Context-dependent responses of soil microbes and nematodes to grazing: Evidence from a global meta-analysis
Data files
Apr 13, 2026 version files 776.15 KB
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README.md
4.61 KB
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Tian_et_al_2026_JAPPE_Data.xlsx
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Abstract
Livestock grazing is one of the most important land-use activities in grassland ecosystems, imposing significant impacts on soil community abundance, composition, and biodiversity. Soil microbiota, such as microbes and nematodes, are key components of soil micro-food webs and contribute substantially to ecosystem functioning. However, it remains unknown how grazing affects soil microbiota on a global scale.
In this study, we conducted a meta-analysis based on 146 published studies encompassing 1,560 paired observations across various environments to gain comprehensive insights into the influences of grazing on the abundance and diversity of soil microbes and nematodes.
We found that grazing significantly decreased soil microbial biomass, total nematode abundance, and the abundance of all nematode trophic groups except for fungal-feeders, particularly in temperate grasslands. Such effects were stronger under continuous, heavy-intensity, and long-term grazing than under rotational, light or short-term grazing regimes. Sheep grazing, as opposed to cattle grazing or mixed grazing by both sheep and cattle, reduced the abundance of soil microbes and nematodes. While the overall effects of grazing on microbial and nematode diversity are limited, significant declines were observed under heavy, continuous, or long-term grazing compared to light, rotational, or short-term grazing.
Synthesis and applications: Our study indicates that intense (e.g., heavy or continuous) grazing, long-term grazing or grazing by sheep substantially suppresses the abundance and diversity of soil microbes and nematodes. These declines in abundance and diversity would undermine the roles of the soil food webs, thereby impairing ecosystem processes such as organic matter decomposition and nutrient cycling. Therefore, maintaining light to moderate grazing intensity, implementing rotational grazing or extended rest periods, and prioritizing cattle or mixed-livestock grazing are essential to protect soil food webs and maintain grassland ecosystem functions under increasing human pressures.
Dataset DOI: 10.5061/dryad.cjsxksnmq
Description of the data and file structure
Title:Context-dependent responses of soil microbes and nematodes to grazing: Evidence from a global meta-analysis DOI: 10.5061/dryad.cjsxksnm
We conducted a global meta-analysis to investigate the responses of soil microbial and nematode communities to livestock grazing. This dataset synthesizes data from multiple independent studies to evaluate how grazing impacts vary across diverse environmental contexts. The database primarily includes biological indicators (abundance and diversity of microbes and nematodes), climatic variables, and soil properties -plant survey data.
Files and variables
File: Tian_et_al_2026_JAPPE_Data.xlsx
Description: In this file, we provide the full dataset used to conduct the global meta-analysis. Please note that NA represents that the information was not available, e.g., when a study does not include one of the indicators of interest.
Variables
- study: An independent publication
- Authors: First author and publication Year
- Country: The name of the country in which the study was conducted
- LAT: Study site Latitude (N/S)
- LON: Study site Longitude (E/W)
- AI: Study site Altitude (m)
- MAT: Study site Mean Annual Temperature (°C)
- MAP: Study site Mean Annual Precipitation (mm)
- Climate: Study site climate type
- Ecosystem: Study site grassland ecosystem type
- Ecosystem1: The bioclimatic type in the study, including apline, temperate and other
- Grazing_season: Grazing season in the study, including all year, summer, and winter
- Sampling_season: Time of sampling, including spring, summer, and autumn
- Sampling_depth: Soil sampling depth in the study, including 0–20 cm and ≥20 cm
- Grazing_duration: Grazing duration in the study, including <5 years, 5–10 years, and ≥10 years
- Livestock_species: The type of livestock in the study, including cattle, sheep, mixed grazing, and others
- Grazing_intensity: The grazing intensity in the study, including light (L), moderate (M), and heavy grazing (H)
- Grazing_type: The grazing system in the study, including continuous grazing (CG) and rotational grazing (RG)
- Response_parameter: The response variables of microbial and nematode diversity and abundance in the study, including: MC: total microbial biomass; FunA: Fungal biomass; BacA: Bacterial biomass; FB: Fungi:bacteria ratio; Gp: Gram-positive bacteria; Gn: Gram-negative bacteria; Gp_Gn: Gram-positive bacteria and Gram-negative bacteria biomass ratio; M_Richness: total microbial richness; fungi: Fungal richness/Shannon; bacteria: Bacteria richness/Shannon; M_Shannon: Total microbial Shannon; T_NA: Total nematode abundance; P_NA: Plant-feeders abundance; B_NA: Bacterial-feeders abundance; F_NA: Fungal-feeders abundance; OC_NA: Omnivore-predators abundance; ND_SR: Nematode generic richness; ND_shannon: Nematode Shannon index; ND_Simpson: Nematode Simpson index; ND_evenness: Nematode evenness index; TotA: Total Abundance
- yi: Effect Size (Log Response Ratio)
- vi: Variance of the effect size
- RR_CN: Response ratio of soil carbon-to-nitrogen ratio
- Var_CN: Variance of response ratio of soil carbon-to-nitrogen ratio
- RR_SOC: Response ratio of soil organic carbon
- Var_SOC: Variance of response ratio of soil organic carbon
- RR_TN: Response ratio of soil total nitrogen
- Var_TN: Variance of response ratio of soil total nitrogen
- RR_SM: Response ratio of soil moisture
- Var_SM: Variance of response ratio of soil moisture
- RR_pH: Response ratio of soil pH
- Var_pH: Variance of response ratio of soil pH
- RR_BD: Response ratio of soil bulk density
- Var_BD: Variance of response ratio of soil bulk density
- RR_AGB: Response ratio of plant aboveground biomass
- Var_AGB: Variance of response ratio of plant aboveground biomass
- RR_BGB: Response ratio of plant belowground biomass
- Var_BGB: Variance of response ratio of plant belowground biomass
- RR_P_Richness: Response ratio of plant richness
- Var_P_Richness: Variance of response ratio of plant richness
- RR_P_Shannon: Response ratio of plant Shannon index
- Var_P_Shannon: Variance of response ratio of plant Shannon index
Access information
Other publicly accessible locations of the data:
Data was derived from the following sources:
