
| 败酱 P. scabiosifolia | 地上 | 161.94±2.41c | 60.69±6.73c | 5.74±0.46cd | 57.45±1.54bcde | 12.87±1.99bc | 1.80±0.89ab |
| 地下 | 184.73±3.18CD | 355.40±10.80DE | 15.44±2.50BCDE | 125.83±3.12BCD | 24.12±2.65CDEF | 2.17±0.62DE | |
| 倒提壶 C. amabile | 地上 | 163.88±13.25c | 226.70±7.08bc | 6.53±1.50bcd | 43.38±4.10bcde | 15.79±0.40bc | 1.67±0.90ab |
| 地下 | 97.31±17.65D | 167.18±28.48DE | 15.09±0.58CDE | 34.55±3.73E | 28.54±2.25BCDE | 1.85±0.57DE | |
| 甘菊 C. lavandulifolium | 地上 | 123.96±9.27de | 78.91±6.86bc | 5.28±0.03cd | 15.95±3.02de | 13.89±2.28bc | 1.07±0.24b |
| 地下 | 224.40±7.45CD | 563.23±11.08CD | 17.81±1.20BCD | 136.27±23.94BC | 36.93±7.84BC | 3.21±1.96CDE | |
| 早开堇菜 V. prionantha | 地上 | 437.68±1.45a | 780.71±4.41a | 9.81±2.14ab | 266.54±1.98a | 22.94±4.23a | 2.95±0.38a |
| 地下 | 344.02±1.51BC | 576.65±2.93CD | 20.38±4.45BC | 200.11±9.44AB | 26.17±4.49CDEF | 1.96±0.11DE | |
| 香青 A. sinica | 地上 | 146.9±2.41cd | 173.89±57.97bc | 4.62±1.42cd | 93.41±3.21bcd | 13.13±2.93bc | 1.28±0.20b |
| 地下 | 39.58±1.08D | 117.66±4.45EFG | 8.62±2.11DE | 46.6±6.35DE | 13.99±4.07F | 1.57±0.74DE | |
| 唐松 T. aquilegiifolium var. Sibiricum | 地上 | 107.18±4.42efg | 108.73±9.46bc | 3.75±0.36d | 40.37±4.72cde | 13.41±1.49bc | 0.49±0.30b |
| 地下 | 549.72±0.51A | 1249.64±9.67A | 25.18±2.78AB | 265.15±8.41A | 50.55±0.62A | 4.19±0.68ABCD | |
| 紫苑 A. tataricus | 地上 | 115.15±7.97ef | 16.23±1.16c | 2.97±0.60d | 8.66±0.65e | 10.70±0.60c | 0.31±0.10b |
| 地下 | 333.00±2.37BC | 482.78±7.72CDE | 15.20±5.21CDE | 67.89±4.18DE | 40.62±1.79AB | 2.30±0.39DE | |
| 白莲蒿 A. sacrorum | 地上 | 129.25±2.27de | 33.82±2.04c | 4.00±1.71d | 19.20±0.53cde | 12.16±2.70bc | 0.35±0.02b |
| 地下 | 115.58±2.05D | 312.56±33.33DE | 9.22±0.42DE | 97.53±8.24CDE | 16.87±1.67EF | 1.33±0.09DE | |
| 绒背蓟 C. vlassovianum | 地上 | 91.50±5.96fg | 27.62±1.32c | 3.01±0.12d | 26.13±2.56cde | 17.55±3.26ab | 0.65±0.32b |
| 地下 | 55.84±9.43D | 59.53±11.08G | 7.10±0.65E | 88.47±4.24cdE | 14.98±0.34EF | 0.90±0.75E | |
| 毛莲草 C. divaricatum | 地上 | 104.31±4.4efg | 38.94±5.18c | 3.87±1.35d | 51.13±3.21bcde | 10.93±0.23c | 0.56±0.36b |
| 地下 | 218.04±9.10CD | 550.91±12.62CD | 10.14±3.63DE | 189.32±8.09AB | 19.99±2.14EF | 2.35±0.80D | |
| 石竹 D. chinensis | 地上 | 84.71±6.35g | 42.08±6.39c | 3.95±1.11d | 20.09±3.83cde | 10.45±1.03c | 0.81±0.00b |
| 地下 | 209.06±1.92CD | 209.29±8.37DE | 33.56±1.46A | 33.56±1.46E | 14.99±1.39EF | 1.08±0.08E |
图4 植物根际土壤理化性质对重金属生物有效性影响的随机森林分析 统计学显著性用*表示。*,p<0.05;**,p<0.01
Figure 4 Random forest analysis of the effects of plant rhizosphere soil physicochemical properties on available heavy metals
图5 植物根际土壤理化性质与土壤酶活性、植物地上部分重金属的Mantel检验结果
Figure 5 Mantel test results of pioneer plant rhizosphere soil physicochemical properties, soil enzyme activities, and heavy metals in the plant aboveground parts
图6 植物根际土壤理化性质、酶活性以及植物富集重金属的聚类分析结果
Figure 6 Cluster analysis of soil physicochemical properties, enzyme activity and plant bioaccumulation of heavy metals
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