Data from: Dual drivers of plant invasions: Enemy release and enhanced mutualisms
Data files
Apr 18, 2025 version files 1.19 MB
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2025-3-24-common_garden.xlsx
91.21 KB
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2025-3-24-Field_survey.xlsx
1.09 MB
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README.md
4.63 KB
Abstract
Invasive plants often express aboveground traits, such as higher growth than native plants, which promote their success. This may reflect low levels of invertebrate herbivory and/or high rates of arbuscular mycorrhizal fungi (AMF) association. However, the root traits that contribute to invasive success are less well known. Moreover, the combined roles of aboveground herbivory, AMF and root traits in the invasion process are poorly understood.We conducted field surveys at 17 sites along a latitudinal gradient in China (22.77 °N to 42.48 °N) to investigate the relationships among aboveground herbivory, AMF colonization and root traits for five pairs of closely related invasive and native Asteraceae plant species. We experimentally manipulated aboveground insect feeding for two of these pairs of plant species in a middle latitude (34.79 °N) common garden. We measured aboveground invertebrate abundance, leaf damage, AMF colonization, root morphological traits associated with nutrient uptake, and root soluble sugar concentrations.In the field survey, invasive plants had lower leaf damage and Hemiptera abundances plus higher AMF colonization, thinner roots with more surface area and higher concentrations of root soluble sugars than native plants. Leaf damage decreased with increasing latitude for native plants. In the common garden, invasive plants had lower leaf damage and Hemiptera abundances plus higher AMF and greater surface area of fine roots than native plants. Leaf damage and Hemiptera reduced AMF colonization via a phenotypic effect of reduced fine root soluble sugars.Our results indicate that low aboveground invertebrate herbivory on invasive plants contributes to their success directly by increasing their growth and indirectly via root soluble sugars that increase their AMF colonization. Invasive plants appear to benefit from greater root volume and surface area but this did not vary with latitude or aboveground invertebrate herbivory. These results highlight the importance of considering above- and belowground processes simultaneously to understand how they interact to determine plant invasion success.
This dataset contains all primary data that support the findings of this study, which are listed below:
1. Field survey: Conducted field surveys at 17 sites along a latitudinal gradient in China (22.77 °N to 42.48 °N) for five pairs of invasive and congeneric native Asteraceae plant species.
2. Common garden experiment: Took an experimentally manipulated aboveground insect feeding for two invasive and congeneric native Asteraceae plant species in a middle latitude (34.79 °N).
Data description
1.Field survey:Measured aboveground invertebrate abundance(include Neuroptera, Hemiptera, Orthoptera, Lepidoptera, Araneida, Coleoptera, Diptera, Hymenoptera and others(includes Stylommatophora [gastropods], Odonata and Acarina)), leaf damage, AMF colonization, root morphological traits associated with nutrient uptake(Root length、Root surface area, Root average diameter, Root volume, Root tissue density, Fine root length、Coarse root length, Fine root surface area、Coarse root surface area(Fine root means that the root diameter ≤1mm,Coarse root means that the root diameter >1mm )), root soluble sugar concentrations(include fine root soluble sugar concentrations and coarse root soluble sugar concentrations),aboveground mass and belowground mass. Some abiotic factors like Soil pH,Soil water content,Annual Mean Temperature,Mean Diurnal Range,Isothermality,Temperature Seasonality ,Max Temperature of Warmest Month,Min Temperature of Coldest Month,Temperature Annual Range,Mean Temperature of Wettest Quarter,Mean Temperature of Driest Quarter,Mean Temperature of Warmest Quarter,Mean Temperature of Coldest Quarter,Annual Precipitation,Precipitation of Wettest Month,Precipitation of Driest Month,Precipitation Seasonality,Precipitation of Wettest Quarter,Precipitation of Driest Quarter,Precipitation of Warmest Quarter and Precipitation of Coldest Quarter.
2. Common garden experiment:Measured aboveground invertebrate abundance(include Neuroptera、Hemiptera, Orthoptera, Lepidoptera, Araneida, Coleoptera, Diptera, Hymenoptera and others(includes Stylommatophora [gastropods], Odonata and Acarina)), leaf damage, AMF colonization, root morphological traits associated with nutrient uptake(Root length、Root surface area、Root average diameter、Root volume、Root tissue density、Fine root length、Coarse root length、Fine root surface area、Coarse root surface area(Fine root means that the root diameter ≤1mm,Coarse root means that the root diameter >1mm )), root soluble sugar concentrations(include fine root soluble sugar concentrations and coarse root soluble sugar concentrations),aboveground mass and belowground mass.
See Excel table for detailed data of the field survey and common garden experiments.
Abbreviation
Field survey:
Region:High latitude(North):TL:Tieling;FS:Fushun;CY:Chaoyang;BX:Benxi;LY:Liaoyang.Middle latitude(Middle):PY:Puyang;XX:Xinxiang;JZ:Jiaozuo;KF:Kaifeng;SMX:Sanmenxia;LY:Luoyang;HZ:Heze.Low latitude(South):SM:Sanming;GZ:Ganzhou;LYan:Longyan;SG:Shaoguan.
Species:XDJ(invasive):Sonchus oleraceus;JMC(native):Sonchus arvensis;TC(invasive):Ambrosia artemisiifolia;AC(native):Artemisia argyi;GZC(invasive):Bidens pilosa;JZYP(native):Bidens biternata;JCC(invasive):Eupatorium catarium;DXG(native):Eupatorium chinense;DL(invasive):Bidens frondosa;LBC(native):Bidens tripartida.
Common garden:
Species:GZC(invasive):Bidens pilosa;JZYP(native):Bidens biternata;DL(invasive):Bidens frondosa;LBC(native):Bidens tripartida;
Treatment:closed(with net and no herbivory);Open(the net covers "Windows" and have herbivory );
Time:July means harvest time in july; August means harvest time in august.
Figure processing software.
Sigmaplot12.5 and Origin2024 draw all the bar charts.
Data processing software.
Microsoft Excel records the field survey and common garden data and make statistical tables.
The explain of any empty cells in the excel tables (field survey and common garden experiments):
We do not add "null," "n/a," or another appropriate value to empty cells in excel tables because they may interfere with a software meant to analyze the files.
There were empty cells in the excel tables of soluble sugar of fine and coarse root soluble sugar concentration.
We did not measure all the samples, but random sampling(by species pair) was measured for samples from each region in field survey or treatments in common garden experiment,the empty cells were no been measured.
SAS9.4 analyzes the field survey and Common garden data:
We used SAS 9.4 for all analyses. For the field survey, we conducted a series of mixed model ANOVAs to test the dependence of invertebrate chewing damage, AMF colonization, root length density (overall, fine roots, coarse roots), root surface area density (overall, fine, coarse), root tissue density, root average diameter, aboveground mass, belowground mass density, root soluble sugar concentrations (fine, coarse) and invertebrate abundance (Hemiptera or others; Poisson distribution) on the fixed effects latitude (3-level), origin (native or invasive), and their interaction. We analyzed Hemiptera abundance separately because they were mainly sucking herbivores (especially aphids) that do not cause visual damage to leaves. We included the random effects species pair nested in latitude (nested because one pair only occurred at low latitude), location nested in latitude, and plot nested in latitude × location × pair × origin. We used adjusted means post hoc tests to determine differences among means for significant effects with more than two levels. We used Spearman correlations to examine the correlations among variables. We repeated the ANOVAs using only the four Bidens species in the common garden experiment to more closely compare the results of the field survey and common garden experiment.
For the common garden experiment, we tested the dependence of the same set of variables on the fixed effects origin (native and invasive), treatment (open and closed cage), time (July and August), and their interactions in ANOVAs. We included species nested in origin as a random term. We used Spearman correlations to examine the correlations among variables. We conducted another set of analyses to examine the relationships of AMF colonization rate with leaf damage (visual damage to plants which was mostly from chewing), Hemiptera abundance (almost all were sucking herbivores that do not cause visual leaf damage), soluble sugar concentration in fine roots, and fine root surface area. We chose fine root surface area because root morphological traits were strongly correlated and it has a clear mechanistic link to AMF colonization. First, we calculated the average values for each species for each of these four variables to control for differences among species unrelated to our herbivory treatments. Then we used the differences between these average values and measured values to examine the phenotypic relationships among the five variables (i.e., phylogenetically controlled analyses) using regressions for the effects of herbivores on root variables (because we experimentally manipulated aboveground herbivores) and Spearman correlations for the relationships among root variables.
