Data from: Plants and soil biota co-regulate stability of ecosystem multifunctionality under multiple environmental changes
Data files
Nov 19, 2024 version files 66.50 KB
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20241020_Data_NPA.xlsx
51.89 KB
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20241023_Code.R
11.59 KB
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README.md
3.02 KB
Abstract
The increase in phosphorus (P) and nitrogen (N) inputs, as well as soil acidification resulting from multiple environmental changes, has profound effects on the attributes of plant and soil biota communities, and on ecosystem functions. However, a comprehensive understanding of how these community attributes impact ecosystem multifunctionality (EMF) and its stability under multiple environmental changes remains unclear. By integrating datasets over four consecutive years from an experiment with enrichments of soil acidification and N and P in a semiarid grassland on the Mongolian Plateau, we explored the effects of environmental changes on community attributes (species richness, asynchrony, and compositional temporal stability) of plants and soil biota (bacteria, fungi, and nematodes) and their associations with EMF stability. The attributes of plants and soil biota showed opposite responses to nutrient enrichment under soil acidification and non-acidification conditions. Soil acidification had a more significant effect on the community attributes of plants and soil biota, as well as on the components of EMF stability, than nutrient enrichment. Soil acidification decreased both the mean and stability of EMF, while N enrichment increased the mean of EMF. P did not have a significant effect on the components of EMF stability, but N and P showed positive interactive effects on the mean and stability of EMF. We also found that plant and soil biota richness had a positive effect on EMF, while plant asynchrony and soil biota compositional stability determined EMF stability. The community attributes of plants and soil biota co-regulate the components of EMF stability under multiple environmental changes. These findings highlight the urgent need to protect the biodiversity of plants and soil biota to maintain EMF and its stability, especially for ecosystems undergoing multiple environmental changes.
20241020_Data_NPA.xlsx
Sheet 1: The raw data for the experiment with multiple environmental changes from 40 plots for four years.
Sheet 2: The averaged data for the experiment with multiple environmental changes from 40 plots.
NA in the dataset indicates missing data for relevant variables.
All treatment variables in Sheet1 and Sheet2 are listed in Sheet3 as follows:
Abbreviation and Unit Description
Year unitless Sampling year
Plot unitless ID for sampling plot
BK unitless Block
Treat unitless Treatments: CK, without N or P enrichment; N, with N enrichment; P, with P enrichment; NP, with enrichment of both N and P
Acid unitless Acid enrichment: 0, without acid enrichment; 1 with acid enrichment
N unitless N enrichment: 0, without N enrichment; 1 with N enrichment
P unitless P enrichment: 0, without P enrichment; 1 with P enrichment
SOC g kg-1 Soil organic carbon
TSN g kg-1 Total soil nitrogen
TSP g kg-1 Total soil phosphorus
SM % Soil moisture
TIN mg kg-1 Total inorganic nitrogen
PH unitless Soil pH
ANPP g m-2 Aboveground net primary productivity
Cmin mg g-1 day-1 Soil carbon mineralization rate
Nmin mg kg-1 day-1 Soil nitrogen mineralization rate
TMB nmol g-1 Total microbial biomass
TNA ind. g-1 dry soil Total nematode abundance
ANPP_sd unitless Standard deviation of aboveground net primary productivity
ANPP_sta unitless Stability of aboveground net primary productivity
Cmin_sd unitless Standard deviation of soil carbon mineralization rate
Cmin_sta unitless Stability of soil carbon mineralization rate
Nmin_sd unitless Standard deviation of soil nitrogen mineralization rate
Nmin_sta unitless Stability of soil nitrogen mineralization rate
TMB_sd unitless Standard deviation of total microbial biomass
TMB_sta unitless Stability of total microbial biomass
TNA_sd unitless Standard deviation of total nematode abundance
TNA_sta unitless Stability of total nematode abundance
Multi_fun unitless Mean of ecosystem multifunctionality
Multi_fun_sd unitless Standard deviation of ecosystem multifunctionality
Multi_fun_stability unitless Stability of ecosystem multifunctionality
Plant_rich unitless Plant richness
Ba_rich unitless Bacterial richness
Fu_rich unitless Fungi richness
Nema_rich unitless Nematode richness
Biota_rich unitless Soil biota richness
Plant_asy unitless Plant asynchrony
Ba_asy unitless Bacterial asynchrony
Fu_asy unitless Fungi asynchrony
Nema_asy unitless Nematode asynchrony
Biota_asy unitless Soil biota asynchrony
Plant_com_sta unitless Plant compositional stability
Ba_com_sta unitless Bacterial compositional stability
Fu_com_sta unitless Fungi compositional stability
Nema_com_sta unitless Nematode compositional stability
Biota_com_sta unitless Soil biota compositional stability
Code/Software
20241023_Code.R
The R code for this study.
Any scripts,code, packages can be run using R version 4.2.1 (R Core Team, 2022).